--- title: 'Staff AI & Agentic Platform Engineer at Anduril Industries' canonical: 'https://feeny.ai/job/staff-ai-agentic-platform-engineer-anduril-industries-costa-mesa-y39z9geznr2t' type: 'job' last_seen: '2026-11-07' --- # Staff AI & Agentic Platform Engineer at Anduril Industries - **Company:** Anduril Industries - **Location:** Costa Mesa, CA / Washington, DC - **Compensation:** $180k–$245k - **Posted:** 2026-10-08 - **Last confirmed live:** 2026-11-07 - **Apply:** https://boards.greenhouse.io/andurilindustries/jobs/5261106007?gh_jid=5261106007 ## Job description Anduril Industries is a defense technology company with a mission to transform U.S. and allied military capabilities with advanced technology. By bringing the expertise, technology, and business model of the 21st century’s most innovative companies to the defense industry, Anduril is changing how military systems are designed, built and sold. Anduril’s family of systems is powered by Lattice OS, an AI-powered operating system that turns thousands of data streams into a realtime, 3D command and control center. As the world enters an era of strategic competition, Anduril is committed to bringing cutting-edge autonomy, AI, computer vision, sensor fusion, and networking technology to the military in months, not years. ## ABOUT THE TEAM Discovery is Anduril's team for taking the newest problems across domains- space, missile systems, air, sensor capability, autonomy, and cyber- and proving out what is worth solving. We build the models, run the tests, and carry what works to the point where a program can pick it up. Discovery works alongside Air Defense, Space, Intelligence, Cyber, GNC, Hardware, and every other group at Anduril to incubate the solutions to the hardest problems. ## ABOUT THE JOB Discovery is building an expeditionary force: a team of engineers who want to solve difficult problems and who navigate unfamiliar territory as an operating standard. As an AI & Agentic Platform Engineer, you pick up a concept nobody has proven and build the analysis or prototype that tests it to get to an answer. Whether you spend your time working on hard problems on our autonomy stack, acoustic sensor analysis, or battle space management, we tackle every challenge the same way: by questioning assumptions and building our way to the answer. We are focused on taking AI models from research into production—onto classified platforms and edge hardware where they have to perform reliably in the real world. As our model portfolio and classified work grow, rigorous, repeatable evaluation of how these models actually perform has become mission-critical. ## WHAT YOU'LL DO - Develop Test Scenarios Simulation Environments: Develop comprehensive test scenarios, and simulation environments to assess agentic AI performance in classified simulations. - Validate AI on Classified & Edge Platforms: Lead the integration and validation of agentic AI systems onto classified platforms and edge hardware. - Build Reusable Evaluation Pipelines: Build reusable evaluation pipelines, automated test harnesses, and monitoring dashboards for continuous validation. - Define Actionable Metrics: Figure out what good metrics look like for AI models and traditional models—establishing systematic, historic capture of performance rather than one-shot, deployment-specific measurement. - Partner Cross-Functionally: Partner with cross-functional teams to define requirements, document test results, and contribute to AI model cards and deployment readiness reviews. - Own End-to-End Evaluation: Architect, build, and maintain the evaluation and validation infrastructure for our agentic AI and ML models, from unit-level model checks through full-system, scenario-based assessment. - Troubleshoot and Debug: Analyze and resolve issues uncovered in evaluation and in deployment, ensuring reliability and operational success across every release. ## REQUIRED QUALIFICATIONS - Technical Expertise: Bachelor's or Master's degree in Computer Science, Machine Learning, Software Engineering, Computer Engineering, Electrical Engineering, or a related technical field. - Programming Proficiency: At least 8-10 years of hands-on experience writing production-grade code, with strong Python skills for building evaluation pipelines, test harnesses, and tooling. - Evaluation Ownership Mindset: Demonstrated experience owning evaluation or automated testing for production ML or software systems—test scenarios, metrics, regression suites, and CI infrastructure. - AI/ML Evaluation Experience: Hands-on experience designing evaluation methodologies for AI or machine learning models—defining metrics, building benchmarks, and assessing model behavior against real-world scenarios. - Simulation Experience: Experience designing or working extensively with simulation environments to exercise model and system behavior. - Metrics Discipline: Working knowledge of how to define, capture, and reason about performance metrics for AI models and traditional models, including systematic historic capture over time. - Systems-Level Thinking: Ability to navigate and contribute to complex systems and established codebases. - Program Ownership: Comfort operating between technical program management and software engineering—defining requirements, coordinating across teams, and documenting results. - Real-World Impact: Passion for building the evaluation infrastructure that proves AI works—directly influencing mission-critical outcomes. - Security Clearance: Must have a TS/SCI clearance. ## PREFERRED QUALIFICATIONS - Prior Title Background: Experience as an ML Test & Evaluation Engineer, SDET for ML systems, ML/Evaluation Engineer, Simulation Engineer, or Technical Program Manager for AI/ML. - Agentic AI Evaluation: Experience designing test methodologies for agentic AI systems—tasking, decision-making, and scenario-based behavior validation. - Classified / Edge Deployment: Familiarity with validating and deploying AI models onto classified platforms, edge hardware, or resource-constrained environments. - Model Cards & Readiness Reviews: Experience contributing to AI model cards, deployment readiness reviews, or similar model-governance and release-gating practices. - Aerospace/Defense T&E: Familiarity with test and evaluation practices in aerospace or defense, including qualification testing, range operations, or operational assessment. - MLOps & Monitoring: Experience with MLOps tooling, monitoring dashboards, and continuous validation pipelines for ML models in production. - Programming Skills: Additional experience with Go, C++, or scripting for test automation and tooling. - Growth into Broader Ownership: Interest in growing from T&E ownership into deeper ownership of the AI evaluation and deployment stack over time. US Salary Range $180,000—$245,000 USD The salary range for this role is an estimate based on a wide range of compensation factors, inclusive of base salary only. Actual salary offer may vary based on (but not limited to) work experience, education and/or training, critical skills, and/or business considerations. Highly competitive equity grants are included in the majority of full time offers; and are considered part of Anduril's total compensation package. Additionally, Anduril offers top-tier benefits for full-time employees, including: ## Benefits At Anduril, we invest in our people. Our comprehensive, competitive benefits package (available at little to no cost to employees) ensures you’re supported in health, recovery, and whatever comes next. For more information, [Explore Our Benefits](https://www.anduril.com/careers). Protecting Yourself from Recruitment Scams Anduril is committed to maintaining the integrity of our Talent acquisition process and the security of our candidates. We've observed a rise in sophisticated phishing and fraudulent schemes where individuals impersonate Anduril representatives, luring job seekers with false interviews or job offers. These scammers often attempt to extract payment or sensitive personal information. To ensure your safety and help you navigate your job search with confidence, please keep the following critical points in mind: - No Financial Requests: Anduril will never solicit payment or demand personal financial details (such as banking information, credit card numbers, or social security numbers) at any stage of our hiring process. Our legitimate recruitment is entirely free for candidates. - Please always verify communications: - Direct from Anduril: If you receive an email from one of our recruiters, it will only come from an @anduril.com address. - Via Agency Partner: If contacted by a recruiting agency for an Anduril role, their email will clearly identify their agency. If you suspect any suspicious activity, please verify the agency's authenticity by reaching out to contact@anduril.com. - Exercise Caution with Unsolicited Outreach: If you receive any communication that appears suspicious, contains grammatical errors, or makes unusual requests, do not engage. Always confirm the sender's email domain is @anduril.com before providing any personal information or clicking on links. - What to Do If You Suspect Fraud: Should you encounter any questionable or fraudulent outreach claiming to be from Anduril, please report it immediately to contact@anduril.com. Your proactive caution is invaluable in protecting your personal information and upholding the security and trustworthiness of our recruitment efforts. Data Privacy To view Anduril's candidate data privacy policy, please visit https://anduril.com/applicant-privacy-notice/. By submitting your application, you consent to Anduril Industries using a third-party service provider to conduct pre-employment risk, integrity, and due diligence screening and assessing potential risks as part of your application process. This third-party service provider provides risk-intelligence services that may include analysis of sanctions and watchlists, adverse media, public-record information, and other lawful open-source or commercial data sources. This third-party service provider does not act as a consumer reporting agency. Use of this provider helps to ensure compliance with applicable laws and protect technology, intellectual property, and organizational security. ## About Anduril Industries ## Company Overview - **One-liner**: A military technology company developing AI-powered autonomous systems and software for defense and national security. - **Entity Type**: Private (Series H) - **Headquarters**: Costa Mesa, California, USA - **Founded**: 2017 - **Founders**: Palmer Luckey, Trae Stephens, Matt Grimm, Joe Chen, Brian Schimpf ## Core Business - Primary industry: Defense, aerospace, artificial intelligence, robotics - Target customers: Primarily B2G – U.S. Department of Defense, allied governments (e.g., UK, UAE), and border security agencies (e.g., CBP) - Mission/purpose: To accelerate the adoption of advanced technology in defense, with a focus on autonomous systems, AI-driven decision-making, and rapid production at scale. ## Products & Services - **[Lattice](https://en.wikipedia.org/wiki/Anduril_Industries#Lattice)**: AI-powered software platform that fuses sensor data from multiple sources (Anduril and third-party) to detect, identify, and track objects in real time. Core to all Anduril systems. - **[Sentry Tower](https://en.wikipedia.org/wiki/Anduril_Industries#Sentry_Tower)**: Autonomous, solar-powered surveillance tower (33ft) with cameras, radar, thermal imaging, and comms – used for border security and military base protection. - **[Ghost](https://en.wikipedia.org/wiki/Anduril_Industries#Ghost)**: Small, portable unmanned aerial system (UAS) for reconnaissance and surveillance; used by U.S. Marines and other forces. - **Altius Family**: Tube-launched, fixed-wing UAVs (e.g., Altius 600, Altius 700M) that can be deployed from aircraft, ground vehicles, or larger UAVs. - **Fury (YFQ-44A)**: Semi-autonomous collaborative combat aircraft (CCA) developed for the U.S. Air Force’s CCA program; first flight in October 2025. - **IVAS (Integrated Visual Augmentation System)**: Anduril took over development from Microsoft in 2025; a heads-up display/goggle system for ground soldiers. ## Market Standing - **Valuation**: $61 billion (Series H, May 2026) – [en.wikipedia.org](https://en.wikipedia.org/wiki/Anduril_Industries) - **Annual Revenue**: $2 billion (2025) – [en.wikipedia.org](https://en.wikipedia.org/wiki/Anduril_Industries) - **Total Funding**: ~$12.7 billion (across all rounds, including $5B raise in May 2026) – [robotics.press](https://robotics.press/news/anduril-deep-dive/) - **Notable Investors**: Founders Fund, Andreessen Horowitz, Thrive Capital, 8VC, General Catalyst, Lux Capital, Valor Equity Partners, D1 Capital Partners, Sands Capital - **Notable Customers/Partners**: U.S. Air Force, U.S. Army, U.S. Space Force, U.S. Customs and Border Protection (CBP), UK Home Office, Royal Navy, Edge Group (UAE), OpenAI - **Growth Signals**: - Raised $5B in May 2026 at a $61B valuation, up from $14B in August 2024 - Constructing Arsenal-1, a $1B hyperscale manufacturing facility in Ohio, with partnerships from Ohio State University - Acquired multiple companies between 2021-2026 (Area-I, Adranos, Blue Force Technologies, Numerica, Klas, ExoAnalytic Solutions, etc.) - Won contracts for CCA development (Air Force), robotic combat vehicle software (Army), and CBP border surveillance - Took over IVAS program from Microsoft (2025) - Employees grew from ~90 in 2017 to 7,000 in 2026 ## Competitive Advantages - **Vertically integrated**: Designs, manufactures, and operates its own hardware (drones, towers, missiles) and software (Lattice), enabling rapid iteration. - **AI-first approach**: Lattice provides a common operating picture across domains, reducing decision latency in combat scenarios. - **Speed of production**: Arsenal projects aim to produce advanced autonomous systems faster than traditional defense primes. - **Government trust**: Deep relationships with DoD and allied agencies, demonstrated by multi-million-dollar contracts and classified work. - **In-person, security-focused culture**: Proximity to military bases, industrial equipment, and classified contract requirements create a unique operational moat. ## Strategic Focus - **Hyperscale manufacturing**: Build Arsenal-1 (Ohio) and subsequent “Arsenal” facilities to manufacture autonomous weapons at near-peer-competitive speed. - **Space domain**: Acquired ExoAnalytic Solutions (March 2026) to expand into space-based intelligence and surveillance. - **Collaborative Combat Aircraft (CCA)**: Fury is a key program; competing for Air Force’s CCA Increment 1. - **International expansion**: Partnership with UAE’s Edge Group; sales to UK (Royal Navy, Home Office); plans to serve other Five Eyes and allied nations. - **AI integration**: Partnership with OpenAI to enhance defense systems; Lattice already used by Space Force for surveillance networks. ## Why Work Here - **Mission-driven work**: Direct impact on national security and defense technology – opportunity to work on cutting-edge AI, robotics, and autonomous systems. - **Culture**: Emphasizes in-person collaboration due to security requirements, industrial equipment, and classified programs. Offices include Costa Mesa (HQ), Boston, Atlanta, Seattle, Washington D.C., London, and Sydney. - **Growth trajectory**: Company has grown from 90 employees to 7,000 in ~9 years; significant investment in new facilities and acquisitions indicates continued expansion. - **Engineering focus**: Heavy investment in software, AI, hardware, and manufacturing engineering – roles span from software engineers to aerospace engineers to production specialists. - **Notable perks/benefits**: Not detailed in public sources, but the company offers competitive compensation in a high-stakes, high-impact environment. The Ohio Arsenal-1 facility will employ many from Ohio State University’s applied science programs. ## Sources 1. [en.wikipedia.org](https://en.wikipedia.org/wiki/Anduril_Industries) – Wikipedia: Anduril Industries (key facts, revenue, employee count, product details, funding, acquisitions) 2. [tracxn.com](https://tracxn.com/d/companies/anduril/__qqOI0HKR47lFXorj9FAQlDfmJOqfOpDNWiW3JcO--ss) – Tracxn: Anduril company profile, funding stage, founders 3. [robotics.press](https://robotics.press/news/anduril-deep-dive/) – Robotics Press: Deep dive on valuation, revenue, total funding, employee estimate 4. [anduril.com/careers](https://www.anduril.com/careers) – Official careers page (search result summary) 5. [anduril.com/open-roles](https://www.anduril.com/open-roles) – Open roles listing ## Other roles at Anduril Industries - [Curriculum Developer](https://feeny.ai/job/curriculum-developer-anduril-industries-santa-ana-6htrphsn60v0) — Santa Ana, CA - [Program Manager, Maintenance](https://feeny.ai/job/program-manager-maintenance-anduril-industries-ashville-1yx960a04m6j) — Ashville, OH - [Growth Operations Associate](https://feeny.ai/job/growth-operations-associate-anduril-industries-costa-mesa-7gc7sar8jzw5) — Costa Mesa, CA - [Supplier Quality Engineer - Sentry](https://feeny.ai/job/supplier-quality-engineer-sentry-anduril-industries-irvine-tvr0x3ya168c) — Irvine, CA - [Senior Supplier Quality Engineer - Sentry](https://feeny.ai/job/senior-supplier-quality-engineer-sentry-anduril-industries-irvine-5befszzye81w) — Irvine, CA - [Senior Flight Test Engineer, Omen](https://feeny.ai/job/senior-flight-test-engineer-omen-anduril-industries-costa-mesa-fm2827kf0cba) — Costa Mesa, CA - [Flight Test Engineer, Omen](https://feeny.ai/job/flight-test-engineer-omen-anduril-industries-costa-mesa-hyw4vy9wrt79) — Costa Mesa, CA - [Senior Flight Test Engineer - Advanced Effects (Roadrunner)](https://feeny.ai/job/senior-flight-test-engineer-advanced-effects-roadrunner-anduril-industries-y08jtpec5qct) — Costa Mesa, CA - [Mailroom Specialist](https://feeny.ai/job/mailroom-specialist-anduril-industries-costa-mesa-prawmqn0hskd) — Costa Mesa, CA - [Senior Manager, Counter Intrusion](https://feeny.ai/job/senior-manager-counter-intrusion-anduril-industries-irvine-v6nk24cjap5g) — Irvine, CA