Robotics Engineer II (Autonomous Vehicles)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Robotics Engineer II (Robotics/C++/Python): Training, integrating, and testing ML models for on-vehicle autonomy software with an accent on reliability, latency optimization, and real-world validation. Focus on diagnosing field issues, designing data collection strategies, and developing performance analysis tools for behavior and control subsystems.
Location: Onsite in Ann Arbor, MI
Salary: $130,000 - $155,000 USD
Company
is transforming cities through autonomous technology to create a safer, greener, and more accessible world.
What you will do
- Train, integrate, and test Machine Learning models for on-vehicle Autonomy software.
- Optimize and monitor software for maximum reliability and minimum latency.
- Coordinate and execute on-vehicle tests to validate performance in real-world scenarios.
- Diagnose and root-cause issues reported by commercial operations via the Field Response process.
- Design and oversee data collection strategies to address ML model deficiencies.
- Develop tools and visualizations to analyze behavior and control subsystems from field data.
Requirements
- Must be based in or able to work onsite in Ann Arbor, MI.
- 2+ years of experience with robotics software for physical systems in a commercial environment.
- Bachelor's degree in Robotics, Computer Science, Computer Engineering, or a related mathematical/engineering field.
- Strong programming skills in C/C++/Python within a Linux environment.
- Basic understanding of ML model concepts (training, architectures) and perception systems (lidar, camera, radar).
- Functional proficiency with memory management, threading, databases, and networking.
Nice to have
- Experience with CUDA, GPU processing, and deploying ML models to resource-constrained hardware.
- Familiarity with Perception, Planning, and Foundation model concepts in Autonomous Driving.
- Proficiency with hard example mining, active learning, or dataset composition techniques.
- Experience building training and evaluation pipelines for large-scale data (>100TB) or models (>100GB).
Culture & Benefits
- Comprehensive healthcare suite including medical, dental, vision, life, and disability plans.
- Health Savings (HSA) and Flexible Spending (FSA) accounts.
- Rich retirement benefits with an immediately vested employer safe harbor match.
- Generous paid parental leave and a phased return to work.
- Flexible vacation policy in addition to paid company holidays.
- Total Wellness Program providing resources for overall wellbeing.
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