ML Research Scientist

Senior ML Research Scientist (probabilistic inference)Join to apply for the Senior ML Research Scientist (probabilistic inference) role at LawZeroContinue with Google Continue with GoogleSenior ML Research Scientist (probabilistic inference)2 weeks ago Be among the first 25 applicantsJoin to apply for the Senior ML Research Scientist (probabilistic inference) role at LawZeroGet AI-powered advice on this job and more exclusive features.Sign in to access AI-powered advicesContinue with Google Continue with GoogleContinue with Google Continue with GoogleContinue with Google Continue with GoogleContinue with Google Continue with GoogleContinue with Google Continue with GoogleContinue with Google Continue with GoogleWe are seeking a senior machine learning (ML) researcher to join our team working on a novel AI safety research agenda. In this role, you will develop and evaluate probabilistic inference methods, with a focus on amortized inference, translating theoretical insights into practical implementations.Key responsibilitiesDevelop amortized inference methods suitable for high-dimensional discrete and continuous distributions.Develop parameter- and structure-learning methods for large probabilistic graphical models that benefit from amortized probabilistic inference.Design evaluation strategies for GS methods that rely on probabilistic inference.Collaborate with mathematicians on theory related to learning and inference in probabilistic models.Translate theoretical proposals into high quality implementations in a programming language such as Python.Analyze and interpret experimental results to steer future research directions.Communicate complex findings effectively to various stakeholders.Skills and qualificationsAdvanced degree in a relevant field (e.g., Computer Science, Mathematics). A PhD is preferred but not required if the candidate demonstrates exceptional abilities.A minimum of 3 years of experience in deep learning research.Expertise in probabilistic inference is required, in addition to expertise in one or more of the following:Amortized inference methods (including GFlowNets)Sampling-based approximate inference methodsBayesian inferenceParameter- and/or structure-learning in probabilistic graphical models (including causal models)Strong background in mathematics.Proven experience in developing and implementing machine learning models.Proficiency in programming languages such as Python, and experience with ML frameworks like PyTorch or TensorFlow.Excellent analytical and problem-solving skills, with a demonstrated ability to think critically about complex systems.Strong communication skills, both written and verbal, with the ability to explain complex ideas to diverse audiences.Track record of contributing to high-quality research in probabilistic inference or related fields.Ability to work collaboratively in a team environment while also being self-motivated and independent.What we offerThe opportunity to contribute to a unique mission with a major impact.Comprehensive health benefits.A minimum of 20 days vacation per year upon start.A minimum retirement savings employer contribution of 4%.Generous flexible benefits designed to contribute to your well-being.A team of passionate experts in their field.A collaborative and inclusive work environment with offices in the heart of Little Italy, in the trendy Mile-Ex district, close to public transportation.About LawZeroLawZero is a non-profit organization committed to advancing research and creating technical solutions that enable safe-by-design AI systems. Its scientific direction is based on new research and methods proposed by Professor Yoshua Bengio, the most cited AI researcher in the world. Based in Montreal, LawZero's research aims to build non-agentic AI that could be used to accelerate scientific discovery, to provide oversight for agentic AI systems, and to advance the understanding of AI risks and how to avoid them. LawZero believes that AI should be cultivated as a global public good—developed and used safely towards human flourishing. For more information, visit www.lawzero.orgYou belong hereAt LawZero, diversity is important to us. We value a work environment that is fair, open and respectful of differences. We welcome applications from highly qualified individuals interested in working towards our mission in a respectful, inclusive and collaborative setting.Your personal information will be collected and processed by LawZero to evaluate your application for employment in compliance with our Privacy Policy. 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Details on how you can exercise your rights can be found in our Privacy Policy.Seniority levelSeniority levelMid-Senior levelEmployment typeEmployment typeFull-timeJob functionJob functionOtherIndustriesResearch ServicesReferrals increase your chances of interviewing at LawZero by 2xGet notified about new Senior Research Scientist jobs in Montreal, Quebec, Canada.Senior ML Programmer _ Content Creation Technology GroupResearch Associate / Senior Research Associate – Quantum gravity in a spin-mechanical deviceSenior User Experience Researcher - one year contractSenior Principal Researcher - Foundation ModelsSenior Quantitative User Experience Researcher (Frontend) (Bangkok-based, Relocation provided)Senior Research Scientist, Machine LearningSenior Lifecycle Analysis Scientist- Relocate to Saudi ArabiaSenior AI Safety Researcher (Analysis of AI safety schemes)Principal Data Scientist, Generative AI Remote or Hybrid CanadaPostdoctoral Research Associate/Senior Research Associate in Fusion Reactor Engineering Design and SimulationsOliver Wyman - Sr. Lead Data Scientist or Principal Data ScientistSenior C++ Programmer - Machine Learning Content Creation Technology GroupWe’re unlocking community knowledge in a new way. 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