Lead Machine Learning, Computer Vision Software Engineer

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Bengaluru, India

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C/C++

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Automotive Industry

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16/09/2025

Req. VR-117506

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Project description

Our client, a leading manufacturer of high-end household appliances, is expanding into new smart product lines. As part of this strategic initiative, a large-scale global program is being implemented across the company's IP portfolio. This includes the development of new embedded software, enhancements to cloud infrastructure.

Responsibilities
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Work directly with computer vision perception engineers, and camera ISP engineers.

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Define the image quality requirements for customer use cases

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Develop image processing algorithms to optimizing the camera image quality for performance improvement of computer vision applications

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Develop custom ML models for visual recognition and training it from scratch

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Quantization and pruning the ML models

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Data evaluation using relevant metrics to increase the model performance

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Implement computer vision/image processing algorithms in fast/optimal C++ code

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Implement heuristic/math algorithms and probabilistic methods for camera AI

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Research existing C++ solutions for CV logic

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Develop cross platform C++ code

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Cover algorithms and CV code with unitest

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Ramp up on new technologies related to CV/ML/algorithms (not R&D)

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Integrate machine learning modules into algorithms

Skills

Must have

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Bachelor's Degree or greater in Computer Science, Software Engineering, or related field.

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3-5 years of experience developing computer vision applications/algorithms

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Participate in at least 2 image processing / computer vision projects and 1 of them productized

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Image processing / computer vision background/understanding

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Strong C/C++ experience

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Experience with OpenCV and ML frameworks such as Pytorch, TensorFlow, TensorFlow Lite

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Deep understanding of neural network architectures

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Experience to work with embedded devices in C++ on Linux

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Decent understanding geometry 2D/3D and algebra

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Desire to learn new technologies

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Desire to follow test driven development(in CV/ML too)

Nice to have

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Experience with machine learning integration, inference engines

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Machine learning general understanding

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Building for Android/Yocto experience

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OpenCL/cuda or OpenGL/Vulkan(shaders) experience/understanding and desire to learn or any different SIMD language

Other
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Languages

English: C1 Advanced

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Seniority

Lead

Bengaluru, India

Req. VR-117506

C/C++

Automotive Industry

16/09/2025

Req. VR-117506

Apply for Lead Machine Learning, Computer Vision Software Engineer in Bengaluru

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