Senior Machine Learning Software Engineer

5 дней назад

Киев, Киев, Украина Capgemini Полный рабочий день 120 000 ₴ - 180 000 ₴ в год

At Capgemini Engineering, the world leader in engineering services, we bring together a global team of engineers, scientists, and architects to help the world's most innovative companies unleash their potential. From autonomous cars to life-saving robots, our digital and software technology experts think outside the box as they provide unique R&D and engineering services across all industries. Join us for a career full of opportunities. Where you can make a difference. Where no two days are the same.

Description

Our client is one of the largest grocery and retail chains in North America, serving millions of customers across thousands of stores and e-commerce platforms. They are committed to delivering high-quality products, exceptional customer experiences, and leveraging technology to drive innovation in retail operations, supply chain management, and digital transformation. The organization maintains a strong focus on sustainability, community engagement, and continuous improvement through data-driven decision-making and modern cloud-based solutions.

Responsibilities
  • Work with ML/CV frameworks and cloud-based AI services to develop optimized computer vision models.
  • Curate and preprocess data from multiple video streams and sensors.
  • Design and implement scalable multi-model systems for interpreting physical environments.
  • Perform statistical analysis on datasets to improve model accuracy.
  • Develop and optimize algorithms for image analysis, video processing, and real-time performance.
  • Integrate ML/CV solutions into production systems and ensure reliability at scale.
Required Skills
  • Strong experience with Python and ML/CV frameworks (e.g., TensorFlow, PyTorch, OpenCV).
  • Solid understanding of computer vision algorithms and real-time processing.
Nice to Have
  • Knowledge of specialized deep learning architectures like Convolutional Neural Networks (CNNs), which are specifically designed for visual data.
  • Experience with cloud-based AI services (e.g., Google Cloud AI Platform, AWS SageMaker) and deployment strategies.
  • Experience with object detection, tracking, image segmentation, OCR, pose estimation, and related CV tasks.
  • Experience with sensor fusion and multi-modal data integration.
  • Understanding of edge computing and distributed ML systems.

Capgemini is a global business and technology transformation partner, helping organizations to accelerate their dual transition to a digital and sustainable world, while creating tangible impact for enterprises and society. It is a responsible and diverse group of 340,000 team members in more than 50 countries. With its strong over 55-year heritage, Capgemini is trusted by its clients to unlock the value of technology to address the entire breadth of their business needs. It delivers end-to-end services and solutions leveraging strengths from strategy and design to engineering, all fueled by its market leading capabilities in AI, generative AI, cloud and data, combined with its deep industry expertise and partner ecosystem.

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