What are the responsibilities and job description for the Solution Architect position at Seven Hills Group Technologies inc.?
Mandatory Skills/Note
- Experience: 10-15 years' experience is fine. The key focus areas from a skills standpoint are as follows. Rest of the skills are nice to have.
- AI solution architecture experience using APIs, Vector Database Search, and RAG
- Azure cloud and document intelligence experience to process unstructured data
- Model development experience using Python
Key Responsibilities:
- Develop and implement a micro design for AI solutions, focusing on:
- OCR and document intelligence
- Similarity capabilities
- Composing foundation blocks
- Architect solutions using Azure, with a strong emphasis on Azure Document Intelligence.
- Design and implement AI search solutions using Vector Databases and RAG solutions.
- Process and analyze policy and actuary data using vector analysis techniques. Mostly unstructured data processing, pdf, document etc…less of excel file processing (Excels are processed in Salesforce mostly)
- Collaborate with teams using OpenShift for UI development, integrating with React and Spring Boot.
- Develop and integrate APIs for the Insurance Workbench.
- Plan for the future integration with Unity Catalog, targeting implementation in 2025.
- Set up and manage MLflow for model evaluation and establish a model registry.
- Explore the use of Langchain for enhancing solution capabilities (nice to have).
- Develop pricing models using Python.
Qualifications:
- Proven experience as a Solution Architect, particularly in AI and data solutions.
- Strong expertise in Azure cloud services, especially Azure Document Intelligence.
- Familiarity with AI search technologies and Vector Databases.
- Experience with OpenShift, React, and Spring Boot for UI development.
- Proficiency in API development and integration.
- Understanding of MLflow and model registry setup.
- Knowledge of Langchain is a plus.
- Experience with Python for pricing model development.
- Familiarity with Salesforce for Excel file processing.
Thanks and Regards
Nick Awasth
Job Type: Contract
Schedule:
- 8 hour shift
Experience:
- Azure: 4 years (Preferred)
- OpenShift: 4 years (Preferred)
- AI: 5 years (Preferred)
Work Location: In person
