Staff AI/ML Engineer & Data Scientist at InDepth Engineering Solutions, focusing on ML pipelines and statistical analysis. Remote work with occasional travel to Normal, IL.
Responsibilities
Lead the design, deployment, and maintenance of production-grade ML systems
Architect robust ML pipelines and apply advanced statistical techniques
Ensure models are accurate, explainable, and scalable
Apply algorithms such as regression, tree-based models, SVMs, clustering, and forecasting to solve high-impact problems
Lead the full lifecycle from data preprocessing and feature engineering to training, validation, deployment, and monitoring
Apply hypothesis testing, Bayesian methods, and model interpretability techniques to ensure reliable insights
Define ML architecture, best practices, and performance standards for enterprise-scale solutions
Build scalable ML pipelines and APIs in Python (primary) and Golang (for backend services)
Design and manage CI/CD pipelines for ML, including automated retraining, model versioning, monitoring, and rollback strategies
Partner with engineering, analytics, and product teams to align technical solutions with business objectives
Requirements
8+ years of experience in applied ML or data science
3+ years in a senior or staff-level role and devops experience
Expert proficiency in Python for ML development (Good to have: Golang for backend integration)
Proven experience deploying traditional ML models to production with measurable business impact
Strong knowledge of ML frameworks (Scikit-learn, XGBoost, LightGBM) and data libraries (Pandas, NumPy, Statsmodels)
Hands-on MLOps experience with tools like MLflow (preferred), Databricks(preferred), Kubeflow, Vertex AI Pipelines, or AWS SageMaker Pipelines
Experience with model monitoring, drift detection, and automated retraining strategies
Strong database skills (SQL and NoSQL)
Masters degree or PHD is mandatory
Benefits
Mostly remote with a required trip to Normal, IL once a month for three days
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