06 Sep
|
Standard Chartered Bank
|
Bengaluru
06 Sep
Standard Chartered Bank
Bengaluru
This job is with Standard Chartered Bank, an inclusive employer and a member of myGwork – the largest global platform for the LGBTQ business community. Please do not contact the recruiter directly. 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 setting 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 mea
📌 MLOps engineer (Bengaluru)
🏢 Standard Chartered Bank
📍 Bengaluru