Senior Machine Learning Engineer (AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Senior Machine Learning Engineer (AI): Developing and deploying motion planning components for next-generation self-driving systems with an accent on real-time, safety-critical applications. Focus on building ML-based agent predictions, trajectory generation, and high-performance ML tooling for autonomous trucking.
Location: Pittsburgh, PA or Remote. Must be a U.S. person or comply with U.S. national security and export control requirements.
Company
develops AI and advanced autonomous systems designed to enhance safety, reliability, and efficiency within the trucking transportation industry.
What you will do
- Design, implement, and integrate ML systems to solve on-vehicle behavior problems in real-time, resource-constrained environments.
- Develop the infrastructure and tooling necessary to measure, validate, and iterate on ML models.
- Collaborate with systems and verification teams to ensure a safe, well-tested product through unit testing and simulation.
- Work across autonomy teams (perception, localization, controls) to ensure solutions meet real-world performance needs.
- Identify system bottlenecks and develop novel motion planning components to unlock new capabilities.
- Lead experimentation and design iterations, aligning stakeholders through strong communication.
Requirements
- Strong proficiency in Python.
- Experience with key ML libraries including PyTorch and TensorRT.
- Experience with cloud orchestration tools such as Flyte.
- Strong written and verbal communication skills.
- Must satisfy U.S. national security laws, including verification of residence, U.S. person status, and/or citizenship.
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