Data Engineer for Machine Learning and Data Engineering

3 weeks ago


Plano, Texas, United States eTek IT Services, Inc. Full time
Job Overview

We are seeking a skilled Data Engineer to join our Machine Learning Ops team at eTek IT Services, Inc. in Plano, TX (Hybrid). As a key member of the team, you will be responsible for supporting and maintaining code bases developed over the past 6-8 months, focusing on development-heavy frontend tasks and backend maintenance.

Key Responsibilities:
  • Code Maintenance and Development: Continue to support and maintain existing code bases, ensuring smooth operation and integration.
  • CI/CD Pipeline Creation and Maintenance: Develop and maintain CI/CD pipelines for deployment, adhering to best practices.
  • Testing and Evaluation: Perform unit testing, integration testing, and regression testing to ensure code quality and functionality.
  • Migration Projects: Assist in moving models from legacy systems to Snowflake, applying software best practices for migrations from Python.
  • Collaboration: Work closely with software engineers who have a nuanced understanding of modeling, focusing on development and deployment.
  • Docker and Kubernetes: Utilize Docker and Kubernetes for containerization and orchestration of applications.
  • Data Consumption: Work with data from Snowflake, leveraging its capabilities for data engineering tasks.
Requirements:
  • Proficiency in Python and experience with AWS (any cloud).
  • Experience with Sagemaker and SQL.
  • Familiarity with Snowflake and its data consumption capabilities.
  • Strong understanding of CI/CD pipelines and best practices for development and deployment.
  • Experience with Docker and Kubernetes.
  • Knowledge of Test-Driven Development (TDD) and System Design.
  • Ability to perform unit testing, integration testing, and regression testing effectively.

The estimated salary range for this position is $120,000 - $180,000 per annum, depending on experience and qualifications.



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