Outcome Engineer - Orlando FL
About the role
Onebrief is hiring an Outcome Engineer to join its Engineering team in Orlando, FL. The role focuses on building an AI Engineering Platform, multi-agent orchestration, automated governance, and agentic systems to move from backlogs to infinite execution. It emphasizes hands-on product building, collaboration, and experimentation in a distributed, remote-friendly environment.
Responsibilities
- Architect Multi-Agent Systems: Design orchestration layers enabling multiple specialized agents to collaborate, debate, and execute complex tasks reliably.
- Implement Automated Governance: Create guardrails and policy engines for autonomous systems to operate safely at speed.
- Engineer Context and Memory: Build semantic infrastructure (knowledge graphs, vector stores) for deep, structural understanding of codebase and business intent.
- Build Rigorous Evaluation Frameworks: Develop testing harnesses for deterministic validation of agentic outputs using formal specs and automated metrics.
- Design Self-Healing Loops: Connect observability data to agent actions for autonomous remediation.
- Prototype and Deploy: Rapidly prototype agentic tools and deploy to production for internal teams and customers.
- Experiment and Learn: Continuously experiment with models, orchestration techniques, and validation methods.
Qualifications
- Strong software engineering skills with diverse backgrounds are welcome.
- Ability to automate and build product-oriented tools, platforms, and force multipliers.
- Interest in applying AI to production systems, multi-agent coordination, and emergent behavior.
Skills
Benefits
- Equity: Share in the company's success.
- Flexible Work Environment: Remote-first with flexible hours and unlimited PTO (note: some roles are in-person on-site with customers).
- Comprehensive Health Coverage: Health, dental, vision, and life insurance.
- Retirement Plan: 401(k) with company match.
- Parental Leave: 8 weeks at 100%.
- Company Retreats: Annual trips.
- Home Office Budget: $1,000 per year for home office improvements.

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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