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Hirify AI/Оригинал
TL;DR
Process Improvement Analyst Intern (Statistics/Data Science): Supporting the evaluation and continuous improvement of an internal Operations Copilot through statistical sampling, golden datasets, monitoring dashboards, and regression testing with an accent on LLM/GenAI evaluation, prompt management, and operational metrics. Focus on designing reproducible cohorts, detecting consistency and bias issues, and translating test findings into underwriting playbooks.
Location: Enact Headquarters, Raleigh, North Carolina — hybrid schedule.
Company
Enact Holdings is a publicly traded U.S. private mortgage insurance provider offering borrower-centric products that help lenders and partners support responsible homeownership.
What you will do
Design month-to-month sampling aligned with company statistical methods and implement reproducible cohorts.
Define and curate a golden dataset covering happy paths, edge cases, and synthetic augmentation to evaluate consistency and bias.
Build continuous monitoring dashboards and alerting, including prompt versioning and automated regression testing.
Develop a closed-loop improvement process using test findings and underwriter feedback to guide operational playbooks.
Document and communicate test plans, metrics, and release notes to support change management across underwriting.
Requirements
Pursuing a Bachelor’s or Master’s degree in Statistics, Data Science, Computer Science, Operations Research, or a related field.
Coursework or projects in experimental design, sampling techniques, and statistical inference.
Hands-on experience with Python, SQL, data wrangling, and metrics design.
Interest in LLM/GenAI evaluation, prompt management, and MLOps.
Strong communication skills and the ability to turn analysis into operational playbooks.
Nice to have
Familiarity with Snowflake or BI tools.
Experience building evaluation harnesses, regression suites, or golden datasets.
Exposure to cloud data pipelines and observability or alerting frameworks.
Understanding of document extraction and data validation in financial services.
Culture & Benefits
Full-time, 12-week internship beginning May 17, 2027.
Meaningful business projects with opportunities to develop technical and professional skills.
Networking with company leaders, including the CEO, plus peer and mentor engagement.
Team-building events, professional development workshops, and on-site and off-site volunteer opportunities.
Inclusive culture focused on innovation, diverse perspectives, challenging projects, and employee growth.
Eligible for employment visa sponsorship.
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