The organization is seeking to improve Veterans' interactions with VA services by gathering valuable insights through machine learning and AI solutions.
Requirements
- 2+ years of hands-on experience designing and implementing machine learning, generative AI, or graph algorithms in an academic or professional setting.
- Proficiency in programming with Python.
- Experience working with Large Language Models (LLMs).
- Proven experience developing and deploying solutions in a cloud environment (preferably Azure).
- Hands-on experience with Natural Language Processing (NLP) techniques.
- Proficiency in working with Databricks for data processing and machine learning workflows.
- Experience with machine learning development specifically in Azure environments.
Responsibilities
- Design, develop, and deploy machine learning models and generative AI solutions using Azure Machine Learning Services.
- Implement graph algorithms tailored to business needs.
- Implement NLP solutions tailored to business needs.
- Optimize and maintain machine learning workflows using Databricks and MLFlow.
- Apply best practices in MLOps for continuous integration and delivery of ML solutions.
- Evaluate and integrate Large Language Models (LLMs) for various use cases.
- Conduct performance tuning and ensure scalability of machine learning models in the cloud.
Other
- Ability to obtain and maintain a Public Trust or Suitability/Fitness determination based on client requirements.
- Strong problem-solving skills and the ability to think critically about complex technical challenges.
- Excellent communication skills to articulate technical concepts to non-technical stakeholders.
- Ability to work in a fast-paced environment with evolving priorities.
