3 дня назад
Data Quality Analyst (AI)
80 000 - 95 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Data Quality Analyst (AI): Building validation rules, reconciliation processes, and data profiling pipelines for reliable reporting, analytics, and machine learning applications with an accent on statistical analysis, root-cause investigation, and data governance. Focus on tracing discrepancies to source systems, detecting anomalies and model drift, and communicating actionable findings to technical and non-technical stakeholders.
Location: Remote - USA
Salary: $80,000–$95,000 annual
Company
Brown & Brown provides insurance and related financial services, with this role supporting the Arrowhead Intermediaries Data Strategy and Business Intelligence organization.
What you will do
- Design and maintain validation rules, reconciliation processes, and data quality controls across systems of record.
- Investigate data integrity issues, trace discrepancies to root causes, and coordinate fixes with engineering and BI teams.
- Build data profiling, cleaning, structuring, and validation pipelines using Python/R and SQL.
- Apply descriptive and inferential statistics to detect anomalies and quantify data quality issues.
- Evaluate machine learning and scoring model outputs against real-world outcomes, including drift and consistency.
- Define data quality metrics and communicate findings to leadership and non-technical stakeholders.
Requirements
- Experience with Python/R and SQL for data profiling, cleaning, and validation.
- Knowledge of statistical analysis, exploratory data analysis, hypothesis framing, and uncertainty interpretation.
- Experience designing validation rules, reconciliation processes, or quality controls across multiple systems.
- Strong root-cause investigation skills and a systems-oriented understanding of data flows.
- Understanding of machine learning concepts and model output evaluation.
- Visualization and communication skills using Matplotlib, ggplot, and/or Power BI; experience with AI tooling and LLM-based workflows such as Claude or GPT.
Culture & Benefits
- Meritocratic culture that rewards self-starters and customer-focused work.
- Medical, prescription, dental, vision, life, and disability insurance.
- ESPP, 401(k), student loan assistance, and tuition reimbursement.
- Mental health and enhanced advocacy services.
- Paid time off, holidays, and preferred partner discounts.
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