Deep Learning Manager
2 weeks ago
Deep Learning Manager - Python / PyTorch / TensorFlow
We are looking for a capable and experienced Deep Learning Manager to join our R&D team.
The Manager will work on devising, developing, leading and integrating novel deep vision-based algorithms at the heart of our autonomous driving system.
This is an opportunity to work on cutting-edge deep vision methods, develop and innovate new ideas, and see them deployed on the road in our autonomous vehicles.
Responsibilities:
- Designing, training, and optimizing novel computer vision algorithms.
- Taking an End-to End responsibility over medium to long-term projects.
- Seeing projects through from research to deployment.
- Devising and implementing performance metrics.
- Supervising complex data pipelines, from the collection stage, through annotation, to training models.
- Communicating, presenting and visualizing results.
- Aligning the algorithms with the product’s needs.
Requirements:
- M.Sc. or equivalent work track experience in CS, EE, Physics, or other quantitative field from a leading university. Ph.D. - Advantage.
- A proven track record of at least 5 years hands-on experience in developing deep learning algorithms.
- Experience / knowledge in computer vision and image manipulation algorithms, segmentation / object detection / tracking.
- In-depth, hands-on knowledge of deep learning fundamentals.
- Hands-on experience with deep learning frameworks such as PyTorch - Must.
- Strong mathematical aptitude, with emphasis on probability, vector algebra, and geometry.
- Proficiency in Python programming.
- Experience in conducting long-term development and/or research projects, in either academia or industry.
Skills that are considered an advantage:
- Publications in top-tier journals or conferences on algorithms, computer vision, or deep learning.
- Basic proficiency in C++.
- Experience with Linux.
- Source control with git.
Please send a copy of your resume to jerald.baker@motektech.com
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