Research Engineer - Exploration & Incubation
Remote
Fyusion, Inc.
Here's the day-to-day:
- Understand ideas and requirements from the Product and Design departments and define the best path to bring them to reality based on our technology and the State-of-the-Art on Computer Vision and Deep Learning.
- Build proof of concepts, define metrics and evaluate accuracy of the implemented solutions.
- Demonstrate robust exploratory/experimental skills.
- Optimize existing and new algorithms for compute and power constrained environments such as smartphones and for distributed computing systems.
- Contribute to the deployment of these algorithms in containerized solutions.
- Work with different teams to combine information from several sources and develop an experience that is better across the board.
- Work as part of a team.
- Participate in the engineering life-cycle at Fyusion, including designing systems, writing production code, conducting code reviews and working alongside our Engineering and QA teams.
Here's what we are looking for:
- Master in Computer Science with 2+ years of relevant experience.
- Experience writing efficient algorithms for 2D and 3D computer vision.
- Experience fast prototyping complex computer vision and machine learning pipelines.
- Experience developing software for real-time scenarios (mobile phones, robots, etc.)
- Experience with multi-view geometry.
- Python and C++ proficiency.
- Familiarity with relevant open source libraries such as: OpenCV, Eigen, Boost, LibIGL, PyTorch.
- Experience with Docker or other types of containers.
- Solid understanding of Version Control principles, preferably using Git, Github, and Pull Requests.
- Strong critical thinking and hypothesis testing abilities.
- Robust analysis and problem solving skills and attention to detail.
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: Computer Science Computer Vision Deep Learning Docker Engineering Git GitHub Machine Learning OpenCV Open Source Pipelines Prototyping Python PyTorch Research Testing
Perks/benefits: Career development Competitive pay Health care Unlimited paid time off
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