What are the responsibilities and job description for the Solution Architect with AI-Hybrid position at Avance Consulting?
Job Description
Solution Architect with AI-Hybrid
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.
Soft Skills:
- Demonstrates leadership skills to drive and manage things
- Strong analytical and problem-solving skills.
- Excellent communication and collaboration abilities.
- Ability to work in a fast-paced and dynamic environment.
