Quick overview
Job description
- Hadoop-to-Snowflake Migration: Lead the migration of legacy big data workloads (HDFS, Hive, Spark, MapReduce) to Snowflake, translating legacy scripts, queries, and orchestration flows into optimized Snowflake-native structures.
- Python & Cloud Data Engineering: Design and develop scalable automated ELT/ETL data pipelines using Python, SQL, and modern cloud orchestration frameworks.
- Snowflake Architecture & Optimization: Leverage advanced Snowflake features including Snowpipe, Streams, Tasks, Multi-Cluster Warehouses, Zero-Copy Cloning, and Time Travel to maximize performance and minimize compute costs.
- Performance Tuning: Optimize complex analytical SQL queries, tune data warehouse storage, and re-architect batch data flows to handle massive financial datasets efficiently.
- Data Quality & Governance: Implement robust data validation frameworks, access controls (RBAC), masking policies, and data lineage tracking during and post-migration.
- Stakeholder & Team Collaboration: Work closely with enterprise architects, data governance teams, and business stakeholders at Morgan Stanley to define migration standards, resolve technical bottlenecks, and provide technical leadership to junior engineers.
- 8–15+ years of total IT experience, with at least 5+ years dedicated to modern cloud data warehousing and big data ecosystems.
- Proven, hands-on experience leading Hadoop-to-Snowflake migrations (migrating Hive, HDFS, HBase, or Spark environments into Snowflake).
- Expert-level proficiency in Python and SQL for data processing, scripting, and pipeline automation.
- Deep technical expertise in Snowflake cloud-native architecture (Snowpipe, Streams, Tasks, Secure Data Sharing, Resource Monitors, and performance tuning).
- Solid background in big data frameworks including Apache Spark, Hive, or Kafka.
- Experience with CI/CD deployment pipelines (GitHub Actions, Jenkins, Terraform, or similar infrastructure-as-code tools).
- Bachelor’s or Master’s degree in Computer Science, Information Technology, or a related quantitative field.
- Financial Services Industry Experience: Prior experience working within investment banking, wealth management, or financial services environments (e.g., Morgan Stanley, similar tier-1 banks).
- Client-Facing Presence: Outstanding verbal and written communication skills, with a polished professional demeanor suited for face-to-face technical discussions and executive walkthroughs.
- Certifications: Snowflake SnowPro Core or Advanced Architect certification is a strong plus.
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