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Financial Advisor Wealth Advice Centre
ATB
Airdrie, AB · Alexis Whitecourt 232, AB · Andrew, AB · Athabasca, AB · Banff, AB · Barrhead, AB · Beaumont, AB · Beaverlodge, AB · Bonnyville, AB · Bow Island, AB · Boyle, AB · Breton, AB · Brooks, AB · Calgary, AB · Camrose, AB · Canmore, AB · Cardston, AB · Caroline, AB · Carstairs, AB · Castor, AB · Chestermere, AB · Claresholm, AB · Coaldale, AB · Cochrane, AB · Cold Lake, AB · Consort, AB · Coronation, AB · Crossfield, AB · Didsbury, AB · Drayton Valley, AB · Drumheller, AB · Edmonton, AB · Edson, AB · Elk Point, AB · Fairview, AB · Falher, AB · Foremost, AB · Forestburg, AB · Fort Macleod, AB · Fort McMurray, AB · Fort Saskatchewan, AB · Fort Vermilion, AB · Grande Prairie, AB · Granum, AB · Grimshaw, AB · Hanna, AB · High Level, AB · High Prairie, AB · Hinton, AB · Hythe, AB · Innisfail, AB · Jasper, AB · Killam, AB · La Crête, AB · Lac la Biche, AB · Lacombe, AB · Lamont, AB · Leduc, AB · Lethbridge, AB · Linden, AB · Magrath, AB · Manning, AB · Mayerthorpe, AB · Medicine Hat, AB · Milk River, AB · Nanton, AB · Okotoks, AB · Olds, AB · Onoway, AB · Oyen, AB · Peace River, AB · Picture Butte, AB · Pincher Creek, AB · Ponoka, AB · Provost, AB · Raymond, AB · Red Deer, AB · Redwater, AB · Rimbey, AB · Rocky Mountain House, AB · Rycroft, AB · Sherwood Park, AB · Slave Lake, AB · Smoky Lake, AB · Spirit River, AB · Spruce Grove, AB · St. Albert, AB · St. Paul, AB · Stettler, AB · Stony Plain, AB · Strathmore, AB · Sundre, AB · Sylvan Lake, AB · Taber, AB · Thorsby, AB · Three Hills, AB · Tofield, AB · Trochu, AB · Two Hills, AB · Valleyview, AB · Vegreville, AB · Vermilion, AB · Viking, AB · Vulcan, AB · Wainwright, AB · Westlock, AB · Wetaskiwin, AB · Wildwood, AB · AB · Lloydminster, SK · Diamond Valley, AB,CA · Whitecourt, AB,CA
- Full-time
At ATB, we exist to make it possible for our clients, team members and communities. Our purpose is more than aspirational. It's a real commitment we live every day through our values (what…
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Senior Retail Sales Associate
Tailored Brands
Nanaimo, BC
- Full-time
· Partners with Store management team to lead store staff to achieve sales, service, and operational expectations when temporarily assigned as the manager on duty.
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Customer and Partner Engagement Manager
Microsoft
Goodwood, ON
- Full-time
…the President of Microsoft Canada and the Canadian Leadership Team. You will build the strategy, operating model, and execution rhythms needed to deliver well-orchestrated executive…
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Cloud Solution Architect / Cloud + AI Platform Full-time LOA backfill
Microsoft
Toronto, ON
- Full-time
…production-ready AI solutions. As part of the Cloud + AI Infrastructure team, you’ll deliver engagements focused on migration, modernization, operational excellence and resilient…
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Azure Digital Solution Area Specialist- Oil & Gas
Microsoft
Calgary, AB · Vancouver, BC · Goodwood, ON
- Full-time
Join our dynamic Azure team as we lead the charge in AI transformation! As trusted advisors, we help customers modernize their infrastructure, optimize operations, and drive innovation with…
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Bilingual Sales Associate, Apartments.com - Montréal, Québec
CoStar
Montreal, QC
- Full-time
As an Apartments.com Sales Associate, you will be part of a dynamic team that operates as a strategic digital marketing partner to the Multifamily industry. Through engaging sales…
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D
UI Designer, Research and marketing
Desjardins
Levis, QC · Montreal, QC
- Full-time
…ergonomic principles and best practices of the user experience. You lead different stakeholders with respect to user interface design projects adapted to meet a range of business needs…
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Mortgage Specialist
BMO
Victoria, BC
- Full-time
…national partnerships and/or creates local partnerships to lead discussions about home financing…
Added 19 mins ago
MR
Senior Bookkeeper
MoveSmart Rentals
Mississauga, ON
- Full-time
Every application is reviewed by our recruitment team.
Added 19 mins ago
MR
Senior Bookkeeper
MoveSmart Rentals
Toronto, ON
- Full-time
Every application is reviewed by our recruitment team.
Added 19 mins ago
TD
Service Delivery Manager
Terra Dygital
Toronto, ON
- $115,000 to $130,000 CAD / year
- Full-time
…management. You own the quality of service we deliver to clients and lead the Team Leads who run our Managed Services function day to…
Added 19 mins ago
CS
Instructor, Foundations of Medicine and Healthcare (Toronto)
Circuit Stream
Toronto, ON
- $1,500 to $1,650 CAD / week
- Contract
…and excited to help young people discover where theirs might lead, you’ll thrive…
Added 19 mins ago
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Keyholder
Torrid
Calgary, AB
- Part-time
As a Keyholder, you'll be responsible for providing support and assistance to the store management team through performing daily store opening and closing operations while providing an…
Added 19 mins ago
GT
Department Sales Manager, Clubs
Golf Town
Calgary, AB
- Full-time
As part of Sporting Life Group, alongside Sporting Life and Team Town, we are dedicated to sharing our passion and growing the game.
Added 19 mins ago
BH
Change Management Advisor
BC Housing
Burnaby, BC
- Full-time
Reporting to the Change Management Lead, the Change Management Advisor is part of BC Housing's Strategic Transformation Team and supports leaders in understanding and responding to the…
Added 19 mins ago
RM
Manager - Diagnostic Imaging
Ross Memorial Hospital
Kawartha Lakes, ON · Lindsay, ON
- Full-time
…Kawartha Lakes. Among our acute and continuing care services, our team cares for 45,000 patients per year in the 24/7/365 emergency department, provides orthopedics and ophthalmology,…
Added 19 mins ago
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Business Development Associate - Toronto, Ontario
Caravel Law LLP
Toronto, ON
- Full-time
…built. And it’s all powered by the best business development team in the industry. That’s where you come…
Added 19 mins ago
MR
Senior Bookkeeper
MoveSmart Rentals
Newmarket, ON
- Full-time
Every application is reviewed by our recruitment team.
Added 19 mins ago
IS
Production Control Student/Co-op- Winter 2027
Irving Shipbuilding
Halifax, NS
- Full-time
…Ontario, Newfoundland and Labrador), as well as in USA. We are a team of 20,000 dedicated employees. At J.D. Irving, Limited, you are part of a dynamic team of professionals who lead with…
Added 19 mins ago
GT
Department Sales Manager, Clubs
Golf Town
Regina, SK
- Full-time
…As part of Sporting Life Group, alongside Sporting Life and Team Town, we are dedicated to sharing our passion and growing the…
Added 19 mins ago
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Banking Centre Leader III (relocation assistance available)
CIBC
Lethbridge, AB
- Full-time
As a member of the Personal and Business Banking Team, you’ll lead a team of high performing financial services professionals working towards a shared goal - delivering an exceptional…
Added 19 mins ago
RP
Leasing Agent
RidgeSide Property Management
Brampton, ON
- Part-time
Record showing activity and lead status in the company CRM and provide updates to the team
Added 20 mins ago
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Spec, Planning & Business Partnership - Finance
Vale
Canada
- Full-time
Join our diverse team of 15,000 talented individuals committed to transforming critical minerals into prosperity and sustainable development in countries like Canada, Brazil, Indonesia, the…
Added 20 mins ago
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RQ11817 - Project Manager/Leader - Senior
Maarut
Toronto, ON
- Contract
You possess team building and leadership skills in order to
Added 34 mins ago
F
Technical and Regulatory Specialist
FluksAqua
Ottawa, ON
- Full-time
Complex Account Support: Assist the Sales team and Technical Sales Representatives (TSRs) with the technical review of complex waste streams for new business opportunities.

Tonal

Staff Machine Learning Engineer, Sensors & Intelligence

Remote, Canada

Remote

$160,000 to $185,000 CAD / year · Full-time

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Job details

Pay: $160,000 to $185,000 CAD / year
Job type: Full-time
Workplace: Remote
Posting language: English
Posted: Nov 2, 2026

Original job description

Overview

Tonal is looking for a Staff Machine Learning Engineer to join our Sensors & Intelligence team and help build foundation models of human movement and physiology. You'll work where machine learning, biomechanics, physiology, and computer vision meet. You'll have access to the largest strength training dataset in the world: millions of workouts captured through cable force and position sensors, cameras, and wearable trackers.

Your job is to turn that multimodal data into general-purpose representations of how people move, exert effort, fatigue, and adapt over time. Those representations will power the next generation of Tonal's intelligence: adaptive coaching, form feedback, personalized progression, and advanced musculoskeletal health models. This role combines foundational research with work that reaches our members, and you'll help shape that balance as the team grows. You'll contribute to defining ML research directions, run rigorous experiments, and publish your work, while partnering with engineering to bring breakthroughs into the product.

This role is remote-first, based in Toronto, Ontario. We are open to candidates based in Canada and the US.

What You Will Do

Lead research and development of multimodal foundation models that learn from synchronized sensor, video, and physiological signals
Design self-supervised pretraining strategies for long, heterogeneous time series data
Develop sensor fusion approaches that handle different sampling rates, sensor noise, synchronization error, and missing modalities
Advance computer vision methods for 2D and 3D human pose estimation, motion reconstruction, and movement quality assessment
Build models that estimate biomechanical and physiological quantities such as joint kinematics, load, effort, fatigue, and recovery
Define evaluation frameworks and benchmarks that measure how well models generalize across users, body types, movements, and equipment conditions
Validate model outputs against gold-standard references such as motion capture, force plates, and clinical-grade physiological sensors
Work with ML Engineering to adapt research models for cloud deployment and on-device inference
Publish regularly at top venues and represent Tonal in the research community through papers, talks, and collaborations
Mentor scientists and engineers and help set the scientific direction of the Sensors & Intelligence team

Who You Are

A proven independent researcher with a strong track record of publications in relevant venues (e.g., NeurIPS, ICML, ICLR, CVPR, ICCV, ECCV, IMWUT/UbiComp, CHI, IEEE TBME, J. Biomechanics, or similar)
PhD in Computer Science, Electrical Engineering, Biomedical Engineering, Biomechanics, or a related field strongly preferred; we also welcome candidates whose research experience and publication record demonstrate equivalent depth
Deep expertise in at least one of the following: sensor fusion, biomechanics, physiological signal modeling, or computer vision for human motion
Hands-on experience designing, training, and debugging transformer architectures, including attention mechanisms, positional encoding for time series, and multimodal tokenization
Proven ability to train and develop ML models end to end in PyTorch, JAX, or TensorFlow, from data curation through experimentation and analysis
Strong grounding in signal processing, including filtering, calibration, time alignment, and frequency-domain analysis
Rigorous experimental design: you know how to build ablations, avoid leakage across subjects, and tell real gains from noise
Ability to independently define and drive ambiguous research problems toward measurable product impact
Clear communicator who can explain complex findings to scientists, engineers, and product leaders

Extra Credit

Experience pretraining or scaling foundation models, including distributed training and an understanding of scaling behavior
Familiarity with musculoskeletal modeling tools (e.g., OpenSim, MuJoCo, MyoSim) or physics-informed ML
Experience with wearable physiological signals such as IMU, PPG, HRV, or EMG data
Experience with personalization, few-shot adaptation, or uncertainty quantification
Experience with model compression or efficient architectures for edge deployment
Background in human subjects research, data collection protocols, or validation studies
Interest in fitness, sports science, or digital health

At Tonal, we believe that the unique and varied lived experiences of our teammates contribute to our overall strength.

At Tonal, we believe that the unique and varied lived experiences of our teammates contribute to our overall strength. We don’t just appreciate differences, we celebrate them, and we always seek people that represent a wide variety of backgrounds. We’re dedicated to adding new perspectives to the team and designing employee experiences that contribute to your growth as much as you do to ours. If your experience aligns with what we’re looking for (even if you don’t check every single box), send us your application. We would love to hear from you!

Tonal is committed to meeting the diverse needs of people with disabilities in a timely manner that is consistent with the principles of independence, dignity, integration, and equality of opportunity. Should you have any accommodation requests, please reach out to us via our confidential email, accessibility@tonal.com. All requests will be addressed and responded to in accordance with Tonal’s Accessibility Policy and local legislation.

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More about this job

Responsibilities

Lead the research and development of multimodal foundation models that integrate sensor, video, and physiological data to improve human movement analysis. Collaborate with engineering teams to deploy these models into product features like adaptive coaching and form feedback.

Requirements

Requires a PhD in a relevant field or equivalent research experience with a strong publication record in top-tier venues. Candidates must possess deep expertise in machine learning, sensor fusion, or computer vision, along with hands-on experience in training transformer architectures.

Skills

Machine learning
Foundation models
Computer vision
Sensor fusion
Biomechanics
Physiological signal modeling
Transformer architectures
PyTorch
JAX
TensorFlow
Signal processing
Human pose estimation
Data curation
Experimental design
Time series analysis

Benefits

Health insurance
Retirement savings benefits
Life insurance
Disability benefits
Flexible paid time off
Parental leave
Equity

Remote locations

Canada
United States

Remote locations (standardized)

Canada
United States

Visa sponsorship

Not detected in the job text

Keywords

Machine Learning
Foundation Models
Computer Vision
Sensor Fusion
Biomechanics
Physiology
Transformer
PyTorch
JAX
TensorFlow
Signal Processing
Human Pose Estimation
Multimodal
Time Series
OpenSim
MuJoCo
IMU
PPG
HRV
EMG
Distributed Training
Physics-informed ML
Data Curation
Research
Fitness Technology

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