The world’s most consequential systems need the world’s best builders.
A new era is taking shape. AI is no longer confined to models or interfaces. It is becoming the foundation of how decisions are made across governments, industries, and real-world environments. What matters now is not just access to capability, but how it is applied, controlled, and sustained over time.
Torch.AI builds a government-owned reasoning infrastructure which creates a Reasoning Layer to enable machine reasoning at scale, in environments where it is hardest to achieve and least tolerant of failure. This is not incremental software. It is long-term infrastructure designed to endure, integrate, and evolve alongside the systems it supports.
Not another dashboard. Not another workflow app. Not another black-box model glued to a PowerPoint.
The Reasoning Layer is a modular architecture where data is connected, governed, transformed, represented, fused, reasoned over, and delivered into mission applications and operational workflows. It does not replace systems of record. It enables them to function better together.
The Reasoning Layer is comprised of: ORCUS (ingestion, orchestration, governance), NEXUS (semantic representation, vectorization), HALO (graph-based fusion and reasoning) and various product and capability components deployed for specific customer use cases.
We are seeking candidates who approach problems creatively, are comfortable operating without full clarity, and take responsibility for outcomes, not just implementation.
If you’re driven to strengthen U.S. defense readiness and protect national interests, Torch.AI offers meaningful impact at national scale.
What Makes Torch.AI Different
Torch.AI was founded on a simple operational insight: better use of data leads to better decisions. As data volumes increased across commercial, enterprise, and national security environments, the limiting factor was not collection, storage, or user interface design. The missing layer was machine understanding. And an infrastructure that could operate and reason between layers, preserve context, reconcile meaning, and make data useful for decisions in real time.
We believe the government must own its data and decision environment. In mission and operational environments, the layer where data becomes context, context informs models, models support decisions, and decisions shape action cannot be controlled entirely by private technology vendors.
Ownership does not mean the government must build every component itself. It means the government maintains stewardship and authority over the mission and operational layer. Commercial software, models, and services can contribute to the environment, but they should not capture the mission.
We are craftsmen.
We build with intention.
We ship with discipline.
You’ll collaborate with engineers, data experts, veterans, and mission practitioners. You’ll own meaningful work, move quickly, and see your systems deployed in production, often within weeks.
We are fast-paced, entrepreneurial, and mission-driven. Every day is a new puzzle.
The Type of Candidates Who Thrive
People who do well here tend to approach problems similarly.
They are comfortable operating without full clarity.
They pay attention to what actually happens, not just what was intended.
They are willing to be wrong, adjust quickly, and improve based on real feedback.
They take responsibility for outcomes, not just implementation.
This is not a good fit for someone who needs tightly defined problems or prefers distance from how their work is used.
Some roles require an active Secret, Top Secret, or Top Secret/SCI clearance. Where required, candidates must be eligible to obtain and maintain the appropriate clearance level.
U.S. citizenship is required for all positions. Torch.AI does not sponsor employment visas.
If you do not currently hold a clearance but are eligible, sponsorship may be available depending on role and mission requirements.
Most roles are based at our headquarters in Leawood, KS. Some hybrid/remote positions across the Arlington, VA, Washington, DC, and Maryland (DMV) region are available. Limited travel (<10%) may be required for some roles.
Compensation, Benefits, Incentives
We offer competitive, performance-aligned compensation tied to technical depth, clearance level, and mission impact.
Competitive base salary
Quarterly performance bonuses
Equity participation within the first 12 months
Unlimited PTO + 11 paid company holidays
Professional development in a high-growth, mission-driven environment
Weekly in-office catering at HQ
401(k) plan (no current employer match, but under consideration)
PPO, HSA, and TRICARE Supplement medical options
Above-market HSA contributions
HSA, FSA, and Dependent Care FSA options
Dental and vision plans above national averages
Employer-paid life insurance (1× salary)
Employer-paid Short-Term and Long-Term Disability
Voluntary Accident, Critical Illness, and Hospital Indemnity coverage
Up to $300/month in tax-advantaged commuter benefits
Torch.AI is an Equal Opportunity / Affirmative Action Employer committed to building a team that reflects the mission we serve.
If you want to build AI systems that move from ingestion to actionable insight and know exactly why they produced the answer they did, we should talk.
Design and build user-facing applications that support mission-critical workflows, with a primary focus on intuitive, high-performance front-end experiences.
Implement responsive, accessible UI components using VueJS or React and modern front-end tooling (TypeScript, component libraries, state management).
Translate complex data, analytics, and system workflows into clear, usable interfaces for operators and analysts.
Collaborate closely with UX/design teams to implement consistent design patterns, interaction models, and reusable component libraries.
Develop and maintain scalable frontend architecture, including state management, API integration, and performance optimization.
Build and integrate backend services and APIs using Python, Node.js, or Java to support front-end functionality.
Ensure applications perform reliably across environments, including constrained or low-bandwidth operational settings.
Deploy applications to cloud environments and support CI/CD-driven release processes.
Work with SQL and NoSQL data stores to support UI-driven data access, search, and visualization patterns.
Use Docker and containerization patterns to support consistent deployment and development workflows.
Collaborate with product, platform, and security teams to deliver cohesive, secure, and production-ready applications.
Document UI patterns, component usage, and technical decisions in internal documentation systems.
Core Skills & Qualifications
B.S. or M.S. in Computer Science, Engineering, or related field.
3–6 years of experience in front-end or full-stack development with a strong emphasis on UI development.
Strong JavaScript/TypeScript skills and deep proficiency with VueJS or React.
Experience building responsive, mobile-friendly, and accessible user interfaces.
Experience working with modern front-end patterns (component-based architecture, hooks, state management).
Experience integrating frontend applications with REST APIs and backend services.
Familiarity with performance optimization techniques for frontend applications.
Experience deploying applications to a major cloud provider.
Strong working knowledge of Git workflows, CI/CD, and testing practices.
Ability to collaborate effectively with UX designers and translate designs into production-ready interfaces.
Additional Valuable Experience
Experience with Tailwind CSS, design systems, or reusable component libraries.
Familiarity with data visualization libraries or building data-rich interfaces.
Experience with observability tooling and frontend performance monitoring.
Experience integrating with Kafka, NiFi, graph databases, or real-time data streams using websockets.
Exposure to AI/ML-enhanced interfaces, search/retrieval workflows, or decision-support systems.
Experience supporting defense, intelligence, or other secure environments.
