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Senior Data Engineer

Roles & Responsibilities

  • Bachelor's degree in computer science, information technology, or a related field
  • Proficient in Python (both Python 2.7 and 3.6+)
  • Experience in unit testing and test-driven development
  • Knowledge of data modeling principles and practices

Requirements:

  • Design, implement, and manage complex DAGs and SubDAGs in Apache Airflow
  • Develop and optimize data processing tasks using PySpark
  • Manage Hive external tables, update table DDL, and handle partition operations
  • Import and export data between Microsoft SQL Server and HDFS using Sqoop

Job description

This is a remote position.

About the Job 
As a
Senior Data Engineer at Aspire, will play a key role in designing, developing, and maintaining data workflows and pipelines, ensuring the efficient and reliable movement of data across various systems.


What you’ll do
  • Design, implement, and manage complex DAGs and SubDAGs in Apache Airflow.
  • Utilize Operators, macros, connections, variables, and xcom for efficient task execution.
  • Conduct unit testing to ensure the robustness of Airflow workflows.
  • Perform file operations and data movement between HDFS and S3 (and vice versa).
  • Manage Hive external tables, update table DDL, and handle partition operations.
  • Execute basic Hadoop commands and navigate/traverse HDFS.
  • Work with Hive on Tez for optimized query execution.
  • Utilize AWS command line tools for tasks such as listing and copying files from S3.
  • Implement and manage secrets using tools like Ansible Vault and AWS Secrets Manager.
  • Develop and optimize data processing tasks using PySpark.
  • Understand and leverage Livy for efficient Spark job execution.
  • Import and export data between Microsoft SQL Server and HDFS using Sqoop.
  • Apply dimension modeling principles, define facts and dimensions, and manage surrogate keys.
  • Implement effective branching strategies in Git.
  • Participate in the process of raising and reviewing Merge Requests in GitLab.
  • Utilize SSIS for migrating data workflows, ensuring a smooth transition.
  • Model data in Snowflake, differentiating between external and internal tables.
  • Understand the use of views and materialized views in Snowflake.

 What you’ll need
  • Bachelor’s degree in computer science, information technology, or a related field.
  • Proficient in Python (both Python 2.7 and 3.6+).
  • Experience in unit testing and test-driven development.
  • Familiarity with Secrets Management tools and techniques.
  • Knowledge of data modeling principles and practices.
  • Strong understanding of Git version control and GitLab workflows.
  • Experience with SSIS and Snowflake is a plus.
  • Excellent problem-solving and communication skills.
  • Awareness or knowledge of IT security best practices as defined by ISO/SOC or similar.

Why Aspire
In addition to a competitive long-term total compensation with salary and performance-based bonus, we have a reward philosophy that expands beyond this. 
  • Be part of a (Remote is here-to stay) organization. 
  • Work and learn from great minds.
  • Explore new opportunities to learn and grow everyday by attending technical and nontechnical training. 
  • Get market exposure by working with international tech leaders. 
  • Nursery reimbursement benefit. 
  • Aspire Wellness Program.
  • Attend virtual and onsite international tech conference.
  • Exposure to work in an IT environment that adheres to rigorous security and compliance standards defined by ISO/SOC.


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