Role & responsibilities

What Youll Do

Operations Support
- Monitor and triage production data pipelines, ingestion jobs, and transformation workflows (e.g. dbt, Snowflake tasks)
- Manage and resolve data incidents and operational issues, working cross-functionally with platform, data, and analytics teams
- Develop and maintain internal tools/scripts for observability, diagnostics, and automation of data workflows
- Participate in on-call rotations to support platform uptime and SLAs

Data Platform Engineering Support
- Help manage infrastructure-as-code configurations (e.g., Terraform for Snowflake, AWS, Airflow)
- Support user onboarding, RBAC permissioning, and account provisioning across data platforms
- Assist with schema and pipeline changes, versioning, and documentation
- Assist with setting up monitoring on recent pipelines in metaplane

Data & Analytics Engineering Support
- Diagnosing model failures and upstream data issues
- Collaborate with analytics teams to validate data freshness, quality, and lineage
- Coordinate and perform backfills, schema adjustments,



and reprocessing when needed
- Manage operational aspects of source ingestion (e.g., REST APIs, batch jobs, database replication, kafka)

(confirm the writeup with Jason Prentice)

ML-Ops & Data Science Infrastructure
- Collaborate with the data science team to operationalize and support ML pipelines, removing the burden of infrastructure ownership from the team
- Monitor ML batch and streaming jobs (e.g., model scoring, feature engineering, data preprocessing)
- Maintain and improve scheduling, resource management, and observability for ML workflows (e.g., using Airflow, SageMaker, or Kubernetes-based tools)
- Help manage model artifacts, metadata, and deployment environments to ensure reproducibility and traceability
- Support the transition of ad hoc or experimental pipelines into production-grade services.

Preferred candidate profile
- At least 24 years of experience in data engineering, DevOps,

📌 Data Operations Engineer (Mumbai)
🏢 3shool Technology Consultants
📍 Mumbai