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Machine Learning Engineer with Python - W2 Contract

Machine Learning Engineer with Python - W2 Contract

eTek IT Services, Inc.Plano, TX, US
30+ days ago
Job type
  • Full-time
Job description

Job Description

Job Description

Job Description Job Description : Machine Learning Engineer – Plano, TX (Hybrid)

Location : & Plano, TX (Local candidates only, required to be on-site once every other week)

Team : & Machine Learning Ops

Role Overview : & We are seeking a skilled Machine Learning Engineer to join our Machine Learning Ops team. This role involves supporting and maintaining code bases developed over the past 6-8 months, with a focus on development-heavy frontend tasks and backend maintenance. The ideal candidate will have a strong background in software engineering, particularly in Python, and experience with AWS, Sagemaker, SQL, and Snowflake.

Key Responsibilities :

  • Development and Maintenance : & 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, ensuring best practices are followed.
  • 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.

Required Skills :

  • 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.
  • Preferred Skills :

  • Analytical background with experience in& Sagemaker .
  • Familiarity with& RESTful services & and API testing.