{
 "dataset": "subjects",
 "source": "Founding Hires, Atlas of AI research, foundinghires.tech/data.html",
 "license": "https://creativecommons.org/licenses/by/4.0/",
 "as_of": "2026-09-11",
 "researchers_indexed": 613743,
 "windows": {},
 "columns": [
  "subject",
  "researchers"
 ],
 "rows": [
  {
   "subject": "Topic Modeling",
   "researchers": 62862
  },
  {
   "subject": "Natural Language Processing Techniques",
   "researchers": 37031
  },
  {
   "subject": "Advanced Neural Network Applications",
   "researchers": 25404
  },
  {
   "subject": "Multimodal Machine Learning Applications",
   "researchers": 24701
  },
  {
   "subject": "Domain Adaptation and Few-Shot Learning",
   "researchers": 17436
  },
  {
   "subject": "Generative Adversarial Networks and Image Synthesis",
   "researchers": 14154
  },
  {
   "subject": "Adversarial Robustness in Machine Learning",
   "researchers": 13799
  },
  {
   "subject": "Reinforcement Learning in Robotics",
   "researchers": 13082
  },
  {
   "subject": "Advanced Graph Neural Networks",
   "researchers": 12997
  },
  {
   "subject": "Advanced Image and Video Retrieval Techniques",
   "researchers": 11903
  },
  {
   "subject": "Explainable Artificial Intelligence (XAI)",
   "researchers": 10722
  },
  {
   "subject": "Speech Recognition and Synthesis",
   "researchers": 10688
  },
  {
   "subject": "Neural Networks and Applications",
   "researchers": 10601
  },
  {
   "subject": "Privacy-Preserving Technologies in Data",
   "researchers": 9936
  },
  {
   "subject": "Advanced Vision and Imaging",
   "researchers": 9588
  },
  {
   "subject": "Anomaly Detection Techniques and Applications",
   "researchers": 9547
  },
  {
   "subject": "Parallel Computing and Optimization Techniques",
   "researchers": 8781
  },
  {
   "subject": "Semantic Web and Ontologies",
   "researchers": 8584
  },
  {
   "subject": "Human Pose and Action Recognition",
   "researchers": 8096
  },
  {
   "subject": "Recommender Systems and Techniques",
   "researchers": 7551
  },
  {
   "subject": "Network Security and Intrusion Detection",
   "researchers": 7391
  },
  {
   "subject": "Speech and Audio Processing",
   "researchers": 7284
  },
  {
   "subject": "Video Surveillance and Tracking Methods",
   "researchers": 7073
  },
  {
   "subject": "Software Engineering Research",
   "researchers": 6960
  },
  {
   "subject": "Machine Learning in Healthcare",
   "researchers": 6467
  },
  {
   "subject": "Advanced Malware Detection Techniques",
   "researchers": 6228
  },
  {
   "subject": "AI in cancer detection",
   "researchers": 6143
  },
  {
   "subject": "Cryptography and Data Security",
   "researchers": 5914
  },
  {
   "subject": "Music and Audio Processing",
   "researchers": 5827
  },
  {
   "subject": "Cloud Computing and Resource Management",
   "researchers": 5707
  }
 ]
}