Ai / Computer Vision
2 months ago
At Rayvector, we are looking for a talented AI / ML / Computer vision developers who can create cutting edge solutions.
**Responsibilities**:
- Research, design, develop and evaluate advanced image processing and computer vision algorithms for a real-time computer vision pipeline including but not limited to multi-object tracking, object detection and classification and segmentation
- Maintain and improve our existing in-house algorithms and models, including continuous evaluation, gap analysis, re-training and fine tuning
- Develop state of the art deep learning networks and architectures across data from multiple cameras and audio signals
- Tasks will include training, evaluating, benchmarking and deployment into real-time pipelines
- Optimize algorithm performance across a wide range of development platforms
- Develop evaluation scripts to process and accurately measure algorithmic and end to end performance
Skills and Qualifications
- Bachelors or Masters degree in Computer Science, Data Science or related fields with emphasis on CV/ML with a minimum of 1-2 years of industry experience
- Strong Python programming experience, familiarity with software development best practices, debugging/profiling
- Extensive experience with OpenCV, PIL, and other image processing libraries
- Extensive experience with at least one main stream deep learning framework such as PyTorch and TensorFlow
- Experience with writing production level code
- Familiarity with data science toolkit such as jupyter lab/notebooks, pandas, bash scripting, Linux environment
- Hands-on experience with different neural network architectures such as CNNs
- Solid software engineering foundation and a commitment to writing clean, well architected code
- Excellent problem solving and communication skills
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