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Autonomy Engineer Intern – Deep Learning, Computational Photography
SkydioDeep Learning Engineer Intern at Skydio developing AI solutions for autonomous drones and aerial mobility. Focus on deep learning models and computational photography applications in hybrid work environment.
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