AI Safety Talent Observatory

large language models

hot

PUB VELOCITY 30D

1000

Jobs: 81 Intel: 17.0

** A significant gap exists in the systematic exploration of ethical frameworks ...

Explore →

robotics ML

hot

PUB VELOCITY 30D

1000

Jobs: 10 Intel: 0.0

** Despite the high volume of research activity in robotics and machine learning...

Explore →

AI safety

hot

PUB VELOCITY 30D

744

Jobs: 417 Intel: 0.0

** Despite the high research activity in AI safety, there is a lack of focus on ...

Explore →

AI governance

hot

PUB VELOCITY 30D

486

Jobs: 66 Intel: 0.0

Many of the recent papers focus on specific facets of AI governance such as algo...

Explore →

robustness machine learning

hot

PUB VELOCITY 30D

438

Jobs: 28 Intel: 0.0

Despite the high research activity in robustness machine learning, there is litt...

Explore →

AI alignment

hot

PUB VELOCITY 30D

416

Jobs: 62 Intel: 0.0

Despite the high volume of research activity in AI alignment, there is a noticea...

Explore →

quantum_ml

emerging

PUB VELOCITY 30D

949

Jobs: 0 Intel: 0.0

Despite a focus on predictive electronic-structure simulations and machine learn...

Explore →

cybersecurity_ai

emerging

PUB VELOCITY 30D

752

Jobs: 0 Intel: 0.0

** Despite the discussions around artificial intelligence in cybersecurity, ther...

Explore →

formal_verification

emerging

PUB VELOCITY 30D

653

Jobs: 0 Intel: 0.0

Despite the significant number of recent publications in formal verification, th...

Explore →

federated learning

emerging

PUB VELOCITY 30D

347

Jobs: 1 Intel: 0.0

Despite the high research activity in federated learning, there appears to be a ...

Explore →

diffusion models

emerging

PUB VELOCITY 30D

318

Jobs: 1 Intel: 0.0

**: Despite the high volume of research activity, there appears to be a lack of ...

Explore →

multimodal

emerging

PUB VELOCITY 30D

200

Jobs: 0 Intel: 0.0

Despite the high volume of multimodal research, there is a lack of focus on the ...

Explore →

computer vision

early

PUB VELOCITY 30D

400

Jobs: 6 Intel: 0.0

There appears to be a lack of focus on real-time adaptive algorithms for dynamic...

Explore →

AI policy

commoditized

PUB VELOCITY 30D

364

Jobs: 68 Intel: 0.0

** Many of the recent papers focus on governance frameworks and application stra...

Explore →

mechanistic interpretability

commoditized

PUB VELOCITY 30D

342

Jobs: 39 Intel: 0.0

Despite the high volume of research activity in mechanistic interpretability, th...

Explore →

reinforcement learning

commoditized

PUB VELOCITY 30D

200

Jobs: 634 Intel: 0.0

Despite the significant research activity in reinforcement learning, there is a ...

Explore →

AI agents

commoditized

PUB VELOCITY 30D

200

Jobs: 58 Intel: 2.0

** Despite high research activity, there is limited exploration of robust framew...

Explore →

drug discovery AI

quiet

PUB VELOCITY 30D

200

Jobs: 6 Intel: 0.0

Despite the surge in publications, there is a significant lack of research aimin...

Explore →

code generation

quiet

PUB VELOCITY 30D

200

Jobs: 7 Intel: 0.0

Despite the high research activity in code generation, there is a noticeable lac...

Explore →

multimodal AI

quiet

PUB VELOCITY 30D

0

Jobs: 3 Intel: 0.0

** Despite the recent progress in multimodal AI applications across various doma...

Explore →