Member of Technical Staff - ML Security Engineer (Red Teaming + Patch Risk Forecasting)

Elo AI Co.
Austin, TX, United States
about 1 month ago
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Role details

Contract type
Permanent contract
Employment type
Full-time (> 32 hours)
Working hours
Shift work
Job source

Tech stack

Fuzz Testing Red Team (Cyber Security)

Job description

Elloe’s safety loop only works if we can simulate attacks before they reach real users. You’ll drive red teaming at the system level - from jailbreaking to fuzzing and help shape the defense logic in AutoHeal and ReplayHeatmap.

What You’ll Build

  1. Red Team Simulation Engine * Launch adversarial attacks (prompt injections, bypass chains, logic traps) * Generate incident traces used to train AutoHeal patch logic * Contribute to fuzzing harnesses, risk scoring, and breach labeling

  2. Security Patch Forecasting * Forecast deployment risks based on incident graph trends * Automate “patch windows” based on SHAP mismatch clusters * Help convert audit traces into product-stoppable violations

  3. System-Level Defense * Build explainability-linked guardrails across the stack * Collaborate with infra and explainability leads on enforcement crossover

Requirements

  • Deep experience in adversarial ML, red teaming, or fuzz testing
  • Understands how explainability can be a security surface
  • Bonus: experience with threat modeling, diff-testing, or jailbreak detection

About the company

Elloe is the trust layer for AI.

We sit between the world’s most powerful language models and the institutions that can’t afford to get it wrong - hospitals, banks, regulators. We trace and block failures in real time. That’s not marketing - we’re deployed at the European Commission, with NIH clinical trials, and inside a Top-5 EU bank catching GDPR violations live.

This is the enforcement layer GenAI has been missing. We’re not visualizing problems - we’re fixing them., Red teaming isn’t an afterthought. It’s how Elloe gets trusted to run in places that can’t afford to fail.

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Good distractions

Talks and stories from around this role — technically off-topic, practically not.

1:51 min

Leveraging continuous penetration testing via red teams

Reto Kaeser ¡ LIVE

3:40 min

Integrating mutation testing and fuzzing into software workflows

Michael Contento ¡ World Congress 2023

3:58 min

Exploring advanced security tooling and community dependency vetting

Niels Tanis Niels Tanis ¡ World Congress 2024

1:19 min

Enhancing product safety through continual red teaming operations

Rebekka Weiss Rebekka Weiss +1 ¡ World Congress 2025

51 sec

Exploring offensive security with red team tooling

Stefania Chaplin ¡ World Congress 2022

3:52 min

Sending malformed inputs to applications using fuzzing

Michael Contento ¡ World Congress 2023

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