Manager, Machine Learning
2024-11-03
USA
MyFitnessPal
At MyFitnessPal, our vision is to be the most trusted brand for improving your health through better food choices. We believe good health starts with what you eat. We provide the tools and resources to reach your weight management goals.
MyFitnessPal encourages innovation and adoption of the latest technologies available to deliver an amazing experience for our members. Our diverse team of brilliant technologists builds and maintains native mobile applications, a web application, the world’s largest nutrition database, constantly evolving data science and AI/ML assets, the backend infrastructure and data platform required to support these applications and databases, as well as the business systems and data required to manage an awesome company. Technologies, services and/or languages we work with: SQL, Python, MySQL, Snowflake, Databricks, PyTorch, Huggingface, Weights & Biases, Docker, Kubernetes, Ray/Kubeflow, Elasticsearch.
Essential Duties:
We are looking for a Manager of Machine Learning who is responsible for leading and scaling a team of talented data scientists and machine learning engineers. To thrive in this role, you will execute well in an agile environment where we’ll depend on you to make pragmatic decisions, establish and use tight feedback loops, and take calculated risks based on your knowledge from collaborating with your peers. You’ve led teams and have managed ML experts as direct reports before, and are comfortable delivering and receiving feedback with trust and candor. You know that your success is dependent on the success of your team, and you’re committed to coach and serve. You have implemented and built MLOps tools and processes before, and have demonstrated the knowledge and technical ability to scale and support impactful ML models in production. You will report directly to the Vice President of Data Science & Engineering.
What you’ll be doing:
Promote the professional growth and happiness of teammates through mentorship, coaching, and encouraging positive, fearless, and trust-based collaboration
Develop strong working relationships with partners in product management, product engineering, data engineering, platform engineering, PMO, Business Intelligence, HR, Finance, and Marketing
Be a hands-on leader of data scientists and ML engineers responsible for the development, maintenance and scalability of ML models that deliver a personalized experience throughout the MyFitnessPal user journey
Build and scale a ML Ops environment to empower the ML team to deploy quickly and efficiently
Partner with product engineering and data engineering to ensure the team adopts best practices for code development, DataOps/MLOps, testing, data quality, model maintenance and quality assurance
Support resolution of production issues with ML model-driven production features
Work with our engineering, data science, product and leadership teams in support of MyFitnessPal to solve critical user problems. This is a broad surface area and uses a variety of technologies
Enjoy jumping in and contributing to the codebase as a hands-on member of the data science team
Live our core values in all you do:
Be Kind and Care
Live Good Health
Be Data-Inspired
Champion Change
Leave it Better than You Found It
Make It Happen
Qualifications to be successful in this role:
Master's degree in Computer Science, Data Science, Machine Learning, or related field (PhD preferred)
7+ years of experience leading and managing teams
3+ years of experience managing machine learning engineers and deploying models to production
Proven track record of successfully developing and deploying impactful ML solutions within a specific business context (B2C preferred)
Applied experience deploying NLP solutions (mobile preferred)
Experience with generative AI and Large Language Models (LLMs)
Extensive experience in deep learning and optimizing training on large datasets
Solid understanding of what it takes to build production ML models at scale within consumer applications, and how to deploy and manage the entire ML lifecycle
Demonstrated leadership experience working effectively with engineers, data scientists, ML practitioners, and product managers to influence and drive ML and innovation into products
Strategic thinking and ability to incorporate larger business context into algorithm and product development
Excellent written communication skills and ability to present and articulate deep technical content to non-technical audiences. Ability to partner with all company functions to drive business impact
Experience helping other teammates grow through effective mentorship and coaching
Proven track record of success and impact working in a fast-paced, dynamic work environment
Please consider applying even if you don’t meet 100% of the qualifications. Research shows you can still be considered for a position if you meet some of the requirements. At MyFitnessPal, we’re building a fitness product for everyone and believe our team should reflect that. We encourage people of different backgrounds, experiences, abilities, and perspectives to apply.
The reasonably estimated salary for this role at MyFitnessPal ranges from $154,000 - $232,320. Actual compensation is based on factors such as the candidate’s skills, qualifications, and experience. In addition, MyFitnessPal offers a wide range of comprehensive and inclusive employee benefits for this role including healthcare, parental planning, mental health benefits, annual performance bonus, a 401(k) plan and match, responsible time off, monthly wellness and technology allowances, and others.Exciting Full-Time Employee Benefits, Perks and Culture
Face-to-Face Connections: We value personal connections. Enjoy opportunities to meet and connect with your team members in person to help forge meaningful relationships that extend beyond the virtual realm. Teams meet as often as needed and all of MyFitnessPal gathers annually.
Flexibility At Its Best: Achieve the work-life balance you deserve. Enjoy a flexible time-off policy and work on your own terms with our Responsible Time Off benefit.
Give Back: Use your volunteer days off to support what matters most to you. Each full time teammate receives 2 days per calendar year to give back to their community through service.
Mentorship Program: Take control of your career through our mentorship program where, if you’d like, you will be matched with a teammate who can help you scale your skills and propel your growth.
Family-Friendly Support: Embrace the journey with confidence and care. Enjoy our paid maternity and paternity leave, to provide time to balance family responsibilities with your career and take the time needed to strengthen family relationships. We understand the complexities of starting or expanding a family, which is why we provide best-in-class comprehensive assistance for fertility-related matters.
Wellness Comes First: Live Good Health is one of our core values. Receive a monthly Wellness Allowance, empowering you to focus on your physical and mental well-being by choosing from a range of wellness initiatives, including dedicated mental health days.
Celebrate Greatness: Your hard work deserves recognition! Our reward and recognition platform empowers peers to acknowledge and reward each other for the exceptional contributions they make.
Elevate Your Health & Fitness: Get access to MyFitnessPal Premium, allowing you to take your fitness, health and wellness journey to new heights.
Unlock Your Potential: Access our virtual learning and development library, and participate in training opportunities to continuously grow and enhance your skills.
Championing Inclusion: Our dedicated DEI Committee actively fosters a diverse and inclusive workplace by setting actionable goals and evaluating progress across the organization.
Healthcare Matters: Your well-being is our priority. Take advantage of our competitive medical, dental, and vision benefits that cater to your holistic healthcare needs. Feel secure and supported on your wellness journey.
Secure Your Future: Benefit from our retirement savings program, giving you peace of mind for your financial goals. Reach them sooner with MyFitnessPal’s competitive employer match.
At MyFitnessPal, our mission is to enable people to make healthy choices. And it wouldn't be possible without our team. We celebrate the unique POV that each person brings to the table and believe in a collaborative and inclusive environment. As an equal opportunity employer, we prohibit any unlawful discrimination on the basis of race, religion, military or veteran status, sex, gender, marital status, gender identity or expression, sexual orientation, national origin, age, or disability. These are our guiding ideologies and apply across all aspects of employment.
MyFitnessPal participates in E-Verify.
MyFitnessPal encourages innovation and adoption of the latest technologies available to deliver an amazing experience for our members. Our diverse team of brilliant technologists builds and maintains native mobile applications, a web application, the world’s largest nutrition database, constantly evolving data science and AI/ML assets, the backend infrastructure and data platform required to support these applications and databases, as well as the business systems and data required to manage an awesome company. Technologies, services and/or languages we work with: SQL, Python, MySQL, Snowflake, Databricks, PyTorch, Huggingface, Weights & Biases, Docker, Kubernetes, Ray/Kubeflow, Elasticsearch.
Essential Duties:
We are looking for a Manager of Machine Learning who is responsible for leading and scaling a team of talented data scientists and machine learning engineers. To thrive in this role, you will execute well in an agile environment where we’ll depend on you to make pragmatic decisions, establish and use tight feedback loops, and take calculated risks based on your knowledge from collaborating with your peers. You’ve led teams and have managed ML experts as direct reports before, and are comfortable delivering and receiving feedback with trust and candor. You know that your success is dependent on the success of your team, and you’re committed to coach and serve. You have implemented and built MLOps tools and processes before, and have demonstrated the knowledge and technical ability to scale and support impactful ML models in production. You will report directly to the Vice President of Data Science & Engineering.
What you’ll be doing:
Promote the professional growth and happiness of teammates through mentorship, coaching, and encouraging positive, fearless, and trust-based collaboration
Develop strong working relationships with partners in product management, product engineering, data engineering, platform engineering, PMO, Business Intelligence, HR, Finance, and Marketing
Be a hands-on leader of data scientists and ML engineers responsible for the development, maintenance and scalability of ML models that deliver a personalized experience throughout the MyFitnessPal user journey
Build and scale a ML Ops environment to empower the ML team to deploy quickly and efficiently
Partner with product engineering and data engineering to ensure the team adopts best practices for code development, DataOps/MLOps, testing, data quality, model maintenance and quality assurance
Support resolution of production issues with ML model-driven production features
Work with our engineering, data science, product and leadership teams in support of MyFitnessPal to solve critical user problems. This is a broad surface area and uses a variety of technologies
Enjoy jumping in and contributing to the codebase as a hands-on member of the data science team
Live our core values in all you do:
Be Kind and Care
Live Good Health
Be Data-Inspired
Champion Change
Leave it Better than You Found It
Make It Happen
Qualifications to be successful in this role:
Master's degree in Computer Science, Data Science, Machine Learning, or related field (PhD preferred)
7+ years of experience leading and managing teams
3+ years of experience managing machine learning engineers and deploying models to production
Proven track record of successfully developing and deploying impactful ML solutions within a specific business context (B2C preferred)
Applied experience deploying NLP solutions (mobile preferred)
Experience with generative AI and Large Language Models (LLMs)
Extensive experience in deep learning and optimizing training on large datasets
Solid understanding of what it takes to build production ML models at scale within consumer applications, and how to deploy and manage the entire ML lifecycle
Demonstrated leadership experience working effectively with engineers, data scientists, ML practitioners, and product managers to influence and drive ML and innovation into products
Strategic thinking and ability to incorporate larger business context into algorithm and product development
Excellent written communication skills and ability to present and articulate deep technical content to non-technical audiences. Ability to partner with all company functions to drive business impact
Experience helping other teammates grow through effective mentorship and coaching
Proven track record of success and impact working in a fast-paced, dynamic work environment
Please consider applying even if you don’t meet 100% of the qualifications. Research shows you can still be considered for a position if you meet some of the requirements. At MyFitnessPal, we’re building a fitness product for everyone and believe our team should reflect that. We encourage people of different backgrounds, experiences, abilities, and perspectives to apply.
The reasonably estimated salary for this role at MyFitnessPal ranges from $154,000 - $232,320. Actual compensation is based on factors such as the candidate’s skills, qualifications, and experience. In addition, MyFitnessPal offers a wide range of comprehensive and inclusive employee benefits for this role including healthcare, parental planning, mental health benefits, annual performance bonus, a 401(k) plan and match, responsible time off, monthly wellness and technology allowances, and others.Exciting Full-Time Employee Benefits, Perks and Culture
Face-to-Face Connections: We value personal connections. Enjoy opportunities to meet and connect with your team members in person to help forge meaningful relationships that extend beyond the virtual realm. Teams meet as often as needed and all of MyFitnessPal gathers annually.
Flexibility At Its Best: Achieve the work-life balance you deserve. Enjoy a flexible time-off policy and work on your own terms with our Responsible Time Off benefit.
Give Back: Use your volunteer days off to support what matters most to you. Each full time teammate receives 2 days per calendar year to give back to their community through service.
Mentorship Program: Take control of your career through our mentorship program where, if you’d like, you will be matched with a teammate who can help you scale your skills and propel your growth.
Family-Friendly Support: Embrace the journey with confidence and care. Enjoy our paid maternity and paternity leave, to provide time to balance family responsibilities with your career and take the time needed to strengthen family relationships. We understand the complexities of starting or expanding a family, which is why we provide best-in-class comprehensive assistance for fertility-related matters.
Wellness Comes First: Live Good Health is one of our core values. Receive a monthly Wellness Allowance, empowering you to focus on your physical and mental well-being by choosing from a range of wellness initiatives, including dedicated mental health days.
Celebrate Greatness: Your hard work deserves recognition! Our reward and recognition platform empowers peers to acknowledge and reward each other for the exceptional contributions they make.
Elevate Your Health & Fitness: Get access to MyFitnessPal Premium, allowing you to take your fitness, health and wellness journey to new heights.
Unlock Your Potential: Access our virtual learning and development library, and participate in training opportunities to continuously grow and enhance your skills.
Championing Inclusion: Our dedicated DEI Committee actively fosters a diverse and inclusive workplace by setting actionable goals and evaluating progress across the organization.
Healthcare Matters: Your well-being is our priority. Take advantage of our competitive medical, dental, and vision benefits that cater to your holistic healthcare needs. Feel secure and supported on your wellness journey.
Secure Your Future: Benefit from our retirement savings program, giving you peace of mind for your financial goals. Reach them sooner with MyFitnessPal’s competitive employer match.
At MyFitnessPal, our mission is to enable people to make healthy choices. And it wouldn't be possible without our team. We celebrate the unique POV that each person brings to the table and believe in a collaborative and inclusive environment. As an equal opportunity employer, we prohibit any unlawful discrimination on the basis of race, religion, military or veteran status, sex, gender, marital status, gender identity or expression, sexual orientation, national origin, age, or disability. These are our guiding ideologies and apply across all aspects of employment.
MyFitnessPal participates in E-Verify.