AI/ML Developer
Mohan K.United StatesMIDPosted 10d ago
PythonLinuxMachine LearningDeep LearningText ClassificationModel EvaluationNLPMLOpsGenerative AISVMSetFit
About the Role
We are seeking an experienced AI/ML developer to work alongside our Principal AI Architect on active machine-learning projects. This hands-on role requires someone who can take existing work and make it production-ready, working independently with minimal ramp-up.
Key Responsibilities
• Review and verify existing code; identify and fix problems
• Harden 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
• Evaluate algorithms for assessing a paper's innovation, transformativeness, scientific rigor, and impact
Requirements
• 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
• 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