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Senior ML Software Engineer, Mapping

Northwind Robotics · San Francisco, CA · Posted 10d ago

onsiteseniorEstimated 113k-258k USD🇺🇸 United States
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About the role

Build and improve mapping systems using machine learning and data processing techniques.

At Northwind Robotics, 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. The Mapping team at Northwind Robotics is tasked with building a digital representation of the physical world - a map. We collect and serve the freshest and most accurate mapping data possible, along with algorithms, models, platform services, and map-based user experiences that power Northwind Robotics’s current and future transportation offerings. Mapping represents a huge opportunity for Northwind Robotics’s business, but also a big challenge. We build and scale systems that deal with large data storage, real-time data processing, machine / deep learning pipelines, routing and ETA models, driver and passenger location tracking, and more. We built beautiful and magical user experiences on top of all those services, and compete with companies that have been in the mapping business for decades. To strengthen our efforts, we are hiring a Senior ML Engineer who will work end-to-end on creating and improving new capabilities to detect changes in the environment and reflect them in our Northwind Robotics map using a wide variety of input sources from the Northwind Robotics fleet. For this we are looking for someone who values software engineering best practices, loves the algorithmic and geospatial side of the challenge and is data-driven from start to end. Our technology stack ranges from basic machine learning models to large language models and running them at scale on millions of images. You will work with incredibly passionate and talented colleagues from machine learning, data science, and engineering on projects that delight our passengers and drivers – powered by an up to date map. Responsibilities: Partner with Engineers, Data Scientists, Product Managers, and Business Partners to apply machine learning for business and user impact Perform data analysis and build proof-of-concept to explore and propose ML solutions to both new and existing problems Develop statistical, machine learning, or optimization models Write production quality code to launch machine learning models at scale Evaluate machine learning systems against business goal Experience: B.S., M.S., or Ph.D. in Computer Science or other quantitative fields or related work experience 5+ years of Machine Learning experience Passion for building impactful machine learning models leveraging expertise in one or multiple fields. Proficiency in Python, Golang, or other programming language Excellent communication skills and fluency in English Strong understanding of Machine Learning methodologies, including supervised learning, forecasting, recommendation systems, reinforcement learning, and multi-armed bandits 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 Northwind Robotics credits and complimentary Northwind Robotics Pink membership Northwind Robotics 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. Northwind Robotics 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. Northwind Robotics 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 Northwind Robotics 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 $162,800 - $203,500, 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.

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Why this role stands out

  • medical insurance
  • dental insurance

Responsibilities

  • Apply machine learning for business and user impact
  • Perform data analysis and build proof-of-concept ML solutions
  • Develop statistical, machine learning, or optimization models
  • Write production code to launch ML models at scale

Must-have skills

  • python
  • golang
  • 5+ years machine learning
  • supervised learning
  • forecasting
  • recommendation systems
  • reinforcement learning
  • multi-armed bandits
  • computer science
  • english

Nice-to-have skills

  • large language models

Benefits

  • medical insurance
  • dental insurance
  • vision insurance
  • mental health benefits
  • family building benefits
  • child care benefits
  • pet benefits
  • 401(k) with match
  • discretionary PTO
  • 18 weeks paid parental leave

FAQ

Is the Senior ML Software Engineer, Mapping role at Northwind Robotics remote?+

This Senior ML Software Engineer, Mapping position is listed as onsite (San Francisco, CA).

What is the salary for the Senior ML Software Engineer, Mapping role at Northwind Robotics?+

The listing states Estimated 113k-258k USD.

What seniority level is this Senior ML Software Engineer, Mapping role?+

This is a senior level position.

What skills does the Senior ML Software Engineer, Mapping role require?+

Key requirements include python, golang, 5+ years machine learning, supervised learning, forecasting, recommendation systems, reinforcement learning, multi-armed bandits.

How do I apply for the Senior ML Software Engineer, Mapping role at Northwind Robotics?+

Use the "Apply on greenhouse:lyft" button to open the original posting on greenhouse:lyft, where you can submit your application directly to Northwind Robotics.