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Fujitsu - AI Researcher

Fujitsu - AI Researcher

FujitsuBangalore
4 days ago
Job description

Key Responsibilities :

  • Explore advanced topics in Kernel Methods, Federated Learning, Secure & Private AI, Optimization, and Privacy-Preserving Machine Learning.
  • Build proof-of-concept implementations to validate and demonstrate theoretical advancements.

Lead & Mentor : Guide junior researchers, foster innovation, and maintain high research standards within the team.

  • Work closely with cross-functional teams, universities, and international research communities.
  • Contribute to high-impact publications and represent the lab at top-tier AI conferences (e.g., NeurIPS, ICML, ICLR, JMLR). u
  • Translate research outcomes into scalable AI solutions that address real-world challenges in security, distributed systems, and model adaptability.

    • Required Qualifications :

  • Ph.D. in Computer Science, Mathematics, Statistics, Electrical Engineering, or a related quantitative field. 47 years of hands-on experience in AI / ML research and development.
  • Strong theoretical foundation in one or more of the following areas : Functional Analysis Probability and Statistics Optimization Theory Machine Learning Theory Demonstrated research excellence with publications in top-tier conferences / journals (NeurIPS, ICML, ICLR, AAAI, JMLR, etc.).
  • Proficiency in Python and popular ML frameworks (PyTorch, TensorFlow, or JAX).

    • Preferred Skills & Experience :

  • Expertise in Federated Learning, Secure Multi-Party Computation (SMPC), or Differential Privacy (DP). Familiarity with distributed systems and scalable ML architectures.
  • Strong algorithm design and implementation skills.
  • Experience with academic-industry research collaborations.
  • Excellent communication skills and a passion for mentoring emerging researchers.
  • Opportunity to define next-generation AI research directions.
  • Collaborate with a diverse, global network of AI scientists.
  • Work on projects with real-world impact and academic visibility.
  • Support for conference travel, paper publication, and continued research funding.
  • AI Research
  • Machine Learning Theory
  • Federated Learning
  • Secure AI
  • Kernel Methods
  • Optimization
  • Differential Privacy
  • SMPC
  • Privacy-Preserving ML
  • Distributed Learning
  • Python
  • PyTorch
  • TensorFlow
  • Research Publication
  • Algorithm Design

    • (ref : hirist.tech)

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