Applied Researcher_ AI security

Key Responsibilities

• Conduct advanced research inAI Security,Trustworthy AI, andApplied AI.
• Design, develop, and evaluate secure and robustLarge Language Models (LLMs) and Generative AI systems.
• Research and implement techniques related to:
  • Retrieval-Augmented Generation (RAG)
  • Low-Rank Adaptation (LoRA)
  • Model Interpretability and Explainability
  • Model Fingerprinting
  • Backdoor Detection and Mitigation
  • Model Unlearning
  • Privacy-Preserving AI
  • AI Governance and Safety
• Develop Client methodologies to identify vulnerabilities in AI systems and enhance model resilience.
• Build research prototypes and perform rigorous experimentation using modern AI frameworks and tools.
• Collaborate with cross-functional teams comprising researchers, engineers, and product leaders.
• Publish research findings in top-tier AI/ML and Security conferences and journals.
• Stay abreast of emerging trends in AI Security, Foundation Models, and Responsible AI.

Required Technical Skills

• Strong expertise inMachine Learning, Deep Learning, and Generative AI.
• Hands-on experience with:
  • Large Language Models (LLMs)
  • RAG Architectures
  • LoRA and Parameter-Efficient Fine-Tuning
  • JAX
  • AI Experimentation Frameworks
  • Model Evaluation and Benchmarking
• Deep understanding of:
  • Adversarial Machine Learning
  • Model Security
  • Privacy-Preserving Machine Learning
  • Explainable AI (XAI)
• Strong programming skills in Python and AI/ML ecosystems.

Research & Publications

• Demonstrated record of research publications in reputed conferences/journals such as:
  • NeurIPS
  • ICML
  • ICLR
  • ACL
  • EMNLP
  • IEEE Security & Privacy
  • USENIX Security
  • CCS
• Experience leading or contributing to impactful research projects.

Preferred Qualifications

• Research experience from premier academic institutions or leading AI research labs.
• Experience in building and securing foundation models and enterprise AI solutions.
• Familiarity with responsible AI frameworks, compliance, and model risk management.

What We Are Looking For

• Strong research mindset with the ability to solve complex AI security challenges.
• Exceptional analytical and problem-solving abilities.
• Excellent communication and technical writing skills.
• Passion for advancing the state of the art in secure and trustworthy AI.