Machine Learning Engineer III, Routing Cost

As a Machine Learning Engineer III on the Routing Cost team, you will lead the design, development, and delivery of highly trafficked recommendation systems for our routing cost engine.

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

Requirements

8-10+ years of backend and ML experience; Experience with Reinforcement Learning; Extensive experience with Python, distributed processing pipelines (Hadoop, Spark, Airflow, Dask), and very large datasets – statistical analysis, data quality control, optimizing storage; Extensive experience with cloud and infrastructure services, including deploying and managing infrastructure in cloud environments; Drive a culture of quality and continuous improvement; Strong passion for clean code and robust architecture; Own the technical vision, lead the strategy and guide the team; Care deeply about customers and their problems; Have the humility to accept mistakes, learn and grow; Experience mentoring and leading engineering teams developing skill sets and career growth; Strong written and vocal communication skills; Data informed mindset

Benefits

Supportive health care; Parental leave; Flexibility for the things that come up in life; Environment of teaching and learning