Machine Learning Jobs in USA

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Looking for Machine Learning jobs in USA? Browse our curated listings with transparent salary information to find the perfect Machine Learning position in the USA area.

Staff Machine Learning Engineer - Support Products

Company: Airbnb

Location: USA

Posted Apr 29, 2024

<p class=jobDescription> <p> <strong> The Community You Will Join <strong> <p> <p> The Airbnb Community Support CS team is a global business unit that provides support to our community of millions of guests and hosts who embark on trips and participate in experiences around the world every year Within CS the Core Machine Learning team is the core team responsible for driving CSxAI Customer Support x Artificial Intelligence initiatives by adopting the Generative AI to enable an intelligent scalable and exceptional service experience The team develops and enhances taskspecific LargeLanguageModels eg Text Summarization models Multiturn Dialogue Language models and foundational machine learning models eg NamedEntity Recognition Sentiment modeling for a wide range of applications in Airbnb Here are some Medium posts from the team <a class=fontbold underline fontbold underline fontbold underline href=httpsmediumcomairbnbengineeringhowaitextgenerationmodelsarereshapingcustomersupportatairbnba851db0b4fa3 rel=noopener noreferrer nofollow target=blank> How AI Text Generation Models Are Reshaping Customer Support at Airbnb <a> <a class=fontbold underline fontbold underline fontbold underline href=httpsmediumcomairbnbengineeringtaskorientedconversationalaiinairbnbcustomersupport5ebf49169eaa rel=noopener noreferrer nofollow target=blank> TaskOriented Conversational AI in Airbnb Customer Support <a> <p> <p> <strong> The Difference You Will Make <strong> <p> <p> As a Staff Machine Learning Engineer your expertise will be pivotal in developing Conversational AI solutions and other cuttingedge Machine learning techniques to define and shape the future of the Airbnb Community Support experience You will also partner with product managers software engineers and operation teams to leverage engineering innovations to simplify the business requirements into scalable solutions <p> <p> <strong> A Typical Day <strong> <p> <ul> <li> <p> Design develop productionize and operate Machine learning models including LargeLanguageModels and pipelines at scale for both batch and realtime use cases <p> <li> <li> <p> Collaborate with machine learning infrastructure engineering teams to evolve how we build reusable and scalable AI solutions for Airbnb products <p> <li> <li> <p> Work with large scale structured and unstructured data build and continuously improve cutting edge machine learning models for Airbnb product business and operational use cases <p> <li> <li> <p> Leverage thirdparty and inhouse Machine Learning tools amp infrastructure to develop reusable highly differentiating and highperforming machine learning systems enable fast model development lowlatency serving and ease of model quality upkeep <p> <li> <li> <p> Work collaboratively with crossfunctional partners including product managers operations and data scientists identify opportunities for business impact understand and prioritize requirements for machine learning systems and data pipelines drive engineering decisions and quantify impact <p> <li> <ul> <p> <strong> Your Expertise <strong> <p> <ul> <li> <p> 9+ years of industry experience in applied Machine Learning inclusive MS or PhD in relevant fields <p> <li> <li> <p> Strong programming PythonJava and data engineering skills <p> <li> <li> <p> Deep understanding of Machine Learning best practices eg trainingserving skew minimization AB test feature engineering featuremodel selection algorithms eg gradient boosted trees neural networksdeep learning optimization and domains eg natural language processing personalization and recommendation <p> <li> <li> <p> Experience with 3 or more of these technologies Tensorflow PyTorch Kubernetes Spark Airflow or equivalent Kafka or equivalent data warehouse eg Hive <p> <li> <li> <p> Industry experience building endtoend Machine Learning infrastructure andor building and productionizing Machine Learning models <p> <li> <li> <p> Exposure to architectural patterns of a large highscale software applications eg welldesigned APIs high volume data pipelines efficient algorithms models <p> <li> <li> <p> Experience with test driven development familiar with AB testing incremental delivery and deployment <p> <li> <ul> <p> <strong> Your Location <strong> <p> <p> This position is US Remote Eligible The role may include occasional work at an Airbnb office or attendance at offsites as agreed to with your manager While the position is Remote Eligible you must live in a state where Airbnb Inc has a registered entity <a class=fontbold underline fontbold underline fontbold underline href=httpscareersairbnbcom rel=noopener noreferrer nofollow target=blank> Click here <a> for the uptodate list of excluded states This list is continuously evolving so please check back with us if the state you live in is on the exclusion list If your position is employed by another Airbnb entity your recruiter will inform you what states you are eligible to work from <p> <p> <strong> Our Commitment To Inclusion amp Belonging <strong> <p> <p> Airbnb is committed to working with the broadest talent pool possible We believe diverse ideas foster innovation and engagement and allow us to attract creativelyled people and to develop the best products services and solutions All qualified individuals are encouraged to apply <p> <p> We strive to also provide a disability inclusive application and interview process If you are a candidate with a disability and require reasonable accommodation in order to submit an application please contact us at <a class=fontbold underline fontbold underline fontbold underline href=mailtoreasonableaccommodationsairbnbcom rel=noopener noreferrer nofollow target=blank> reasonableaccommodationsairbnbcom <a> Please include your full name the role youre applying for and the accommodation necessary to assist you with the recruiting process <p> <p> We ask that you only reach out to us if you are a candidate whose disability prevents you from being able to complete our online application <p><p>

Analytics Consultant (Tableau)

Company: phData

Location: USA

Posted Apr 29, 2024

<p class=jobDescription> <p> Were looking for talented Analytics Consultants to help our customers gain tangible value from their data Our consulting services emphasize analytics enablement data visualization data preparation and data science <p> <p> <strong> Responsibilities <strong> <p> <ul> <li> <p> Deliver on projectbased consulting engagements help clients develop analytical requirements through prototyping and visualization <p> <li> <li> <p> Create reporting and data visualization solutions <p> <li> <li> <p> Analyze troubleshoot and or tune product performance or deployment issues when required <p> <li> <li> <p> Support or assist with backlog support and development <p> <li> <ul> <p> <strong> Qualifications <strong> <p> <ul> <li> <p> 2+ years of relevant experience andor demonstrated expertise in data analytics and data visualization platforms <p> <li> <li> <p> Expertise in Tableau Desktop and Tableau Prep as well as some experience managing workbooks on Tableau Server or managing a server environment <p> <li> <li> <p> Demonstrated expertise in data literacy <p> <li> <li> <p> Exceptional customer facing skills including but not limited to communication skills and project management skills <p> <li> <li> <p> Strong problem solving skills with a passion for learning and mastering new technologies techniques and procedures <p> <li> <ul> <p> <strong> Preferred Experience <strong> <p> <ul> <li> <p> 1+ years of Consulting experience <p> <li> <li> <p> Data preparation skills and experience with tools like Alteryx Designer Power BI Snowflake Fivetran andor ThoughtSpot experience <p> <li> <li> <p> Knowledge of SQL and experience leveraging data warehouse data marts andor data models <p> <li> <ul> <p> <strong> Why phData We offer <strong> <p> <ul> <li> <p> RemoteFirst Work Environment <p> <li> <li> <p> Casual awardwinning smallbusiness work environment <p> <li> <li> <p> Collaborative culture that prizes autonomy creativity and transparency <p> <li> <li> <p> Competitive comp excellent benefits 4 weeks of PTO plus 10 Holidays and other cool perks <p> <li> <li> <p> Accelerated learning and professional development through advanced training and certifications <p> <li> <ul> <p> LIDNI <p> <p> <p><p>

Principal Engineer - Passport & User Engineering

Company: Airbnb

Location: USA

Posted Apr 29, 2024

<p class=jobDescription> <p> <strong> The Community You Will Join <strong> <p> <p> At Airbnb our mission is to create a world where anyone can belong anywhere We aim to provide our users with unique travel experiences by connecting them with local hosts across the globe Your contributions will shape Airbnbs user experience and strengthen our commitment to delivering exceptional stays for our guests and hosts Our work in the User Domain is central to this mission <p> <ul> <li> <p> <strong> User Passport <strong> You will contribute to building a comprehensive and rich understanding of our users that matches guests with the perfect hosts and homes Your expertise will help us understand our users and personalize their experiences based on their needs <p> <li> <li> <p> <strong> User Reputation <strong> You will be vital in creating a hospitality system that helps Airbnb and hosts deliver magical stays This requires collecting the right quality signals from users and synthesizing quality signals including reviews customer service tickets and others to form an accurate understanding of user reputation <p> <li> <li> <p> <strong> User Identity <strong> In this role you will be crucial in establishing user identity workflows policies and account management to verify and protect every user account Your work will help unify the account creation and management process ensuring a personalized experience based on the types of users <p> <li> <li> <p> <strong> User Platform <strong> You will have the unique opportunity to shape the technical and product directions from the beginning You will be responsible for creating large scalable architecture for one or multiple User domain areas aligning with other tech and crossfunctional leaders from different teams and leading a group of talented engineers to come up with milestones and execute the design through multiple releases <p> <li> <ul> <p> <strong> The Difference You Will Make <strong> <p> <p> As a Principal Engineer for the Passport amp User Engineering you will lead the architectural design and strategic direction for our user entity and identity systems over the next 5+ years You will spearhead initiatives to enhance user product flows data management and system integrations across the company ensuring scalability performance and reliability at a global scale <p> <p> <strong> A Typical Day <strong> <p> <ul> <li> <p> Define the longterm architectural vision for the User entity platform focusing on scalability performance and security <p> <li> <li> <p> Drive the design and implementation of highimpact projects that enhance user experience and data integrity across all user interactions <p> <li> <li> <p> Lead crossfunctional collaboration with Product Legal Data Science and Engineering teams to deliver holistic and highquality usercentric solutions <p> <li> <li> <p> Advocate for and implement best practices and standards in system design development and maintenance <p> <li> <li> <p> Provide technical mentorship and guidance to engineering teams fostering a culture of excellence and continuous learning <p> <li> <li> <p> Influence companywide technology decisions and contribute to the broader architectural roadmap <p> <li> <ul> <p> <strong> Your Expertise <strong> <p> <ul> <li> <p> BS MS or PhD in computer science related field or equivalent work experience <p> <li> <li> <p> 15+ years of software engineering experience with a significant portion dedicated to system architecture and design in consumerfacing technology companies <p> <li> <li> <p> Strong leadership skills with 5+ years of experience as a seniorlevel technical lead or architect driving the technical direction and strategy across multiple teams or projects <p> <li> <li> <p> Excellent communication and collaboration skills with a proven track record of working effectively across teams and organizations <p> <li> <li> <p> Demonstrated expertise in building and scaling highavailability systems and platforms with a deep understanding of serviceoriented architecture <p> <li> <li> <p> Deep knowledge in the domain of identity and user management is highly desirable <p> <li> <ul> <p> <strong> Your Location <strong> <p> <p> This position is US Remote Eligible The role may include occasional work at an Airbnb office or attendance at offsites as agreed to with your manager While the position is Remote Eligible you must live in a state where Airbnb Inc has a registered entity <a class=fontbold underline fontbold underline fontbold underline href=httpscareersairbnbcom rel=noopener noreferrer nofollow target=blank> Click here <a> for the uptodate list of excluded states This list is continuously evolving so please check back with us if the state you live in is on the exclusion list If your position is employed by another Airbnb entity your recruiter will inform you what states you are eligible to work from <p> <p> <strong> Our Commitment To Inclusion amp Belonging <strong> <p> <p> Airbnb is committed to working with the broadest talent pool possible We believe diverse ideas foster innovation and engagement and allow us to attract creativelyled people and to develop the best products services and solutions All qualified individuals are encouraged to apply <p> <p> We strive to also provide a disability inclusive application and interview process If you are a candidate with a disability and require reasonable accommodation in order to submit an application please contact us at <a class=fontbold underline fontbold underline fontbold underline href=mailtoreasonableaccommodationsairbnbcom rel=noopener noreferrer nofollow target=blank> reasonableaccommodationsairbnbcom <a> Please include your full name the role youre applying for and the accommodation necessary to assist you with the recruiting process <p> <p> We ask that you only reach out to us if you are a candidate whose disability prevents you from being able to complete our online application <p> <p> <p><p>

Staff Data Scientist - Algorithms, Merchandising & Search AI

Company: Airbnb

Location: USA

Posted Apr 29, 2024

<p class=jobDescription> <p> <strong> The Community You Will Join <strong> <p> <p> Search is pivotal to the Airbnb marketplace and we are constantly innovating on new data products to help user decisionmaking provide thoughtful personalization of our search experience and to use ML to drive growth Within the GuestandHost organization our Data Science team is responsible for driving Merchandising and Search AI opportunities to deliver useful product improvements in our online guest journey which lead to more offline trip experiences that are higher quality for our users To achieve such a goal Data Scientists mine various collections of behavioral data to design and build machine learning models to understand our user experience and to optimize the useful presentation of our product The data products and prototypes we build inform product improvements that make the steps from search to booking easy fast and a highquality match for our guests <p> <p> <strong> The Difference You Will Make <strong> <p> <p> As one of the most senior Machine Learning Scientists in the team you will be handson in building bluesky prototypes of data products to pursue opportunities for growth search and product merchandising This projects will leverage AI LLM NLP deep learning and search recommendation algorithms <p> <ul> <li> <p> Extract signals from largescale structured unstructured and user journey data to generate MLdriven candidates for personalized Merchandising recommendations <p> <li> <li> <p> Design run and diagnose experiments to validate hypotheses and performance of data prototypes <p> <li> <li> <p> Work closely with Search team as Science partner on technical projects to understand user preferences <p> <li> <li> <p> Build data products model and identify user intent at various stages of the user product journey <p> <li> <li> <p> Research present and publish internally and externally to engage and advance Airbnbs standing in the scientific community <p> <li> <ul> <p> Our team works on interesting problems across a diverse collection of Airbnbs largest datasets and we are committed to applying innovation and creativity towards extracting a foundational understanding of our user amidst the richness and heterogeneity of their complex behaviors and preferences <p> <p> <strong> A Typical Day <strong> <p> <ul> <li> <p> Focus time To build machine learning prototypes develop data mastery to uncover learnings and formulate structured frameworks to classify our users online product experience and interpret their behaviors <p> <li> <li> <p> Autonomy To apply and investigate stateoftheart innovations to uplevel Airbnb statusquo approaches to technical problems <p> <li> <li> <p> Regularly present work internally at monthly meetings to technical engineering and product stakeholders to iterate and generate excitement on roadmap progress <p> <li> <li> <p> Publish externally and engage with the scientific community to advance Airbnbs standing <p> <li> <ul> <p> <strong> Your Expertise <strong> <p> <ul> <li> <p> 9+ years of relevant industry experience eg ML scientist tech lead junior faculty and a Masters degree or PhD in a quantitative field <p> <li> <li> <p> Handson builder experience with recommendations and search problems Also a plus proficiency with LLMs andor related AI NLP UGCcontent understanding topics including deep learning information retrieval or knowledge extraction For example BERT LaMDA GPT234 LLaMA <p> <li> <li> <p> Strong fluency in Python or R for handson IC work and advanced data analysis in SQL at scale <p> <li> <li> <p> Comfort to collaborate with software engineers to understand complex systems and abstracted logs <p> <li> <li> <p> Proven ability to communicate clearly and effectively to audiences of varying technical levels Proven mix of strong intellectual curiosity with high level of pragmatism and engagement with the technical community that demonstrates an eagerness to learn and share <p> <li> <li> <p> Knowledge of experimentation and statistical biases Familiarity with multisided marketplaces <p> <li> <li> <p> Ability to take a productoriented mindset in using conceptual and innovative thinking to develop and apply solutions taking into consideration the user experience <p> <li> <ul> <p> <strong> Your Location <strong> <p> <p> This position is US Remote Eligible The role may include occasional work at an Airbnb office or attendance at offsites as agreed to with your manager While the position is Remote Eligible you must live in a state where Airbnb Inc has a registered entity <a class=fontbold underline fontbold underline fontbold underline href=httpscareersairbnbcom rel=noopener noreferrer nofollow target=blank> Click here <a> for the uptodate list of excluded states This list is continuously evolving so please check back with us if the state you live in is on the exclusion list If your position is employed by another Airbnb entity your recruiter will inform you what states you are eligible to work from <p> <p> <strong> Our Commitment To Inclusion amp Belonging <strong> <p> <p> Airbnb is committed to working with the broadest talent pool possible We believe diverse ideas foster innovation and engagement and allow us to attract creativelyled people and to develop the best products services and solutions All qualified individuals are encouraged to apply <p> <p> We strive to also provide a disability inclusive application and interview process If you are a candidate with a disability and require reasonable accommodation in order to submit an application please contact us at <a class=fontbold underline fontbold underline fontbold underline href=mailtoreasonableaccommodationsairbnbcom rel=noopener noreferrer nofollow target=blank> reasonableaccommodationsairbnbcom <a> Please include your full name the role youre applying for and the accommodation necessary to assist you with the recruiting process <p> <p> We ask that you only reach out to us if you are a candidate whose disability prevents you from being able to complete our online application <p><p>

Senior Enablement Manager

Company: Airbnb

Location: USA

Posted Apr 29, 2024

<p class=jobDescription> <p> <strong> The Community You Will Join <strong> <p> <ul> <li> <p> The Revenue Operations team plays a vital role in furthering our mission by representing and advocating for our hotels within Airbnb <p> <li> <li> <p> This role is primarily responsible for working closely with the Enablement and Hotels Leadership team to support our field teams You will support various hotel growth programs to ensure that they are deployed successfully in the field Not only will you be responsible for enabling the Hotels teams in the field you will also help them enable our important hotels on the platform <p> <li> <ul> <p> <strong> The Difference You Will Make <strong> <p> <ul> <li> <p> As the Senior Enablement Manager you will partner with global Hotel Tonight team leaders as well as cross functional partners on multiple initiatives to drive our hotel growth <p> <li> <li> <p> You should be comfortable with a variety of go to market strategy definitions and execution familiar with sales methodologies best practices sales metrics and cycles and supporting the day to day of the Sales Team and business priorities <p> <li> <ul> <p> <strong> A Typical Day <strong> <p> <ul> <li> <p> Work with leadership to develop execute optimize and assess enablement programs for both the internal Hotel Tonight team and the hotels we support throughout the globe <p> <li> <li> <p> Provide onboarding and training programs for Hotel Tonight teams across the global field organization <p> <li> <li> <p> Facilitate content creation amp coordinate educational content for ongoing training <p> <li> <li> <p> Updates and maintenance to hotel partner facing content self service materials ex how to documentation <p> <li> <li> <p> Develop a toolbox of materials include eLearning participation guides worksheets and videos to support relevant initiatives <p> <li> <li> <p> Create and update Highspot content management system <p> <li> <li> <p> Ensure all program documentation is appropriately documented and kept up to date <p> <li> <li> <p> Gather and relay feedback to continuously iterate on the enablement strategy <p> <li> <li> <p> Own clear communication on the program progress and roadmap <p> <li> <ul> <p> <strong> Your Expertise <strong> <p> <ul> <li> <p> Minimum 8 years in an operations sales or enablement role with success managing complex projects from start to finish <p> <li> <li> <p> Proven track record as a great crossfunctional business partner and ability to lead within a crossfunctional environment <p> <li> <li> <p> Strong strategic and criticalthinking skills Able to connect dots and proactively develop proposals and solutions <p> <li> <li> <p> Systemsthinker and able to translate strategy to execution across multiple teams <p> <li> <li> <p> Experience onboarding new team members and supporting their ongoing learning and development <p> <li> <li> <p> Excellent verbal and written communication skills <p> <li> <li> <p> Accuracy and attention to detail <p> <li> <li> <p> Professional and consistent work habits strong work ethic <p> <li> <li> <p> Proficient in Powerpoint Salesforce Excel and GSuite Highspot a plus <p> <li> <ul> <p> <strong> Your Location <strong> <p> <p> This position is US Remote Eligible The role may include occasional work at an Airbnb office or attendance at offsites as agreed to with your manager While the position is Remote Eligible you must live in a state where Airbnb Inc has a registered entity <a class=fontbold underline fontbold underline fontbold underline href=httpscareersairbnbcom rel=noopener noreferrer nofollow target=blank> Click here <a> for the uptodate list of excluded states This list is continuously evolving so please check back with us if the state you live in is on the exclusion list If your position is employed by another Airbnb entity your recruiter will inform you what states you are eligible to work from <p> <p> <strong> Our Commitment To Inclusion amp Belonging <strong> <p> <p> Airbnb is committed to working with the broadest talent pool possible We believe diverse ideas foster innovation and engagement and allow us to attract creativelyled people and to develop the best products services and solutions All qualified individuals are encouraged to apply <p> <p> We strive to also provide a disability inclusive application and interview process If you are a candidate with a disability and require reasonable accommodation in order to submit an application please contact us at <a class=fontbold underline fontbold underline fontbold underline href=mailtoreasonableaccommodationsairbnbcom rel=noopener noreferrer nofollow target=blank> reasonableaccommodationsairbnbcom <a> Please include your full name the role youre applying for and the accommodation necessary to assist you with the recruiting process <p> <p> We ask that you only reach out to us if you are a candidate whose disability prevents you from being able to complete our online application <p><p>

Staff Machine Learning Engineer, Account Integrity

Company: Airbnb

Location: USA

Posted Apr 29, 2024

<p class=jobDescription> <p> <strong> The Community You Will Join <strong> <p> <p> The teams ultimate goal is to decrease fraudulent activity at login and signup while reducing friction for good users Because all users must have an account in order to book on Airbnb the Account Integrity team can have a disproportionate impact on revenue when the login and signup frictions are reduced The team uses data drive heuristics machine learning models and customer service operations in order to accomplish this goal <p> <p> <strong> The Difference You Will Make <strong> <p> <p> As a Staff Machine Learning Engineer on the Account Integrity team you will be working with data scientists designers product managers and customer service operations to innovate new ways we can stop bad actors in the ever evolving fraud landscape across team boundaries <p> <p> On this team you must have the curiosity to dig deep into various end to end systems in order to understand how and where the fraud occurs Your curiosity will be rewarded with finding projects that have outsized impacts on decreasing fraud losses while increasing revenue <p> <p> <strong> A Typical Day <strong> <p> <ul> <li> <p> Work with large scale structured and unstructured data build and continuously improve cutting edge Machine Learning models for Airbnb product business and operational use cases <p> <li> <li> <p> Working together with a wide variety of business functions to stop fraud attacks in real time <p> <li> <li> <p> Creating new holistic machine learning model detection strategies by collaborating with other fraud prevention teams around the Trust Organization <p> <li> <li> <p> Work collaboratively with crossfunctional partners including software engineers product managers operations and data scientists identify opportunities for business impact understand refine and prioritize requirements for fraud detection and mitigation <p> <li> <li> <p> Handson develop productionize and operate Machine Learning models and pipelines at scale including both batch and realtime use cases <p> <li> <li> <p> Examples include ML models to detect Fake Account creation attempts and ATO attempts <p> <li> <ul> <p> <strong> Your Expertise <strong> <p> <ul> <li> <p> 8+ years of industry experience in applied Machine Learning inclusive MS or PhD in relevant fields <p> <li> <li> <p> A Bachelors Masters or PhD in CSML or related field <p> <li> <li> <p> Strong programming Scala Python Java C++ or equivalent and data engineering skills <p> <li> <li> <p> Deep understanding of Machine Learning best practices eg trainingserving skew minimization AB test feature engineering featuremodel selection algorithms eg gradient boosted trees neural networksdeep learning optimization and domains eg natural language processing computer vision personalization and recommendation anomaly detection <p> <li> <li> <p> Experience with 3 or more of these technologies Tensorflow PyTorch Kubernetes Spark Airflow or equivalent Kafka or equivalent data warehouse eg Hive <p> <li> <li> <p> Industry experience building endtoend Machine Learning infrastructure andor building and productionizing Machine Learning models <p> <li> <li> <p> Exposure to architectural patterns of a large highscale software applications eg welldesigned APIs high volume data pipelines efficient algorithms models <p> <li> <li> <p> Experience with test driven development familiar with AB testing incremental delivery and deployment <p> <li> <li> <p> Experience with the Trust and Risk domain is a plus <p> <li> <ul> <p> <p> <p> <strong> Your Location <strong> <p> <p> This position is US Remote Eligible The role may include occasional work at an Airbnb office or attendance at offsites as agreed to with your manager While the position is Remote Eligible you must live in a state where Airbnb Inc has a registered entity <a class=fontbold underline fontbold underline fontbold underline href=httpscareersairbnbcom rel=noopener noreferrer nofollow target=blank> Click here <a> for the uptodate list of excluded states This list is continuously evolving so please check back with us if the state you live in is on the exclusion list If your position is employed by another Airbnb entity your recruiter will inform you what states you are eligible to work from <p> <p> <strong> Our Commitment To Inclusion amp Belonging <strong> <p> <p> Airbnb is committed to working with the broadest talent pool possible We believe diverse ideas foster innovation and engagement and allow us to attract creativelyled people and to develop the best products services and solutions All qualified individuals are encouraged to apply <p> <p> We strive to also provide a disability inclusive application and interview process If you are a candidate with a disability and require reasonable accommodation in order to submit an application please contact us at <a class=fontbold underline fontbold underline fontbold underline href=mailtoreasonableaccommodationsairbnbcom rel=noopener noreferrer nofollow target=blank> reasonableaccommodationsairbnbcom <a> Please include your full name the role youre applying for and the accommodation necessary to assist you with the recruiting process <p> <p> We ask that you only reach out to us if you are a candidate whose disability prevents you from being able to complete our online application <p><p>

Tech Lead Manager, Data Science - Algorithms

Company: Airbnb

Location: USA

Posted Apr 29, 2024

<p class=jobDescription> <p> <strong> The Community You Will Join <strong> <p> <p> Trust is at the heart of every Airbnb experience with our aim being to establish ourselves as the most trusted platform globally The Trust team is responsible for protecting our community and platform from fraud while also ensuring our hosts guests homes and experiences meet our high standards <p> <p> <strong> The Difference You Will Make <strong> <p> <p> As a Data Science Tech Lead Manager in Trust youll be working shouldertoshoulder with skilled engineers product managers designers and operations agents to build scalable and robust systems that enable us to efficiently detect prevent and mitigate fraud at Airbnb Your involvement in the development of highly available and realtime risk detection services will be crucial necessitating a deep understanding of everevolving attack vectors to keep Airbnb a trusted and safe community <p> <p> In this role you will be at the forefront of technological advancement utilizing stateoftheart technology in deep neural networks large language models and reinforcement learning methods to build Airbnbs defense system Moreover you will be responsible for establishing best practices architecting solutions and designing processes This role is not just about leadership its also about getting your hands dirty diving into technical work as needed <p> <p> Were looking for a unique blend of leadership and handson expertise to ensure the continuous growth and development of our team Come join us at Airbnb where we use cuttingedge technology to keep our platform safe and trusted worldwide <p> <p> <strong> A Typical Day <strong> <p> <ul> <li> <p> Deep understanding of Machine Learning best practices eg trainingserving skew minimization feature engineering featuremodel selection algorithms eg gradient boosted trees neural networksdeep learning optimization and domains eg natural language processing computer vision personalization and recommendation anomaly detection <p> <li> <li> <p> Industry experience building endtoend Machine Learning system andor building and productionizing Machine Learning models <p> <li> <li> <p> As a Tech Lead Manager you will direct a team of data scientists in utilizing advanced MLAI technologies to detect highrisk activities and entities ensuring platform integrity and reducing fraudulent activities <p> <li> <li> <p> Experience with test driven development familiar with AB testing incremental delivery and deployment <p> <li> <li> <p> Working cross functionally with operations and product teams to define and collect labels for model training optimize effectiveness of manual review and build selfsatisfiable verifications that scale <p> <li> <li> <p> Devising optimization models to make optimal business decisions while minimizing risk <p> <li> <ul> <p> <strong> Your Expertise <strong> <p> <ul> <li> <p> 8+ years industry experience and an advanced degree in a quantitative field <p> <li> <li> <p> 5+ years of management experience in developing machine learning models at scale from inception to business impact <p> <li> <li> <p> Understanding of modern machine learning techniques and their mathematical underpinnings such as classification clustering optimization <p> <li> <li> <p> Comfortable in SQL and proficiency in one of the tools such as Python R etc <p> <li> <li> <p> Demonstrated ability to create and drive technical and impactful roadmaps for the business and lead seamless execution of it <p> <li> <li> <p> Passion for management and creating opportunities for career growth for team members <p> <li> <li> <p> Ability to communicate clearly and effectively to cross functional partners of varying technical levels <p> <li> <li> <p> Relevant trust and fraud mitigation experience is a plus <p> <li> <ul> <p> <strong> Your Location <strong> <p> <p> This position is US Remote Eligible The role may include occasional work at an Airbnb office or attendance at offsites as agreed to with your manager While the position is Remote Eligible you must live in a state where Airbnb Inc has a registered entity <a class=fontbold underline fontbold underline fontbold underline href=httpscareersairbnbcom rel=noopener noreferrer nofollow target=blank> Click here <a> for the uptodate list of excluded states This list is continuously evolving so please check back with us if the state you live in is on the exclusion list If your position is employed by another Airbnb entity your recruiter will inform you what states you are eligible to work from <p> <p> <strong> Our Commitment To Inclusion amp Belonging <strong> <p> <p> Airbnb is committed to working with the broadest talent pool possible We believe diverse ideas foster innovation and engagement and allow us to attract creativelyled people and to develop the best products services and solutions All qualified individuals are encouraged to apply <p> <p> We strive to also provide a disability inclusive application and interview process If you are a candidate with a disability and require reasonable accommodation in order to submit an application please contact us at <a class=fontbold underline fontbold underline fontbold underline href=mailtoreasonableaccommodationsairbnbcom rel=noopener noreferrer nofollow target=blank> reasonableaccommodationsairbnbcom <a> Please include your full name the role youre applying for and the accommodation necessary to assist you with the recruiting process <p> <p> We ask that you only reach out to us if you are a candidate whose disability prevents you from being able to complete our online application <p><p>

Staff Backend Engineer - Search Input

Company: Airbnb

Location: USA

Posted Apr 29, 2024

<p class=jobDescription> <p> <strong> The Community You Will Join <strong> <p> <p> Airbnbs Search Input team is responsible for the frontdoor to Airbnbs guest product and search experience The team aims to help users express their trip intents amp preferences easily surface dynamic amp recommended filters adapting to what users need and help them navigate Airbnbs app and site to find the ideal listings for their trip The team works on a number of highly impactful surfaces across Airbnbs Search and key product pages such as the delivery of innovative product features like <a class=fontbold underline fontbold underline fontbold underline href=httpsnewsairbnbcomproductreleasesairbnb2023summerrelease rel=noopener noreferrer nofollow target=blank> Airbnb Rooms <a> <a class=fontbold underline fontbold underline fontbold underline href=httpswwwairbnbcarelease2022summer rel=noopener noreferrer nofollow target=blank> Airbnb Categories <a> along with <a class=fontbold underline fontbold underline fontbold underline href=httpstwittercombcheskystatus1704466156835262755t=EMFe19SmfTVz5nVVaxozzA rel=noopener noreferrer nofollow target=blank> new amp exciting Filter additions <a> <p> <p> The team is highly collaborative with its partners in design product data science creative and marketing to deliver features and experiences used by millions of people We also work closely with other engineering teams on systems that enable engineers to develop more efficiently create improvements that make the product more performant and configurable and build architecture thats scalable and robust <p> <p> <strong> The Difference You Will Make <strong> <p> <ul> <li> <p> Develop new highlyimpact product features on Airbnbs search and other hightraffic surfaces <p> <li> <li> <p> Work closely with cross functional partners in design product marketing and data science to bring new features from design to production <p> <li> <li> <p> Prototype new features to collect feedback and iterate on to reach ideal product solutions for Airbnb guests <p> <li> <li> <p> Effectively advise stakeholders on the technical scope and feasibility of complex product requirements <p> <li> <li> <p> Communicate product direction and needs to the foundation and infrastructure teams and collaborate on defining the technical requirements for future systems <p> <li> <li> <p> Write technical specifications for new features and systems <p> <li> <li> <p> Mentor guide advocate and support the career growth of individual contributors <p> <li> <ul> <p> <strong> Your Expertise <strong> <p> <ul> <li> <p> 9+ years of experience in a handson software engineering role in backend fullstack development <p> <li> <li> <p> Bachelors andor MasterPhDs degree preferably in CS or equivalent experience <p> <li> <li> <p> Extensive experience working in Java andor Kotlin <p> <li> <li> <p> Passionate about efficiency availability technical quality and system quality <p> <li> <li> <p> Passionate about design and UX sensibilities building UX products <p> <li> <li> <p> Excellent communication and collaboration skills and the ability to work well within engineering organization and cross functions <p> <li> <li> <p> Love collaborating via code reviews and architecture discussions and are motivated to improve their teammates productivity <p> <li> <li> <p> Experience working with a microservice architecture at scale <p> <li> <li> <p> Bonus Experience working on a Product team or customercentric software supporting a medium to large engineering organization <p> <li> <li> <p> Bonus Show motivation for personal growth and learning new technologies to support the teams needs <p> <li> <ul> <p> <strong> Your Location <strong> <p> <p> This position is US Remote Eligible The role may include occasional work at an Airbnb office or attendance at offsites as agreed to with your manager While the position is Remote Eligible you must live in a state where Airbnb Inc has a registered entity Click here for the uptodate list of excluded states This list is continuously evolving so please check back with us if the state you live in is on the exclusion list If your position is employed by another Airbnb entity your recruiter will inform you what states you are eligible to work from <p> <p> <strong> Our Commitment To Inclusion amp Belonging <strong> <p> <p> Airbnb is committed to working with the broadest talent pool possible We believe diverse ideas foster innovation and engagement and allow us to attract creativelyled people and to develop the best products services and solutions All qualified individuals are encouraged to apply <p> <p> We strive to also provide a disability inclusive application and interview process If you are a candidate with a disability and require reasonable accommodation in order to submit an application please contact us at reasonableaccommodationsairbnbcom Please include your full name the role youre applying for and the accommodation necessary to assist you with the recruiting process <p> <p> We ask that you only reach out to us if you are a candidate whose disability prevents you from being able to complete our online application <p><p>

Staff Software Engineer - Community Support Data Platform

Company: Airbnb

Location: USA

Posted Apr 29, 2024

<p class=jobDescription> <p> <strong> The Community You Will Join <strong> <p> <p> The Airbnb Community Support CSs vision is to build the worlds most loyal travel community through exceptional service It is an area of unprecedented scale and complexity In no other domain the efficiency and reliability of servicing tech translates so directly into competitive advantage brand loyalty and the fundamentals of the business Airbnb has excelled in this area for years thanks to a purposeful way we applied innovation backed by data and how constant experimentation allowed us to discover new paths to follow <p> <p> Currently we are in the process of extending our platform with Generative AI intelligent resolutions and process automation at a scale the Travel industry has not seen before Data infrastructure along with realtime AI capabilities are the core components of the new ecosystem <p> <p> Our agents will be equipped with real time access to contextually relevant information scoring engines will assist in recommending the best course of action while automation workflows will take the tedious repeatable tasks off agents shoulders and give the customers freedom to solve most of the issues without waiting in line <p> <p> Establishing sustainable technology and governance processes that can deliver large volumes of quality data from across all diverse Airbnb sources is the key to successful execution of the ambitious strategy we have laid out <p> <p> <strong> The Difference You Will Make <strong> <p> <p> Within CS the CS Data Platform team is responsible for providing consistent and trustworthy data foundations and metrics for the most important data across offline and online consumption including experimentation ML measurement product and operational insights Our customers are ML and backend engineers analytics and operations teams <p> <p> Were Looking For a Staff Backend Engineer with data experience to take the lead in evolving our CS Data Platform This role is pivotal in building and innovating the backbone that supports CSxAI Customer Support x Artificial Intelligence initiatives to enable intelligent scalable and exceptional service experience by building reusable platform capabilities such as services data processing and integration frameworks to empower intelligent community support products <p> <p> The related services include but are not limited to LLMrelated data logging indexing and serving solutions Realtime metric platform 3rdparty data exchange framework CS business context data framework Customer journey data serving <p> <p> <strong> A Typical Day <strong> <p> <ul> <li> <p> Develop and own backend services data processing systems and APIs for Airbnb Community Support Platform to advance the state of data and support our AI initiatives such as Customer journey visualizer Contextual data for LLM Realtime metrics platform and others <p> <li> <li> <p> Develop automate and standardize logging enriching serving data for ML training inference benchmarking and monitoring anomaly detection safe deploys to build the next generation of Generative AI products <p> <li> <li> <p> Work closely with Machine Learning team Data Science and crossfunctional engineering teams in the Community Support Platform understanding their productivity and feature pain points and build solutions to resolve them scalably and flexibly <p> <li> <li> <p> Advance the state of our 3rd party data integrations by building and extending framework for data exchange governance and lineage of data <p> <li> <li> <p> Lead Technological Advancement Drive the evolution of CS data architecture towards modern technologies and collaborate with infrastructure engineering teams to evolve how we integrate data between batch and serving layers worlds ML and nonML and allow systems to deal with data more effectively <p> <li> <li> <p> Participate in all phases of software development including architecture design implementation and testing <p> <li> <li> <p> Work collaboratively with crossfunctional partners including product managers operations and data scientists identify opportunities for business impact understand and prioritize requirements for machine learning systems and data pipelines drive engineering decisions and quantify impact <p> <li> <li> <p> Support teammates in enabling code quality operational excellence and shared learning <p> <li> <ul> <p> <strong> Your Expertise <strong> <p> <ul> <li> <p> 9+ years industry backend engineering with data background <p> <li> <li> <p> BSMSPhD in Computer Science a related field or equivalent work experience <p> <li> <li> <p> Proven background in developing and maintaining largescale backend distributed systems using Java or Kotlin Experience working onwith endtoend Machine Learning products is a significant plus <p> <li> <li> <p> Strong architectural knowledge comfort working across multiple repositories services and environments <p> <li> <li> <p> Good knowledge of relational databases query authoring SQL and data processing batch and streaming <p> <li> <li> <p> Comfortable navigating ambiguity and ownership of problem definitions <p> <li> <li> <p> Excellent collaboration and communication abilities with the ability to work effectively with crossfunctional teams <p> <li> <ul> <p> <strong> Your Location <strong> <p> <p> This position is US Remote Eligible The role may include occasional work at an Airbnb office or attendance at offsites as agreed to with your manager While the position is Remote Eligible you must live in a state where Airbnb Inc has a registered entity <a class=fontbold underline fontbold underline fontbold underline href=httpscareersairbnbcom rel=noopener noreferrer nofollow target=blank> Click here <a> for the uptodate list of excluded states This list is continuously evolving so please check back with us if the state you live in is on the exclusion list If your position is employed by another Airbnb entity your recruiter will inform you what states you are eligible to work from <p> <p> <strong> Our Commitment To Inclusion amp Belonging <strong> <p> <p> Airbnb is committed to working with the broadest talent pool possible We believe diverse ideas foster innovation and engagement and allow us to attract creativelyled people and to develop the best products services and solutions All qualified individuals are encouraged to apply <p> <p> We strive to also provide a disability inclusive application and interview process If you are a candidate with a disability and require reasonable accommodation in order to submit an application please contact us at <a class=fontbold underline fontbold underline fontbold underline href=mailtoreasonableaccommodationsairbnbcom rel=noopener noreferrer nofollow target=blank> reasonableaccommodationsairbnbcom <a> Please include your full name the role youre applying for and the accommodation necessary to assist you with the recruiting process <p> <p> We ask that you only reach out to us if you are a candidate whose disability prevents you from being able to complete our online application <p><p>

Staff UX Designer

Company: Wonders

Location: USA

Posted Apr 29, 2024

<p class=jobDescription> <p> <strong> About us <strong> <p> <p> Here at Wonders we build products that empower small brick and mortar restaurants by liberating them of the operational burden of running their business We accomplish this by providing a frictionless connection between them and their customers through our multiproduct ecosystem offering AIenabled order taking delivery enablement payment solutions and pointofsale software At Wonders we use a combination of bits technology and atoms people to solve real world problems facing small business owners <p> <p> We obsess over placing our customers first and working backwards from there When our customers succeed we succeed The restaurant industry in the US is over a $1 trillion total addressable market TAM but remains relatively underserved by technology Large chains are able to afford expensive tech that gives them a huge advantage we believe that small restaurant owners deserve access to the same technologies at an affordable price <p> <p> Wonders has been profitable for nearly a decade and seen 5x revenue growth in the last three years As of our last fundraising round in mid2022 we were valued at $450M and have since seen substantial growth across customer acquisition product development and company headcount Thousands of loyal restaurants have entrusted Wonders with their success and together we have supported nearly 20 million customers We are proud to be named one of Built Ins top companies to work for in 2023 <p> <p> To learn more about our culture values and how you can be a part of helping mom amp pop restaurants thrive please visit us here <a class=fontbold underline fontbold underline fontbold underline href=httpswonderscocomaboutus rel=noopener noreferrer nofollow target=blank> Helping Independent Restaurants Thrive <a> <p> <p> <p> <p> <strong> What youll do <strong> <p> <ul> <li> <p> Join as an early member of the growing Wonders design team and meaningfully contribute to shaping the teams culture and processes <p> <li> <li> <p> Own the user experience for key highvisibility product initiatives at Wonders all the way from initial concepting and prototyping through to development launch and continued iteration <p> <li> <li> <p> Collaborate with crossfunctional teams across product engineering operations and more <p> <li> <li> <p> Participate in and lead user interviews and user research to ensure were always solving for their core needs <p> <li> <li> <p> Working in a fastpaced highgrowth startup environment where you will always be learning and growing <p> <li> <ul> <p> <p> <p> <strong> About you <strong> <p> <ul> <li> <p> 5+ years of UX design experience <p> <li> <li> <p> Demonstrated experience owning and driving design from ideation through to implementation and iteration <p> <li> <li> <p> Excellent communication collaboration and storytelling skills especially with product and engineering but also with crossfunctional teams and leads <p> <li> <li> <p> Experience conducting user interviews and user research <p> <li> <li> <p> Bias for action and a drive to get things done wearing multiple hats as needed <p> <li> <li> <p> Excitement to build products for restaurant owners and operators <p> <li> <ul> <p> <p> <p> <strong> Bonus points <strong> <p> <ul> <li> <p> Experience building 0 to 1 products <p> <li> <li> <p> Experience contributing to andor creating design systems and tooling <p> <li> <li> <p> Experiencing coaching andor mentoring other design team members <p> <li> <li> <p> Experience working in the restaurant industry or on restaurant technology <p> <li> <ul> <p> <p> <p> If you do not meet all the requirements listed above which candidates rarely do dont worry We still encourage you to apply <p> <p> Wonders is committed to hiring the best team to empower small businesses to thrive We believe that a diverse workforce is paramount to our success We welcome talent from all backgrounds including but not limited to race sexual orientation gender identity age nationality religion veteran status political affiliation and disability <p> <p> The salary range for this role is $200000 $250000 <p><p>

Staff Machine Learning Engineer, Anti-Bots

Company: Airbnb

Location: USA

Posted Apr 29, 2024

<p class=jobDescription> <p> <strong> The Community You Will Join <strong> <p> <p> Are you passionate about using AI for the greater good Are you interested in protecting our Airbnb community from malicious bots Do you have an adversarial mindset and a blend of quantitative ML and deep learning skills We are hiring a Staff Machine Learning Engineer to be a founding member of our new AntiBots Engineering team We are an enthusiastic team spirited about constructing online machine learning models to deter data scraping Were harnessing the power of AI state of the art ML techniques and data for the higher purpose of preventing scraping and protecting data In this opportunity you will join forces with your Manager Tech Lead Senior Software Engineers as well as other engineering analytics and business teams We have the creativity and excitement of a startup with the foundation of a wellestablished brand We are fueled by the passion to use our technical prowess to start a new team and we welcome individuals with the same drive to join us <p> <p> <strong> The Difference You Will Make <strong> <p> <p> As a Staff Machine Learning Engineer in this role you will be working across technologies codebases and partner teams to understand complex systems from top to bottom You will be using state of the art ML techniques and continuously evolving our capabilities to detect and disrupt attackers Youll be involved in researching attack patterns and developing models to identify traffic that matches these patterns Youll also be partnering with various teams to implement interventions against these attackers Successful candidates for this role are handson ICs who enjoy coding You will need a strong background in deep learning and ML an adversarial mindset and a passion for using ML to make a positive impact on the world <p> <p> <strong> A Typical Day <strong> <p> <ul> <li> <p> Rely on your extensive domain knowledge of ML and deep learning to proactively detect attacks against our platform <p> <li> <li> <p> Analyze our traffic data to identify attack patterns Develop and implement tools to combat attacks Implement effective countermeasures to stop scraping based on these identified patterns <p> <li> <li> <p> Work with large scale structured and unstructured data build and continuously improve cutting edge Machine Learning models for Airbnb product business and operational use cases <p> <li> <li> <p> Prototype Machine Learning use cases for use in the product and work with stakeholders to iterate on requirements Execute on state of the art ML techniques from scratch <p> <li> <li> <p> Handson develop productionize and operate Machine Learning models and pipelines at scale including both batch and realtime use cases <p> <li> <li> <p> Leverage thirdparty or open source and inhouse Machine Learning tools amp infrastructure to develop reusable highly differentiating and highperforming Machine Learning systems enable fast model development lowlatency serving and ease of model quality upkeep <p> <li> <li> <p> Example projects include feature platform model interpretability hyperparameter optimization concept drift detection <p> <li> <ul> <p> <strong> Your Expertise <strong> <p> <ul> <li> <p> 9+ years of industry experience in applied Machine Learning with a BSMasters or 6+ years with a PhD <p> <li> <li> <p> Strong programming Scala Python Java C++ or equivalent skills for handson IC work <p> <li> <li> <p> Deep understanding of Machine Learning best practices eg trainingserving skew minimization AB test feature engineering featuremodel selection algorithms eg gradient boosted trees neural networksdeep learning optimization and domains eg natural language processing computer vision personalization and recommendation anomaly detection proficiency with deep learning techniques <p> <li> <li> <p> Handson builder experience with experience in any of these domains eg antibots fraud detection trust and safety search relevance natural language processing computer vision personalization and recommendation anomaly detection ads or similar <p> <li> <li> <p> Industry experience productionalizing Machine Learning models <p> <li> <li> <p> Experience with technologies such as Tensorflow PyTorch Kubernetes Spark Airflow or equivalent Kafka or equivalent and data warehouse eg Hive <p> <li> <li> <p> Experience with test driven development familiar with AB testing incremental delivery and deployment <p> <li> <ul> <p> <em> Nice to Have <em> <p> <ul> <li> <p> Strong data engineering andor analytics skills <p> <li> <li> <p> Industry experience building endtoend Machine Learning systems <p> <li> <li> <p> Exposure to architectural patterns of a large highscale software applications eg welldesigned APIs high volume data pipelines efficient algorithms models <p> <li> <ul> <p> <strong> Your Location <strong> <p> <p> This position is US Remote Eligible The role may include occasional work at an Airbnb office or attendance at offsites as agreed to with your manager While the position is Remote Eligible you must live in a state where Airbnb Inc has a registered entity <a class=fontbold underline fontbold underline fontbold underline href=httpscareersairbnbcom rel=noopener noreferrer nofollow target=blank> Click here <a> for the uptodate list of excluded states This list is continuously evolving so please check back with us if the state you live in is on the exclusion list If your position is employed by another Airbnb entity your recruiter will inform you what states you are eligible to work from <p> <p> <strong> Our Commitment To Inclusion amp Belonging <strong> <p> <p> Airbnb is committed to working with the broadest talent pool possible We believe diverse ideas foster innovation and engagement and allow us to attract creativelyled people and to develop the best products services and solutions All qualified individuals are encouraged to apply <p> <p> We strive to also provide a disability inclusive application and interview process If you are a candidate with a disability and require reasonable accommodation in order to submit an application please contact us at <a class=fontbold underline fontbold underline fontbold underline href=mailtoreasonableaccommodationsairbnbcom rel=noopener noreferrer nofollow target=blank> reasonableaccommodationsairbnbcom <a> Please include your full name the role youre applying for and the accommodation necessary to assist you with the recruiting process <p> <p> We ask that you only reach out to us if you are a candidate whose disability prevents you from being able to complete our online application <p><p>

Senior Software Engineer - MarTech

Company: Airbnb

Location: USA

Posted Apr 29, 2024

<p class=jobDescription> <p> <strong> The Community You Will Join <strong> <p> <p> The Marketing Technology team is focused on building the bestinclass platform to enable marketing and merchandising at Airbnb We build marketing automation tools and systems that are used by our stakeholders in Marketing Brand and Performance the Guest Experience and Hosting product development teams Policy and more Were looking for an experienced backend engineer who can lead efforts to build a scalable marketing platform that enables delivering personalized content to Airbnb users onsite eg Landing Pages SEMSEO pages and offsite such as with emails and push notifications <p> <p> <strong> The Difference You Will Make <strong> <p> <p> Your daytoday responsibilities includes <p> <ul> <li> <p> Work with cross functional partners including product managers designers and marketing managers to design and deliver highquality products to be served across various marketing channels <p> <li> <li> <p> Design and build technology for serving marketing content to guests and hosts via scalable and personalized landing pages emails push notifications and inproduct content <p> <li> <ul> <ul> <li> <p> Design and drive new integrations across other Airbnb teams <p> <li> <ul> <ul> <li> <p> Work with customers to identify usability issues and proactively fix them <p> <li> <li> <p> Build relationships with backend engineers in product orgs eg Homes Experiences to extend Airbnbs core functionality for marketing purposes <p> <li> <li> <p> Effectively partner with product engineering machine learning and infrastructure teams to enable personalization on MarTech product surfaces <p> <li> <li> <p> Scale existing systems to support new use cases and highprofile marketing launches <p> <li> <ul> <p> <strong> Your Expertise <strong> <p> <ul> <li> <p> 5+ years industry experience <p> <li> <li> <p> Bachelors andor Masters degree preferably in CS or equivalent experience <p> <li> <li> <p> Experience building new scalable reliable companywide platforms leveraging existing core functionalities <p> <li> <li> <p> Exposure to architectural patterns of a large highscale web application eg welldesigned APIs high volume data pipelines efficient algorithms <p> <li> <li> <p> Experience leading execution of ambiguous multiquarter projects including other engineers and refining unclear requirements into clear projects and deliverables <p> <li> <li> <p> Fluency in JVM Technologies Java Kotlin Graphql SQL Data stores <p> <li> <li> <p> Demonstrated knowledge of Computer Science fundamentals <p> <li> <li> <p> Experience with MarTech product stacks Landing Pages SEO Emails Push Notifications Audiencesetc as plus <p> <li> <ul> <p> <strong> Your Location <strong> <p> <p> This position is US Remote Eligible The role may include occasional work at an Airbnb office or attendance at offsites as agreed to with your manager While the position is Remote Eligible you must live in a state where Airbnb Inc has a registered entity <a class=fontbold underline fontbold underline fontbold underline href=httpscareersairbnbcom rel=noopener noreferrer nofollow target=blank> Click here <a> for the uptodate list of excluded states This list is continuously evolving so please check back with us if the state you live in is on the exclusion list If your position is employed by another Airbnb entity your recruiter will inform you what states you are eligible to work from <p> <p> <strong> Our Commitment To Inclusion amp Belonging <strong> <p> <p> Airbnb is committed to working with the broadest talent pool possible We believe diverse ideas foster innovation and engagement and allow us to attract creativelyled people and to develop the best products services and solutions All qualified individuals are encouraged to apply <p> <p> We strive to also provide a disability inclusive application and interview process If you are a candidate with a disability and require reasonable accommodation in order to submit an application please contact us at reasonableaccommodationsairbnbcom Please include your full name the role youre applying for and the accommodation necessary to assist you with the recruiting process <p> <p> We ask that you only reach out to us if you are a candidate whose disability prevents you from being able to complete our online application <p><p>

Frequently Asked Questions

What are typical salary ranges for ML roles at different seniority levels?
Junior ML Engineers earn $90k–$120k annually, mid‑level engineers $120k–$160k, senior engineers $160k–$220k, and lead or principal ML roles can reach $220k–$300k+. In large tech firms, the upper end can exceed $350k when including equity, while early‑stage startups may offer lower base but higher stock options.
What skills and certifications are required for ML positions?
Core expertise includes Python, Jupyter, TensorFlow, PyTorch, scikit‑learn, and SQL. MLOps proficiency with Docker, Kubernetes, and cloud services (AWS SageMaker, GCP AI Platform, Azure ML) is essential for production roles. Certifications such as TensorFlow Developer, AWS Certified Machine Learning – Specialty, and Google Cloud Professional Machine Learning Engineer can validate knowledge and accelerate hiring.
Are ML jobs available for remote work?
Yes, many ML positions are fully remote or hybrid. Companies like Scale AI, Databricks, and Cohere offer remote‑first policies. Remote work requires high‑speed internet, secure VPN access, and collaboration via tools like JupyterHub, Slack, and Asana, but it also expands the geographic talent pool.
What career progression paths exist in ML?
Typical paths start as ML Engineer or Data Scientist, advance to Senior ML Engineer, Lead Data Scientist, or Research Scientist, then transition into managerial roles such as ML Manager, Director of AI, or VP of Data & AI. Progression hinges on building a strong portfolio, publishing research, mentoring junior teammates, and mastering cross‑functional skills like product strategy and ethics.
What are current industry trends shaping ML careers?
Edge AI and federated learning are driving demand for on‑device models; AutoML platforms reduce time to deployment; responsible AI frameworks (e.g., IBM AI Fairness 360) shape compliance roles; reinforcement learning is expanding into robotics; and interpretability tools like SHAP and LIME are becoming standard in regulated sectors such as finance and healthcare.

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