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Red Cell Partners

Incubator for tech-based healthcare and security

Forward Deployed Engineer

AI Application EngineeringConfirmed live in the last 24 hours
Full-time

About the Job

Requirements

  • At least 8 years of software engineering experience building and shipping production-quality systems.
  • Ability to apply artificial intelligence and machine learning techniques, including large language model approaches such as retrieval-augmented generation, guardrails, and evaluations, to real customer problems.
  • Experience with scalable system design that ensures solutions scale reliably as usage, data, and complexity grow.
  • Experience with backend engineering, distributed systems, application programming interfaces, data pipelines, cloud infrastructure, or applied artificial intelligence and machine learning systems.
  • Ability to work across the full stack when needed, including backend services, frontend interfaces, infrastructure, integrations, and deployment workflows.
  • Ability to operate in ambiguous customer environments and turn unclear requirements into working software.
  • Strong technical communication skills with engineers, product teams, executives, and customer stakeholders.
  • High ownership, a bias for action, and the ability to drive outcomes without waiting for perfect requirements.
  • Strong debugging instincts and ability to reason across application code, data, infrastructure, networking, and customer systems.

Responsibilities

  • Work directly with customers to understand their workflows, pain points, data environments, and operational constraints.
  • Contribute to the core platform and customer-specific integrations by building reusable product capabilities and adapting and deploying them in each customer’s environment.
  • Build and deploy artificial-intelligence-enabled applications, agents, and workflow automation, applying artificial intelligence, machine learning, and large language model techniques such as retrieval-augmented generation, guardrails, and evaluations to deliver reliable customer solutions.
  • Translate customer needs into technical requirements, implementation plans, and product feedback for the core engineering team.
  • Own delivery from prototype through production, including architecture, backend services, application programming interfaces, integrations, observability, testing, deployment, and customer acceptance.
  • Integrate with customer systems, data sources, identity providers, and cloud or on-premises infrastructure.
  • Partner with product, engineering, security, and customer teams to ensure solutions are secure, reliable, auditable, and operationally useful.
  • Debug issues in deployed environments and drive fast resolution across application, infrastructure, data, and integration layers.
  • Operate with strong judgment in environments involving sensitive data and business-critical workflows.

Desired Qualifications

  • Prior experience as a full-stack or backend software engineer, forward deployed engineer, solutions engineer, product engineer, platform engineer, or founding or startup engineer.
  • Experience with AI agents, large language model applications, workflow orchestration, evaluations, guardrails, retrieval systems, or model deployment.
  • Experience with cloud platforms such as AWS, Azure, or GCP.
  • Experience with Kubernetes, Terraform, Docker, continuous integration and continuous delivery, observability, and secure deployment practices.
  • Familiarity with identity and access management, audit logging, data governance, and secure software delivery.
  • Experience building in environments with compliance, security, or operational constraints.
  • Comfort working in secure or regulated customer environments.

About the Company

Red Cell Partners

Incubator for tech-based healthcare and security

Red Cell Partners is an incubation firm that builds technology-led companies aimed at quickly reaching scale in healthcare and national security. It supports ventures by developing tools and solutions designed to move advanced technologies from concept to market, addressing national priorities. Its approach combines technical development, mentorship, and strategic resources to turn promising ideas into deployable products. Unlike general accelerators, Red Cell focuses on mission-driven, defense-aligned projects with the goal of solving urgent public needs. The company’s objective is to bring practical, impactful innovations to market that strengthen national health and security capabilities.

Company size
51-200
Company stage
Not listed
Total funding
$598.6M
Headquarters
New York City, New York
Founded
2020

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