MLOps Engineering Manager

The Knot Worldwide · Remote

Company

The Knot Worldwide

Location

Remote

Type

Full Time

Job Description

WHAT WE DO MATTERS:

Here at The Knot Worldwide, we believe in doing work that matters. In 16 countries around the world, our leading family of brands (The Knot, WeddingWire, Bodas, Hitched, The Bash, The Bump, and more) inspire, inform, and celebrate our communities as they move through life’s milestones. Our couples and business partners depend on us. They're all in. So are we.

ABOUT THE ROLE AND OUR TEAM:  

TKWW is looking for an MLOps engineering manager that will architect and build a state-of-the-art machine learning infrastructure for the company. This person will lead a small team of talented MLOps engineers and collaborate closely with data scientists to develop tools that will speed up their work and convert model prototypes into production ML systems. In addition, this role will lead the development of batch and real-time data pipelines as well as assemble large datasets to support a variety of ML and data science use cases. As an MLOps engineering manager, you will be working in a fast-paced environment and using cutting-edge cloud technologies to develop a scalable data platform that will support years of company growth. 

RESPONSIBILITIES

  • Grow, lead, and mentor a team of MLOps engineers. 
  • Work with data science and business stakeholders to deploy scalable machine learning models in production in a timely manner. 
  • Design and implement a self-service platform to speed up development and automate the deployment and scaling of ML models in production. 
  • Assemble large, complex data sets that meet requirements to support data science and analytics projects. 
  • Responsible for architecting and managing the infrastructure to support all stages of the machine learning model lifecycle, including feature engineering, feature store, model training, testing, monitoring, and deployment in a production environment.
  • Proactively identify, design, and implement internal process improvements including automating manual work, optimizing data delivery, re-designing infrastructure for greater scalability. 
  • Build applications using open-source frameworks for big data processing and data orchestration (e.g. Apache Airflow, Kubernetes, Spark). 
  • Support daily operations and production of our data platform, including monitoring, quality, and governance utilities, CI/CD pipelines, and all data integration touchpoints. 

SUCCESSFUL CANDIDATE HAVE:

  • Bachelor’s degree in Computer Science, Engineering, Data Science or related field.
  • Excellent communication skills in English (oral and written). 
  • 5+ years of data platform / engineering experience with 3+ years of experience building big data pipelines using Python, SQL, and Apache Spark. 
  • 2+ years deploying and maintaining ML models in production with demonstrable business impact. 
  • Strong understanding of cloud architecture tools and services, such as S3, EMR, Kubernetes, Lambda functions, and cloud data warehouses (prior AWS experience is highly desirable).
  • Experience building streaming pipelines using Kafka and Spark or similar technologies.
  • Working knowledge of open-source data orchestration tools such as Apache Airflow, Luigi, Dagster, or Prefect and experience applying them. 
  • Snowflake experience is a plus.

#LI-XM1 #LI-Remote

At The Knot Worldwide, we believe you are more than a resume and invite you to go for it, take the leap of faith, and apply for this job if it sparks your passion to join TKWW and make a difference!   

WHAT WE LOVE ABOUT YOU:

  • You Dream Big. You iterate and experiment to drive innovation.
  • You Love Our Users. You keep our global community at the center of everything you do.
  • You Do the Right Thing. You strengthen your team through respect, fairness, and inclusion.
  • You Hustle Every Day. You favor urgency and own your outcomes. 
  • You Win Together. People are at the heart of our success and you play as a team.

WHAT YOU LOVE ABOUT US:

We believe in a wide range of holistic offerings to support our employees so that they can live our values day in and day out. From mental wellbeing, physical health and financial planning, to engaging perks and discounts, we are in the business of celebrating and supporting the Moments that Matter both in and out of the “office”. We offer flexible vacation, generous parental leave and prioritize initiatives that support the growth, development, and happiness of our people.

​​TKWW’s approach to the future of work: At the onset of the coronavirus pandemic, TKWW pivoted all global employees to remote work while prioritizing physical and mental wellbeing. While the majority of our global offices are open and available at this time, all TKWW employees have the ability to work remotely full time through the length of 2022. Upon entering our “new normal”, TKWW will pilot a hybrid work model where employees will have additional flexibility. (Note: employees who were hired into remote positions will continue to work fully remotely.)

--

US Notice: The Knot Worldwide provides equal employment opportunities (EEO) to all employees and applicants for employment without regard to race, color, religion, sex, national origin, age, or disability. In addition to federal law requirements, The Knot Worldwide complies with applicable state and local laws governing nondiscrimination in employment in every location in which the company has facilities. The Knot Worldwide expressly prohibits any form of workplace harassment based on race, color, religion, gender, sexual orientation, gender identity or expression, national origin, age, genetic information, disability, or veteran status.

US Applicants: If you are a resident of Colorado or New York City, please email [email protected] to request your state-specific job description. In the subject line, please add the specific job title of the role you are applying to. Please also be sure to specify your state of residence.

Apply Now

Date Posted

11/12/2022

Views

5

Back to Job Listings Add To Job List Company Profile View Company Reviews
Positive
Subjectivity Score: 0.8

Similar Jobs

Senior Design Manager (Infrastructure) - Canonical

Views in the last 30 days - 0

Canonical a leading opensource provider seeks a Senior Design Manager to drive innovation in cloud and AI technologies The role offers remote work glo...

View Details

Product Manager Wallet SDKs - Startale

Views in the last 30 days - 0

The text describes a job alert system where applicants must mention UNSELFISH and use a specific tag to demonstrate they read the post It explains the...

View Details

Senior Product Designer - Org & Security - Typeform

Views in the last 30 days - 0

This job description outlines a role in developing an intelligent contact management system with AI capabilities The position involves designing user ...

View Details

Executive Director Patient Advocacy - Kyverna Therapeutics

Views in the last 30 days - 0

Kyverna Therapeutics is seeking an Executive Director for Patient Advocacy to lead initiatives in autoimmune disease treatment The role involves build...

View Details

Medical Affairs Writer Contract - Kyverna Therapeutics

Views in the last 30 days - 0

Kyverna Therapeutics seeks a Medical Affairs Writer to develop scientific publications and communications for cell therapy innovations The role requir...

View Details

Recovery Analyst Underpayments - Trend Health Partners

Views in the last 30 days - 0

TREND Health Partners seeks an Underpayment Recovery Analyst to optimize client reimbursement through collaboration and detailed claim analysis The ro...

View Details