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Data Scientist / Computer Vision Engineer - Octans Group LLC
Data Scientist
Data Scientist and Computer Vision Engineer skilled in building large‑scale vision pipelines, GPU acceleration, and microservices, with hands‑on experience in NVIDIA DeepStream and distributed computing.
About the role
Key Responsibilities
- Design, develop, and deploy end‑to‑end computer vision pipelines for real‑time inference using NVIDIA DeepStream.
- Optimize GPU workloads and memory usage to achieve low‑latency, high‑throughput performance.
- Implement distributed processing and microservices architecture to scale vision applications across multiple nodes.
- Collaborate with data engineers and product teams to integrate vision models into production systems.
- Conduct performance profiling, benchmarking, and continuous improvement of existing models and pipelines.
Requirements
- Strong proficiency in Python and experience with deep learning frameworks such as TensorFlow or PyTorch.
- Hands‑on experience with NVIDIA DeepStream SDK and GPU‑accelerated inference.
- Solid understanding of distributed computing concepts and container orchestration (e.g., Docker, Kubernetes).
- Experience building microservices‑based architectures for AI/vision workloads.
- Demonstrated ability to solve complex computer vision problems and deliver production‑ready solutions.
Skills
pythoncomputer vision