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AI Red Teamer
HiddenLayerAI Red Teamer evaluating the security of AI systems with a focus on predictive and generative models. Conducting penetration testing and developing adversarial attacks to enhance security.
Tech Stack
Tools & technologiesKerasPythonPyTorchTensorflow
About the role
Key responsibilities & impact- Conduct end to end penetration testing on AI systems, with a focus on predictive and generative AI models.
- Develop and execute adversarial attacks (e.g., evasion, poisoning, and inference attacks) to identify weaknesses in predictive models.
- Develop and execute adversarial attacks (e.g., jailbreak, hallucination, context leakage, etc.) to identify weaknesses in generative AI models and applications built on top of them.
- Collaborate with data scientists, engineering, and research teams to design and implement novel attacks and relate them back to actionable recommendations.
- Stay current with the latest AI security research, trends, and adversarial tactics.
- Produce detailed reports outlining vulnerabilities, risks, and actionable recommendations.
- Contribute to the development of internal tools and frameworks for AI red teaming.
Requirements
What you’ll need- 3+ years of experience in penetration testing, with at least 1 year focused on AI systems
- Deep understanding of attack techniques specific to machine learning and artificial intelligence systems (data poisoning, inference attacks, model injection, prompt injection, jailbreaking, etc.)
- Hands-on experience with adversarial machine learning techniques and tools (e.g., Foolbox, CleverHans, ART, Purple Llama, Garak, or proprietary solutions).
- Excellent communication skills with the ability to articulate complex concepts clearly to both technical and non-technical audiences.
- Understanding of machine learning concepts and algorithms.
- Strong problem-solving skills and the ability to think creatively to anticipate potential attack vectors.
- Proficiency in programming languages such as Python, and experience with AI frameworks like TensorFlow, PyTorch, or Keras.
Benefits
Comp & perks- Fully Remote: We are a completely remote global team. Though we’re distributed, we are intentional about getting the team together a couple of times a year. We offer a generous stipend for your home office setup, annual upgrades to ensure you have a comfortable workspace and a monthly stipend for internet/phone expenses.
- Comprehensive Health & Wellness Benefits: Better than your average startup healthcare benefits. With five options to choose from, we cover 90% of the healthcare premium regardless of how many people you have on your plan. We also offer vision, dental, and 401k offerings.
- Flexible Time Off: Enjoy unlimited and flexible time off for all salaried employees, in addition to 15 paid company holidays.
- Commitment to Learning and Development: We support personal growth and education through a dedicated L&D fund that can be used for training, conferences, certifications and industry events.
- Diversity, Equity, and Inclusion: We are committed to building a diverse team with individuals from various backgrounds, experiences, abilities, and perspectives, and we are proud to be an equal opportunity employer.
ATS Keywords
✓ Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills & Tools
penetration testingadversarial machine learningdata poisoninginference attacksmodel injectionprompt injectionjailbreakingPythonTensorFlowPyTorch
Soft Skills
communication skillsproblem-solving skillscreative thinking