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Lyft // on-demand ride-sharing
 
Engineering, Full Time    San Francisco, CA    Posted: Wednesday, February 26, 2020
 
   
 
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JOB DETAILS
 

At Lyft, our mission is to improve peoples lives with the worlds best transportation. To do this, we start with our own community by creating an open, inclusive, & diverse organization.

With over half a billion rides & counting, Lyft is solving hard problems in a rapidly growing domain with a lot of data & creative solutions in Marketplace, Mapping, Fraud, Growth & beyond. While traditional approaches to optimization & problem decomposition are sufficient to disrupt transportation, building next-generation platform for low-cost, ultra-immersive transportation to improve peoples lives warrants modern ML utilizing peta-byte scale data. Our highly motivated Machine Learning Engineers work on these challenging problems & define solutions to directly impact various aspects of our core business.

If you are a critical thinker with experience in machine learning workflows, passionate about solving business problems using data & working in a dynamic, creative, & collaborative environment, we are searching for you.

Responsibilities:

  • Design scalable & fault tolerant systems for ML Platform.
  • Design & develop solutions to automate Machine Learning tasks
  • Work closely with Product Managers, Research Scientists & ML Engineers to develop solutions for scalable & efficient training & productionizing of machine learning models.
  • Participate in code reviews to ensure code quality & distribute knowledge

Experience:

  • B.S., M.S. or Ph.D. in Computer Science or related technical field
  • 3+ years of industry or research experience developing ML models
  • 5+ years of industry experience building distributed systems
  • Deep knowledge of Machine Learning & statistics with hands on modeling experience.
  • Experience with ML libraries like scikit-learn, Tensorflow, lightgbm, xgboost etc
  • Practical knowledge of how to build efficient end-to-end ML workflows
  • Experience with design patterns & test driven development
  • Strong oral & written interpersonal skills

Benefits

  • Great medical, dental, & 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, & 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 & 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 & safe workplace & strictly prohibits harassment of any kind. Pursuant to the San Francisco Fair Chance Ordinance & other similar state laws & local ordinances, & its internal policy, Lyft will also consider for employment qualified applicants with arrest & conviction records.

 
 
 
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