Job Summary

• Unum Group seeks Directors, AI/ML Transformation to define and oversee strategic direction for AI/ML transformation initiatives, aligning model development and deployment with overall business goals.
• The role involves architecting, training, and validating machine learning and generative AI models to solve complex business problems, and translating model outputs into production-ready digital products.
• The company offers a competitive benefits package including health, vision, dental, disability insurance, generous PTO, 401(k) employer contribution, mental health support, career advancement, student loan repayment, and tuition reimbursement.

Matching Summary

Salary

$170,000 - $210,000 per year; Not specified; Competitive benefits package

Skills & Requirements

Key Requirements

• 5 years of experience with Bachelor's degree or 3 years with Master's degree
• Statistics, calculus, and algorithm-based mathematics
• Generalized linear models and time series data
• Python, Scikit-Learn, NumPy, pandas, OpenCV
• Deep-learning model building, training, and deployment (PyTorch or Tensorflow)
• Supervised learning, unsupervised learning, optimization algorithms
• Gradient boosted tree models (LightGBM or XGBoost)
• DevOps and model lifecycle ownership
• Feature engineering and data leakage prevention
• Healthcare-related claims data experience
• Git-based code version control
• 2 years of experience with Bachelor's degree or any experience with Master's degree with Generative AI/LLM applications
• Fine-tuning LLMs/VLMs using PEFT and quantization
• Data prep, evaluation, and deployment (Hugging Face or vLLM)

Work Rights