Research Scientist - Red Team
hace 1 día
London
About The AI Security Institute The AI Security Institute is the world's largest and best-funded team dedicated to understanding advanced AI risks and translating that knowledge into action. We’re in the heart of the UK government with direct lines to No. 10 (the Prime Minister's office), and we work with frontier developers and governments globally. We’re here because governments are critical for advanced AI going well, and UK AISI is uniquely positioned to mobilise them. With our resources, unique agility and international influence, this is the best place to shape both AI development and government action. Team Description Interventions that secure a system from abuse by bad actors or misaligned AI systems will grow in importance as AI systems become more capable, autonomous, and integrated into society. The AI Security Institute’s Red Team researches these interventions across three sub-teams (misuse, alignment, and control): we evaluate the protections on current frontier AI systems and research what measures could better secure them in the future. We share our findings with frontier AI companies, key UK officials, and other governments in order to inform their respective deployment, research, and policy decision-making. We have published on several topics, including ___, ___ ___ ___, and ___, ___, and ___. Some example impacts have been advancing the benchmarking of agent misuse, identifying vulnerabilities previously unknown to frontier AI companies, and producing insights into the feasibility and effectiveness of attacks and defences in data poisoning and fine-tuning APIs. In our team, you can meaningfully advance both research on how to attack and defend frontier AI systems, as well as government understanding of misuse and misalignment risks, which we see as critical to the safe and secure deployment of advanced AI. Role Description We’re looking for researchers across our misuse, alignment, and control subteams with expertise developing and analysing attacks and protections for systems based on large language models or who have broader experience with frontier LLM research and development. An ideal candidate would have a strong record of performing and publishing novel and impactful research in these or other areas of LLM research. We're primarily looking for research scientists, but we can support staff’s work spanning or alternating between research and engineering. The broader team's work includes research – like assessing the threats to frontier systems, performing novel adversarial ML research on frontier LLMs, and developing novel attacks – and engineering, such as building infrastructure for running evaluations. The team is currently led by ___ and advised by ___ and ___. You’ll work with incredible technical staff across AISI, including alumni from Anthropic, OpenAI, DeepMind, and top universities. You may also collaborate with external teams like Anthropic, OpenAI, and Gray Swan. We are open to hires at junior, senior, staff and principal research scientist levels. Representative projects you might work on • Designing, building, running and evaluating methods to automatically attack and evaluate safeguards, such as LLM-automated attacking and direct optimisation approaches., • Designing and running experiments that test measures to keep AI systems under human control even when they might be misaligned, • Building a benchmark for asynchronous monitoring for signs of misuse and jailbreak development across multiple model interactions., • Investigating novel attacks and defences for data poisoning LLMs with backdoors or other attacker goals., • Performing adversarial testing of frontier AI system safeguards and produce reports that are impactful and action-guiding for safeguard developers. What We’re Looking For In accordance with the ___ rules, the following list contains all selection criteria for the interview process. Required Experience The experiences listed below should be interpreted as examples of the expertise we're looking for, as opposed to a list of everything we expect to find in one applicant: You May Be a Good Fit If You Have • Hands-on research experience with large language models (LLMs) - such as training, fine-tuning, evaluation, or safety research., • A demonstrated track record of peer-reviewed publications in top-tier ML conferences or journals., • Ability and experience writing clean, documented research code for machine learning experiments, including experience with ML frameworks like PyTorch or evaluation frameworks like Inspect., • A sense of mission, urgency, responsibility for success., • An ability to bring your own research ideas and work in a self-directed way, while also collaborating effectively and prioritizing team efforts over extensive solo work. Strong Candidates May Also Have • Experience working on adversarial robustness, other areas of AI security, or red teaming against any kind of system., • Experience working on AI alignment or AI control, • Extensive experience writing production quality code., • Desire to and experience with improving our team through mentoring and feedback., • Experience designing, shipping, and maintaining complex technical products. What We Offer Impact you couldn't have anywhere else • Incredibly talented, mission-driven and supportive colleagues., • Direct influence on how frontier AI is governed and deployed globally., • Work with the Prime Minister’s AI Advisor and leading AI companies., • Opportunity to shape the first & best-resourced public-interest research team focused on AI security. Resources & access • Pre-release access to multiple frontier models and ample compute., • Extensive operational support so you can focus on research and ship quickly., • Work with experts across national security, policy, AI research and adjacent sciences. Growth & autonomy • If you’re talented and driven, you’ll own important problems early., • 5 days off learning and development, annual stipends for learning and development and funding for conferences and external collaborations., • Freedom to pursue research bets without product pressure., • Opportunities to publish and collaborate externally. Life & family* • Modern central London office (cafes, food court, gym) or option to work in similar government offices in Birmingham, Cardiff, Darlington, Edinburgh, Salford or Bristol., • Hybrid working, flexibility for occasional remote work abroad and stipends for work-from-home equipment., • At least 25 days’ annual leave, 8 public holidays, extra team-wide breaks and 3 days off for volunteering., • Generous paid parental leave (36 weeks of UK statutory leave shared between parents + 3 extra paid weeks + option for additional unpaid time)., • On top of your salary, we contribute 28.97% of your base salary to your pension., • Discounts and benefits for cycling to work, donations and retail/gyms., • These benefits apply to direct employees. Benefits may differ for individuals joining through other employment arrangements such as secondments. Salary Annual salary is benchmarked to role scope and relevant experience. Most offers land between £65,000 and £145,000 (base plus technical allowance), with 28.97% employer pension and other benefits on top. This role sits outside of the ___ given the scope of this role requires in depth technical expertise in frontier AI safety, robustness and advanced AI architectures. The Full Range Of Salaries Are As Follows • Level 3: £65,000–£75,000 (Base £35,720 + Technical Allowance £29,280–£39,280), • Level 4: £85,000–£95,000 (Base £42,495 + Technical Allowance £42,505–£52,505), • Level 5: £105,000–£115,000 (Base £55,805 + Technical Allowance £49,195–£59,195), • Level 6: £125,000–£135,000 (Base £68,770 + Technical Allowance £56,230–£66,230), • Level 7: £145,000 (Base £68,770 + Technical Allowance £76,230) Selection process In accordance with the ___ rules, the following list contains all selection criteria for the interview process. The interview process may vary candidate to candidate, however, you should expect a typical process to include some technical proficiency tests, discussions with a cross-section of our team at AISI (including non-technical staff), conversations with your team lead. The process will culminate in a conversation with members of the senior leadership team here at AISI. Candidates should expect to go through some or all of the following stages once an application has been submitted: • Initial assessment, • Initial screening call, • Research interview, • Technical assessment, • Behavioural interview, • Final interview with members of the senior leadership team Additional Information Internal Fraud Database The Internal Fraud function of the Fraud, Error, Debt and Grants Function at the Cabinet Office processes details of civil servants who have been dismissed for committing internal fraud, or who would have been dismissed had they not resigned. The Cabinet Office receives the details from participating government organisations of civil servants who have been dismissed, or who would have been dismissed had they not resigned, for internal fraud. In instances such as this, civil servants are then banned for 5 years from further employment in the civil service. The Cabinet Office then processes this data and discloses a limited dataset back to DLUHC as a participating government organisations. DLUHC then carry out the pre employment checks so as to detect instances where known fraudsters are attempting to reapply for roles in the civil service. In this way, the policy is ensured and the repetition of internal fraud is prevented. For more information please see - ___Security Successful candidates must undergo a criminal record check and get ___ before they can be appointed. Additionally, there is a strong preference for eligibility for ___. Some roles may require higher levels of clearance, and we will state this by exception in the job advertisement. ___Nationality requirements We may be able to offer roles to applicant from any nationality or background. As such we encourage you to apply even if you do not meet the standard ___Working for the Civil Service The ___ sets out the standards of behaviour expected of civil servants. We recruit by merit on the basis of fair and open competition, as outlined in the Civil Service Commission's ___. The Civil Service embraces diversity and promotes equal opportunities. As such, we run a Disability Confident Scheme (DCS) for candidates with disabilities who meet the minimum selection criteria. The Civil Service also offers a Redeployment Interview Scheme to civil servants who are at risk of redundancy, and who meet the minimum requirements for the advertised vacancy. Diversity and Inclusion The Civil Service is committed to attract, retain and invest in talent wherever it is found. To learn more please see the ___ and the ___.
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