REMOTE AI/ML Engineer II

Job Description

Insight Global is seeking a Machine Learning Engineer II for a leading healthcare organization building out a greenfield ML environment. This role is heavily focused on production MLOps, specifically deploying real ML models, monitoring model performance and drift, and managing the ongoing ML lifecycle.

4–5 years of hands-on AI/ML experience Proven experience personally deploying ML models into production Hands-on model monitoring, performance tracking, and drift detection Experience with automated retraining/redeployment and ML lifecycle management Strong Python/software engineering skills Experience with CI/CD, GitHub, and containerization Experience supporting Azure/cloud ML infrastructure Hands-on exposure to Microsoft Fabric Ability to clearly walk through a production ML solution end-to-end, including data, model selection, testing, deployment, monitoring, versioning, and retraining

Skills and Requirements

4–5 years of hands-on AI/ML experience Proven experience personally deploying ML models into production Hands-on model monitoring, performance tracking, and drift detection Experience with automated retraining/redeployment and ML lifecycle management Strong Python/software engineering skills Experience with CI/CD, GitHub, and containerization Experience supporting Azure/cloud ML infrastructure Hands-on exposure to Microsoft Fabric Ability to clearly walk through a production ML solution end-to-end, including data, model selection, testing, deployment, monitoring, versioning, and retraining Healthcare or regulated-industry experience Greenfield MLOps environment experience Infrastructure as Code such as Terraform Databricks or Snowflake experience LLM development/deployment experience PyTest, Great Expectations, or similar testing frameworks

We are a company committed to creating diverse and inclusive environments where people can bring their full, authentic selves to work every day. We are an equal employment opportunity/affirmative action employer that believes everyone matters. Qualified candidates will receive consideration for employment without regard to race, color, ethnicity, religion, sex (including pregnancy), sexual orientation, gender identity and expression, marital status, national origin, ancestry, genetic factors, age, disability, protected veteran status, military or uniformed service member status, or any other status or characteristic protected by applicable laws, regulations, and ordinances. If you need assistance and/or a reasonable accommodation due to a disability during the application or the recruiting process, please send a request to HR@insightglobal.com.