Inactive
V

Vistra

Global fund administration and corporate services

Intern

Data Science +1Posted on Apr 24
Internship · Summer 2026Irving, TX, USANo salary listedIn-person

About the Job

Requirements

  • Experience with data modeling and designing semantic layers in Snowflake or similar cloud data platforms.
  • Ability to design and enrich semantic schemas powering natural language querying for enterprise metrics (for example customer counts, sales forecasts, and margin performance).
  • Experience in prompt engineering and AI/Natural Language Processing model tuning, including crafting prompts and evaluating query accuracy across business KPIs.
  • Experience with building or integrating AI agents within cloud data platforms (e.g., Snowflake Cortex AI or similar).
  • Knowledge of building visualizations using charting libraries (e.g., ECharts) and generating visual outputs from queried datasets.
  • Experience with automation of report generation and distribution, including mapping existing reports to automated workflows.
  • Strong collaboration and communication skills to participate in user feedback sessions and create onboarding materials and demo scripts.
  • Understanding of end-to-end data pipelines (data ingestion, transformation, querying, visualization) would be beneficial.

Responsibilities

  • Data Modeling & Semantic Layer Development: Design and enrich Snowflake-based semantic schemas that power natural language querying across retail KPIs such as customer counts, sales forecasts, and margin performance. Document business logic, metric definitions, and data lineage to ensure AI agents can accurately interpret and query the data.
  • Prompt Engineering & AI Agent Tuning: Craft and refine system prompts and contextual instructions that guide LLMs to generate accurate SQL and business narratives. Evaluate query accuracy across retail KPIs, identify failure patterns, and build a test harness of 50+ validated question-answer pairs.
  • Visualization & Insight Automation: Build reusable ECharts-based visualization templates that auto-render from queried datasets, including bar charts, line charts, and heatmaps. Explore diagram generation for process documentation and design executive-ready chart formatting standards.
  • Snowflake Cortex AI Agent Development: Build a native Snowflake Cortex AI agent that mirrors the AskBI capabilities currently deployed in Odin, leveraging the same underlying data sources and semantic models. Benchmark accuracy, latency, and user experience between the Odin-based and Snowflake-native agents to inform platform strategy, and document a reusable deployment playbook.
  • Automated Report Generation & Email Distribution: Identify and catalog existing manual email-based reports across the Retail organization, mapping their content, recipients, frequency, and data sources. Design and implement a repeatable process to replicate these reports as Odin-generated outputs with automated email distribution, and document an end-to-end migration playbook for future onboarding.
  • User Experience & Adoption: Participate in user feedback sessions to iterate on the conversational UX. Create onboarding materials, use-case guides, and demo scripts to drive platform adoption across the Retail organization.

About the Company

Vistra

Global fund administration and corporate services

Vistra provides fund administration and corporate services across more than 50 markets, helping multinational corporations and alternative fund managers with market entry and ongoing asset and entity administration. Vistra's offerings cover setting up entities and funds, handling day-to-day operations, compliance, and governance, so clients can focus on their core business. With a global footprint including Hong Kong, the Netherlands, and Poland, Vistra acts as a single provider for both corporate services and fund administration across multiple jurisdictions. Its goal is to enable clients to enter new markets and grow globally by streamlining administration and cross-border operations.

Company size
1,001-5,000
Company stage
IPO
Headquarters
Irving, TX
Founded
2009

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