Machine Learning Engineer
6 days ago
We are seeking a highly skilled and experienced Machine Learning Engineer to join our team at BJ's Wholesale Club. As an ML Engineer, you will be responsible for building, managing, and scaling our machine learning models to enhance customer experiences and solve business needs.
About the Role:
You will design and maintain robust ML infrastructure, implement CI/CD pipelines for model deployment, and monitor model performance to provide actionable insights. Your role will involve close collaboration with data scientists, engineers, and IT teams to integrate ML models into production systems seamlessly.
Key Responsibilities:
- Develop and implement scalable ML deployment strategies, ensuring models are production-ready.
- Automate the deployment process of machine learning models using CI/CD pipelines.
- Monitor the performance of models in production and optimize them for performance and accuracy.
- Manage the lifecycle of machine learning models, including versioning, testing, and rollback strategies.
Requirements:
- Educational Background: Bachelor's or Master's degree in Computer Science, Data Science, Engineering, or a related field.
- Professional Experience: Minimum of 3-5 years of experience in machine learning or ML Ops.
- Technical Expertise:
- Strong understanding of machine learning concepts and algorithms
- Worked on model management and retraining lifecycle
- Strong programming skills with Python and PySpark (preferred)
- Strong knowledge of data processing and ETL pipelines
- Experience with CI/CD pipelines, automation tools, and practices
- Proficiency in monitoring tools and performance optimization techniques
- Experience with engineering and development collaboration tool such as GIT/Jira/Confluence
- Familiarity with cloud platforms (AWS, Azure, GCP) and containerization technologies
Salary: $120,000 - $180,000 per year
The salary range is based on industry standards and takes into account the level of expertise and experience required for this role.
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