Full-Time

Software Engineer

Senior-Staff

Pattern Data

Pattern Data

11-50 employees

AI-powered SaaS for litigation case review

Compensation Overview

$160k - $220k/yr

+ Bonus

Remote in USA

Remote

Bachelor's

Category
Software Engineering (1)
Required Skills
Data Structures & Algorithms
Scala
REST APIs

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Requirements
  • Bachelor’s Degree in Computer Science or related technical discipline, or related practical experience
  • The ability to analyze a business need and select the most appropriate technical solution
  • Experience working in or with start up teams
  • Experience designing, building, and maintaining backend APIs, preferably in a team lead role
  • Production experience or demonstrated interest in strongly-typed modern functional programming
  • Experience with data structures, database optimization, cloud infrastructure, and message queues
  • 8+ years experience in Software Engineering
  • Curiosity and enthusiasm for tackling tough problems and delivering effective solutions
  • Great communication skills and can work seamlessly with technical and non-technical stakeholders
  • Passion for solving complex problems
Responsibilities
  • Architect, design, and implement backend services including our core API that powers our data processing and application
  • Write code mostly in Scala
  • Promote technical design and coding standards for our platform and product roadmaps
  • Continually look for ways to improve our product’s architecture, whether through direct changes or building tools, components, etc

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%