Machine Learning Engineer
About The Position
You will collaborate with researchers to perform research operations using existing infrastructure. You will use your judgment in complex scenarios and help apply standard techniques to a wide variety of technical problems. Specifically, you will: Characterize neural network quality, failure modes, and edge cases based on research data Maintain awareness of current trends in relevant areas of research and technology Coordinate with researchers and accurately convey status of experiments Manage a large number of concurrent experiments and make accurate time estimates with respect to deadlines Review experimental results and suggest theoretical or process improvements for future iterations Write technical reports indicating qualitative and quantitative results to external parties You have: A sense of practical optimism: not all experiments are successful, but the ones that are more than make up for it! Proficiency in Python Proven ability to thrive in fast-paced environment Ability to communicate complex technical concepts to colleagues and a variety of audience Introspection, thoughtfulness, and detail-orientation The following are a plus, but not required: Master’s or Ph.D. in a related field and/or 5+ years of experience in a directly related field Experience reading research papers and implementing the techniques therein Computer vision and deep learning experience
Requirements
- A sense of practical optimism: not all experiments are successful, but the ones that are more than make up for it!
- Proficiency in Python
- Proven ability to thrive in fast-paced environment
- Ability to communicate complex technical concepts to colleagues and a variety of audience
- Introspection, thoughtfulness, and detail-orientation
Nice To Haves
- Master’s or Ph.D. in a related field and/or 5+ years of experience in a directly related field
- Experience reading research papers and implementing the techniques therein
- Computer vision and deep learning experience
Responsibilities
- Characterize neural network quality, failure modes, and edge cases based on research data
- Maintain awareness of current trends in relevant areas of research and technology
- Coordinate with researchers and accurately convey status of experiments
- Manage a large number of concurrent experiments and make accurate time estimates with respect to deadlines
- Review experimental results and suggest theoretical or process improvements for future iterations
- Write technical reports indicating qualitative and quantitative results to external parties
Benefits
- Competitive health insurance options
- 401K plan management
- Free lunch and fully-stocked kitchen in our South Bay office
- Additional perks: monthly wellness stipend, office set up allowance, company retreats, and more to come as we scale
- The opportunity to work on one of the most interesting, impactful problems of the decade
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What This Job Offers
Job Type
Full-time
Career Level
Mid Level
