Full-Time

Software Engineer

Entry

Pattern Data

Pattern Data

11-50 employees

AI-powered SaaS for litigation case review

Compensation Overview

$90k - $115k/yr

+ Bonus

Richmond, VA, USA

Hybrid

Hybrid schedule in Richmond, VA office.

Bachelor's

Category
Software Engineering (1)
Required Skills
React.js
TypeScript
Scala

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Requirements
  • Bachelor’s degree in Computer Science, a related technical discipline, or related practical experience
  • Project experience working fullstack; internship experience on a small team is a plus (if treated as requirement I'll include as requirement only the first)
  • Curiosity to solve deep problems with strong attention to detail
  • Unafraid to ask questions - you’re an excellent communicator with strong collaboration skills
  • Eagerness and quick to learn and adapt to new technologies and tools
  • Ability to work a hybrid schedule in our Richmond, VA office
Responsibilities
  • Learn from the best - work alongside our Senior Engineers and CTO in the design, development and maintenance of our document processing systems and user-facing applications
  • Proactively tackle assigned tasks and projects, ensuring timely completion on deliverables
  • Develop front-end components using React and Typescript
  • Support back-end development using Scala
  • Be a pioneer in the legaltech industry. You’ll collaborate with our product, analytics, and engineering teams to build well-designed and scalable solutions that meet the needs of our users
  • Write clean, maintainable, and well-tested code
Desired Qualifications
  • Internship experience on a small team 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

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Simplify Jobs

Simplify's Take

What believers are saying

  • Pattern's site updated July 29, 2026, and lists active litigations across many MDLs.
  • A 2026 testimonial from Beasley Allen highlights adoption in JUUL, Paraquat, 3M, and Camp Lejeune.
  • MTMP Spring 2026 coverage shows continued demand for AI-driven mass tort evaluation workflows.

What critics are saying

  • PitchBook still shows only $1.15 million raised since the 2022 seed round.
  • Pattern relies on plaintiff-firm workflows, so one major platform loss would crater revenue.
  • Competitors like Relativity and Epiq already own adjacent legal review and settlement markets.

What makes Pattern Data unique

  • Pattern Data specializes in mass tort workflow, including PFAS, Roundup, and Zantac.
  • Its lens-based platform spans intake, evidence development, and settlement allocation for one litigation.
  • Pattern claims same-day document processing and 7 to 10x better review throughput.

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Benefits

Flexible Work Hours

Remote Work Options

Growth & Insights

Headcount

6 month growth

0%

1 year growth

-6%

2 year growth

10%