Lead Data Engineer
5 days ago
Primary Job Title:
Data Engineering Lead
About The Opportunity
We are seeking a highly skilled
Lead Data Engineer
with strong expertise in
Python, Pandas, PySpark, AWS, and SQL
to design, build, and manage scalable data solutions. The ideal candidate will lead a team of data engineers, develop robust ETL pipelines, and collaborate with analytics, data science, and business teams to ensure high data quality and performance across cloud-based environments.
Role & Responsibilities
- Lead the design and development of data pipelines for ingestion, transformation, and integration from multiple sources into the enterprise data platform.
- Implement data quality frameworks, validation checks, and monitoring solutions using Python and SQL.
- Optimize PySpark jobs for performance and scalability in a distributed computing environment (AWS EMR/Glue).
- Develop reusable ETL frameworks using PySpark and Pandas for data transformation and analytics.
- Manage and maintain cloud-based infrastructure and data storage (AWS S3, Redshift, Lambda, Glue, Athena).
- Collaborate with data scientists, analysts, and stakeholders to provide clean, structured, and accessible datasets.
- Oversee code reviews, performance tuning, and mentoring junior data engineers.
- Establish best practices for data governance, version control, and CI/CD integration.
- Troubleshoot production data issues and ensure system reliability, availability, and efficiency.
Must-Have Skills
- Programming: Python (advanced scripting, Pandas, PySpark)
- Cloud: AWS (S3, Glue, Lambda, Redshift, Athena, EMR)
- Database / Querying: Advanced SQL (Joins, Window Functions, Query Optimization)
- Big Data Tools: PySpark, Spark SQL
- ETL Development: Data ingestion, transformation, and validation pipelines
- Version Control: Git / GitHub / Bitbucket
- Workflow Orchestration: Apache Airflow or equivalent (preferred)
Good-to-Have Skills
- Experience with Docker or Kubernetes for containerization.
- Familiarity with CI/CD pipelines and DevOps practices.
- Exposure to data modeling, schema design, and partitioning strategies.
- Understanding of data lake and data warehouse architecture.
- Knowledge of monitoring tools (CloudWatch, Datadog, or Prometheus).
Qualifications
- Bachelor's or Master's degree in Computer Science, Data Engineering, or a related field.
- 11–16 years of total experience with at least 3–4 years leading data engineering projects.
- Proven track record in handling large-scale data pipelines and cloud migrations.
Skills: python,aws,sql,pyspark
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