Job Summary

Design, build and operate secure, reliable and scalable machine learning and Generative AI platforms across the model lifecycle.
Enable data science and engineering teams to move models from experimentation to controlled production through automation, reusable standards and self-service capabilities.
Embed observability, resilience, security, risk controls, cost efficiency and auditability into ML and AI services to protect business outcomes.

Key Responsibilities

Platform Engineering and Automation

Engineer reusable CI/CD and CT pipelines for model, prompt, configuration and infrastructure releases, including automated testing, approval gates, versioning and rollback.
Build and maintain containerised workloads, orchestration patterns, model serving components, registries and workplace promotion processes using infrastructure as code.
Develop standard templates and paved-road capabilities that accelerate delivery while reducing operational variation.

Production Reliability and Operations

Operate production ML and GenAI services against agreed availability,



latency, throughput and recovery objectives.
Implement telemetry for infrastructure, data, model and application health, including alerting, incident response, root-cause analysis and continuous reliability improvement.
Plan capacity and optimise compute, storage, accelerator and inference costs without compromising service quality or controls.

Technical Leadership and Collaboration

Act as an individual contributor with technical leadership responsibility, setting engineering standards, reviewing designs and code, mentoring colleagues and improving team capability.
Work with product and business stakeholders to translate service objectives into prioritised platform capabilities and measurable operational outcomes.

People and Talent

Set direction and drive high performance by translating strategy into clear direction, aligning individual goals to team outcomes and providing regular, construct

📌 MLOps engineer (Bengaluru)
🏢 Standard Chartered India
📍 Bengaluru