Associate Data Scientist

3 weeks ago

Bengaluru, India Swiggy Full time

Job Title: Associate Data ScientistLocation: Bangalore (WFO) Tenure: 0-1 Years About the Team and Role The Associate Data Scientist will play a critical role in ensuring production stability of data science systems. The engineer will be thefirst line of defense when alerts or incidents occur in production. The on-call support engineer role provides strong exposure to theintersection of Data Science, Engineering, and Operations. A career path can evolve into: * Data Scientist / ML Engineer: With upskilling, contributing to model design, experimentation, and deployment What will you get to do here? * Monitoring automated alerts across domains. * Executing defined incident response runbooks. * Debugging issues using available RCA tools, observability tools, logs, and dashboards. * Determining whether the issue is operational or model-related. * Escalating to the model owner when necessary. * Ensuring incident reports are logged with root-cause summaries and resolution notes. * Every domain maintains a structured Incident Response Plan (IRP): * Alerts – List of metrics and conditions that trigger an incident (e.g., data pipeline delays, sharp metric drops, API errors). * Response – Step-by-step guide for initial checks (logs, dashboards, health checks). * Tools to Debug – Domain-specific tools (Grafana, DBR notebooks, feature store dashboards). * Escalation Triggers – Clear thresholds for escalation to model owners (data quality corruption, unexplained metric deviations). What qualities are we looking for? * Monitoring & Debugging: Familiarity with observability tools (Grafana, Prometheus, Cloud Monitoring). * Data Systems Knowledge: Hands-on with SQL, Python, Basic Spark * Statistical Intuition: Ability to distinguish noise vs. genuine anomalies in KPIs. * Problem-Solving: Strong troubleshooting skills under time pressure. * Communication: Crisp incident communication and handoff to DS/engineering teams. * Documentation Discipline: Updating incident logs, playbooks, and IRPs post-mortem.

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