About Signify

Through bold discovery and cutting-edge innovation, we lead an industry that is vital for the future of our planet: lighting. Through our leadership in connected lighting and the Internet of Things, we're breaking new ground in data analytics, AI, and smart solutions for homes, offices, cities, and beyond.

At Signify, you can shape tomorrow by building on our incredible 125+ year legacy while working toward even bolder sustainability goals. Our culture of continuous learning, creativity, and commitment to diversity and inclusion empowers you to grow your skills and career.

Join us, and together, we’ll transform our industry, making a lasting difference for brighter lives and a better world.

More about the role

Job Summary
Builds and supports scalable Machine Learning (ML) and MLOps systems, enabling reliable model deployment through contemporary architectures such as microservices and containerized environments. Works closely with data scientists and engineers to operationalize models, improve performance,



and integrate intelligent components including multi-agent systems into production workflows.
Key Areas of Responsibility
Contribute to the design and implementation of scalable ML infrastructure supporting model training, deployment, and inference.
Develop and deploy ML solutions as modular, reusable microservices using APIs, enabling flexible integration with enterprise applications.
Package ML models and services using Docker and deploy them using orchestration platforms such as Kubernetes to ensure scalability, portability, and reliability.
Monitor production systems for model performance, latency, and drift; support optimization and improvements.
Build and maintain CI/CD pipelines for ML workflows, including versioning, testing, and automated deployment.
Develop and maintain scalable data pipelines for batch and real-time processing to support model training and inference.
Contribute to the development of multi-agent or agent-based solutions (e.g

📌 ML Operations Engineer (Bengaluru)
🏢 Signify Netherlands
📍 Bengaluru