Remote ML Engineer: Feature Pipelines & MLOps

Stellar IT Solutions LLC; St. Louis (MO); Remote; USD 83,000 - 90,000; Full time

Job summary

Stellar IT Solutions LLC in St. Louis, MO is hiring a remote Machine Learning Engineer to design and productionize end-to-end ML workflows, feature pipelines, and model lifecycle operations for Cisco Learning’s opportunity-assessment solution.

You will own ML pipeline development, data preprocessing, model training and inference, experiment tracking, and monitoring, collaborating with cloud environments and enterprise data platforms to deliver scalable, production-ready ML solutions.

Qualifications

• Proficient in Python, SQL and data-processing with Pandas/NumPy.
• Experience building production ML pipelines across lifecycles.
• Strong software development practices and version control.
• Hands-on with feature engineering, model training/evaluation and inference.
• Experience with data preprocessing/transformation and ML frameworks.
• Knowledge of MLflow, registries, monitoring and automated testing.
• Exposure to cloud-based ML/data environments and API integrations.

Responsibilities

• Translate ML strategies into repeatable feature pipelines and ML workflows.
• Develop production-oriented ML solutions including data preprocessing.
• Own ML pipeline development across training, evaluation, inference and handoff.
• Support model registries, versioning and experiment tracking.
• Implement model monitoring and automated testing for production environments.
• Build retraining workflows to maintain model performance over time.
• Enable reproducible ML pipelines and data ingestion/access workflows.
• Integrate ML components into enterprise systems via APIs and downstream integrations.

Skills

Python

SQL

Pandas/NumPy

Version control

ML pipeline development

Model training and evaluation

Model inference

Experiment tracking

Model monitoring

Automated testing

Retraining workflows

Reproducible ML pipelines

Data ingestion/access pipelines

Cloud-based ML environments

APIs/integration

Enterprise data environments

Production-oriented ML development

Tools

MLflow

Containerization

Cloud ML platforms

API/integration development

Job description

Stellar IT Solutions LLC in St. Louis, MO is hiring a remote Machine Learning Engineer to design and productionize end-to-end ML workflows, feature pipelines, and model lifecycle operations for Cisco Learning’s opportunity-assessment solution.

You will own ML pipeline development, data preprocessing, model training and inference, experiment tracking, and monitoring, collaborating with cloud environments and enterprise data platforms to deliver scalable, production-ready ML solutions.