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Principal Engineer | Co-Founder

CaseCraft AI

full-remoteleadpermanentfullstackengineering-management United States Today via LinkedIn

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Tags

PythonNode.jsReactNLPMachine LearningAPI DesignAWSLead ScoringLegal TechFull-Stack Development

About the role

Role Overview

As Principal Engineer and technical co-founder, you will architect and build the core platform from the ground up alongside the founder. This is a founding-level engineering role with full ownership across every layer of the technical stack, from intake pipeline to matching algorithm to attorney-facing dashboard.

Key Responsibilities

  • Case Intake Pipeline — Build an NLP-driven system that converts plain-language consumer narratives into structured, attorney-ready case profiles with extracted fields (injury severity, liability clarity, insurance presence, settlement estimates)
  • Lead Scoring Engine — Design a configurable scoring model that evaluates incoming leads against settlement size, liability clarity, injury severity, and insurance coverage thresholds
  • Attorney Matching Algorithm — Develop an outcome-weighted matching system that routes qualified cases to attorneys based on practice area, preferences, geographic coverage, and conversion patterns
  • Attorney-Facing Dashboard — Create a clean interface where attorneys receive, review, and act on pre-qualified case profiles with full scoring transparency
  • Data Infrastructure — Build backend systems for ingestion, storage, analytics, and feedback loops for continuous improvement
  • API and Integration Layer — Design extensible APIs for future integrations with attorney CRMs, intake software, and marketing platforms

Required Qualifications

  • 8+ years of professional software engineering experience, with at least 3 years in a senior or staff-level role owning architecture decisions
  • Deep proficiency in full-stack development (Python or Node.js backend; React or similar frontend framework)
  • Hands-on experience with NLP/ML pipelines, including text classification, entity extraction, or structured data generation from unstructured inputs
  • Strong background in designing and deploying production APIs, data pipelines, and cloud infrastructure (AWS preferred)
  • Experience building scoring or ranking systems, recommendation engines, or lead qualification tools
  • Comfort operating in a pre-product, zero-to-one environment where speed and iteration velocity matter more than process
  • Clear, direct communication style—able to translate technical tradeoffs into business decisions

Nice-to-Have

  • Experience in legal tech, insurance tech, or lead generation platforms
  • Familiarity with legal data structures (case types, jurisdiction rules, statute of limitations logic)
  • Prior founding or early-stage startup experience

About CaseCraft AI

CaseCraft AI is an early-stage startup building a lead-quality optimization platform for contingency attorneys. The platform converts plain-language descriptions of legal situations into structured case profiles and intelligently matches them with the right lawyer based on outcome-weighted compatibility, focusing initially on solo personal injury attorneys handling car accident cases.

Scraped 4/1/2026

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