AI Fund Logo

AI Fund

Head of Engineering (Quench)

Posted 13 Days Ago
In-Office or Remote
7 Locations
Expert/Leader
In-Office or Remote
7 Locations
Expert/Leader
As Head of Engineering, you will scale the AI startup's document processing platform, leading the technical vision, team, and systems architecture to ensure robust enterprise production systems.
The summary above was generated by AI
About the Company:
We are a venture-backed AI startup on a mission to reinvent how medical-legal document processing is solved using cutting-edge generative AI. Founded by a UCSF physician and serial entrepreneur, and backed by top-tier investors, we're building category-defining technology with real-world impact — already partnering with leading law firms and medical experts in workers' compensation, personal injury, and medical malpractice cases. With the legal tech market projected to hit $37B by 2027, we're uniquely positioned to process thousands of medical records and generate reports in hours, not weeks.

We are a venture-backed AI startup on a mission to reinvent how the medical-legal industry is working by using cutting-edge generative AI. Founded by serial entrepreneurs and backed by top-tier investors, we’re building category-defining technology with real-world impact — already partnering with leading enterprises and growing rapidly.

As our Head of Engineering, you will play a crucial role in scaling our proven platform from its current foundation to enterprise-grade production systems. You will have significant autonomy to evolve the tech stack, establish engineering best practices, and build a high-performing team of experts across full-stack engineering and AI/ML.

Key Responsibilities:

  • Define and execute technical vision: Guide the evolution of our product from proven prototype to production-grade scalability, architecting intelligent, data-driven systems capable of handling complex medical-legal document pipelines.
  • Own critical infrastructure: Lead the design and implementation of robust systems for large-scale document processing, metadata extraction, vector search, RAG workflows, and sophisticated asynchronous processing pipelines.
  • Master distributed systems: Architect and optimize complex async workflows using AWS Step Functions, Lambda, and microservices to coordinate multi-stage document processing, AI model interactions, and data transformations at scale.
  • Build and lead the team: Hire, mentor, and retain top-tier full-stack engineers, data scientists, and technical leaders, establishing a strong engineering culture centered on velocity, reliability, and continuous improvement.
  • Drive technical execution: Ensure timely delivery of high-impact features and platform capabilities, taking ownership of significant projects from conception through deployment.
  • Establish engineering excellence: Implement best practices around code quality, testing, deployment automation, monitoring, and documentation; champion TDD and comprehensive testing strategies.
  • Collaborate cross-functionally: Work closely with product, medical experts, legal professionals, and business stakeholders to align technical strategy with market needs and business growth.
  • Ensure enterprise readiness: Oversee secure, compliant infrastructure meeting industry-specific requirements for healthcare and legal data handling.
  • Evaluate and adopt technologies: Stay ahead of the curve on AI models, infrastructure, frameworks, and tools to maintain our competitive edge in the legal-tech/med-tech intersection.

Required Skills & Experience:

  • Senior technical leadership: 8+ years of software engineering experience with at least 3+ years in technical leadership roles (team lead, principal engineer, or engineering manager)
  • Full-stack expertise: Strong hands-on experience with TypeScript/React/Next.js frontend and Python backend development; comfortable navigating the entire stack
  • AWS cloud proficiency: Deep experience with AWS services including Lambda, Step Functions, S3, DynamoDB, RDS (PostgreSQL), SQS, and infrastructure as code (Terraform preferred)
  • Asynchronous systems: Proven ability to design and implement sophisticated async processing pipelines, distributed workflows, and state management across services
  • AI/ML integration: Hands-on experience with LLM APIs, vector databases, RAG systems, prompt engineering, and document AI services
  • Data pipeline design: Experience architecting secure, scalable data systems handling structured and unstructured inputs, with attention to compliance and auditability
  • Systems thinking: Track record of designing for scale, performance optimization, API integration, and enterprise-grade reliability
  • Product mindset: Ability to translate user pain points and business requirements into technical priorities; comfortable engaging with customers and domain experts.
  • Team building: Demonstrated success recruiting, mentoring, and growing engineering talent; fostering collaborative, high-performing teams

Bonus Points:

  • Experience building 0→1 products or early-stage technical leadership at a VC-backed startup
  • Prior experience in healthcare technology, legal tech, or regulated industries
  • Background with document processing at scale, OCR, PDF manipulation
  • Multi-tenant SaaS architecture experience
  • Go microservices development
  • Kubernetes and container orchestration
  • Machine learning pipelines and model deployment
  • Open-source contributions or technical thought leadership
  • Experience with streaming data processing (Kafka, Flink) or real-time systems

Why Join Us as Head of Engineering:

  • Founding-level impact — Shape both the product and technical vision as an early engineering leader, with your decisions directly influencing the company's trajectory
  • Build on proven foundation — Inherit an established, working platform with room for significant innovation and scale, rather than starting from scratch
  • Solve hard problems — Tackle sophisticated challenges around distributed async systems, large-scale document processing, and cutting-edge AI integration
  • Cross-disciplinary collaboration — Work alongside accomplished physician and legal domain experts, bringing together technical excellence with deep clinical and legal insights
  • High autonomy & ownership — Full authority over technical strategy, architecture decisions, team design, and execution approach
  • Market intersection — Operate at the convergence of legal-tech and med-tech, two rapidly growing sectors with massive market opportunity
  • Meaningful equity — Significant ownership stake rewarding you as a foundational team member
  • Remote-friendly — Work from anywhere in the US with a distributed-first culture

#LI-DNI

#LI-Remote

Top Skills

AWS
Flink
Kafka
Kubernetes
Llm Apis
Next.Js
Python
Rag Systems
React
Terraform
Typescript
Vector Databases

Similar Jobs

An Hour Ago
Remote or Hybrid
Ottawa, ON, CAN
Expert/Leader
Expert/Leader
Artificial Intelligence • Cloud • HR Tech • Information Technology • Productivity • Software • Automation
The Chief Technology Officer will drive growth in the Canadian Public Sector by leveraging technology and relationships to influence digital transformation initiatives and expand ServiceNow's impact.
Top Skills: AICloud-Based PlatformsServicenow
An Hour Ago
Remote or Hybrid
Toronto, ON, CAN
Junior
Junior
Artificial Intelligence • Cloud • HR Tech • Information Technology • Productivity • Software • Automation
The Account Executive will prospect new accounts, expand usage within existing clients, and collaborate with various teams to achieve sales objectives.
Top Skills: AIEnterprise Resource PlanningIt Infrastructure ManagementSales Force Automation
An Hour Ago
Remote or Hybrid
Montréal, QC, CAN
Senior level
Senior level
Artificial Intelligence • Cloud • HR Tech • Information Technology • Productivity • Software • Automation
The CRM Account Executive will drive market success for ServiceNow's CRM offerings, support sales processes, and guide customers in digital transformation strategies. Responsibilities include territory planning, collaborating with account teams, and coaching peers on specialty solutions.
Top Skills: Ai-Powered ToolsCrm Solutions

What you need to know about the Melbourne Tech Scene

Home to 650 biotech companies, 10 major research institutes and nine universities, Melbourne is among one of the top cities for biotech. In fact, some of the greatest medical advancements were conceptualized and developed here, including Symex Lab's "lab-on-a-chip" solution that monitors hormones to predict ovulation for conception, and Denteric's vaccine for periodontal gum disease. Yet, the thousands of people working in the city's healthtech sector are just getting started, to say nothing of the tech advancements across all other sectors.

Sign up now Access later

Create Free Account

Please log in or sign up to report this job.

Create Free Account