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Autonomy Engineer Intern – Deep Learning, Computational Photography
Skydio. Design, implement and deploy deep learning models with a particular focus on computational photography applications such as super-resolution, multi-frame denoising, low light imaging, High Dynamic Range (HDR) imaging etc.
Tech Stack
Tools & technologiesCloudPythonPyTorch
About the role
Key responsibilities & impact- Design, implement and deploy deep learning models with a particular focus on computational photography applications such as super-resolution, multi-frame denoising, low light imaging, High Dynamic Range (HDR) imaging etc.
- Leverage massive amounts of real world video and other sensor data for data mining, curation, labeling, training and evaluation
- Leverage large scale and diverse synthetic data to power deep learning algorithms
- Leverage state-of-the-art foundation models for knowledge distillation and label efficient learning
- Refine and optimize models for low-latency on embedded hardware
- Refine and optimize models for cloud-based deployment in latency tolerant applications
- Develop evaluation benchmarks and metrics to quantify the performance of autonomous systems
- Be a generalist helping out on all aspects of the software when needed
Requirements
What you’ll need- M.S. or Ph.D. in computer science, electrical engineering or related discipline
- Demonstrated hands-on experience designing, training and deploying deep learning models
- Ability to deliver high quality, well-architected code (Python/PyTorch and preferably, C++)
- Leverage state-of-the-art academic papers and literature for fast iteration
- Ability to thrive in a fast paced, collaborative and highly technical team environment
- Comfortable navigating and delivering within a complex codebase
- Strong communication skills
Benefits
Comp & perks- N/A 📊 Check your resume score for this job Improve your chances of getting an interview by checking your resume score before you apply. Check Resume Score
ATS Keywords
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Hard Skills & Tools
deep learningcomputational photographysuper-resolutionmulti-frame denoisinglow light imagingHigh Dynamic Range (HDR) imagingdata miningPythonPyTorchC++
Soft Skills
strong communication skillscollaborativeability to thrive in fast paced environmentproblem-solvingadaptability
Certifications
M.S. in computer sciencePh.D. in computer scienceM.S. in electrical engineeringPh.D. in electrical engineering