Related skills
cloud python gpu edge ros2๐ Description
- Build robust, scalable data collection infrastructure and ensure quality.
- Design ML evaluation framework; deploy models and benchmark latency.
- Run evaluation experiments; analyze results and suggest improvements.
- Improve code quality, efficiency, and performance.
- Lead complex technical or product efforts; mentor peers.
- Architect scalable ML systems for end-to-end solutions.
๐ฏ Requirements
- Bachelor's degree in CS/CE or equivalent.
- Strong coding in modern C++/Python.
- GPU programming, benchmarking, and edge/cloud deployment.
- Experience in software development, architecture design, and implementation.
- Experience leading ML system design and data pipelines.
- Testing and launching large-scale software products.
๐ Benefits
- Transformer-based models, diffusion, multi-modal.
- Diverse sensing tech: vision, audio, thermal, gas.
- Experience with ROS2, robotics middleware and simulation.
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