Senior Autonomy Engineer - Deep Learning
San Mateo, California, United States
Skydio
Skydio delivers autonomous drones powered by the best AI in the sky for exceptional data capture.Skydio is the leading US drone company and the world leader in autonomous flight, the key technology for the future of drones and aerial transportation. The Skydio team combines deep expertise in artificial intelligence, best-in-class hardware and software product development, and operational excellence to empower a broader, more diverse audience of drone users - from action sports enthusiasts to first responders to insurance claims adjusters.
About the role:
Learning a semantic and geometric understanding of the world from visual data is the core of our company. We are pushing the boundaries of what is possible with deep networks in enabling intelligent, flying robots to plan, gather and analyze visual information from the diverse environments they are operating in to solve critical problems. If you are excited about solving real world problems in scene understanding including multimodal learning, using vision-language models for improved scene understanding and generative models for text-to-image or image-to-image tasks, while leveraging massive amounts of structured video data, we would love to hear from you.
How you'll make an impact:
- Leverage breakthrough progress in multimodal AI to build total scene understanding for the most advanced productized robots in the world.
- Design and implement deep learning solutions that solve real world problems such as multimodal search/retrieval/captioning/visual question answering for large image/video libraries, text-to-image modeling for generative applications, zero-shot and few shot detection/classification/segmentation, outlier detection
- Design, adapt, optimize and fine-tune deep networks using large language-image model backbones for real world use cases
- Design data engineering, prompt engineering and de-biasing methods for robust model performance
- Refine and optimize models for low-latency on embedded hardware and cloud
- Characterize and quantify the performance of the DL systems
- Research and prototype new approaches
- Be a generalist helping out on all aspects of the software when needed
What makes you a good fit:
- Demonstrated hands-on experience training and deploying deep learning models for computer vision or multimodal learning
- Experience with data engineering and ML Operations for reliable deployment of DL models
- Solid software engineering foundation and commitment to writing clean, well-architected code (in Python or C++, preferably both)
- Real experience prototyping, training, optimizing, and deploying deep neural networks
- Ability to read and contextualize scientific papers and literature in computer vision
- Ability to thrive in a fast paced, collaborative, small team environment
Experience:
- Master’s or Ph.D. in Electrical Engineering, Computer Science or related discipline
Compensation Range:
- The annual base salary range for this position is $190,000 - 245,000*. Compensation will vary based on factors, including skill level, proficiencies, transferable knowledge, and experience. In addition to base salary, Skydio full-time employees are eligible to enroll in our benefit plans and take advantage of a variety of incentives and stipends.
*For some positions the pay may be dependent upon the individual's regional location.
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At Skydio we believe that diversity drives innovation. We have created a multidisciplinary environment that embraces the power of diverse perspectives to create elegant solutions for complex problems. We are committed to growing our network of people, programs, and resources to nurture an inclusive culture.
As such, we do not make hiring or other employment-related decisions on the basis of an applicant or employee’s race, color, ethnicity, national origin, citizenship, sex/gender (including pregnancy, childbirth, breastfeeding and related medical conditions), gender identity or expression, age, religion, disability status, sexual orientation, marital status, medical condition, genetic information or characteristics, veteran, military or family status, or other classifications protected by applicable federal, state or local anti-discrimination laws.
For positions located in the United States of America, Skydio, Inc. uses E-Verify to confirm employment eligibility. To learn more about E-Verify, including your rights and responsibilities, please visit https://www.e-verify.gov/
Tags: Classification Computer Science Computer Vision Deep Learning Drones Engineering Generative modeling Machine Learning Prompt engineering Prototyping Python Research
Perks/benefits: Insurance
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