Harbor Freight Tools is seeking a Machine Learning Engineer responsible for the overall development, deployment, and support of their machine learning operations. The role involves working with various teams to implement tools for model training, monitoring, and maintenance, while ensuring best practices are followed in the industry.
Responsibilities:
- Work closely with data scientists and IT in the development and implementation of our Enterprise AI platform
- Build and maintain an industry leading MLOps tech stack
- Mentor data scientists within the business, ensuring we’re building best-in-class models
- Optimize the scalability, performance, and reliability of our models by implementing best practices and leveraging industry-standard technologies
- Streamline data ingestion, pre-processing, feature engineering, and model training workflows to improve efficiency and reduce latency
- Design, build, and maintain a secure and scalable CI/CD framework for data science teams
Requirements:
- Experience as a machine learning engineer
- Excellent business acumen
- Very strong technical skills
- Data modeling expertise
- Data warehousing expertise
- Ability to work with multiple levels of the organization
- Experience working with data science teams
- Experience working with application teams
- Experience working with security teams
- Experience working with software engineering teams
- Experience working with business partners
- Technical and analytical skills
- Ability to mentor data scientists
- Experience in building and maintaining MLOps tech stack
- Experience in optimizing scalability, performance, and reliability of models
- Experience in streamlining data ingestion, pre-processing, feature engineering, and model training workflows
- Experience in designing, building, and maintaining a CI/CD framework for data science teams