AI/ML Developer

We are seeking an experienced AI/ML developer to work alongside our Principal AI Architect on active machine-learning projects., * Review and verify our existing code; identify and fix problems.

• Harden the models and pipeline for production.
• Apply sound evaluation methodology - precision/recall on imbalanced data, proper train/eval
• separation.
• Conduct applied R&D - read relevant research, try open-source projects, evaluate results, and present findings to business users on how well different approaches meet their needs. A near-term goal is evaluating algorithms for assessing a paper’s innovation, transformativeness, scientific rigor, and impact. This work is guided by the Principal AI Architect.

This is a hands-on, individual-contributor role for someone who can pick up existing work, get it production-ready, and work independently with minimal ramp-up., * Strong applied experience with both traditional machine learning and deep learning for text

• classification.
• Solid grasp of model evaluation methods and their common pitfalls.
• Able to read, debug, and improve existing ML code independently.
• Comfortable doing applied research - reading papers, trying open-source tools, and evaluating them - and clearly presenting results to non-technical business users.

Additional Requirements

• Proficient in Python; comfortable working in a Linux environment.
• Able to work independently on well-scoped tasks with minimal supervision.
• Production-minded - writes maintainable, testable code, not just notebooks.