Data Analyst: ML Metrics, Feature Eng & CI/CD Lead

Strategic Consulting Partners; Elgin (IL); On-site; USD 112,000 - 163,000; Full time

Job summary

Strategic Consulting Partners in Elgin, IL is seeking a Data Analyst to own data workflows, improve observability, and drive metrics across technology services. This role emphasizes collaboration, rigorous testing, and growth opportunities.

You will optimize the CI/CD pipeline, reduce cloud spend by sizing infrastructure, and work with QA to prevent regressions, leveraging feature engineering and LightGBM to power trusted reports.

Qualifications

• Hands-on experience with feature engineering and ML models.
• Ability to leverage LightGBM for scalable predictions.
• Strong collaboration with engineering and QA teams.
• Willingness to learn and adapt in fast-moving projects.

Responsibilities

• Drive adoption of best practices in testing, security, and observability
• Track and report on key performance metrics for technology services
• Maintain and improve CI/CD infrastructure across IL engineering teams
• Trim cloud bill by right-sizing the SQL infrastructure in Elgin, IL
• Drive incident postmortems to prevent outages in Elgin
• Keep the Feature Engineering CI under ten minutes for flow
• Stitch Deep Learning events into the LightGBM pipeline for reports
• Partner with QA to define test coverage and catch regressions early

Skills

Feature Engineering

LightGBM

Tools

LightGBM

Job description

Strategic Consulting Partners in Elgin, IL is seeking a Data Analyst to own data workflows, improve observability, and drive metrics across technology services. This role emphasizes collaboration, rigorous testing, and growth opportunities.

You will optimize the CI/CD pipeline, reduce cloud spend by sizing infrastructure, and work with QA to prevent regressions, leveraging feature engineering and LightGBM to power trusted reports.