Design, develop and move to production AI/ML tools and analytics that enhance and evolve business operations and scientific decision-making capability and related activities at ORNL.
Requirements
- Prior demonstrated AI/ML development and deployment in independent cloud and on-premise environments including requirements gathering, design, and deployment of reporting solutions.
- experience creating AI solutions like Azure AI Foundry, MS Azure Open AI Studio, Azure SQL, and Open Source LLMs like Meta's LLama family.
- experience with Microsoft CoPilot, OpenAI tools and API’s for GPT creation, Hugging Face, LangChain, Large Language Model’s, Generative AI or similar tools.
- a deeply curious approach toward novel development, planning, support, design, modification and testing of data warehouse cubes, models, dimensions, measures, views and reports,
- Understanding of multidimensional and tabular modelling, vector databases, Graph DB.
- Experience using Microsoft Visual Studio or Visual Studio Code, Python, PyTorch, TensorFlow.
- 2-3 years’ experience leading group projects and programs with current AI/ML, Data Science or Data Analytic tools including using and teaching low code-no code skills to others.
Responsibilities
- Development and support of models utilizing AI/ML and Microsoft Azure related Power apps, including CoPilot Studio.
- Analysis of emerging trends and technologies to provide recommendations for roadmaps and AI strategy. This includes Generative AI and ML techniques and solution methods. LLM/GPT CI/CD pipelines and diagnostic monitoring for clients or set up for client self-monitoring.
- Prior demonstrated AI/ML development and deployment in independent cloud and on-premise environments including requirements gathering, design, and deployment of reporting solutions.
- experience creating AI solutions like Azure AI Foundry, MS Azure Open AI Studio, Azure SQL, and Open Source LLMs like Meta's LLama family.
- experience with Microsoft CoPilot, OpenAI tools and API’s for GPT creation, Hugging Face, LangChain, Large Language Model’s, Generative AI or similar tools.
- a deeply curious approach toward novel development, planning, support, design, modification and testing of data warehouse cubes, models, dimensions, measures, views and reports,
- Experience using Microsoft Visual Studio or Visual Studio Code, Python, PyTorch, TensorFlow.
Other
- Due to the security clearance requirements of this position, US citizenship is required for consideration.
- Collaboration with business and scientific/technical stakeholders to understand needs and gather detailed actionable requirements.
- Ethical and responsible use of AI in line with ORNL policy and guidelines.
- Collaboration with other DOE labs and private sector companies to understand and mature ORNL capabilities.
- This position requires the ability to obtain and maintain a clearance from the Department of Energy.
