Advanced 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 ...
Advanced 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 ...
Primary Responsibilities Lead a team of outcome-driven data scientists and ML engineers, with ... Master's or PhD in a quantitative field (computer science, statistics, machine learning, operations ...
Primary Responsibilities Lead a team of outcome-driven data scientists and ML engineers, with ... Master's or PhD in a quantitative field (computer science, statistics, machine learning, operations ...
Research Assistant 1
Sherbrooke, QC · On-site
... data management policies. About Dr. Fontaine and the RISE Lab: Dr. Guillaume Fontaine, PhD, RN, is an Assistant Professor of Implementation Science at the Ingram School of Nursing at McGill ...
Research Assistant 1
Sherbrooke, QC · On-site
... data management policies. About Dr. Fontaine and the RISE Lab: Dr. Guillaume Fontaine, PhD, RN, is an Assistant Professor of Implementation Science at the Ingram School of Nursing at McGill ...
Master in Computer Science, Data Science, Statistics, or Engineering. PhD or equivalent experience is preferred. * 3+ years of industry experience developing GenAI and LLM applications. * Working ...
Quick apply
Master in Computer Science, Data Science, Statistics, or Engineering. PhD or equivalent experience is preferred. * 3+ years of industry experience developing GenAI and LLM applications. * Working ...
Scientist, R&D Proteomics
Montreal, QC · On-site
Monitor data quality and take ownership of project execution in the laboratory * Must be capable of working in a Good Laboratory Practice (GLP) environment Education * M.Sc. or PhD in life sciences ...
Quick apply
Scientist, R&D Proteomics
Montreal, QC · On-site
Monitor data quality and take ownership of project execution in the laboratory * Must be capable of working in a Good Laboratory Practice (GLP) environment Education * M.Sc. or PhD in life sciences ...
PhD (or equivalent) with significant academic or industry research experience in a related ... Rust preferred for high performance molecular encoding or data pipelines). * Leadership and ...
PhD (or equivalent) with significant academic or industry research experience in a related ... Rust preferred for high performance molecular encoding or data pipelines). * Leadership and ...
Medical Scientist HIV, Quebec
Quebec, QC · On-site
D., PhD are preferred) with 5 years of experience in healthcare or pharmaceutical industry ... Through bold and transformative science, we're driving innovation that has the potential to become ...
Medical Scientist HIV, Quebec
Quebec, QC · On-site
D., PhD are preferred) with 5 years of experience in healthcare or pharmaceutical industry ... Through bold and transformative science, we're driving innovation that has the potential to become ...
Principal Scientist - Toxicology
Montreal, QC · On-site
CA$144K - CA$180K/yr
Providing critical scientific assessment of toxicology data and communicating clear, actionable ... You hold a PhD in Toxicology or a related field, with 8+ years of relevant industry experience ...
Principal Scientist - Toxicology
Montreal, QC · On-site
CA$144K - CA$180K/yr
Providing critical scientific assessment of toxicology data and communicating clear, actionable ... You hold a PhD in Toxicology or a related field, with 8+ years of relevant industry experience ...
Providing scientific recommendations to improve platform performance and data quality; * Evaluating ... PhD degree in Chemistry, Biochemistry or any other related field; * Significant experience using LC ...
Providing scientific recommendations to improve platform performance and data quality; * Evaluating ... PhD degree in Chemistry, Biochemistry or any other related field; * Significant experience using LC ...
Write scientific documents, review and interpret the raw data; * Write, review, and edit stand ... position or PhD in Immunology or any biological related discipline; * Experience in advanced ...
Write scientific documents, review and interpret the raw data; * Write, review, and edit stand ... position or PhD in Immunology or any biological related discipline; * Experience in advanced ...
We publish in top journals and conferences, contribute to open science, and engage with some of the ... PhD (or equivalent) with significant academic or industry research experience in machine learning ...
We publish in top journals and conferences, contribute to open science, and engage with some of the ... PhD (or equivalent) with significant academic or industry research experience in machine learning ...
Senior ML Research Scientist
Montreal, QC · On-site
Analyze and interpret experimental data in order to steer future research questions and objectives ... Advanced degree in a relevant field (e.g., Computer Science, Mathematics). A PhD is preferred but ...
Senior ML Research Scientist
Montreal, QC · On-site
Analyze and interpret experimental data in order to steer future research questions and objectives ... Advanced degree in a relevant field (e.g., Computer Science, Mathematics). A PhD is preferred but ...
Write scientific documents, review and interpret the raw data; * Write, review, and edit stand ... PhD in Immunology or any biological related discipline; * Experience in the development ...
Write scientific documents, review and interpret the raw data; * Write, review, and edit stand ... PhD in Immunology or any biological related discipline; * Experience in the development ...
MSL, Respiratory (Quebec)
Quebec, QC · On-site
Advanced degree in a life science, clinical, or medical field (for example MSc, PharmD, MD, PhD) or ... Ability to interpret and clearly communicate clinical and scientific data to clinical audiences.
MSL, Respiratory (Quebec)
Quebec, QC · On-site
Advanced degree in a life science, clinical, or medical field (for example MSc, PharmD, MD, PhD) or ... Ability to interpret and clearly communicate clinical and scientific data to clinical audiences.
Scientifique en correction d'erreurs quantiques / Quantum Error Correction Scientist
Dorval, QC · On-site
PhD in Physics, Mathematics, Computer Science, or a related discipline. * Strong background in ... Data Analysis * Collaboration * Problem Solving
Scientifique en correction d'erreurs quantiques / Quantum Error Correction Scientist
Dorval, QC · On-site
PhD in Physics, Mathematics, Computer Science, or a related discipline. * Strong background in ... Data Analysis * Collaboration * Problem Solving
... finite data and compute constraints. We are seeking an outstanding theoretical researcher to ... A PhD in machine learning, computer science, mathematics, statistics, or an adjacent area relevant ...
... finite data and compute constraints. We are seeking an outstanding theoretical researcher to ... A PhD in machine learning, computer science, mathematics, statistics, or an adjacent area relevant ...
Provide critical scientific assessment of data readouts to ensure robust interpretation, validity ... MD, DO, or MRCP required; advanced business or scientific degree (e.g., MBA, PhD) is an asset.
New
Provide critical scientific assessment of data readouts to ensure robust interpretation, validity ... MD, DO, or MRCP required; advanced business or scientific degree (e.g., MBA, PhD) is an asset.
New
Optical fiber scientist
Quebec, QC · On-site
Analyze process data and implement continuous improvement initiatives * Support scale-up from ... PhD degree in Optical Engineering, Optoelectronics, Photonics, Physics, Electrical Engineering, or ...
Optical fiber scientist
Quebec, QC · On-site
Analyze process data and implement continuous improvement initiatives * Support scale-up from ... PhD degree in Optical Engineering, Optoelectronics, Photonics, Physics, Electrical Engineering, or ...
Optical fiber scientist
Levis, QC · On-site
Analyze process data and implement continuous improvement initiatives * Support scale-up from ... PhD degree in Optical Engineering, Optoelectronics, Photonics, Physics, Electrical Engineering, or ...
Optical fiber scientist
Levis, QC · On-site
Analyze process data and implement continuous improvement initiatives * Support scale-up from ... PhD degree in Optical Engineering, Optoelectronics, Photonics, Physics, Electrical Engineering, or ...
Optical fiber scientist
Quebec, QC · On-site
Analyze process data and implement continuous improvement initiatives * Support scale-up from ... PhD degree in Optical Engineering, Optoelectronics, Photonics, Physics, Electrical Engineering, or ...
Optical fiber scientist
Quebec, QC · On-site
Analyze process data and implement continuous improvement initiatives * Support scale-up from ... PhD degree in Optical Engineering, Optoelectronics, Photonics, Physics, Electrical Engineering, or ...
Data Science Phd information
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Full-time
Medical, Retirement, PTO
Re-posted 8 days ago
Job description
We are seeking a Machine Learning (ML) Research Scientist 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 responsibilities
- Develop 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 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 qualifications
- Advanced 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:
- Bayesian inference
- Sampling-based approximate inference methods
- Amortized inference methods (including variational inference methods or Generative Flow Networks)
- Parameter- and/or structure-learning in probabilistic graphical models (including causal models)
- Reinforcement learning
- Optimal control
- 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 offer
- The 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.