Remote Platform Engineer for AI Production & Scale

Red Cell Partners, LLC.; Oregon; Hybrid; USD 200,000 - 350,000; Full time

Benefits offered by this job

Career track opportunity

Health care for you and family

Unlimited PTO

401K and equity incentives

Mental health benefits

Equity incentives

Job summary

Red Cell Partners, LLC. seeks a Member of Technical Staff, Platform Engineer (Full Stack) to productionize AI research and build scalable systems supporting model training, evaluation, and data collection.

This is a remote, United States–based role for an experienced engineer across the full tech stack, with emphasis on backend, platform architecture, and infrastructure. You will architect and scale reinforcement learning environments, build data-generation pipelines, and establish the

Qualifications

• 6+ years of professional experience building full-stack applications, backend systems, or platform infrastructure.
• Deep proficiency in TypeScript, React, and modern backend architecture.
• Strong experience designing and building scalable backend services, APIs, and data pipelines.
• Solid understanding of PostgreSQL, data modeling, distributed systems, and system design.
• Demonstrated experience building and operating production systems on AWS or GCP.
• Experience developing reliable, observable, and performant production systems.
• Ability to translate research or product requirements into maintainable technical architectures and implementations.
• Experience working with model training, model evaluation, reinforcement learning environments, AI agents, or data-generation systems is preferred.

Responsibilities

• Architect and scale our reinforcement learning environments platform and the underlying infrastructure required to support data collection at scale.
• Build and operate scalable backend services, APIs, and data-generation pipelines.
• Develop modular environment domains that integrate directly with model training and evaluation workflows.
• Translate research requirements and prototypes into reliable, production-quality systems.
• Build intuitive full-stack tools and interfaces that support research, engineering, and operational workflows.
• Design resilient systems with a strong focus on reliability, observability, performance, maintainability, and security.
• Develop and maintain data models, storage systems, and platform integrations.
• Improve platform architecture and engineering practices to increase developer velocity and system quality.
• Partner closely with Research, Product, Engineering, and Operations teams to define technical requirements and advance a shared roadmap.
• Participate actively in technical design discussions and contribute sound judgment to architecture and system-design decisions.
• Diagnose complex system issues and drive technical problems through resolution.
• Write clean, well-tested, and maintainable code while helping establish a high standard for engineering quality.

Skills

TypeScript

React

Backend architecture

Distributed systems

AWS/GCP

PostgreSQL

Tools

AWS

GCP

PostgreSQL

Job description

Red Cell Partners, LLC. seeks a Member of Technical Staff, Platform Engineer (Full Stack) to productionize AI research and build scalable systems supporting model training, evaluation, and data collection.

This is a remote, United States–based role for an experienced engineer across the full tech stack, with emphasis on backend, platform architecture, and infrastructure. You will architect and scale reinforcement learning environments, build data-generation pipelines, and establish the