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ML Ops Engineer
Career Insights for Machine Learning Engineer
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Based on Maine data
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What they do
A Machine Learning Engineer specializes in designing, building, and deploying machine learning models. They utilize statistical and mathematical techniques, parallelizing processing, hyperparameter tuning, and other optimization methodologies to improve model performance. Responsibilities also include collecting and preprocessing large datasets, conducting exploratory data analysis, working closely with data engineers to understand data requirements, and engineer input variables for machine learning models.
$133,835 / year median in Maine
Job Description
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Insight Global's Workforce Privacy Policy:
https://insightglobal.com/workforce-privacy-policy/. Skills and Requirements- 3-5 years of experience in MLOps, data engineering, or a related field
- Strong Python skills, including writing production-grade, testable code
- Hands-on experience with AWS services (e.g., S3, SageMaker, Lambda, ECS / EKS , IAM )
- Solid working knowledge of Databricks (jobs, workflows, MLflow, Unity Catalog)
- Experience with CI/CD tooling (e.g., GitHub Actions, GitLab CI) and infrastructure-as-code (e.g., Terraform)
- Familiarity with containerization (Docker) and orchestration concepts
- Understanding of ML lifecycle management: experiment tracking, model registries, monitoring, and retraining
- High level of comfort with Linux
- Experience with SQL
- Strong problem-solving and analytical skills
- Excellent communication and collaboration skills
- Experience with Spark/PySpark at scale
- Knowledge of data governance and security best practices
- Relevant AWS or Databricks certifications To view full details and how to apply, please login or create a Job Seeker account