Security Architect - AI and ML

We are now looking for a Senior Security Architect with AI/ML Experience. Widely considered to be one of the technology world’s most desirable employers, NVIDIA is an industry leader with groundbreaking developments in High-Performance Computing, Artificial Intelligence and Visualization. The GPU, our invention, serves as the visual cortex of modern computers and is at the heart of our products and services. Our work opens new universes to explore, enables amazing creativity and discovery and powers what were once science fiction inventions from artificial intelligence to autonomous cars. NVIDIA is seeking a technical leader to define, craft, implement, review, advise, and guide implementation of secure architectures for NVIDIA Artificial Intelligence (AI) / Machine Learning (ML) products. A successful candidate will take a strong hands-on role, working with diverse teams across NVIDIA as well as with external partners to define and meet security requirements for our innovative AI and ML projects. Exciting opportunities await the successful candidate to work collaboratively with technologies like NeMo, Inform, NeMo-Guardrails, BioNeMo, Morpheus and Omniverse! Does this sound like a challenge we can tackle together?What you’ll be doing:Helping define the field of ML/AI security architecture.Research, define, design, advise, develop, review, and implement architecture solutions meeting internal and external security requirements and standards.Collaborate across the company to guide the direction of designing secure Artificial Intelligence and Machine Learning products, working with hardware, software, research, and product teams.Architectural modeling, validation, definition, following standards bodies, and developing infrastructure enabling trusted platforms using hardware security methods.Perform Product Cybersecurity assessments on projects of multiple NVIDIA product lines. Complete independent reviews on project work packages.Develop and apply models for NVIDIA internal Product Security applications.Develop new attacks and defenses for ML/AI enabled applications.Support the development of the Product Cybersecurity Training strategy and deliver trainings to increase awareness and understanding of security requirements, tools, and processes for NVIDIA ML/AI systems.What we need to see:MS or PhD in Electrical Engineering, Computer Science, Computer Engineering, Artificial Intelligence, Data Science, Mathematics, Statistics, or equivalent experience.8+ years of relevant work.Hands-on work with Machine Learning, Deep Learning, or Artificial Intelligence.Familiarity with current attacks on ML systems, including adversarial examples, training data extraction, model extraction, and data poisoning.Experience using modern Deep Learning software architectures and frameworks including Tensorflow or PyTorch.Experience with security development lifecycle processes and tools.Programming and debugging fundamentals across languages such as: Python, C/C++Strong communication skills and a real passion for working as a team are essential.Ways to stand out from the crowd:Experience with ML/AI as it relates to security analysis, vulnerability assessment and detection, threat modeling, malware detection, binary analysis, network analytics or other security-related research.GPU programming and optimization (e.g. CUDA or OpenCL).Experience with distributed training, particularly of very large models.Understanding of AI Trust principles and familiarity with application of ethical and safety perspectives to AI implementations.Red Team or Offensive Security Research experience.NVIDIA’s invention of the GPU 1999 sparked the growth of the PC gaming market, redefined modern computer graphics, and revolutionized parallel computing. More recently, GPU deep learning ignited modern AI — the next era of computing — with the GPU acting as the brain of computers, robots, and self-driving cars that can perceive and understand the world. Today, we are increasingly known as “the AI computing company”. We are looking to grow our teams with the most resourceful people in the world. Security is a key foundation to all that we do at NVIDIA. If you're creative and autonomous, we want to hear from you!The base salary range is $176,000 - $333,500. Your base salary will be determined based on your location, experience, and the pay of employees in similar positions.You will also be eligible for equity and benefits.NVIDIA is committed to fostering a diverse work environment and proud to be an equal opportunity employer. As we highly value diversity in our current and future employees, we do not discriminate (including in our hiring and promotion practices) on the basis of race, religion, color, national origin, gender, gender expression, sexual orientation, age, marital status, veteran status, disability status or any other characteristic protected by law.