AI/ML Engineer / Data Scientist
Core
Building and deploying intelligent tools using AI/LLM technologies for automated red-teaming, vulnerability detection, adversarial attack simulation, and intelligent defense mechanisms within security platforms.
Role type
Senior IC AI/ML Engineer specializing in LLMs and AI Security
Builds
Secure, scalable AI/LLM-powered features and automated security tools for F5's security platforms
Domain
Cybersecurity / Artificial Intelligence / Large Language Models
Deliverable
production ML models
Required skills
LLM development and fine-tuning, deep learning model design, MLOps pipeline development, AI/LLM security vulnerability mitigation, production model deployment, cost and inference optimization
Preferred skills
RLHF implementation, vector database integration, large-scale cloud distributed computing, advanced framework usage (vLLM, TGI)
Technologies
PyTorch, TensorFlow, Hugging Face Transformers, vLLM, TGI, Pinecone, Weaviate
Responsibilities
Research, design, develop, and evaluate LLMs and deep learning models for AI security; Create tools for automated red-teaming and adversarial attack simulation; Develop and maintain end-to-end AI/LLM workflows from preprocessing to monitoring; Investigate and mitigate vulnerabilities like prompt injection and data poisoning; Optimize models for inference speed and resource utilization
Seniority
Mid-Senior, hands-on IC