Research Scientist, Interpretability of LLMs
Research Scientist, Interpretability of LLMs
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$ 141000 - 202000
1 Vacancy
Job Description
Snapshot
Advance research in understanding large language models by considering controllability as a dual problem with understanding.
About Us
We are a team in Google DeepMind with a mission to build AI responsibly to benefit humanity. Our team pursues practical interpretability; interpretability not for the sake of explanation but for it to bedirectly useful for something. Our current focus for this something is controllability. We use controllability as a way to evaluate interpretability; if we can use explanations to do something useful with the model chances are that the explanation bears some faithfulness.
The Role
Research scientist role to advance research in understanding large language models by considering controllability as a dual problem.
Key responsibilities:
- Conduct research in understanding the model with practicality as a focus.
- Translate research findings into useful internal applications.
- Publish and present findings at internal and external venues to influence the field.
About You
In order to set you up for success as a Research Scientist at Google DeepMind we look for the following skills and experience:
- PhD in machine learning statistics or related fields.
- Strong publication record
- Strong record in LLMs and foundation models and related engineering skills
In addition the following would be an advantage:
- Strong endtoend system building and prototyping skills
The US base salary range for this fulltime position is between $141000 $202000 bonus equity benefits. Your recruiter can share more about the specific salary range for your targeted location during the hiring process.
Note: In the event your application is successful and an offer of employment is made to you any offer of employment will be conditional on the results of a background check performed by a third party acting on our behalf. For more information on how we handle your data please see our Applicant and Candidate Privacy Policy.
At Google DeepMind we value diversity of experience knowledge backgrounds and perspectives and harness these qualities to create extraordinary impact. We are committed to equal employment opportunity regardless of sex race religion or belief ethnic or national origin disability age citizenship marital domestic or civil partnership status sexual orientation gender identity pregnancy or related condition (including breastfeeding) or any other basis as protected by applicable law. If you have a disability or additional need that requires accommodation please do not hesitate to let us know.
Employment Type
Full Time
