DBT Developer

4 weeks ago


New York, United States Tek Leaders Inc Full time

Hi

Please check the below position and get back to me asap.

Role: DBT (Core/ Cloud) Developer

Location: Remote

Please find the revised JD Senior DBT Developer. Please evaluate the resume based on below highlighted skills.

  • Client looking for Senior/ Lead DBT Developer.
  • Good AWS experience.
  • Should have some DBT Admin experience.

Senior DBT developer:

Technical Skills:

DBT Proficiency:

    • model development:
      • Experience in creating complex DBT models including incremental models snapshots and documentation
      • Ability to write and maintain DBT macros for reusable code
    • Testing and documentation:
      • Proficiency in implementing DBT tests for data validation and quality checks
      • Familiarity with generating and maintaining documentation using DBTs built in features
    • Version control:
      • Experience in managing DBT projects using git including implementing CI/CD process from the scratch
  • AWS Expertise:
    • Data STORAGE solutions:
      • In depth understanding of AWS S3 for data storage including best practices for organization and security
      • Experience with AWS redshift for data warehousing and performance optimization
    • Data Integration:
      • Familiarity with Aws glue for ETL processes and orchestration Nice to have
      • Experience with AWS lambda for serverless data processing tasks
    • Workflow Orchestration:
      • Proficiency in using Apache Airflow on AWS to design schedule and monitor complex data flows
      • Ability to integrate Airflow with AWS services and DBT models such as triggering a DBT model or EMR or reading from s3 writing to redshift
    • Data Lakes and Data warehousing:
      • Understanding the architecture of data lakes vs data warehouses and when to use each
      • Experience with amazon Athena for querying data directly in s3 using SQL
    • Monitoring and Logging:
      • Familiarity with AWS cloud watch for monitoring the pipelines and setting up alerts for workflow failures
    • Cloud Security:
      • Knowledge of AWS security best practices including IAM roles encryption DBT profiles access configurations

Programming Skills:

  • Python:
    • Proficiency in Pandas and NumPy for data analysis and manipulation
    • Ability to write scripts for automating ETL processes and scheduling jobs using airflow
    • Experience in creating custom DBT macros using jinja and Python allowing for reusable components within dbt models
    • Knowledge on how to implement conditional logic in DBT through python
  • SQL:
    • Advanced SQL skills including complex joins window functions CTEs and subqueries

Experience in optimizing SQL queries for performance and optimization

Python,AWS,SQL



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