Gatik
Senior Behavior Prediction Engineer
$170K–$250K
Santa Clara, CA +1 · Senior · Full-time · Posted May 16, 2024
- Location
- Santa Clara, CA
Santa Clara, California, United States - Experience
- Ph.D. with 3+ years of industry experience, or Master’s degree with 5+ years of relevant industry experience.
- Education
- Ph.D. or Master’s degree
About the job
Develop and ship machine-learning behavior prediction systems that forecast nearby objects’ movements and actions for autonomous vehicles.
What you'll do
- Build behavior prediction modules and optimized data, training, post-processing, and inference pipelines using image and LiDAR data.
- Train and evaluate prediction models and develop scalable training and evaluation infrastructure.
- Integrate prediction systems into the autonomous driving stack and conduct system tests.
What they ask for
- Strong machine-learning experience, particularly behavior prediction for autonomous driving.
- Familiarity with models such as LSTM and Transformer.
- Proficiency in Python and C++.
- Experience with TensorFlow or PyTorch.
Nice to have
- Previous experience in autonomous driving or robotics.
Pay
$170,000-$250,000 (base salary)
Tools
LSTM, Transformer, Python, C++, TensorFlow, PyTorch, LiDAR
AI focus
Machine learning for autonomous-driving behavior prediction, including models that predict surrounding objects’ movements and actions.
Model-written summary · the original posting is authoritative