C++ Computer Vision AI Engineer, Medior
Role details
Job location
Tech stack
Job description
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SDK Development (C++) Design, develop, and maintain high-performance software development kits (SDKs) to expose computer vision capabilities to end-users and internal products.
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Model Deployment and Integration Port, convert, and deploy machine learning models across various hardware targets, including Qualcomm SoCs, Intel CPUs, and NVIDIA GPUs.
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Performance Optimization Use hardware-specific toolkits to optimize model throughput without sacrificing accuracy.
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Evaluation & Benchmarking Conduct rigorous testing and evaluation of models on target hardware to ensure performance metrics meet expectations.
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Automation Build and maintain automation scripts and CI/CD pipelines using Python to streamline the model testing and deployment life cycle.
Requirements
We are seeking a skilled and motivated Computer Vision Engineer to join our team. In this role, you will bridge the gap between high-level machine learning research and high-performance production environments. You will be responsible for building robust SDKs, automating deployment pipelines, and ensuring our models run efficiently across a diverse hardware landscape, from edge SoCs to powerful cloud GPUs., * Deep understanding of C++14/17/20, including STL, memory management, and multi-threading.
- Strong ability to write clean, maintainable Python for automation, and data processing.
- Hands-on experience with at least one of the following frameworks:
- SNPE/QNN (Qualcomm)
- OpenVino (Intel)
- TensorRT (Nvidia)
- TensorFlow Lite
- Familiarity with Docker for creating consistent development and deployment environments.
Bonus:
- Understanding Deep Learning fundamentals (CNNs, Transformers, Object Detection).
- Experience with model conversion and quantization (i.e. PTQ, QAT).