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 Role Purpose Ensure the safe, reliable and compliant operation of data pipelines and AI/ML solutions across the bank by: Proactively monitoring data quality, data flows and AI/ML model performance in production. Detecting and escalating issues early (e.g., data breaks, model drift, bias, performance degradation). Coordinating remediation with Technology, Data, and Business/Risk owners. Supporting adherence to model risk, data governance and regulatory requirements for AI. The role acts as the "control tower" for live data & AI operations, helping to maintain trust, stability and compliance in all AI‑enabled processes Key Responsibilities Strategy Data & Model Monitoring Operations Operate and enhance monitoring frameworks for production data pipelines and AI/ML models. Track key indicators such as: Data availability, timeliness, completeness,



consistency and accuracy Model performance (e.g., accuracy, AUC, precision/recall, stability, error rates) Model and data drift, out‑of‑distribution behaviour, and bias indicators. Review monitoring dashboards and alerts; triage and prioritise issues based on risk and impact. Business Identify opportunities to enhance monitoring coverage, automation and alert quality (reducing false positives/negatives). Partner with Engineering and AI CoE teams to improve observability tooling (e.g., logging, metrics, tracing, model monitoring platforms). Contribute to the design and testing of recent monitoring controls for emerging AI use cases (e.g., generative AI, NLP, real‑time scoring). Processes Runbook & Process Management Develop and maintain standard operating procedures (SOPs), runbooks and playbooks for data & AI monitoring and incident response. Document common failure modes, known issues and standard resolutions. Continuously

📌 Specialist, Data (Chennai)
🏢 Standard Chartered Bank
📍 Chennai