Machine Learning Jobs in Washington DC
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Machine Learning Engineer Sensing
Company: Global Fishing Watch
Location: Washington, District of Columbia, United States
Posted Feb 01, 2024
<p><strong>Background<strong> Global Fishing Watch is an international nonprofit organization committed to advancing ocean governance through increased transparency We create and publicly share knowledge about human activity at sea to enable fair and sustainable use of our ocean Founded in 2015 through a collaboration between Oceana SkyTruth and Google GFW became an independent nonprofit organization in 2017 Using cuttingedge technology we create and publicly share map visualizations data and analysis tools to enable scientific research and drive a transformation in how we manage our ocean By 2030 we aim to monitor and map all commercial activity at sea including all industrial fishing vessels smallscale fishing activity all large nonfishing vessels and all fixed infrastructure such as aquaculture and oil rigs We also plan to work with intergovernmental organizations and 30 governments around the globe to promote the adoption of transparency more widely and publicly share ocean data to drive better management of marine resources<p> <p><strong>The Position<strong><p> <p>The Research and Innovation team at Global Fishing Watch GFW connects data science and machine learning experts with the scientific community to produce new datasets publish impactful research and empower others to use our data This team harnesses satellite technology machine learning and big data to shed light on some of the most pressing issues facing the ocean<p> <p>We are now working to map the global footprint of commercial activity at sea including the activity of all oceangoing vessels and fixed infrastructure This work involves combining deep learning and data fusion techniques with petabytes of satellite imagery radar and optical and billions of GPS positions from vessels mostly from the Automatic Identification System AIS and Vessel Monitoring Systems<p> <p>The Machine Learning Engineer will assist with large data pipelines of satellite imagery and help build computer vision models to detect and classify maritime objects in imagery data The initial focus will be on vessel detection in highresolution 3 m PlanetScope optical imagery from Planet Labs leveraging an existing model architecture developed for Sentinel2 Subsequent work includes implementing new models to expand the detection capability to offshore infrastructure using new satellite imagery sources The candidate will also collaborate closely with other members of the Research and Innovation team to correlate detected vessels position time and length to vessels tracked by AIS Finally the candidate will work closely with the GFW Engineering and Product teams to ensure solutions are compatible and scalable within our cloud infrastructurenbsp<p> <p>The incumbent will gain experience working with leading researchers in the field and will interface daily with GFW’s team of data scientists and machine learning experts They will develop further technical skills in programming big data and cloud computing while working for a globally diverse and fully distributed organization The successful candidate will be organized and excited to help Global Fishing Watch develop strong partnerships and cuttingedge researchnbsp<p> <p><strong>Principal Duties and Responsibilities<strong><p> <p>Model development for small object detection<p> <ul> <li>Design train and evaluate computer vision models for object detection in satellite imagery with an emphasis on vessel detection in optical imagerynbsp<li> <li>Implement preprocessing pipelines to obtain imagery and prepare it for annotation and modellingnbsp<li> <li>Devise annotation strategies and tools for labelling vessels and fixed infrastructure in satellite images<li> <li>Improve our training datasets and build new training datasets for other humanmade objects potentially managing external annotation services<li> <ul> <p>Additional tasks may include<p> <ul> <li>Provide technical support to the senior machine learning engineers responsible for developing and advancing other Global Fishing Watch models<li> <li>Assist data fusion efforts to integrate detections from multiple sources eg Sentinel1 SAR and Sentinel2 optical accounting for the recall of each model length of the objects cloudiness and image resolution among others<li> <li>Analyze large amounts of data from various sources such as vessel tracking identity and satellite imagery to identify trends anomalies and insights<li> <li>Ensure the integrity and accuracy of key data pipelines and research BigQuery tablesnbsp<li> <li>Maintain and improve internal Python tools such as modules and template repositories to assist with migrating research projects from proofofconcepts to automated prototypes<li> <li>Lead or support eventual research publications and technical blog posts<li> <ul> <h4><strong>Candidate description<strong><h4> <p><em>Skills you should have<em><p> <ul> <li>Bachelors degree and at least four years of professional experience or an equivalent combination of education and experience in physicalearth sciences or a related field<li> <li>Demonstrated skills and experience with Python<li> <li>Strong foundation in mathematics and statistics<li> <li>Familiarity working with geospatial data<li> <li>Demonstrated experience working with cloud compute platforms and virtualized environments<li> <li>Selfmotivated with a strong curiosity and desire to learn new skills<li> <li>Willingness to take ownership of projects and communicate project updates<li> <li>Written and verbal communication skills in English<li> <li>Ability to work with a remote team and embrace Slack Google Suite Jira Notion and other collaborative tools<li> <ul> <p><em>Also great<em><p> <ul> <li>Some experience with database query languages such as SQL<li> <li>Demonstrated experience with computer vision models<li> <li>Demonstrated experience with frameworks such as TensorFlow or PyTorch<li> <li>Familiarity with containerization tools like Docker and execution of models inside them<li> <li>An appreciation for the complexities and rewards of collaborating in a remote global and inclusive environment<li> <li>Experience engaging with academic researchers and the peerreview process<li> <li>Awareness of ethical considerations related to privacy and bias in satellite imagery analysis<li> <ul> <p>The successful candidate will meet most but not necessarily all of the criteria above Although it is obviously helpful we do not expect that you already have a deep knowledge of building models or our key programming languages we do expect that you have the aptitude to develop these skills and knowledge and that you are excited about revealing human activity across the global ocean using these tools If you don’t think you check all the boxes but believe you have unique skills that make you a great fit for the role we want to hear from you<p> <p><strong>Additional Information<strong><p> <p>Reporting to Senior Data Scientist Senior Data Science Manager<p> <p>Manages NA<p> <p>Location Remote we welcome candidates based in any country<p> <p>Term Permanent position<p> <p>FTPT Fulltime<p> <p><strong>Recruiting process<strong><p> <p>A cover letter along with a CV will be requested to see how your experience and interest connect to the position We expect the cover letter to explain details on how your skills interests and aspirations align with the role If selected for consideration the hiring process for this position will include a formal 45 minute interview with 23 staff followed by a 30 minute administrative screening by a Human Resources manager Candidates advancing beyond this round will be asked to take a technical assessment Lastly an informal 30 minute call with 34 members of the Research and Innovation team will be held with finalists<p> <p><em><strong>Please apply by January 26 2024<strong><em><p> <p><strong><em>Working Hours<em><strong><em> Global Fishing Watch supports flexible working so the pattern of hours may vary according to operational and personal needs The position will be part of a global team spanning many different time zones and so the candidate should be able to accommodate semiregular earlylate meetings to be able to work effectively Weekend work may be required on occasion The post holder may be required to undertake regional and international travel No overtime is payable<em><p> <p><strong><em>Compensation<em><strong><em> A compensation range for this position is <em><em>US$ 90000$110000 <em><em>for USbased employees For applicants located outside of the US the pay range will be adjusted to the country of hire<em><em><em><em> Compensation is commensurate with experience and will vary depending on the hired candidate’s country of residence in accordance with local laws and regulations GFW offers pensionretirement health and other benefits commensurate with similar level GFW employees in the country of employment The position may be a GFW employee or consultant depending on the country of residencenbspnbsp<em><p> <p><strong><em>Equal opportunities<em><strong><em> Global Fishing Watch is an equal opportunities employer Global Fishing Watch is committed to promoting diversity and inclusion within our organization and in the greater ocean management and conservation community We believe that diverse backgrounds skills knowledge and viewpoints make us a stronger organization Bringing together professionals who possess broad experiences and a spectrum of perspectives will enable us to reach our goal of improved ocean governance faster We hire and promote qualified professionals without regard to actual or perceived race color religion or belief sex sexual orientation gender identity marital or parental status national origin age physical or mental disability or medical condition or any other characteristic protected by applicable law Our organizational goals match the urgent challenges facing our global ocean and our mission is designed to help secure a healthy ocean for all We are committed to building a workforce that is representative of humanity’s diversity by providing an inclusive and welcoming environment for all employees of Global Fishing Watch and for our partners vendors suppliers and contractors<em><p><br><br>Please mention the word MOTIVATED and tag RNTIuMTYwLjExMS41Ng== when applying to show you read the job post completely RNTIuMTYwLjExMS41Ng== This is a beta feature to avoid spam applicants Companies can search these words to find applicants that read this and see theyre human
Lead Software Engineer, Full Stack (Enterprise Data)
Company: Capital One
Location: Washington DC
Posted Dec 24, 2023
All qualified applicants will receive consideration for employment without regard to sex (including pregnancy, childbirth or related medical conditions), race, color, age, national origin, religion, disability, genetic information, marital status, sexual orientation, gender identity, gender reassignment, citizenship, immigration status, protected veteran status, or any other basis prohibited under applicable federal, state or local law. Eligibility varies based on full or part-time status, exempt or non-exempt status, and management level. Capital One offers a comprehensive, competitive, and inclusive set of health, financial and other benefits that support your total well-being. Capital One will consider for employment qualified applicants with a criminal history in a manner consistent with the requirements of applicable laws regarding criminal background inquiries, including, to the extent applicable, Article 23-A of the New York Correction Law; San Francisco, California Police Code Article 49, Sections 4901-4920; New York City's Fair Chance Act; Philadelphia's Fair Criminal Records Screening Act; and other applicable federal, state, and local laws and regulations regarding criminal background inquiries.If you have visited our website in search of information on employment opportunities or to apply for a position, and you require an accommodation, please contact Capital One Recruiting at 1-800-304-9102 or via email at [email protected] . Capital One promotes a drug-free workplace. All information you provide will be kept confidential and will be used only to the extent required to provide needed reasonable accommodations.For technical support or questions about Capital One's recruiting process, please send an email to [email protected] Capital One does not provide, endorse nor guarantee and is not liable for third-party products, services, educational tools or other information available through this site.Capital One Financial is made up of several different entities. Please note that any position posted in Canada is for Capital One Canada, any position posted in the United Kingdom is for Capital One Europe and any position posted in the Philippines is for Capital One Philippines Service Corp. (COPSSC). Learn more at the Capital One Careers website . What You'll Do: Lead a portfolio of diverse technology projects and a team of developers with deep experience in distributed microservices, and full stack systems to create solutions that help meet regulatory needs for the company Share your passion for staying on top of tech trends, experimenting with and learning new technologies, participating in internal & external technology communities, mentoring other members of the engineering community Collaborate with digital product managers, and deliver robust cloud-based solutions that drive powerful experiences to help millions of Americans achieve financial empowerment Utilize programming languages like Python and Go, Open Source RDBMS and NoSQL databases, Container Orchestration services including Docker and Kubernetes, and a variety of AWS tools and services Lead the technical design and implementation for the team which usually includes technologies such as: Python, Apache Airflow, Apache Spark, PostgreSQL, Presto SQL, Snowflake SQL Amazon Web Services (Security Groups, Batch, Lambda, SSH, S3, ECS, EC2, ALB, RDS, IAM, SNS, Fargate, ElastiCache, Redis) Administer multiple schemas in multiple datasets, including controlling access and change approvals according to best practices and all regulatory requirements and policies Maintain documentation in Google Sheets and Confluence Mentor team members, including guidance on technical decisions and resolving technical issues Assist Manual Review team in verifying accuracy and completeness of third party data Assist in evaluation and onboarding of new data and removal of old data Monitor day-to-day operations to ensure seamless operation of all Fulfillment tasks Maintain all packages and components for compliance and vulnerability remediation Develop and review high level and functional designs for new features in a way that conserves or improves on existing functionality and performance, without impacting compliance Work with Product, Data Ethics & Privacy Office (DEPO), Architecture, and other Tech Leaders to ensure all work is completed, tested, and deployed in a timely manner Communicate successes, failures, and potential failures in a timely manner to all stakeholders to maintain expectations at the highest levels Basic Qualifications: Bachelor's Degree At least 6 years of experience in software engineering (Internship experience does not apply) At least 1 year experience with cloud computing (AWS, Microsoft Azure, Google Cloud) Preferred Qualifications: Master's Degree 6+ years of experience with Python 3+ years of experience with AWS 2+ years of experience with Airflow 2+ years of experience with Spark 2+ years of experience with Presto or Snowflake 4+ years of experience in open source frameworks 1+ years of people management experience 2+ years of experience in Agile practices At this time, Capital One will not sponsor a new applicant for employment authorization for this position. Capital One is an equal opportunity employer committed to diversity and inclusion in the workplace.
(Principal) Lead Economist
Company: World Bank Group
Location: Washington DC
Posted Dec 24, 2023
The International Finance Corporation (IFC), a member of the World Bank Group, is seeking a Principal/Lead Economist for its Development Impact Measurement Department (CDI). The role involves leading the development and implementation of an impact evaluation program for IFC investments and advisory projects. The successful candidate will conduct ex-post empirical evaluations, publish academic papers, establish partnerships with academia, and work closely with IFC clients. The position requires a PhD in Economics, extensive experience in private sector development, and strong analytical and quantitative skills.
Mgr Design Engineering
Company: Exelon
Location: Washington DC
Posted Dec 24, 2023
Exelon, a Fortune 200 company, is seeking a Pepco Engineering Manager to lead distribution engineering and design activities. The role involves managing electrical and gas engineering designs, ensuring adherence to standards, and promoting a culture of safety, innovation, and community service. The manager will oversee a team of 5-7 direct reports and 30-40 indirect reports, responsible for designing and maintaining distribution systems for over a million customers. The ideal candidate should have a Bachelor's degree in Engineering or related field, 7-10 years of relevant experience, and strong leadership and management skills.
Data Scientist
Company: AIS (Applied Information Sciences)
Location: Washington DC
Posted Dec 23, 2023
The job posting is for a Data Scientist position at AIS, located in Mclean, VA. The role involves supporting machine learning model development and deployment, triaging large commercial datasets, identifying trends, and integrating models into software. The ideal candidate should have extensive experience in machine learning methodologies, data science models testing, optimization, validation, and tests automation. They should also be proficient in Python, other scripting languages, and deep learning libraries. Familiarity with cloud-based platforms and cybersecurity-related workflows is also required. AIS values its employees, offering opportunities for growth and innovation, and is committed to diversity and equal opportunity.
Machine Learning Engineer Sensing
Company: Global Fishing Watch
Location: Washington, District of Columbia, United States
Posted Feb 01, 2024
Global Fishing Watch is seeking a Machine Learning Engineer to join their Research and Innovation team. The role involves developing computer vision models for vessel detection in satellite imagery, improving training datasets, and collaborating with other team members. The candidate should have a background in physical/earth sciences, strong Python skills, and experience with cloud compute platforms. The position offers opportunities for professional growth, working with leading researchers, and contributing to cutting-edge research in ocean governance.
Head
Company: World Bank Group
Location: Washington DC
Posted Dec 24, 2023
The World Bank Group is seeking a candidate to lead the Independent Evaluation Group's (IEG) Methods Advisory Function (MAF). The successful candidate will have significant experience in designing, conducting, and leading independent evaluations, as well as advising evaluation teams on evaluation design and methods.
General Ledger Accountant
Company: Alarm.com
Location: Washington DC
Posted Dec 24, 2023
Alarm.com is seeking a General Ledger Accountant with 2-4 years of progressive accounting and finance experience. The role involves recording cash entries, preparing bank reconciliations, and maintaining recurring journal entries. The candidate should be well-versed in GAAP accounting, have strong analytical skills, and be comfortable working independently. Alarm.com offers competitive pay, benefits, and a dynamic work environment with opportunities for growth and collaboration.
Senior Staff Software Engineer - Calibration & Control
Company: IonQ
Location: Washington DC
Posted Dec 24, 2023
We welcome different voices and viewpoints and do not discriminate on the basis of race, religion, color, national origin, ancestry, physical and/or mental disability, medical condition, genetic information, marital status, sex, gender, gender identity, gender expression, transgender status, age, sexual orientation, and military or veteran status, or any other basis protected by law. At IonQ, we believe in fair treatment, access, opportunity and advancement for all, while at the same time striving to identify and eliminate barriers. We empower employees to thrive by fostering a culture of autonomy, productivity, and respect. We are dedicated to creating an environment in which any individual can feel welcomed, respected, supported and valued. You’d be a good fit with: Bachelor’s degree in Mechatronics, Electrical Engineering, Computer Science, Mathematics, Physics, Statistics, or related field 10+ years experience in one or more general-purpose programming languages (like Go, Rust, C++, or Python) 5+ years professional experience in a field (e.g. robotics) that utilizes feedback control systems and control theory, including classical and modern techniques: PID, frequency domain compensation, root locus, LQR, Kalman filters, and model predictive control Experience writing and testing control algorithms on physical hardware, and debugging with hardware-in-the-loop You’d be a great fit with: Master’s degree or PhD in Engineering, Computer Science, Mathematics, Physics, or Statistics, or related scientific field Experience with using machine learning techniques to inform closed-loop calibrations Prior experience working with lasers Familiarity with computer vision Basic or working knowledge of quantum computers Location: IonQ’s operating system team is based in our bright, airy College Park, Maryland Location, due to our highly collaborative and interactive work with the hardware teams building the world’s best quantum computers. If you are interested in being a part of this team and mission, we encourage you to apply. We have also recently announced our new manufacturing and production facility in the Seattle, Washington area. However, IonQ will be expanding into additional geographies both domestically and internationally so don’t let this stop you from applying. Our HQ is located in College Park, Maryland and we are a 15 minute metro ride from Washington DC.
Senior Account Executive, LE/GE, GTS
Company: Gartner
Location: Washington DC
Posted Dec 24, 2023
Gartner is seeking a Senior Account Executive with 8-15 years of consultative sales experience, preferably in high technology. The role involves account management, quota responsibility, and maintaining competitive knowledge. The company offers a competitive salary, generous paid time off, and professional development opportunities. Gartner is committed to diversity and equal employment opportunities.
Technical Program Manager of Child Safety
Company: Cloudflare
Location: Washington DC
Posted Dec 24, 2023
All qualified applicants will be considered for employment without regard to their, or any other person's, perceived or actual race, color, religion, sex, gender, gender identity, gender expression, sexual orientation, national origin, ancestry, citizenship, age, physical or mental disability, medical condition, family care status, or any other basis protected by law. Export Administration Regulations. Examples of reasonable accommodations include, but are not limited to, changing the application process, providing documents in an alternate format, using a sign language interpreter, or using specialized equipment. Have public speaking experience. We're a highly ambitious, large-scale technology company with a soul. Maturity, high judgment, negotiation skills, ability to influence, analytical talent and leadership are essential to success in this role. Familiarity with video hashing technologies. Here's the deal - we don't store client IP addresses never, ever. Have experience working on Transparency Reports. If you require a reasonable accommodation to apply for a job, please contact us via e-mail at [email protected] or via mail at 101 Townsend St. San Francisco, CA 94107.
Senior Manager, Sustainability Communications
Company: Mars
Location: Washington DC
Posted Dec 24, 2023
The job posting is for a Senior Manager, Sustainability Communications position in McLean, VA. The role involves leading the company's sustainability reporting communications, supporting the corporate reputation strategy, and demonstrating expertise in voluntary sustainability reporting. The ideal candidate should have a Bachelor's Degree, 8+ years of experience in sustainability/ESG reporting, public relations, or external corporate communications, and fluency in English. Key responsibilities include setting a yearly cadence for reporting needs, collaborating with stakeholders, and contributing to the corporate reputation strategy. The candidate should be familiar with external reporting frameworks, have knowledge of business strategy and operations, and possess strong strategic planning and project management skills.