3h ago
Autonomy Engineer - Deep Learning Infrastructure
San Mateo, California, United States
$170k-$236.5k / year
full-timesenioraerospace
🛠 Tech Stack
💼 About This Role
You'll build and scale infrastructure for deep learning and computer vision workloads at a leading US drone company. You'll optimize inference performance, design MLOps workflows, and enable autonomous flight capabilities for enterprise and government customers.
🎯 What You'll Do
- Develop high-performance DL inference solutions for CV workloads
- Profile CV and Vision Language Models for performance bottlenecks
- Design end-to-end MLOps workflows for model deployment and monitoring
- Implement GPU kernels for custom architectures and optimized inference
📋 Requirements
- Hands-on experience with MLOps and edge deployment
- Strong knowledge of DL fundamentals and state-of-the-art models
- Experience building ML pipelines for vision or vision-language tasks
- Experience with ML frameworks and libraries
✨ Nice to Have
- Experience with security and compliance in ML infrastructure
- Understanding of image processing and video processing
🎁 Benefits & Perks
- 💰 Competitive base salary with equity
- 🏖️ Paid vacation and sick leave
- 🏥 Group health insurance plans
- 📈 401K savings plan
- 🏡 Relocation assistance may be provided
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