AI Safety Talent Observatory

robotics ML

hot

PUB VELOCITY 30D

1000

Jobs: 15 Intel: 0.0

Despite high research activity in robotics and machine learning, there is a nota...

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large language models

hot

PUB VELOCITY 30D

1000

Jobs: 122 Intel: 39.5

While recent papers explore various applications and theoretical aspects of lar...

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AI governance

hot

PUB VELOCITY 30D

915

Jobs: 99 Intel: 0.0

Despite the high volume of research activity, there is a lack of exploration int...

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AI safety

hot

PUB VELOCITY 30D

693

Jobs: 669 Intel: 2.0

: Despite high research activity, there is a lack of emphasis on the robustness ...

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AI policy

hot

PUB VELOCITY 30D

663

Jobs: 111 Intel: 0.0

Many of the recent papers focus on theoretical frameworks and policy implication...

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mechanistic interpretability

hot

PUB VELOCITY 30D

632

Jobs: 63 Intel: 0.0

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

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AI alignment

hot

PUB VELOCITY 30D

588

Jobs: 112 Intel: 22.0

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

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quantum_ml

emerging

PUB VELOCITY 30D

1097

Jobs: 0 Intel: 0.0

Despite the high volume of research activity in quantum machine learning, there ...

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ai_auditing

emerging

PUB VELOCITY 30D

853

Jobs: 0 Intel: 0.0

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cybersecurity_ai

emerging

PUB VELOCITY 30D

754

Jobs: 0 Intel: 0.0

Despite the high research activity, there is a noticeable absence of studies foc...

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formal_verification

emerging

PUB VELOCITY 30D

752

Jobs: 0 Intel: 0.0

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

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federated learning

emerging

PUB VELOCITY 30D

279

Jobs: 1 Intel: 0.0

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

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diffusion models

emerging

PUB VELOCITY 30D

227

Jobs: 1 Intel: 0.0

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

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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 ...

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robustness machine learning

commoditized

PUB VELOCITY 30D

404

Jobs: 41 Intel: 0.0

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

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code generation

commoditized

PUB VELOCITY 30D

200

Jobs: 10 Intel: 0.0

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

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AI agents

commoditized

PUB VELOCITY 30D

200

Jobs: 98 Intel: 5.0

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

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reinforcement learning

commoditized

PUB VELOCITY 30D

200

Jobs: 966 Intel: 2.0

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

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computer vision

quiet

PUB VELOCITY 30D

400

Jobs: 9 Intel: 0.0

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

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drug discovery AI

quiet

PUB VELOCITY 30D

200

Jobs: 7 Intel: 0.0

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

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