Lead Machine Learning, Computer Vision Software Engineer

2 days ago

Bucharest, Bucureşti, Romania Luxoft Romania Full time 120,000 - 180,000 per year

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

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

  • Define the image quality requirements for customer use cases

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

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

  • Quantization and pruning the ML models

  • Data evaluation using relevant metrics to increase the model performance

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

  • Implement heuristic/math algorithms and probabilistic methods for camera AI

  • Research existing C++ solutions for CV logic

  • Develop cross platform C++ code

  • Cover algorithms and CV code with unitest

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

  • Integrate machine learning modules into algorithms

Mandatory Skills Description

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

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

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

  • Image processing / computer vision background/understanding

  • Strong C/C++ experience

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

  • Deep understanding of neural network architectures

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

  • Decent understanding geometry 2D/3D and algebra

  • Desire to learn new technologies

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

Languages

English: B2 Upper Intermediate

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