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Outcome Engineer - Experienced Professional

Onebrief· Engineering
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Remote$180k - $220kFull-timePosted 8mo ago

About the role

Onebrief is hiring an Outcome Engineer to build an AI Engineering Platform and help transition product development to an agentic world. The role focuses on architecting multi-agent systems, automated governance, semantic context/memory, evaluation frameworks, self-healing loops, prototyping, and deployment in a remote, collaborative environment.

Responsibilities

  • Architect Multi-Agent Systems: Design the orchestration layers that enable multiple specialized agents to collaborate, debate, and execute complex tasks reliably. You will move us from simple prompts to robust, stateful agentic workflows.
  • Implement Automated Governance: Create the "guardrails" and policy engines that allow autonomous systems to operate safely at speed. You will build the infrastructure that replaces manual review with programmatic constraints.
  • Engineer Context and Memory: Build the semantic infrastructure (knowledge graphs, vector stores) that provides agents with deep, structural understanding of our codebase and business intent. You will solve the "blank slate" problem for autonomous workers.
  • Build Rigorous Evaluation Frameworks: Develop the testing harness that defines success. You will move us beyond "vibes" to deterministic validation of agentic outputs using formal specifications and automated metrics.
  • Design Self-Healing Loops: Connect observability data directly to agent actions, enabling systems that not only detect failures but autonomously analyze and remediate them.
  • Prototype and Deploy: We prove success by shipping. You will rapidly prototype new agentic tools and deploy them to production for both our internal teams and customers. This is a creation role; we learn by building.
  • Experiment and Learn: This is a new field. You will be experimenting with new models, new orchestration techniques, and new ways of validating agent behavior every day.

Qualifications

  • Software Engineer: You are a coder who is ready to automate your own job. You see code as a liability and outcomes as the asset. You love building products, tools, platforms, and force multipliers.
  • AI Researcher: You understand the models at a deep level but want to apply them to messy, real-world production systems. You care about emergent behavior and multi-agent coordination. You have strong opinions about world models.
  • Game Engineer: You have experience building complex simulations or games. You understand how to define rules, entities, and validation logic for autonomous agents.
  • Product Manager: You are obsessive about products. You excel at translating ambiguous user needs into rigorous deliverables, managing complexity, and unknown unknowns.
  • Platform/SRE Engineer: You view infrastructure as a product. You are expert in observability, reliability, and automation. You want to apply o11y to the new world of probabilistic AI systems.
  • Designers: You're not afraid to create with technology. You care deeply about building agentics systems that make more humane products and decisions.
  • Agentic Pioneer: Regardless of your title, you have already built your own agents. You've hit the limits of frameworks like LangChain or AutoGen and have strong opinions on how to orchestrate reliable reasoning.

Skills

Required:Software EngineeringSystems Architecture
Nice to have:AI/ML Understanding

Benefits

  • Equity: Share in the company's success.
  • Flexible Work Environment: Remote-first organization with flexible work hours and unlimited PTO. Some roles may be in-person on-site with customers.
  • Comprehensive Health Coverage: Health, dental, vision, and life insurance.
  • Retirement Plan: 401(k) plan with company match.
  • Parental Leave: 8 weeks at 100% regardless of state.
  • Company Retreats: Annual company summit trips.
  • Home Office Budget: $1,000 per year for home office improvements.
Last updated Oct 7, 2026. Interested? Apply on the company site.
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About Onebrief

Onebrief makes military headquarters run seamlessly

Virtually everything in the military requires a plan—from everyday operations to war-time missions. With a rigorous process, many stakeholders, and rudimentary software (PowerPoint!!), planning is very slow. Onebrief is a collaborative software designed to make military planning fast. It turns every input into reusable building blocks and automatically keeps all planning artifacts in sync.

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