C-Serv

Information Technology and Services

AdversarialMachineLearningEngineer

Calgary, Alberta, Canada
Market Sentiment
HIGH DEMAND

Neural analysis suggests this role is
optimal for Mid+ candidates.

The Brief

“Adversarial Machine Learning Engineer at C-Serv. Skills: Adversarial Machine Learning, AI Security, LLM Security, Prompt Injection, Jailbreaking, Guardrail Bypass. Conduct adversarial testing across LLM and AI-based systems. Execute real-world attack simulations”

What You'll Achieve.

Ensure AI systems are resilient before they are deployed at scale

Industry & Context.

Information Technology and Services
Problems you'll solve

Identifying vulnerabilities; Breaking model guardrails; Exploiting data pathways; Stress-testing AI deployments; Identifying systemic vulnerabilities

What They're Looking For.

Must Have

Adversarial ML or AI security research experience, Experience working with LLM-based systems (OpenAI, Anthropic, open-source models, etc.), Deep understanding of Prompt injection techniques, Deep understanding of Model jailbreak methodologies, Deep understanding of AI system exploitation vectors, Python skills, Experience building custom attack tooling or experimentation frameworks

Nice to Have

Background in cybersecurity or penetration testing, Familiarity with OWASP LLM Top 10, Experience working in enterprise environments

What You'll Do.

Conduct adversarial testing across LLM and AI-based systems

Execute real-world attack simulations

Develop scripts and tooling to automate attack scenarios

Analyze model behaviour under adversarial pressure

Identify systemic vulnerabilities in APIs

and fine-tuned model implementations

Collaborate with engineering teams to validate remediation

Document findings clearly and concisely

How You'll Work.

Team & Collaboration

Collaborate with engineering teams to validate remediation

Communication Scope

Document findings clearly and concisely

Full Job Description

### The Opportunity We are building a dedicated AI Red Team to rigorously test and harden enterprise-scale AI products. We are looking for an adversarial machine learning specialist who thinks like an attacker. This role focuses on identifying vulnerabilities in LLM-driven systems, breaking model guardrails, exploiting data pathways, and stress-testing AI deployments before they reach enterprise customers. This is a hands-on technical role at the core of AI security. ### What You’ll Do * Conduct adversarial testing across LLM and AI-based systems * Execute real-world attack simulations, including: * Prompt injection * Jailbreaking and guardrail bypass * Data exfiltration attempts * Model inversion and evasion techniques * RAG manipulation * Develop scripts and tooling to automate attack scenarios * Analyse model behaviour under adversarial pressure * Identify systemic vulnerabilities in: * APIs * Embedding pipelines * Vector databases * Fine-tuned model implementations * Collaborate with engineering teams to validate remediation * Document findings clearly and concisely You will help ensure AI systems are resilient before they are deployed at scale. **Requirements** ### What We’re Looking For ### Core Technical Skills * Strong experience in adversarial ML or AI security research * Experience working with LLM-based systems (OpenAI, Anthropic, open-source models, etc.) * Deep understanding of: * Prompt injection techniques * Model jailbreak methodologies * AI system exploitation vectors * Strong Python skills * Experience building custom attack tooling or experimentation frameworks ### AI Systems Knowledge * Familiarity with: * RAG architectures * Vector databases * Model fine-tuning workflows * API-based model deployments * Understanding of model safety mechanisms and guardrails ### Nice to Have * Background in cybersecurity or penetration testing * Familiarity with OWASP LLM Top 10 * Experience working in enterprise environments ### Who You Are * Curious and relentl

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