3 часа назад
Senior Machine Learning Engineer (Robotics)
180 000 - 215 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior Machine Learning Engineer (Robotics): Designing, training, and deploying machine learning models for end-to-end autonomous navigation with an accent on perception, prediction, planning, and real-world robotics deployments. Focus on building deep learning architectures, monitoring production models, detecting model drift, and automating retraining for reliable field-ready autonomy.
Location: On-site in Irvine, California or Seattle, Washington
Salary: $180,000–$215,000 per year
Company
builds reliable, risk-aware embodied AI and autonomous robotics systems for real-world field deployments.
What you will do
- Design, train, and deploy state-of-the-art machine learning models for end-to-end autonomous navigation.
- Develop deep learning solutions using transformer and convolutional network architectures.
- Build full-stack navigation systems spanning perception, prediction, and path or motion planning.
- Develop data generation and collection pipelines to enrich training datasets.
- Deploy and monitor models in production, detect model drift, and automate retraining where applicable.
- Troubleshoot model deployment, performance, and system integration issues.
Requirements
- Bachelor’s or master’s degree in computer science, AI, statistics, or a related field, plus 4+ years of industry experience.
- Strong Python skills and experience with modern machine learning frameworks such as PyTorch, TensorFlow, or JAX.
- Working knowledge of C++ for deployment and system integration.
- Deep understanding of deep learning architectures, optimization, evaluation, and end-to-end navigation stack components.
- Production machine learning deployment experience, ideally in robotics, self-driving, or NLP.
Nice to have
- Publications in top-tier machine learning or robotics conferences.
Culture & Benefits
- Work with real robots, sensors, and hardware in field deployments.
- Build systems for unstructured and previously unknown environments.
- Collaborate across AI, software, robotics engineering, product, field deployment, and technical communication.
- Work in an inclusive environment that values diverse perspectives, creativity, resilience, and bold thinking.
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