Remote ML Engineer - Autonomous Driving Metrics & Evaluation

Aimlroles; Northern (KY); Hybrid; USD 172,000 - 210,000; Full time

Benefits offered by this job

Healthcare benefits

HSA/FSA available

Retirement plan with employer match

Parental leave

Job summary

May Mobility, headquartered in Ann Arbor, MI, is expanding its autonomous shuttle and mobility services nationwide. We seek ML-oriented Software Engineers with robotics/AV background to join the Autonomous Driving ML team, applying ML engineering concepts to measure, analyze and improve the performance of May's Autonomous Driving stack through data, metrics, evaluation and test/hillclimbing suites.

As part of our team, you will design ML metrics, build evaluation pipelines, and drive model

Qualifications

• Bachelor's or Master's degree in Robotics, Computer Science, Statistics, or a related field.
• Minimum of 2 years building evaluation, metrics, or data analysis systems for ML in production.
• Proficiency in Python with Linux experience.
• Familiarity with ML basics and perception/planning concepts in Autonomous Driving.

Responsibilities

• Design and own ML metrics and evaluation pipelines for offline, simulation, and on-road performance.
• Build test, regression and hillclimbing suites gating model releases and triaging regressions.
• Drive model improvement through loss analysis, error mining, and data balancing for training/evaluation sets.

Skills

Python

Linux

Machine Learning

Data Analysis

Go

C++

Education

Bachelor's or Master's in Robotics/CS/Statistics

Tools

MLflow

Weights & Biases

Plotly

Grafana

Streamlit

Job description

May Mobility, headquartered in Ann Arbor, MI, is expanding its autonomous shuttle and mobility services nationwide. We seek ML-oriented Software Engineers with robotics/AV background to join the Autonomous Driving ML team, applying ML engineering concepts to measure, analyze and improve the performance of May's Autonomous Driving stack through data, metrics, evaluation and test/hillclimbing suites.

As part of our team, you will design ML metrics, build evaluation pipelines, and drive model