Senior Machine Learning Engineer

Petra Security; San Francisco, Northern (CA, KY); On-site; USD 140,000 - 190,000; Full time

Benefits offered by this job

Competitive salary

Equity

Health care

Dental

Vision

Lunch and dinner in-office

401K

Commuting stipend

Equinox discount

Relocation support

Job summary

Petra Security is seeking a senior ML Engineer to own our core detection platform. You will build and evolve real-time detection models, coordinate with ML leadership, and ensure production readiness. You’ll shape scalable architectures and raise the technical bar in a lean team.

You’ll work with a stack including Node, TypeScript, React, and Python, shipping models that defend against evolving threats in a high-autonomy, in-person SF environment.

Qualifications

• 4+ years of machine learning engineering experience, with production shipping.
• Strong quantitative fundamentals: probability, statistics, linear algebra, anomaly detection.
• Experience training and deploying models in production: select appropriate models and understand limitations.
• Strong engineering fundamentals: production-grade code, end-to-end ownership.
• Experience with real-time or streaming pipelines, feature stores, high-performance databases, and distributed systems.
• High agency and output: identify problems, propose solutions, execute.
• Scrappy: fast shipping while maintaining quality.
• Comfortable in a small-team, high-autonomy environment.
• Proud of craft and durable systems.

Responsibilities

• Build and evolve our detection models.
• Take models from research to production and measure behavior at scale.
• Architect for scale to handle 10-100x growth in 6 months.
• Raise the technical bar and establish patterns for quality.

Skills

ML Engineering

Production models

Real-time pipelines

Engineering fundamentals

Distributed systems

Autonomy

Craftsmanship

Tools

Node

TypeScript

React

Python

Job description

Who We Are

We’re on a mission to stop the most dominant cyberattacks on the planet.

Cybersecurity titans are born when a new attack vector overwhelms existing defenses. When ransomware ran rampant, CrowdStrike emerged as the category leader for securing user endpoints. Today, AI has made account compromise the #1 cybercrime. LLM-powered phishing messages get past email security, allowing attackers to compromise accounts and exfiltrate sensitive data in minutes. Incumbents can't keep up. They catch these attacks late, or miss them altogether.

Enter Petra, security for when no perimeter remains. We are building an AI-driven Detection and Response platform to catch and remove attackers before they can act.

We've grown very quickly, reaching mid-7-figures in ARR in under a year — we now protect over 2.5 million users across 10,000+ businesses. We price premium, yet have extremely low customer churn. Our customers consistently tell us that Petra is the best product they've ever used. You can see a demo here.

This is a rare chance to join early and help scale to $30M+ in revenue in the next 12 months.

What You’ll Do

Ownership is everything here. You'll be responsible for our core ML detection platform, and the systems you build are what separate Petra from every other player in this space.

Petra is a premium product and it's everyone's job to make sure it stays that way. That means you won't just train models — you'll talk to customers, understand the attacks they're facing, and think creatively about how to find the next signal that widens the gap between us and second place.

Concretely, you will:

• Build and evolve our detection models. Working closely with our CTO and Head of Machine Learning, you'll design and build the ML systems that identify account compromise in real time.

• Take models from research to production. You don't just care about model performance in a notebook. You're energized by measuring how your models behave at scale in a live system with real attackers.

• Architect for scale. We're growing fast. Nothing excites you more than architecting and implementing an elegant solution that'll handle 10-100x the scale in 6 months.

• Raise the technical bar. As a senior voice on a lean team, your instincts and opinions shape how we build. You'll establish patterns, push for correctness, and raise the quality of everything around you.

Our stack is Node, TypeScript, React, and Python... for now.

Who You Are

• 4+ years of machine learning engineering experience, with meaningful time shipping models in production systems at scale.

• Strong quantitative fundamentals: probability & statistics, linear algebra, anomaly detection, behavioral modeling, NLP.

• Experience training & deploying models in production: You know how to pick the right model for the job. Just as importantly, you know the limitations of each modeling approach you consider.

• Strong engineering fundamentals — you write clean, production-grade code and are comfortable owning a system end to end, not just the modeling layer.

• Experience working with real-time or streaming data pipelines, feature stores, high-performance databases, and distributed systems. Bonus if you've worked in high-stakes domains like quantitative finance or fraud detection.

• High agency and high output. You identify the problem, propose the solution, and execute. You're constantly looking for ways to expand your scope and circle of competence.

• Sharp and scrappy. You learn fast: you ask the right questions and figure it out. You ship fast: you find the 90/10 and don't let perfect be the enemy of done.

• Comfortable in a small-team, high-autonomy environment. The scope of your work is rarely handed to you, and you wouldn't have it any other way.

• Proud of your craft. You care about building things that work well and hold up over time.

The Team

We're small and high-caliber. Our founders are ex-Abnormal Security, Palo Alto Networks, and Bridgewater. Other early team members include:

• A Sequoia-backed founder

• An engineering leader from Anduril

• Quants from Citadel and Point72

You'll work directly with people who are exceptional at what they do.

Benefits and Pay:

• Competitive salary. We pay top dollar for exceptional engineers.

• Equity

• Healthcare, dental, vision

• Lunch and dinner when working in the office

• 401K

• Commuting stipend

• Equinox discount

• Relocation support

This role is in-person, here in SF.

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Petra is an equal opportunity employer. We do not discriminate on the basis of race, color, religion, sex, sexual orientation, gender identity, national origin, age, disability, veteran status, or any other characteristic protected by applicable law. We are committed to building a diverse and inclusive team and welcome applicants of all backgrounds.