Senior ML Engineer - Real-Time Planning for AVs

Adapt Talent; California (MO); On-site; USD 180,000 - 240,000; Full time

Job summary

Santa Clara EV Tech Co is seeking a Sr. Staff Machine Learning, Planning to advance autonomous driving capabilities. The role involves developing deep learning-based planning and prediction algorithms, and designing real-time model architectures for onboard computing platforms.

The candidate will deploy planning software and collaborate with perception teams to optimize intelligent automotive systems. Strong Python experience and experience with PyTorch/TensorFlow are required.

Qualifications

• 5+ years of experience in deep learning (architecture design, training, data mining/analytics).
• Experience with PyTorch and TensorFlow.
• Strong Python skills.
• Knowledge of CNN/RNN/GNN.
• Experience using DL deployment and optimization tools.

Responsibilities

• Research and develop deep learning algorithms for planning and prediction.
• Design real-time model architectures for autonomous vehicle computing platforms.
• Deliver planning software and collaborate with perception teams for intelligent systems.
• Design, analyze, and run experiments to evaluate data efficiency.

Skills

Deep learning

Python

PyTorch

TensorFlow

CNN/RNN/GNN

Tools

DL deployment tools

Job description

Santa Clara EV Tech Co is seeking a Sr. Staff Machine Learning, Planning to advance autonomous driving capabilities. The role involves developing deep learning-based planning and prediction algorithms, and designing real-time model architectures for onboard computing platforms.

The candidate will deploy planning software and collaborate with perception teams to optimize intelligent automotive systems. Strong Python experience and experience with PyTorch/TensorFlow are required.