Machine Learning Engineer

Machine Learning Engineer

Remote

3-6+ Months

Hands-on engineering resource responsible for converting ML and analytical strategies into repeatable feature-engineering pipelines, ML workflows, model lifecycle processes, and operational integrations in support of Cisco Learning’s opportunity-assessment solution.

Primary Focus

ML Engineering + Feature Pipelines + Model Operationalization + MLOps + Data/ML Integration

Required Skills

Languages & Data

* Strong Python

* SQL

* Pandas / NumPy or comparable data-processing libraries

* Structured and unstructured data processing

* Software-development and version-control practices

ML Engineering

* Feature engineering

* ML pipeline development

* Model training and evaluation

* Model inference

* Data preprocessing/transformation

* Scikit-learn or comparable ML frameworks

* Production-oriented ML development

MLOps / Model Lifecycle

* Model registries

* Model versioning

* Experiment tracking

* Model monitoring

* Automated testing

* Retraining workflows

* Reproducible ML pipelines

Data / Integration

* Data ingestion/access pipelines

* Cloud-based ML/data environments

* APIs and/or downstream integrations

* Enterprise data environment

Preferred Skills

* MLflow or comparable ML lifecycle tooling

* Feature Store experience

* Containerization

* Cloud ML platforms

* API/integration development

* NLP/text-processing pipelines

* Document/vector ingestion

* Model inference and monitoring

* Automated ML testing/retraining

* Enterprise data-platform experience

* Production-oriented ML solutions

* Previous Cisco experience with the appropriate ML engineering skill set