
Advanced Data Engineer Lead
1 day ago
A Senior Data Architect
Design and implement advanced data architectures, combining database management with full-lifecycle data engineering.
Responsibilities:- Lead schema design, performance tuning, ETL pipeline development, and large-scale data migrations
- Collaborate with analytics and product teams to translate requirements into data models
- Manage raw data storage over S3 and apply lifecycle policies
- Optimize sql/no-sql databases, maintain petabyte-scale Elasticsearch clusters
- Design index templates, shard/replica allocation, and rollover policies for Elasticsearch
- Automate database maintenance tasks (vacuum, analyze) and monitor slow queries
- Architect, build, and maintain batch and streaming ETL pipelines using EMR/Spark, Glue, Lambda, and Delta Lake
- Lead large-scale data migrations with minimal downtime, ensuring idempotency, data quality, and rollback strategies in all migration workflows
- 5+ years of hands-on experience in data modeling, ETL development, and database administration
- Deep expertise in dimensional modeling (star/snowflake) and normalization trade-offs
- Proven track record managing Amazon Redshift, PostgreSQL, and Elasticsearch at scale
- Strong experience building and migrating ETL pipelines (EMR/Spark, Glue, Lambda, Delta Lake)
- Proficiency with S3/HDFS architectures and data lake best practices
- Excellent SQL skills and proficiency in Python or Bash scripting
- Demonstrated success in large-scale data migrations with minimal business impact
- AWS certifications (e.g., Database – Specialty, Big Data – Specialty)
- Experience with additional NoSQL systems (DynamoDB, Cassandra)
- Knowledge of data mesh or data fabric architectures
- Background in DevOps practices (CI/CD for schema and ETL code changes, Terraform/CDK)
- Shape the backbone of our analytics and ML platforms by leading both modeling and ETL efforts
- Influence data governance, migration strategy, and best practices across the organization
- Competitive compensation, comprehensive benefits, and flexible work options
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