Gatik AI
Machine Learning Engineer
Santa Clara, CA$170k–$240kmidAdded 2 weeks ago
About this role
Gatik is seeking a Machine Learning Engineer to contribute to their autonomous middle-mile logistics solution. This role focuses on the full ML lifecycle, from development and optimization to real-time deployment on autonomous vehicles. The ideal candidate will have a strong background in model optimization techniques and integrating ML models into high-performance production systems.
What you'll do
- Develop and optimize machine learning models for perception, prediction, planning, and scene understanding.
- Optimize models for latency, compute, memory, and power constraints.
- Integrate trained models into C++-based autonomy systems.
- Build scalable ML infrastructure for training, evaluation, and data processing.
- Analyze model performance using simulation and real-world data.
- Collaborate with cross-functional teams to ensure seamless integration.
What they're looking for
- Python
- PyTorch
- TensorFlow
- CUDA
- TensorRT
- ML Model Optimization
- Data Preprocessing
Benefits
- Onsite work in Santa Clara, CA
- Work on a high-impact team
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Gatik AI
Likely interview questions
- Describe your experience with model optimization techniques like quantization or pruning.
- How would you approach optimizing a neural network for real-time inference on embedded hardware?