Senior data analyst

Job Description GW Data Analyst- Gen AI Job Title: Data Analyst Primary skills: LLM, RAG, Adv. SQL Location: Hyderabad/Pune/Coimbatore Mode of work: Office Experience: 7+ yrs years About the job We are looking for a skilled Guidewire Data Analyst to support data management, analysis, and reporting needs within Guidewire-based insurance platforms. The ideal candidate will have a deep understanding of Guidewire systems (e.g., Policy Center, Billing Center, and Claim Center) and will work closely with stakeholders to derive actionable insights, enhance data processes, and support business objectives through detailed analysis and reporting. Know your team (“Legacy Rewired, Engineering the Future”) At Value Momentum’s Engineering Centre, we are a team of passionate engineers who thrive on tackling complex business challenges with innovative solutions while transforming the P& C insurance value chain. We achieve this through strong engineering foundation and continuously refining our processes, methodologies, tools, agile delivery teams, and core engineering archetypes. Our core expertise lies in six key areas: Cloud Engineering, Application Engineering, Data Engineering, Core Engineering, Quality Engineering, and Domain expertise. Join a team that invests in your growth. Our Infinity Program empowers you to build your career with role-specific skill development leveraging immersive learning platforms. You'll have the opportunity to showcase your talents by contributing to impactful projects. Responsibilities 1. Data Extraction and Analysis: o Prepare and curate datasets for LLM-based applications, including RAG and chatbot systems. o Annotate fields, data structures, and documents to support semantic chunking and promptresponse generation o Create and maintain prompt-response pairs for training and evaluation purposes. o Extract, clean, and analyze data from Guidewire systems (Policy Center, Billing Center, Claim Center). o Perform data audits and validation to ensure data accuracy and completeness. 2. Data Management and Governance: o Collaborate with data engineering teams to enhance data structures and pipelines for Guidewire data. o Maintain data integrity and ensure compliance with data governance policies. o Define and maintain taxonomies, ontologies, and synonym sets for insurance-specific concepts. o Collaborate with SMEs to translate domain-specific terminology into structured knowledge. 3. Data Extraction & Transformation o Extract and transform data from large systems using SQL (Snowflake preferred). o Clean, validate, and structure data for downstream LLM applications. o Ensure data accuracy, completeness, and alignment with project goals. 4. Semantic Model Development o Contribute to the development of semantic models by defining metadata tagging strategies and embedding logic. o Support the design of knowledge retrieval pipelines and contextual information processing. 5. Cross-Functional Collaboration: o Work with business users, product managers, and technical teams to understand reporting needs and translate them into technical requirements. o Support project implementations and upgrades involving Guidewire modules. 6. Performance Monitoring and Optimization: o Identify trends, anomalies, and performance issues within Guidewire workflows. o Provide recommendations for optimizing business processes based on data insights. Requirements Must Have: • 3+ years of experience in data analysis and reporting, preferably within insurance or financial services. • Hands-on experience with Guidewire suite (Policy Center, Billing Center, Claim Center). Preferred