The organization needs to analyze and manage diverse data formats, requiring the development of AI-based systems and a Chatbot-style interface.
Requirements
- Proficiency in Python development
- Experience with handling structured and unstructured data
- Experience with Entity resolution
- Experience with AI working with large language models and GenAI
- Experience working with vector databases
- Experience with SQL
- Experience with User Interface implementation using React, Angular, JavaScript or a similar framework
- Experience with AWS cloud architecture
- Experience with AI model optimization
Responsibilities
- Analyze structured and unstructured datasets
- Identify commonalities across datasets and organize them into a uniform structure
- Perform entity resolution on unstructured data
- Implement a Chatbot-style interface using large language models and GenAI
- Design, architect, and prototype complex AI-based systems
- Deploy AI models that can process a wide array of structured and unstructured data formats
- Clean data for ingestion and analysis
Other
- 8+ years of experience with software, data, AI or a combination
- Bachelors degree
- Active TS/SCI with polygraph clearance
- Certifications related to AI, data analysis, or software engineering (bonus)
- Experience integrating API (bonus)
- Ability to examine data holdings and use cases to determine best approach for grooming data
