Full-Time

Analytics Developer 2

Posted on 7/1/2025

Pattern Data

Pattern Data

11-50 employees

AI-powered SaaS for litigation case review

Compensation Overview

$95k - $130k/yr

+ Bonus

Remote in USA

Remote

Category
Business & Strategy (2)
,
Required Skills
Python
SQL
Machine Learning
Looker
Excel/Numbers/Sheets
Requirements
  • Bachelor’s degree in a quantitative or analytical field (e.g., Mathematics, Economics, Accounting, Finance)
  • 3–5 years of experience in data analytics, business operations, or strategy, ideally in a tech or legal environment
  • Strong business intuition and a track record of turning data into action
  • Proficiency in SQL, Python, and Excel
  • Hands-on experience with Looker (LookML) or similar business intelligence tools
  • Strong analytical skills, business intuition, and a track record of turning data into actionable insights
  • Proven ability to own, manage and deliver projects end-to-end in fast-paced, cross-functional teams
  • Excellent communication skills with the ability to simplify complex data for diverse audiences
  • Passion for data storytelling and the ability to influence decisions through insight-driven recommendations
  • Familiarity with AI and machine learning concepts is a plus
Responsibilities
  • Transform, clean, and interpret complex data using SQL, Python, and Excel to create clear, actionable insights that drive informed decisions
  • Build and maintain LookML models, dashboards, reconciliations, and progress trackers to support day-to-day operations and long-term reporting needs
  • Define business requirements and translate high-level or ambiguous questions into structured, data-driven problem statements in collaboration with legal, product, operations, and leadership teams
  • Develop end-to-end analytics solutions, including scoping data sources, building pipelines, and designing outputs that align with operational context
  • Prepare detailed reports and presentations with data visualizations to summarize findings and provide recommendations to a range of stakeholders
  • Guide analytics projects through the full lifecycle—from concept to delivery—ensuring deliverables meet quality standards and timelines
  • Support project communications and deliverable management by tracking progress, reporting status, and coordinating with cross-functional teams
  • Identify and analyze risks, recommend mitigation strategies, and drive process improvements to increase efficiency and reliability
  • Lead or support business-critical analyses, including award determinations, duplicate detection, client reporting, and audit compliance
  • Conduct root cause investigations on data discrepancies, proactively flag issues, and develop standardized processes to reduce manual effort over time
Desired Qualifications
  • Familiarity with AI and machine learning concepts is a plus

Pattern Data runs a software-as-a-service platform for law firms, especially those handling mass torts, to streamline the litigation process. The platform automates repetitive tasks like sifting through medical records, performs fast full-case reviews, predicts case quality, and analyzes settlements, while digitizing and organizing client data into executive reports for decision-making. It differentiates itself by targeting mass-tort workflows and combining document-heavy automation with strategic analytics to boost speed, accuracy, and firm profitability. Its goal is to help law firms reduce backlog, improve efficiency, and increase profitability through a trusted AI-assisted workflow.

Company Size

11-50

Company Stage

Seed

Total Funding

$1.2M

Headquarters

Charlotte, North Carolina

Founded

2020

Simplify Jobs

Simplify's Take

What believers are saying

  • The LegalTech Fund backing fuels legal tech innovation growth.
  • Over 100 million pages analyzed boosts firm throughput instantly.
  • Dynamic AI recalculates settlements as criteria evolve seamlessly.

What critics are saying

  • Clio's Lawyaw acquisition erodes mass tort niche in 6-12 months.
  • Florida Bar opinion 24-1 halts unverified AI reviews immediately.
  • LexisNexis Q1 2026 predictor causes 30-50% client attrition.

What makes Pattern Data unique

  • Encounter-level review groups pages by medical visits for contextual analysis.
  • Custom AI models trained for specific litigations like Zantac and Talc.
  • Human-in-the-loop validates AI outputs for precision in mass torts.

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Benefits

Flexible Work Hours

Remote Work Options

Growth & Insights

Headcount

6 month growth

0%

1 year growth

0%

2 year growth

0%
INACTIVE