Applied AI Data Analyst — Shape AI Forecasts & Insights

Confido Health; New York (NY); On-site; USD 120,000 - 180,000; Full time

Benefits offered by this job

Equity

Fully paid health coverage

Dental & vision coverage

Fertility & family-forming support

Parental leave

Unlimited PTO

401(k)

Relocation support

Home-office setup stipend

Team meals & snacks

Job summary

Confido Health in New York City seeks an Applied AI Data Analyst to bridge unstructured financial and operational data to the R&D team. You will own the evaluation platform for agentic forecasting pipelines and improve customer-facing insights used to drive mission-critical decisions.

This role sits in the Applied AI Research department with opportunities to advance into senior data science or AI/ML engineering roles, and relocation is supported for in-person work.

Qualifications

• Graduate degree in a STEM field (MS/PhD).
• 2–4 years in quantitative data analytics or AI evaluation roles.
• Proficiency in Python and hands-on work with AI/ML models.
• Strong SQL and enterprise data infra skills (PostgreSQL, Snowflake, dbt, AWS).
• Ability to translate unstructured data into rigorous evaluation insights.

Responsibilities

• Analyze edge cases, model predictions, and extraction accuracy for LLM-driven document processing systems.
• Investigate root causes of model successes and failures across complex datasets.
• Define and maintain gold-standard evaluation datasets for AI agents and forecasts.
• Build dashboards, data transformations, and evaluation harnesses to monitor model drift and performance.
• Collaborate with applied AI engineers, product managers, and business ops to derive quantitative product insights.

Skills

Python

SQL

Analytical thinking

Cross-functional collaboration

Education

Master's or PhD in CS/DS/Statistics/Mathematics/Physics

Tools

PostgreSQL

Snowflake

dbt

AWS

LangSmith

Arize AI

TruLens

Job description

Confido Health in New York City seeks an Applied AI Data Analyst to bridge unstructured financial and operational data to the R&D team. You will own the evaluation platform for agentic forecasting pipelines and improve customer-facing insights used to drive mission-critical decisions.

This role sits in the Applied AI Research department with opportunities to advance into senior data science or AI/ML engineering roles, and relocation is supported for in-person work.