Develop and deploy innovative AI-powered solutions using large-scale datasets and cutting-edge tools to solve complex business challenges.
Requirements
- 7+ years of Python application development* and data manipulation libraries (e.g., Pandas, NumPy).
- Familiarity with API frameworks (e.g., FastAPI, Flask) and RESTful API concepts.
- Strong understanding of machine learning frameworks (e.g., TensorFlow, PyTorch, Scikit-learn).
- Familiarity with cloud platforms (e.g., AWS, Google Cloud, Azure)
- 3+ years of experience with containerization (e.g., Docker, Kubernetes).
- 3+ years of experience with CI/CD tools, pipelines
- Experience working with Large Language Model (LLM) in application development
Responsibilities
- Explore and implement generative AI technologies using Large Language Models and other generative models to create innovative solutions.
- Build and maintain robust APIs for enabling Retrieval-Augmented Generation and generative AI agents within business use cases.
- Design, develop, and maintain robust data pipelines for ingestion, processing, and transformation of large datasets.
- Assist our data science team in the development and deployment of traditional machine learning models.
- Collaborate with data scientists to understand model requirements and translate them into scalable engineering solutions.
- Monitor and maintain performance and reliability of deployed APIs, models, and data pipelines.
- Stay up to date with the latest advancements in machine learning, generative AI, and related technologies.
Other
- Bachelor's Degree in a quantitative discipline (e.g., Computer Science, Mathematics, Statistics, or a related field) with a minimum of 5 years of professional experience; OR Master's Degree in a similar field with at least 5 years of relevant experience.
- Excellent problem-solving skills and ability to work in a collaborative environment.
- Occasional travel to Humana's offices for training or meetings may be required.
- Work from a dedicated space lacking ongoing interruptions to protect member PHI / HIPAA information.
- Self-provided internet service must meet specific download and upload speed criteria.
