Product Manager, Machine Learning (Experience)

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about 4 years old

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 At Lyft, community is what we are and it’s what we do. It’s what makes us different. To create the best ride for all, we start in our own community by creating an open, inclusive, and diverse organization where all team members are recognized for what they bring.

At Lyft, we're building tools that help make the process of developing and deploying Machine Learning models as simple as possible while producing results and are powerful. The Product Manager for Machine Learning Experience will focus on creating an optimized experience for scientists and engineers in their work creating the models that drive Lyft’s results. The quality and reliability of our machine learning tools directly contribute to Lyft's ability to produce quality and timely results across its entire product line - e.g. Pricing, marketing optimization, Level 5 self-driving, driver and passenger incentives and many others.

The teams across Lyft rely on Big Data tools and platforms to access and process data both in real-time and in offline modes and link features and models into complete machine learning pipelines that would be used in a variety of production scenarios. These tools need to be more accessible and flexible to increase our speed to market with new features.

The Machine Learning Platform team is looking for a product manager that enjoys creating great technology that scales to support our entire business in the fast moving machine learning space.

Responsibilities:

  • The Machine Learning Platform team is responsible for creating machine learning tools and systems and gaining successful adoption to enable Science and machine learning software engineer’s power Lyft’s decisions with machine Learning. The Machine Learning Experience (sub team of Machine Learning Platform) team drives our work to simplify and democratize creating and optimizing machine learning models
  • This role is focused on creating and driving the strategy for Lyft’s model experience infrastructure. This includes getting the right experience for scientist and machine learning engineers across UX tooling and command line based tooling, helping our model creator succeed in their usage, and driving market innovations into Lyft in machine learning
  • Will be collaborating with other machine learning Product Managers, Engineering managers across machine learning and key customers like Pricing,Mapping, and Science leadership

Experience:

  • 5+ years successful product management experience shipping developer focused tools
  • An academic background in an engineering or quantitative discipline
  • Familiarity with machine learning modeling workflows and basics of Data Science feature selection and engineering, different machine learning model families, optimization considerations for machine learning models, deployment and serving challenges
  • Familiarity with machine learning platforms = TensorFlow, PyTorch, SKLearn
  • Knowledge of big data systems = Spark, Hadoop, Kubernetes
  • Served previously in a Data Science or Machine Learning Engineer role

Benefits:

  • Great medical, dental, and vision insurance options
  • In addition to 11 observed holidays, salaried team members have unlimited paid time off, hourly team members have 15 days paid time off
  • 401(k) plan to help save for your future
  • 18 weeks of paid parental leave. Biological, adoptive, and foster parents are all eligible
  • Monthly commuter subsidy to cover your transit to work
  • 20% off all Lyft rides

 

Lyft is an Equal Employment Opportunity employer that proudly pursues and hires a diverse workforce. Lyft does not make hiring or employment decisions on the basis of race, color, religion or religious belief, ethnic or national origin, nationality, sex, gender, gender-identity, sexual orientation, disability, age, military or veteran status, or any other basis protected by applicable local, state, or federal laws or prohibited by Company policy. Lyft also strives for a healthy and safe workplace and strictly prohibits harassment of any kind. Pursuant to the San Francisco Fair Chance Ordinance and other similar state laws and local ordinances, and its internal policy, Lyft will also consider for employment qualified applicants with arrest and conviction records.