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.