Senior ML Engineer — Routing Cost & Geo Optimization

Mapbox; United States; Remote; USD 140,000 - 180,000; Full time

Job summary

Mapbox is seeking a Machine Learning Engineer III on the Routing Cost team to lead the design, development, and delivery of highly trafficked recommendation systems for our routing cost engine.

You will mentor engineers, design ML and data pipelines, build QA tools, and apply geospatial algorithms to optimize performance and detect outliers while collaborating with data scientists on movement and traffic models.

Qualifications

• 8-10+ years of backend and ML experience; extensive hands-on expertise.

Responsibilities

• Lead the engineering team(s) to execute end-to-end feature implementation within the larger navigation organization (~80 engineers).
• Design and build new ML and data pipelines, as well as optimizing existing ML and data pipelines.
• Build tools for automated quality assurance and data exploration.
• Leverage geospatial algorithms to optimize pipelines, as well as creating automated tuning and outlier detection algorithms.
• Partner with data scientists to make improvements to our models for determining patterns in movement and/or traffic.
• Mentor colleagues and participate in code and design reviews.
• Participate in an on-call rotation to ensure our systems remain available to customers 24/7.
• Team members alternate as the on-call primary responder, which may require immediate response outside normal working hours, including weekends.

Skills

Backend engineering

Machine Learning

Data pipelines

Geospatial algorithms

Code reviews

Mentoring

On-call rotation

Job description

Mapbox is seeking a Machine Learning Engineer III on the Routing Cost team to lead the design, development, and delivery of highly trafficked recommendation systems for our routing cost engine.

You will mentor engineers, design ML and data pipelines, build QA tools, and apply geospatial algorithms to optimize performance and detect outliers while collaborating with data scientists on movement and traffic models.