---
title: 'Sr. ML Engineer, Perception at Aurelius Systems'
canonical: 'https://feeny.ai/job/sr-ml-engineer-perception-aurelius-systems-san-francisco-skcyhe7p0hv8'
type: 'job'
last_seen: '2026-10-15'
---

# Sr. ML Engineer, Perception at Aurelius Systems

- **Company:** Aurelius Systems
- **Location:** San Francisco, CA
- **Compensation:** $190k–$222k
- **Employment:** full-time
- **Work type:** onsite
- **Posted:** 2026-05-06
- **Last confirmed live:** 2026-10-15
- **Apply:** https://jobs.ashbyhq.com/aureliussystems/75e91aac-ff9c-4dc4-8771-c1a1149d44b8

## Job description

Who We Are: Aurelius Systems is a VC backed defense tech startup building autonomous, edge deployed directed energy systems for counter-UAS. We build laser weapons to shoot down drones. We're a small team of engineers, former US military operators, and subject matter experts scaling America's directed energy dominance. The first cost effective, reliable and robust laser weapon system. Our namesake isn't an accident. Marcus Aurelius wrote about doing the work in front of you, every day, without excuses. Henry Ford didn't wait for permission to reinvent manufacturing. That's how we operate — small team, unreasonable output, no hiding behind the unachievable. In addition to our San Francisco lab, we’ve opened a Detroit manufacturing hub and we field test weekly on our own 400-acre private range. The Role and Your Impact: We need a Senior Machine Learning Engineer to lead the perception stack for Archimedes — detection, tracking, classification, and sensor fusion across the targeting chain. You're the seasoned engineer who's shipped perception in something that had to work outside a benchmark. You'll partner directly with our CTO and the robotics software team, and own perception as a domain. What You'll Own:

- Perception architecture across detection, tracking, classification, and sensor fusion
- ML model development, training pipelines, and on-device deployment
- Multi-sensor fusion across EO/IR and other sensors as relevant to the targeting chain
- Real-time performance optimization on embedded targets
- Mentorship of perception engineers as the team grows
- Direct partnership with controls, robotics SWE, and hardware on what's actually achievable

What We're Looking For:

- 5+ years building and shipping perception systems on real hardware
- Strong Python and C++ with deep ML engineering experience
- Computer vision, tracking, and detection in real-time, real-world conditions
- On-device deployment experience using TensorRT, ONNX, or equivalent
- Track record optimizing perception for embedded compute and latency budgets

Where you probably come from: Perception roles at defense companies, autonomy, perception-heavy robotics, or aerospace programs that put perception in front of real targets. We want to talk if: You've shipped a perception system that ran on real hardware against real targets. You know the gap between paper SOTA and what survives field conditions. Not a fit if: Your background is research only without deployment, you're a new grad (we'll have a junior role later), or your CV experience is offline batch processing only. Nice to Haves:

- Counter-UAS or aerial target tracking experience
- Radar or RF perception
- Classified program experience
- Sensor fusion in adversarial or denied environments

Education:

- BS, MS, or PhD in CS, EE, Robotics, or equivalent. Track record matters more than degree.

How You Operate:

- Extreme bias for action. You ship working perception on real hardware, not slideware
- You debug from first principles, not intuition alone
- Comfortable with ambiguity and fast iteration in a startup environment
- Clear communicator across software, hardware, and operator-facing surfaces
- Self directed. You identify what needs to happen next and do it without being told

Why Join Aurelius Systems?

- Build more in 1 month than most engineers build in 1 year. We field test weekly. Your work goes downrange, not into a filing cabinet.
- Career velocity is real. At ~10 engineers, there are no layers between you and impact.
- Work on a problem that actually matters. Small cheap drones are changing warfare. Our laser systems are the asymmetric answer — infinite magazine, near zero cost per shot, scalable to every base, border, facility, and truck.
- Join the densest defense startup ecosystem in the country. California is where the next generation of defense companies are being built.

How We Work: Core hours are Monday through Friday, 9 to 6. When we're sprinting toward a demo or field test, the team ramps up — nights, weekends, whatever it takes to ship. When the sprint lands, we ramp down. We don't manufacture intensity for show. Benefits:

- Competitive salary + equity
- United Health Care medical, dental, and vision coverage
- Flexible 18 days PTO + 5 sick days
- Travel to field test events and range days
- Covered daily lunches and office snacks + drinks
- E-bike / scooter stipend ( Up to $500)
- Direct access to leadership and real ownership over your work

Export Control Notice: This role requires access to export-controlled information or items that require "U.S. Person" status. As defined by U.S. law, individuals who are any one of the following are considered to be a "U.S. Person": (1) U.S. citizens, (2) legal permanent residents (a.k.a. green card holders), and (3) certain protected classes of asylees and refugees, as defined in 8 U.S.C. 1324b(a)(3).

## About Aurelius Systems

## Company Overview
- **One-liner**: Aurelius Systems builds autonomous, directed-energy laser systems to neutralize drone threats for military and defense applications.
- **Entity Type**: Private (Seed stage)
- **Headquarters**: San Francisco, CA, USA
- **Founded**: Not publicly available (likely 2024 or early 2025 based on funding timeline)
- **Founders**: Michael LaFramboise (CEO, Co-Founder), John Marmaduke (CTO, Co-Founder)

## Core Business
- **Primary industry**: Defense and Space Manufacturing (Directed Energy / Counter-UAS)
- **Target customers**: Military and defense organizations (DoD, allied nations) needing scalable, cost-effective defense against unmanned aircraft systems (UAS/drones).
- **Mission or purpose statement**: "Build the future of defense with autonomous directed energy built to stop drone threats at the speed of light, for the cost of electricity, anywhere they appear."

## Products & Services
- **[Archimedes]**: An autonomous counter-UAS laser defense system. Combines high-power directed energy lasers, advanced optical sensors, and AI-driven autonomy to detect, track, and neutralize aerial threats in seconds. Designed for field-portability, rapid deployment, and operation in a networked "defense grid" formation.

## Market Standing
- **Valuation/Market Cap**: Not disclosed
- **Key Metric**: $10.0M in total funding (Seed round, closed October 2025)
- **Notable Investors/Partners**: General Catalyst (lead), Draper Associates (lead), and 9 other unnamed investors. The company has also been selected by the U.S. Army for testing (T-REX 26-2 exercise).
- **Growth Signals**: Headcount grew +187.5% year-over-year (to ~16 employees). 17 active job postings (monthly postings up +13.3%, quarterly +240%). Demonstrated live field performance at a major U.S. Army exercise in June 2026.

## Competitive Advantages
- **Cost-per-kill advantage**: Directed energy lasers fire for the cost of electricity (dollars per shot) vs. traditional missile-based counter-UAS systems that cost "hundreds of thousands per kill."
- **Full autonomy**: The system uses machine learning and optical sensing to detect and engage threats without requiring a human operator to watch a screen — a stated differentiator from other solutions on the market.
- **Speed of light engagement**: Neutralizes threats in seconds, not minutes.
- **COTS-based hardware**: Built on commercial off-the-shelf components for lower cost, faster production, and easier maintenance.
- **Field-proven**: Successfully demonstrated in adverse weather during the T-REX 26-2 exercise.

## Strategic Focus
- Scaling the company and its manufacturing capacity to meet growing demand from the U.S. military and allied nations.
- Deploying a networked defense grid of multiple Archimedes units for persistent, scalable protection of forces, facilities, and critical infrastructure.
- Continuing rapid R&D iterations driven by real-world field testing.

## Why Work Here
- **Mission-driven work**: Directly contribute to protecting warfighters and critical assets — "build something that matters."
- **Fast-paced, small team culture**: Described as a small team that moves fast, tests in the field, and owns the full lifecycle from R&D to deployment.
- **Early-stage impact**: With only ~16 employees, new hires will have outsized influence and responsibility on the core product.
- **Location**: Based in San Francisco, CA — one of the few defense companies in a city built for tech talent.
- **Benefits**: Full medical, dental, and vision (United Healthcare), 18 days PTO + flexible sick days + 2-week winter break, daily catered lunch + stocked snacks, commuter stipend (up to $500 toward e-bike/scooter), on-site gym, and professional development reimbursement.
- **Work model**: In-office presence (San Francisco HQ). No hybrid/remote-first policy stated.
- **Engineering culture**: Emphasis on building hard things quickly, robotics, photonics, mechanical engineering, and AI/ML autonomy.

## Sources
1. [aureliussystems.com](https://www.aureliussystems.com/)
2. [aureliussystems.com/careers](https://www.aureliussystems.com/careers)
3. [jobs.ashbyhq.com/aureliussystems](https://jobs.ashbyhq.com/aureliussystems)
4. [linkedin.com/company/aurelius-systems](https://www.linkedin.com/company/aurelius-systems)
5. [aureliussystems.com/leadership](https://www.aureliussystems.com/leadership)

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