Skydio
Autonomy Engineer - Deep Learning Model Acceleration
San Mateo, California, United States (Remote)$170k–$277.5kfulltimemidAdded 2 days ago
About this role
Skydio is seeking an Autonomy Engineer to enhance deep learning model acceleration and infrastructure for real-time computer vision tasks. The role involves designing solutions for high-performance inference across various hardware and creating MLOps workflows for efficient model deployment.
What you'll do
- Develop high-performance deep learning inference solutions
- Analyze and optimize performance of computer vision models
- Design end-to-end MLOps workflows for model management
- Improve training efficiency with innovative methods
- Implement custom GPU kernels for optimized inference
- Create SDKs for customer autonomous workflows
What they're looking for
- Experience with MLOps and ML inference optimization
- Strong knowledge of deep learning models and architectures
- Fundamentals in computer vision and image processing
- Hands-on experience with ML pipelines
- Understanding of security in ML infrastructure
- Familiarity with ML frameworks and libraries
- Ability to manage the software lifecycle
- Effective communication and collaboration skills
Benefits
- Competitive base salary
- Equity in the form of stock options
- Comprehensive benefits package
- Paid vacation and sick leave
- 401K savings plan
- Relocation assistance for eligible roles
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