ML Software Engineer, ETA

Lyft • San Francisco, CA • 2h ago

At Lyft, our purpose is to serve and connect. We aim to achieve this by cultivating a work environment where all team members belong and have the opportunity to thrive.

We are hiring a Machine Learning Engineer to join our ETA team. Our team builds and maintains Lyft's system responsible for estimating/predicting ETAs for every ride request on our platform. ETAs play a critical role in matching decisions, pricing estimates and overall user experience. Low latency, high reliability and high accuracy are paramount for our success.

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

Our technology stack runs on AWS, Kubernetes, Go, Spark, Python and Apache Airflow. In this role, you will work with incredibly passionate and talented colleagues from software engineering, machine learning and data science on building rideshare experiences that delight millions of riders and drivers.

Responsibilities:

Perform data analysis and build proof-of-concept to explore and compare ML and non-ML solutions

Be able to make effective tradeoffs between model accuracy, its productization complexity and runtime performance

Develop statistical, machine learning, or optimization models

Write production quality code that can scale well to serve millions of requests per day

Participate in code reviews, design reviews, production on-call support and incident triaging process.

Write well-crafted, well-tested, readable, maintainable code

Experience:

B.S., M.S., or Ph.D. in Computer Science or other quantitative fields or related work experience

3+ years of Machine Learning experience

Nice-to-have: Experience with big data processing / distributed data pipelines and tools such as Apache Airflow and Spark

Ability to work in distributed teams spread across time zones. (North America and Europe)

Benefits:

Great medical, dental, and vision insurance options with additional programs available when enrolled

Mental health benefits

Family building benefits

Child care and pet benefits

401(k) plan with company match to help save for your future

In addition to 12 observed holidays, salaried team members have discretionary paid time off, hourly team members have 15 days paid time off

18 weeks of paid parental leave. Biological, adoptive, and foster parents are all eligible

Subsidized commuter benefits

Monthly Lyft credits and complimentary Lyft Pink membership

Lyft is an equal opportunity employer committed to an inclusive workplace that fosters belonging. All qualified applicants will receive consideration for employment without regards to race, color, religion, sex, sexual orientation, gender identity, national origin, disability status, protected veteran status, age, genetic information, or any other basis prohibited by law. We also consider qualified applicants with criminal histories consistent with applicable federal, state and local law.

Lyft highly values having employees working in-office to foster a collaborative work environment and company culture. This role will be in-office on a hybrid schedule - Team Members will be expected to work in the office 3 days per week on Mondays, Wednesdays, and Thursdays. Lyft considers working in the office at least 3 days per week to be an essential function of this hybrid role. Your recruiter can share more information about the various in-office perks Lyft offers. Additionally, hybrid roles have the flexibility to work from anywhere for up to 4 weeks per year. #Hybrid

The expected base pay range for this position in the San Francisco area is $140,800 - $176,000, not inclusive of potential equity offering, bonus or benefits. Salary ranges are dependent on a variety of factors, including qualifications, experience and geographic location. Your recruiter can share more information about the salary range specific to your working location and other factors during the hiring process.

Lyft

Go to Apply

Share this job

Similar Jobs

Senior Discovery Business and System Analyst (Top Secret Clearance Required)

Contact Government Services, LLC • San Francisco, CA • 13h ago

IT & Engineering

Senior Discovery Business and System Analyst Employment Type: Full-Time, Executive-Level Department: Legal CGS is seeking a dedicated Senior Discovery Business and System Analyst to join a fast-paced and hard-working...

13h ago

Go to Apply

Supply Chain Business Analyst

Apple • San Francisco, CA • 14h ago

IT & Engineering

Role Number: 200607146-3401 Summary Apple Operations is looking for an analyst with experience in operations, procurement, financial analysis or project management. This is a unique opportunity to learn about product dev...

14h ago

Go to Apply

Electrical Engineer (Data Centers)

Jacobs • San Francisco, CA • 23h ago

IT & Engineering

This job opportunity is available at ANY location in the United States. Ideally, selected candidates will be near a JACOBS U.S. based office, but we intend to hire the "best" candidates. At Jacobs, we drive to make a pos...

23h ago

Go to Apply

Senior Director of eDiscovery

Contact Government Services, LLC • San Francisco, CA • 1d ago

IT & Engineering

Senior Director Of eDiscovery Employment Type: Full Time, Executive Level Department: eDiscovery and Litigation Contact Government Services is seeking an experienced and motivated Senior Director of eDiscovery for one o...

1d ago

Go to Apply

Mechanical Engineer - Sericeability

ManpowerGroup • Foster City, CA • 1d ago

IT & Engineering

Our client, a leading innovator in the transportation and technology industry, is seeking a Mechanical Engineer to join their team. As a Mechanical Engineer, you will be part of the Serviceability Department supporting c...

1d ago

Go to Apply

Senior Lead Software Engineer, Distributed Systems (Golang + Python on Kubernetes)

Capital One • San Francisco, CA • 2d ago

IT & Engineering

Senior Lead Software Engineer, Distributed Systems (Golang + Python on Kubernetes) Do you love building and pioneering in the technology space? Do you enjoy solving complex business problems in a fast-paced, collaborativ...

2d ago

Go to Apply

SQL DBA / Systems Analyst

Contact Government Services, LLC • San Francisco, CA • 2d ago

IT & Engineering

SQL DBA / Systems Analyst Employment Type: Full Time, Mid-level Department: Information Technology CGS is seeking a SQL DBA / Systems Analyst to join our team supporting a wide-ranging technical support initiative for a...

2d ago

Go to Apply

Data Operations Supervisor

Robert Half • Oakland, CA • 2d ago

IT & Engineering

Description Data Operations Supervisor We are seeking an experienced Data Operations Supervisor to lead a team while overseeing membership data operations, dues processing, quality assurance, and reporting. This role com...

2d ago

Go to Apply

Senior Research Data Scientist, CoreX, YouTube

Google • San Bruno, CA • 2d ago

IT & Engineering

Senior Research Data Scientist, CoreX, YouTube corporatefare_ YouTube place San Bruno, CA, USA; Mountain View, CA, USA Mid Experience driving progress, solving problems, and mentoring more junior team members; deeper exp...

2d ago

Go to Apply

Electrical Engineer 3

CDM Smith • Walnut Creek, CA • 2d ago

IT & Engineering

Company Overview Check out this video and find out why our team loves to work here! ( https://www.cdmsmith.com/resources/videos/meet-cdm-smith ) Join Us! CDM Smith - where amazing career journeys unfold. Imagine a place...

2d ago

Go to Apply

Subscribe to get new jobs sent directly to you
(no charge, cancel anytime)