Entity:
Technology
Job Family Group:
IT&S; Group
Job Description:
Role Summary
We are looking for a Senior Machine Learning Engineer who combines deep machine learning expertise with strong software engineering field to design, build, and deploy production-grade ML and AI systems.
This role goes beyond traditional ML engineering. You will apply machine learning science as a core field — developing novel algorithms and models that are not only experimentally validated but architected and deployed as scalable, reliable products. Whether it's advancing NLP, optimisation, simulation, or generative AI, you will deliver solutions that transition seamlessly from research to production and create measurable value.
You will work as part of a cross-disciplinary team alongside data scientists, software engineers, data engineers, and domain experts — translating complex scientific and business problems into deployable ML products.
Key Responsibilities
- Design, build, and maintain scalable,
production-grade machine learning systems and pipelines using contemporary engineering practices (CI/CD, testing, monitoring, observability).
- Apply machine learning science to develop novel algorithms and models that are deployed as reliable, scalable products — not limited to experimentation but extending through to production delivery and operational use.
- Build impactful ML products leveraging statistical modelling, deep learning, and AI techniques across operational, scientific, and R&D; domains.
- Translate complex scientific and business problems into well-scoped ML solutions, delivering actionable insights and deployable capabilities.
- Architect and optimise ML systems for performance, scalability, and reliability in production environments.
- Collaborate closely with data scientists, data engineers, software engineers, and domain experts as part of cross-disciplinary teams.
- Adhere to and advocate for engineering and data science best practices (technical design, design reviews, unit te
📌 Senior Machine Learning Engineer (Pune)
🏢 Bp
📍 Pune