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Added 11 mins ago
HM
Family Practitioner/General Practitioner
Health Match BC
Langley (District), BC · City of Langley, BC
- Full-time
A new GP clinic in Willoughby, Langley, is seeking highly committed full-time Physicians to join our team on a permanent basis. We are a very collegial group of physicians who are dedicated…
Added 11 mins ago
HM
Family Practitioner/General Practitioner
Health Match BC
Langley (District), BC · City of Langley, BC
- Part-time
This clinic is a team-based family practice located within 5 minutes from Willowbrook mall. It is newly renovated with 6 fully equipped exam rooms and one treatment room for minor surgical…
Added 11 mins ago
HM
Family Practitioner/General Practitioner
Health Match BC
Langley (District), BC · City of Langley, BC
- Full-time
We operate in a team-based care model that includes physicians, nurse practitioners, nurses, social workers, clinical counsellors, allied health professionals and administrative support.…
Added 11 mins ago
HM
Family Practitioner/General Practitioner
Health Match BC
Chilliwack, BC
- Full-time
We operate in a team-based care model that includes physicians, nurse practitioners, nurses and administrative support. You will participate as a full and active member in the delivery of…
Added 11 mins ago
HM
Family Practitioner/General Practitioner
Health Match BC
Mission, BC
- Full-time
We operate in a team-based care model that includes physicians, nurse practitioners, nurses, social workers, clinical counsellors, allied health professionals and administrative support.…
Added 11 mins ago
HM
Family Practitioner/General Practitioner
Health Match BC
Abbotsford, BC
- Full-time
…successful candidate will participate as a full and active member in the delivery of effective team based primary care services through the new Centre where patients, families and…
Added 11 mins ago
HM
Urology
Health Match BC
Langley (District), BC · City of Langley, BC
- Full-time
The successful applicant will join a collegial local team of two full-time urologists and participate in monthly Uro-Oncology rounds. The position includes inclusion in a regional weekend…
Added 11 mins ago
HM
Diagnostic Radiology
Health Match BC
Abbotsford, BC
- Full-time
Members of Valley Medical Imaging (VMI), a dynamic, collegial 25-member group, provide radiologist services at all the above hospitals. The group also serves three (3) modern, vibrant,…
Added 11 mins ago
HM
Diagnostic Radiology
Health Match BC
New Westminster, BC
- Full-time
Pacific Medical Imaging (PMI) is seeking a full time Interventional Radiologist. PMI is a dynamic, 22-member Radiology Practice that services a tertiary care hospital (Royal Columbian…
Added 40 mins ago
Store Manager in Training
Freson Bros.
Stony Plain, AB
Resolve customer and Team Member concerns and complaints, and provide an exceptional customer experience
Added 55 mins ago
NF
Grocery Team Leader
Nature's Fare Markets
Kelowna, BC
- Full-time
If there is a question or concern that a team member is not quite sure on how to answer with a customer, you will jump in and share your knowledge!
Added 55 mins ago
NF
Bistro Team Member (Food Service)
Nature's Fare Markets
Kamloops, BC
- Full-time
In other words, you will help others, share your knowledge on our amazing products, be safe, be a great team player and have fun!
Added 55 mins ago
C
General Help, Part Time
Cook
Ottawa, ON
- Part-time
…positive experience for our consumers. You will be a versatile member of the Food Services team and may be required to work in various areas of the cafeteria, food preparation, and service…
Added 55 mins ago
JS
Technical Engineer
JFE Shoji Power Canada Inc.
Burlington, ON
- Full-time
…embraces safety. We have a proactive safety attitude where every team member is empowered to care for each other and take responsibility for keeping everyone safe. By embodying the ICare…
Added 1 hour ago
SM
Registered Practical Nurse - Med/Surg
Stevenson Memorial Hospital
Alliston, ON
- Part-time
Demonstrates initiative and the ability to function both independently and as an inter-professional team member in a fast paced demanding environment.
Added 1 hour ago
SM
Registered Practical Nurse - Med/Surg
Stevenson Memorial Hospital
Alliston, ON
- Part-time
Demonstrates initiative and the ability to function both independently and as an inter-professional team member in a fast paced demanding environment.
Added 1 hour ago
SM
Registered Respiratory Therapist
Stevenson Memorial Hospital
Alliston, ON
- Internship
Demonstrates initiative and the ability to function both independently and as an inter-professional team member in a crisis and fast paced demanding environment.
Added 1 hour ago
SM
Registered Practical Nurse - Med/Surg
Stevenson Memorial Hospital
Alliston, ON
- Full-time
Demonstrates initiative and the ability to function both independently and as an inter-professional team member in a fast paced demanding environment.
Added 1 hour ago
SM
Registered Nurse - Med/Surg
Stevenson Memorial Hospital
Alliston, ON
- Internship
Demonstrates initiative and the ability to function both independently and as an inter-professional team member in a fast paced demanding environment.
Added 1 hour ago
SM
Medical Radiation Technologist (CT & X-Ray)
Stevenson Memorial Hospital
Alliston, ON
- Full-time
Member of Ontario Association of Medical Radiation Sciences (OAMRS) recommended.
Added 1 hour ago
SM
Registered Nurse - Med/Surg
Stevenson Memorial Hospital
Alliston, ON
- Internship
Demonstrates initiative and the ability to function both independently and as an inter-professional team member in a fast paced demanding environment.
Added 1 hour ago
SM
Registered Practical Nurse - Med/Surg
Stevenson Memorial Hospital
Alliston, ON
- Part-time
Demonstrates initiative and the ability to function both independently and as an inter-professional team member in a fast paced demanding environment.
Added 1 hour ago
SM
Registered Practical Nurse - Med/Surg
Stevenson Memorial Hospital
Alliston, ON
- Full-time
Demonstrates initiative and the ability to function both independently and as an inter-professional team member in a fast paced demanding environment.
Added 1 hour ago
SM
Registered Nurse - Med/Surg
Stevenson Memorial Hospital
Alliston, ON
- Internship
Demonstrates initiative and the ability to function both independently and as an inter-professional team member in a fast paced demanding environment.
Added 1 hour ago
SM
Registered Nurse, Perioperative
Stevenson Memorial Hospital
Alliston, ON
- Internship
Demonstrates initiative and the ability to function both independently and as an inter-professional team member in a crisis and fast paced demanding environment.

Alberta Machine Intelligence Institute

Research Associate (12 month term)

Edmonton, AB, T5J 3B1, Canada

Full-time

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Job details

Job type: Full-time
Posting language: English
Posted: Nov 5, 2026

Original job description

“If you are excited by the possibility that the next breakthrough in machine learning may come from outside machine learning itself, this is an opportunity to put that idea to the test. By bringing ideas from statistical physics to neural network compression, you'll explore whether we can move beyond trial and error toward discovering fundamental principles that govern how AI models scale. SPAARC offers you the chance to tackle ambitious scientific questions, challenge conventional thinking, and help lay the foundations for a new generation of efficient AI systems, with applications reaching all the way to space.”

David Staszak, Lead Machine Learning Scientist, Advanced Technology

About the Role

Amii is seeking a Research Associate to contribute to SPAARC (Space-ready Principled Adaptive-AI via Renormalization-based Compression), a research project in collaboration with the European Space Agency (ESA).

The position focuses on developing physics-inspired approaches to neural network compression, with the goal of understanding how model architectures and performance evolve under increasingly constrained computational resources. The successful candidate will work closely with Amii research scientists as well as ESA scientists and take a leading role in the project's experimental research.

About the Project

SPAARC (Space-ready Principled Adaptive-AI via Renormalization-based Compression) investigates whether concepts from renormalization-group theory can provide a systematic and predictive framework for neural network compression. The project combines knowledge distillation, architectural optimization, and statistical analysis to study scaling relationships and performance limits in neural networks, with applications to computer vision and space-based Earth observation.

Our primary partner on this project is the European Space Agency (ESA), an intergovernmental organization dedicated to advancing space exploration, scientific research, and innovative space technologies. Through its research and technology development programs, ESA supports emerging technologies that address the unique challenges of operating in space.

We are also collaborating with Mission Control, a Canadian space technology company specializing in AI and autonomous systems for space applications. Mission Control will contribute expertise in space-based AI and support the evaluation of compressed models for potential deployment on resource-constrained spacecraft.

Required Skills / Expertise

We are looking for a curious and motivated researcher with a strong foundation in physics and extensive hands-on experience in machine learning. The ideal candidate is excited about exploring fundamental scientific questions, translating theoretical ideas into rigorous computational experiments, and developing innovative approaches to challenging research problems at the intersection of physics and AI.

Key Responsibilities:

Contribute to developing the theoretical foundations for applying renormalization-group (RG) concepts to knowledge distillation and neural network compression, including formulating mathematical frameworks and testable hypotheses.
Develop and evaluate machine learning models and algorithms for neural network compression and knowledge distillation.
Design and conduct numerical experiments to investigate model scaling, architectural transformations, and compression limits.
Develop research software and experimental pipelines using modern machine learning frameworks.
Analyze experimental results, including statistical uncertainty, robustness, and sensitivity to architectural changes.
Collaborate with Amii researchers and contribute to scientific publications, technical reports, and open-source research tools.

Required Qualifications:

PhD in Physics or Mathematics, with a strong foundation in statistical physics and renormalization group theory. Exceptional candidates with different backgrounds (e.g., a Master’s) with demonstrated expertise in model compression or knowledge distillation will also be considered.
Extensive experience in machine learning, including designing, training, and evaluating deep neural networks.
Strong Python programming skills and proficiency with modern machine learning frameworks, particularly PyTorch.
Familiarity with computer vision concepts and techniques, including image classification, object detection, and segmentation. Hands-on experience in these areas is considered an asset.
Experience with statistical analysis, uncertainty quantification, and reproducible computational experiments.
Familiarity with GPU computing, Linux, and Git.
Demonstrated ability to conduct independent research, develop computational methods, and perform rigorous quantitative analysis.
Strong scientific communication skills and ability to work effectively in an interdisciplinary research environment.
Must be legally eligible to work in Canada.

Preferred Qualifications:

Working knowledge of renormalization-group theory, knowledge distillation, information theory, and compression.
Familiarity with neural network compression methods, model scaling, and neural architecture search.
Knowledge of edge computing, resource-constrained machine learning, and efficient inference on embedded hardware.
A record of scientific publications in physics, machine learning, or related disciplines.

Non-Technical Requirements:

Ability to work independently and take ownership of research problems.
Strong critical thinking and problem-solving skills.
Interest in interdisciplinary research spanning physics and machine learning.
Intellectual curiosity and willingness to explore new research directions.

Why You Should Apply

Conduct research at the intersection of fundamental physics and modern machine learning.
Work closely with experienced scientists in Amii's research community.
Contribute to scientific publications and open-source research tools with potential applications in space AI and resource-constrained computing.
Gain access to Amii's research community, professional development opportunities, and scientific events

About Amii

One of Canada’s three main institutes for artificial intelligence (AI) and machine learning, our world-renowned researchers drive fundamental and applied research at the University of Alberta (and other academic institutions), training some of the world’s top scientific talent. Our cross-functional teams work collaboratively with Alberta-based businesses and organizations to build AI capacity and translate scientific advancement into industry adoption and economic impact

How to Apply

If this sounds like the opportunity you've been waiting for, please don’t wait for the closing November 19, 2026 to apply - we’re excited to add a new member to the Amii team for this role, and the posting may come down sooner than the closing date if we find the right candidate before the posting closes! When sending your application, please send your resume and cover letter indicating why you think you'd be a fit for Amii. In your cover letter, please include one professional accomplishment you are most proud of and why.

Applicants must be legally eligible to work in Canada at the time of application.

Amii is an equal opportunity employer and values a diverse workforce. We encourage applications from all qualified individuals without regard to ethnicity, religion, gender identity, sexual orientation, age or disability. Accommodations for disability-related needs throughout the recruitment and selection process are available upon request. Any information provided by you for accommodations will be kept confidential and won’t be used in the selection process.

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More about this job

Responsibilities

The Research Associate will develop physics-inspired approaches to neural network compression and design numerical experiments to investigate model scaling. They will collaborate with research scientists to formulate mathematical frameworks and contribute to scientific publications and open-source tools.

Requirements

Candidates must hold a PhD in Physics or Mathematics with a strong foundation in statistical physics and renormalization group theory. Extensive experience in machine learning, Python programming, and proficiency with frameworks like PyTorch is required.

Skills

Machine learning
Statistical physics
Renormalization group theory
Neural network compression
Knowledge distillation
Python
PyTorch
Computer vision
Statistical analysis
Uncertainty quantification
GPU computing
Linux
Git
Architectural optimization
Information theory

Benefits

Professional development opportunities
Scientific events access

Visa sponsorship

Not detected in the job text

Hiring contact

David Staszak

Keywords

Machine Learning
Statistical Physics
Renormalization Group Theory
Neural Network Compression
Knowledge Distillation
Python
PyTorch
Computer Vision
Space AI
Edge Computing
Information Theory
Neural Architecture Search
GPU Computing
Linux
Git
Uncertainty Quantification
Scientific Research
Deep Neural Networks
Object Detection
Image Classification
Segmentation
Embedded Hardware
Amii
European Space Agency

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