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Added 15 mins ago
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Senior Software Engineer
lululemon
BC · British Columbia, Canada
- Full-time
As a Senior Software Engineer, you will lead the design and implementation of complex software systems and features spanning multiple services and components, establishing technical…
Added 15 mins ago
1
Senior Paid Media Analyst
123Dentist
Toronto, ON
- $80,000 to $95,000 CAD / year
- Full-time
This role is AI-native by design. Beyond using AI for basic tasks like drafting ad copy, you will design, build, and share AI-assisted workflows, from account audits and anomaly detection…
Added 15 mins ago
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Project Manager
RI-MUHC | Research Institute of the MUHC | #rimuhc
Montreal, QC
- Contract
Clinical supervision and quality assurance: Supervise and train clinical research staff and lead scoring reviews to support inter-rater reliability, consistency, and ongoing clinical…
Added 15 mins ago
C
Core Banking Architect | RFS360 Core Banking and Wealthview Banking
CGI
Halifax, NS
- Full-time
Lead technical design reviews and guide development teams on implementation, integration, and modernization decisions.
Added 15 mins ago
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Service delivery Manager
CGI
Toronto, ON
- Full-time
…production support. The successful candidate will guide solution design and technical delivery for AWS and Node.js applications while overseeing service delivery in a product support…
Added 15 mins ago
DR
Director of Design
DMC Recruitment Group
Vancouver, BC
- Full-time
We are proud to partner with a confidential Client, an established firm in the design industry specializing in commercial interior environments, to seek a Director of Design to join their…
Added 15 mins ago
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Postdoctoral Fellow - Surgical and Interventional Sciences
RI-MUHC | Research Institute of the MUHC | #rimuhc
Montreal, QC
- Full-time
…of the Principal Investigator, the successful candidate will lead independent research projects and contribute to experimental design, data analysis, manuscript preparation, grant…
Added 15 mins ago
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Manager - Asset Protection, Safety and Strategy (Global Fulfillment) | Contract until March 2028
lululemon
Vancouver, BC
- Full-time
…pursuits. Setting the bar in technical fabrics and functional design, we create transformational products and experiences that support people in moving, growing, connecting, and being well.…
Added 45 mins ago
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Engineering Supervisor
Amphenol Borisch Technologies
London, ON
- Full-time
Analyze and plan work force utilization, space requirements, work flow, and design layout of equipment / work space for maximum efficiency.
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Certified Personal Trainer
GYMGUYZ North Columbus, Ohio
Vancouver, BC
- Part-time
Design customized exercise programs that cater to individual preferences and needs
Added 45 mins ago
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Ingénieur Industriel
Actalent
Laval, QC
- $45 to $60 CAD / hour
- Contract
Organize and lead cross-functional workshops (Continuous Improvement Projects, Kaizen events, Vision/Strategy workshops).
Added 45 mins ago
BT
Application Support Manager
BULL TECHNICAL SERVICES LIMITED
Toronto, ON
- Full-time
Lead detailed design phases for small to large projects/programs, identifying, tracking, and resolving technical issues.
Added 45 mins ago
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Power System Engineer
ABB
Montreal, QC · Saint-Laurent, QC
- Full-time
At ABB, we help industries run leaner and cleaner - and every person here makes that happen. You’ll be empowered to lead, supported to grow, and proud of the impact we create together. Join…
Added 45 mins ago
BT
Senior Manager Level 3
Baker Tilly Canada
Owen Sound, ON
- Full-time
Lead, coordinate, manage and evaluate the operations of the organization’s accounting and audit functions;
Added 45 mins ago
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Mechanical Program Manager
SCIEX
Vaughan, ON
- $110,000 to $123,000 CAD / year
- Full-time
This position reports to the Mechanical Hardware Design (MHD) Senior Manager within the R&D Department located in Concord, Ontario, Canada and will be an on-site role.
Added 45 mins ago
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Senior Manager, Transaction Tax Services
BDO
Calgary, AB
- Full-time
Lead sell-side and buy-side tax due diligence engagements to identify, evaluate and quantify potential tax liabilities and exposures and work with vendors to mitigate these exposures prior…
Added 45 mins ago
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Manager, Transaction Tax Services
BDO
Calgary, AB
- Full-time
Lead sell-side and buy-side tax due diligence engagements to identify, evaluate and quantify potential tax liabilities and exposures and work with vendors to mitigate these exposures prior…
Added 1 hour ago
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IT Operations & Procurement Coordinator - 6 Months Fixed Term
Ecolab Inc.
Calgary, AB
- Full-time
Obtain and compare vendor quotations, pricing, availability, and lead times.
Added 1 hour ago
IS
Project Manager
Idealogical Systems Inc
Markham, ON
- Full-time
We are looking for an experienced Project Manager to lead client-facing XR development projects and strengthen our delivery practices as we grow.
Added 1 hour ago
RR
Android & Robotics Software Developer
Remote Robotic
Ottawa, ON · Kanata, ON
- $40 to $55 CAD / hour
- Contract
AirMetal is looking for an experienced Android and robotics software developer to lead the development of TacMesh and its Android ground control application.
Added 1 hour ago
AS
Vmware Consultant
Alquemy Search & Consulting
AB · Edmonton, AB
- Contract
…an Infrastructure Architect/Implementer to assist with our design and upgrade implementation of…
Added 1 hour ago
BC
Communication Assistant
Brant Community Healthcare System
Brantford, ON
- Full-time
At BCHS, we are driven by a bold vision: To Lead Beyond Care. As a two-site community hospital system in Brantford and Paris, Ontario, we serve with purpose, passion, and a deep commitment…
Added 1 hour ago
BT
Senior Salesforce Developer
BULL TECHNICAL SERVICES LIMITED
Toronto, ON
- Contract
Defining and tracking SLA/ project’s progress, lead technical team and provide technical help·
Added 1 hour ago
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Founding Engineer, Build and Deployment
Rainharbor
Toronto, ON
- Full-time
Diagnose problems from logs that by design contain no client content, run the regression check on every release, and guide each client through the upgrades they start.
Added 1 hour ago
RD
Platform Engineer
Randstad Digital Americas
Vancouver, BC
- $100,000 to $120,000 CAD / year
- Contract
…in Vancouver for a 12-month contract. In this role, you will lead the architecture, optimization, and automation of our modern digital workplace environment. You will bridge operational…

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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