Data Engineer / Data Scientist - MLOps & Machine Learning

Overview

Seeking a highly analytical and hands-on Data Engineer / Data Scientist with strong MLOps experience in Databricks environments. This role requires a strong foundation in machine learning theory, model development, and large-scale cloud-based data platforms. The ideal candidate should be comfortable working across engineering and data science teams while supporting end-to-end ML workflows in production environments.

Must Haves

• 5+ years of hands-on experience as a Data Engineer or Data Scientist in large-scale, cloud-based data environments
• Strong experience building or supporting MLOps workflows in Databricks
• Hands-on experience with MLflow, including experiment tracking, model registry, and deployment workflows
• Strong understanding of machine learning fundamentals and model lifecycle management
• Solid data science foundation with understanding of ML theory, mathematics, and statistical concepts
• Experience building, training, validating, and deploying machine learning models
• Ability to explain model selection decisions and ML approaches clearly
• Strong collaboration and communication skills with the ability to work well across cross-functional teams
• Strong personality fit and ability to work effectively in team-oriented environments
• Willingness to work onsite

Responsibilities

• Design, build, and support scalable machine learning and data workflows in cloud environments
• Develop and maintain MLOps pipelines using Databricks and MLflow
• Track, manage, and deploy machine learning models across environments
• Work closely with data scientists, engineers, and business stakeholders to deliver ML-driven solutions
• Analyze large datasets and apply machine learning techniques to solve business problems
• Support model monitoring, optimization, and continuous improvement initiatives
• Collaborate on architecture, best practices, and scalable ML engineering standards

Benefits Information

Beacon Hill offers a robust benefit package including, but not limited to, medical, dental, vision, and federal and state leave programs as required by applicable agency regulations to those that meet eligibility. Upon successfully being hired, details will be provided related to our benefit offerings.