Lead Data Scientist - Gen AI

State Farm State Farm · Insurance · Bloomington, IL +3 · Research and Data Analytics

Lead Data Scientist role focused on developing and validating advanced deep learning models and GenAI solutions, including LLMs and Agentic AI, for enterprise use. The role involves end-to-end ML model development for production, from scoping to monitoring, with a focus on Computer Vision and NLP. Requires experience with Python, deep learning frameworks, fine-tuning models, and cloud-based ML tools.

What you'd actually do

  1. Develop and validate advanced deep learning models and GenAI solutions
  2. Provide input into and/or build datasets to support AI/ML solution development
  3. Collaborate with other team members on scoping solutions and project decision points
  4. Present on technical topics to peers, leadership, and other stakeholders, including non-technical business partners
  5. Lead/mentor other data scientists, interns, and other technical work teams

Skills

Required

  • Python
  • deep learning frameworks (e.g., PyTorch)
  • fine-tuning open-source Computer Vision and NLP models
  • GenAI (e.g., LLM and Agentic AI) solution development
  • end-to-end ML models development for production
  • IDEs (e.g., IntelliJ, VS Code)
  • Linux terminal
  • version control
  • cloud-based tools for ML development (e.g., AWS SageMaker)
  • Solid general coding practice and computer knowledge (e.g., latency vs throughput)
  • Strong communication skills

Nice to have

  • Computer Vision
  • Nature Language Processing (NLP)

What the JD emphasized

  • deep learning with Computer Vision and Nature Language Processing (NLP) and GenAI
  • end-to-end ML models development for production
  • fine-tuning open-source Computer Vision and NLP models
  • GenAI (e.g., LLM and Agentic AI) solution development

Other signals

  • Develop and validate advanced deep learning models and GenAI solutions
  • Experience with GenAI (e.g., LLM and Agentic AI) solution development
  • Experience in end-to-end ML models development for production