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Agent guide: [/agents.md](https://www.wearedevelopers.com/agents.md). --- # Data Modeling & Semantic Layer Fundamentals - **Company:** American International Group, Inc. - **Location:** United States - **Salary:** $86,200.0 - $103,000.0 - **Contract:** Permanent contract - **Skills:** Artificial Intelligence, Business Analytics Applications, Data Analysis, Cloud Computing, Cyber Security, Information Systems, Computer Engineering, Information Engineering, Data Warehousing, Software Engineering, Data Layers, Information Technology, Performance Monitor, Natural Language Understanding - **Published:** September 30, 2026 - **Apply:** https://startup.jobs/2027-early-careers-analyst-data-office-business-intelligence-united-states-multiple-cities-validus-research-inc-10228702 ## About the Role Our Early Careers programs are designed for students and recent graduates who are beginning their professional careers, generally within one year of completing their degree., * Bachelor's or Master's degree to be received no later than June 2027 (unofficial transcript required upon application) in a STEM major or with STEM coursework learned in associated majors. Examples of considered majors include, but are not limited to, Computer Science, Data Engineering, Data Science, Computer Engineering, Software Engineering, Information Systems, Cybersecurity, Mathematics, Applied Mathematics, Statistics, Finance, Economics, Library Science, Geography, or Psychology., * Strong written and verbal communication skills, with the ability to communicate effectively in a professional environment. * Demonstrated analytical, problem-solving, and organizational skills, with strong attention to detail. * Ability to collaborate effectively, manage multiple priorities, and adapt in a fast-paced, team-oriented environment. What you'll need to succeed AIG seeks candidates who have excelled in previous work experience, demonstrated outstanding academic and extracurricular achievement, possess strong analytical, quantitative and interpersonal skills, and are enthusiastic about learning more about the insurance industry. We also look for a diverse background of experience, culture and thought. Successful candidates typically have a global perspective and a team-oriented track record. ## Description Design and develop interactive dashboards, reports, and visualizations that help business leaders monitor performance, identify trends, and make data-driven decisions. Gain experience with modern BI platforms, reporting standards, and data storytelling techniques. Develop insightful and fit-for-purpose reporting and visualizations while gaining hands-on experience with a broad spectrum of business intelligence and analytics tools. During this rotation, participants will work with real business data to transform complex information into meaningful insights that drive decision-making across the organization. Data Modeling & Semantic Layer Fundamentals Gain exposure to data models, business metrics, KPIs, and semantic layers that provide consistent and trusted reporting across the organization. Understand how data is structured to support scalable analytics. Analytics & Insights Analyze enterprise data to uncover patterns, opportunities, and business drivers. Learn how to translate data into actionable recommendations that support strategic and operational objectives. Work with cloud-based analytics ecosystems, data warehouses, and emerging BI technologies. Gain exposure to the tools and platforms that power enterprise reporting and decision-making. Self-Service Analytics Learn how organizations enable users to explore data independently through governed self-service reporting and analytics platforms. Understand the balance between flexibility, usability, and governance. Stakeholder Engagement & Consulting Partner with business leaders and users to understand reporting needs, gather requirements, and deliver analytics solutions that solve real-world business challenges. Develop consulting, communication, and presentation skills. AI-Driven Analytics & Innovation Explore how artificial intelligence, natural language querying, and advanced analytics are transforming the business intelligence landscape and enabling faster, smarter decisions. ## Related Videos - [The Missing Layer Between Enterprise Data and AI Agents](https://www.wearedevelopers.com/videos/100286-the-missing-layer-between-enterprise-data-and-ai-agents) - [Data Science in Retail](https://www.wearedevelopers.com/videos/586-data-science-in-retail) - [Why Your AI Agent Keeps Hallucinating Your Data: Building Deterministic Context Layers](https://www.wearedevelopers.com/videos/2055-why-your-ai-agent-keeps-hallucinating-your-data-building-deterministic-context-layers) - [Thinking Differently - How to Make Money from Cyber Attacks & Cheats](https://www.wearedevelopers.com/videos/745-thinking-differently-how-to-make-money-from-cyber-attacks-cheats) - [AI in High-Stakes Industries: Lessons Learned](https://www.wearedevelopers.com/videos/100253-ai-in-high-stakes-industries-lessons-learned) - [How to govern Vibe Coding for the Enterprise](https://www.wearedevelopers.com/videos/100290-how-to-govern-vibe-coding-for-the-enterprise) ## Related Articles - [How to Become an AI Engineer](https://www.wearedevelopers.com/magazine/331-how-to-become-an-ai-engineer) - [What Industries Outside of AI Are Hiring The Most AI Experts?](https://www.wearedevelopers.com/magazine/98-what-industries-outside-of-ai-are-hiring-the-most-ai-experts) - [Navigating the AI Shift](https://www.wearedevelopers.com/magazine/629-navigating-the-ai-shift) - [Graph and AI Trends 2026: Why Is AI Running but Not Yet Delivering?](https://www.wearedevelopers.com/magazine/680-graph-and-ai-trends-2026-why-is-ai-running-but-not-yet-delivering) - [Got AI ideas but no money? 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