AI Data Science Summer Associate

Tempus AI · Vertical AI · Chicago, IL

Seeking an AI Data Science Summer Associate to apply advanced AI/ML techniques, specifically LLMs, to automate documentation and improve efficiency in healthcare business operations. The role involves designing and implementing ML models and NLP algorithms, conducting EDA, and leveraging LLMs for automation.

What you'd actually do

  1. Design and implement advanced machine learning models and NLP algorithms to address specific business challenges in document processing.
  2. Conduct exploratory data analysis (EDA), feature engineering, and data preprocessing to uncover insights in complex, large-scale datasets.
  3. Leverage state-of-the-art LLMs to automate documentation, data extraction, and other key business functions.
  4. Work with a cross-functional team to integrate AI models into operational workflows and business systems.
  5. Translate business objectives into scalable data science solutions by collaborating with domain experts.

Skills

Required

  • Python
  • SQL
  • PyTorch
  • TensorFlow
  • Scikit-learn
  • XGBoost
  • pandas
  • NumPy
  • Matplotlib
  • statistical analysis
  • large, complex datasets analysis

Nice to have

  • Large Language Models (LLMs)
  • cloud-based services (AWS, GCP)
  • building machine learning pipelines

What the JD emphasized

  • Proven track record of building and deploying machine learning models in academic or real-world applications.

Other signals

  • LLM development
  • NLP algorithms
  • document processing automation