At Capgemini Invent, we believe difference drives change. As inventive transformation consultants, we blend our strategic, creative and scientific capabilities, collaborating closely with clients to deliver cutting-edge solutions. Join us to drive transformation tailored to our client's challenges of today and tomorrow. Informed and validated by science and data. Superpowered by creativity and design. All underpinned by technology created with purpose. Your Role Develop and deploy advanced ML models for predictive analytics and optimization within digital twin environments. Build scalable feature engineering and inference pipelines for real-time and batch processing use cases. Design and integrate ML systems into production ecosystems, enabling simulation and decision-making capabilities. Collaborate with cross-functional teams to enhance digital twin models using time-series data and operational insights Your Profile 6–13 years of experience in machine learning with strong expertise in Python and TensorFlow for model development. Hands-on experience in production-grade ML deployment, including MLflow for experiment tracking and lifecycle management. Strong understanding of time-series modeling, forecasting techniques, and real-time inference pipelines Exposure to optimization and simulation tools (OR-Tools, SimPy) with an interest in digital twin and industrial analytics applications. What you will love about working here We recognize the significance of flexible work arrangements to provide support. Be it remote work, or flexible work hours, you will get an environment to maintain healthy work life balance. At the heart of our mission is your career growth. Our array of career growth programs and diverse professions are crafted to support you in exploring a world of opportunities. Equip yourself with valuable certifications in the latest technologies such as Generative AI. 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.