Machine Learning Engineer
Core
Building, maintaining, and scaling production ML pipelines for entity extraction and data element classification across diverse data types (text, documents, relational data, OCR).
Role type
Senior Machine Learning Engineer (NLP/Entity Classification)
Builds
Production ML pipelines for entity classification and data element identification
Domain
Data Security / AI / NLP
Deliverable
production ML models
Required skills
NLP systems, supervised entity classification models, Python, ML tooling, CI/CD integration, evaluation and monitoring frameworks, regression testing
Preferred skills
Experience moving from research prototypes to production, operational monitoring best practices, model versioning
Technologies
Python, ML tooling
Responsibilities
Lead building and scaling production ML pipelines for entity extraction; Partner with data scientists to translate experiments into deployed systems; Implement evaluation, monitoring, and regression testing frameworks; Drive incremental improvements to classification models; Advocate for best practices around model deployment and versioning
Seniority
Senior, hands-on IC