Build the models that hunt attackers and the ones that test our own defenses against them.
The role
You'll build and tune AI models that sit inside our detection and investigation pipeline, and you'll use offensive security techniques to find the gaps those models miss. This is a hands-on engineering role: you write code, run attacks against test environments, and ship model improvements based on what you find.
You'll work closely with the Praxis AI™ team and with SOC analysts who rely on your models every shift. Your output is judged by whether detections hold up against real adversary behavior, not by how the model performs in a lab.
What you'll own
- Design and train models used in Praxis AI to score, correlate and prioritize security events.
- Build adversarial test cases, including red-team scripts, attack simulations and evasion attempts, to find where detection logic fails.
- Translate offensive findings into concrete model or rule changes, and track whether those changes hold up on replay.
- Maintain the data pipelines that feed model training and evaluation, including labeling and feedback loops from SOC analysts.
- Document model behavior, known blind spots, and tuning decisions so the SOC team can reason about what the model will and won't catch.
What we're looking for
- Demonstrated experience building and deploying machine learning models in a production security or detection context.
- Hands-on offensive security experience, including red team, penetration testing, or adversary simulation work you can walk us through.
- Comfort reading and writing detection logic (SIEM rules, EDR queries, or similar) and understanding why a model missed something.
- Ability to explain a technical tradeoff in plain language to analysts who will use what you build.
Benefits
We offer medical, dental and vision coverage, a retirement savings plan, and paid time off that covers vacation, sick leave and holidays. Specific plan details are provided during the interview process.
About Vijilan
Vijilan Security runs a 24/7 security operations center. Founded in 2014 and headquartered in Hallandale Beach, Florida, we watch, investigate and contain threats for organizations across North America and LATAM — through MSP and MSSP partners, through VARs and distributors, and direct to mid-market and enterprise.
ISO/IEC 27001 Certified · SOC 2 Type II Audited · CrowdStrike Powered Service Provider (CPSP)
Demonstrated experience building and deploying ML models in production security or detection context; hands-on offensive security experience (red team, penetration testing, adversary simulation); ability to read and write detection logic (SIEM rules, EDR queries).
Key Responsibilities
- designing AI models
- building adversarial test cases
- maintaining data pipelines
Skills & Tools
Praxis AI, SIEM, EDR
Job Details
- Category: Software Development
- Seniority: Mid Level
- Commitment: Full Time
- Workplace: Remote — United States
- Languages: English
Benefits
- Generous paid time off
- Retirement plan
About Vijilan Security
A security operations center that watches, investigates, and contains threats for organizations across North America and LATAM. — Industry: Information Technology