Machine learning engineer

Inviting applications for the role of MLOps Engineer - PAN INDIA In this role, you will lead the design, scale, and governance of our AI/Gen AI delivery platform across the organization. This role owns the vision, architecture, and execution of production-grade MLOps systems supporting multiple domains — including classical ML, NLP, computer vision, and Gen AI use cases. This leader will drive enterprise-wide standardization of CI/CD, IAC-based cloud infrastructure, model governance, monitoring, and risk control — enabling AI at scale, securely and responsibly. Responsibilities Define and evolve the enterprise MLOps reference architecture (build → test → deploy → monitor → retrain) Architect a multi-tenant AI platform with native Gen AI support (LLMs, RAG, Lang Chain/Bedrock/Open AI integrations) Own all infrastructure-as-code strategy, with modular, reusable Terraform stacks for multi-cloud/hybrid deployments Lead CI/CD modernization across teams (Git Hub Actions, Code Pipeline, Argo Workflows) Establish centralized model governance, access control, and explainability standards (integrating tools like SHAP, LIME, Cloud Watch, Sage Maker Model Monitor) Champion infrastructure observability and compliance logging for regulated environments (banking, insurance, healthcare) Represent MLOps in enterprise-wide architecture reviews and cloud optimization boards Qualifications we seek in you Minimum Qualifications 8 - 10 years in Dev Ops, Cloud, or ML Infrastructure roles. 5+ years leading MLOps initiatives at scale in production. Degree/qualification in Computer Science or a related field, or equivalent work experience Deep AWS expertise (Sage Maker, Lambda, VPC, Cloud Watch, IAM). Strong Python and Terraform skills, with proven CI/CD implementation track record. Experience with deploying Gen AI models (Open AI, Bedrock, Hugging Face) and managing inference at scale. Engaging in the design, development and maintenance of data pipelines for various AI use cases Active contribution to key deliverables as part of an agile development team Experience designing model governance frameworks and CI/CD pipelines. Familiarity with Lang Chain, Bedrock, and Open AI API integrations. Collaborating with others to source, analyse, test and deploy data processes Preferred Qualifications/ Skills Leadership experience in BFSI, healthcare, or regulated industries. Advanced understanding of platform security, cost optimization, and ML observability. Must have Experience developing, testing, and deploying data pipelines Influence over tooling selection, hiring, architecture reviews, and platform roadmap. Exposure to BFSI or regulated environments. Experience developing, testing, and deploying data pipelines Clear and effective communication skills to interact with team members, stakeholders and end users Degree/qualification in Computer Science or a related field, or equivalent work experience Knowledge of governance and compliance policies, standards, and procedures Why join Genpact? Lead AI-first transformation – Build and scale AI solutions that redefine industries Make an impact – Drive change for global enterprises and solve business challenges that matter Accelerate your career —Gain hands-on experience, world-class training, mentorship, and AI certifications to advance your skills Grow with the best – Learn from top engineers, data scientists, and AI experts in a dynamic, fast-moving workplace Committed to ethical AI – Work in an environment where governance, transparency, and security are at the core of everything we build Thrive in a values-driven culture – Our courage, curiosity, and incisiveness - built on a foundation of integrity and inclusion - allow your ideas to fuel progress Come join the 140,000+ coders, tech shapers, and growth makers at Genpact and take your career in the only direction that matters: Up. Let’s build tomorrow together. Genpact is an Equal Opportunity Employer and considers applicants for all positions without regard to race, color, religion or belief, sex, age, national origin, citizenship status, marital status, military/veteran status, genetic information, sexual orientation, gender identity, physical or mental disability or any other characteristic protected by applicable laws. Genpact is committed to creating a dynamic work environment that values respect and integrity, customer focus, and innovation. Furthermore, please do note that Genpact does not charge fees to process job applications and applicants are not required to pay to participate in our hiring process in any other way. Examples of such scams include purchasing a 'starter kit,' paying to apply, or purchasing equipment or training.