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Added 21 mins ago
H
Senior Geotechnical Engineer
Hays
ON · Ontario, Canada
- Full-time
As a Senior Geotechnical Engineer, you will serve as a key technical expert supporting the safe operation and management of tailings storage facilities and associated dam structures. You…
Added 21 mins ago
KI
Senior Project Manager
KAPP Infrastructure Inc.
Vaughan, ON
- $120,000 to $160,000 CAD / year
- Full-time
…water distribution, hydro, underground works, large bridge structures, and other major civil works. Work in these markets is delivered in all geographies throughout Ontario and includes…
Added 35 mins ago
Substation Lead, Western Canada, Vancouver EOI
Hatch
Vancouver, BC
The Substation Lead works within a multi-discipline team to develop efficient and reliable design of electrical systems and components for Substation Facilities. The Substation Lead is…
Added 35 mins ago
Substation Lead, Western Canada, Calgary EOI
Hatch
Calgary, AB
The Substation Lead works within a multi-discipline team to develop efficient and reliable design of electrical systems and components for Substation Facilities. The Substation Lead is…
Added 35 mins ago
Substation Lead, Western Canada, Winnipeg EOI
Hatch
Winnipeg, MB
The Substation Lead works within a multi-discipline team to develop efficient and reliable design of electrical systems and components for Substation Facilities. The Substation Lead is…
Added 1 hour ago
K
Senior Project Manager - NET
Kinectrics
Toronto, ON
- Contract
Provide leadership to multidisciplinary project teams consisting of engineering, design, procurement, quality, manufacturing, testing, operations, and field services personnel.
Added 1 hour ago
A
Electrical Systems Integration
Aumnitech
Montreal, QC · Greater Montreal, QC
- Full-time
We are seeking an experienced Professional Engineer – Electrical Systems Integration to support prime aerospace platform development in the Greater Montreal area. In this role, you will be…
Added 1 hour ago
KG
Manager, TMF and Earthworks Area
Kinross Gold Corporation
Red Lake, ON
- Full-time
…including tailings facilities, dams, roads, excavations, engineered structures, piling, blasting, crushing, slope protection, and related…
Added 1 hour ago
K
Civil Roadway Engineer - Kiewit Infrastructure Engineers
Kiewit
Burnaby, BC
- Full-time
Kiewit Infrastructure Engineering (KIE) has an opening for a dynamic Civil Roadway Engineer. You will be part of our rapidly growing Infrastructure Design Engineering Department, which…
Added 1 hour ago
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Intermediate /Senior Bridge Engineer
EXP
Brampton, ON
- Full-time
Be our next Intermediate /Senior Bridge Engineer!
Added 2 hours ago
IF
Data Engineer
Innovation Federal Credit Union
Canada
- Full-time
Develop, design, and optimize data models and data structures that are reusable.
Added 2 hours ago
IO
Senior Geotechnical Engineer - Kearl
Imperial Oil
Edmonton, AB
- Full-time
As an Senior Geotechnical Engineer supporting Kearl’s Dam Safety program, you will be responsible for preparing scopes and overseeing geotechnical investigations, design, construction, and…
Added 2 hours ago
Civil Roadway Engineer - Kiewit Infrastructure Engineers
Kiewit
Burnaby, BC
Kiewit Infrastructure Engineering (KIE) has an opening for a dynamic Civil Roadway Engineer. You will be part of our rapidly growing Infrastructure Design Engineering Department, which…
Added 2 hours ago
I
Avionics System Engineer
InfoStride
Toronto, ON
- Full-time
8. Technical Expert – Structures & Systems Design Integration
Added 3 hours ago
IS
Senior Engineer, Structures
Irving Shipbuilding
Dartmouth, NS
- Full-time
Join a team building the future fleet of Canada. As a valued member of the Hull Engineering group, the Senior Structures Engineer will play a key role in the design, construction,…
Added 3 hours ago
IF
Data Engineer
Innovation Federal Credit Union
Canada
- Full-time
Develop, design, and optimize data models and data structures that are reusable.
Added 3 hours ago
WT
Python & Database Engineer
Wissen Technology
Montreal, QC
- Full-time
We are seeking a Python & Database Engineer with 3–5 years of experience in developing scalable applications, building data pipelines, and optimizing database solutions. The ideal candidate…
Added 3 hours ago
RA
Software Engineer
RentSimple AI
Vancouver, BC
- Full-time
Role Description This is a full-time, on-site Software Engineer role based in the Greater Vancouver Metropolitan Area. The Software Engineer will design, build, and maintain backend…
Added 3 hours ago
S
Intermediate Geotechnical Engineer
Stantec
Dartmouth, NS
- Full-time
Are you an experienced geotechnical engineer ready to take the next step in your career? We are seeking an intermediate geotechnical engineer to join our team in Dartmouth, Nova Scotia.
Added 3 hours ago
MS
Jr. Software Engineer - Java, Angular, JavaScript
Motorola Solutions
ON · Gatineau, QC · Quebec, QC
- Full-time
…services. The team will utilize development talent across multiple design centers using Agile scrum…
Added 4 hours ago
Senior Geotechnical Engineer - Kearl
ExxonMobil
Edmonton, AB
As an Senior Geotechnical Engineer supporting Kearl’s Dam Safety program, you will be responsible for preparing scopes and overseeing geotechnical investigations, design, construction, and…
Added 4 hours ago
A
Senior Structural Engineer
AECOM
Halifax, NS
- $120,000 to $160,000 CAD / year
- Full-time
AECOM is seeking a motivated and skilled Senior Structural Engineer to support the design and construction of infrastructure projects within the Buildings + Places business line. This…
Added 6 hours ago
P
Senior Software Engineer, AI
Pebl
Remote, Canada
- $122,835 to $180,000 CAD / year
- Full-time
- Remote
Solid CS fundamentals and system design instincts - you can reason about data structures, APIs, and architecture, and make tradeoffs at scale.
Added 7 hours ago
WA
Software Engineer
Weekday AI
Remote, Canada
- ₹5,000,000 to ₹15,000,000 INR / year
- Full-time
- Remote
Design, develop, test, and maintain reliable, scalable, and efficient software applications and systems.
Added 19 hours ago
I
Data Governance Architect
Infostrux
Toronto, ON
- Full-time
From startups to Fortune 500s across industries like finance, health, gaming, and retail, we design and deliver scalable data solutions that enable faster, smarter, data-driven decisions.…

Perimeter Medical Imaging AI

Software Engineer, AI Integration

Toronto, ON, Canada

Full-time

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Job details

Job type: Full-time
Apply by: Nov 22, 2026
Posting language: English
Posted: Oct 23, 2026

Original job description

Overview

Perimeter Medical Imaging AI is a medical technology company transforming cancer surgery with ultra-high-resolution, real-time imaging and AI-enabled technologies. Our mission is to advance the standard of care, improve patient outcomes, and reduce healthcare costs by giving surgeons enhanced visualization of microscopic tissue structures in the operating room.

The Software Engineer, AI Integration will play a key role in moving validated AI models and workflows into Perimeter's regulated medical device software. Embedded within the Software Engineering team, this person will build, test, integrate, and maintain reliable software, working closely with the AI and Data, Systems, and Quality and Regulatory teams. This is a hands-on delivery role, not primarily a model-research position.

The ideal candidate has experience developing software within a medical device QMS or a comparably regulated environment. They are equally comfortable writing well-tested Python, building automation for AI training and model delivery, and producing the verification evidence and traceability that regulated releases require.

This person should be excited by the opportunity to work at the intersection of AI, medical imaging, and regulated product development.

Key Responsibilities

Design, implement, and maintain software features, interfaces, services, and internal engineering tools.
Package and integrate validated AI models and data-processing components into product software and controlled engineering workflows.
Develop robust interfaces between AI components, imaging systems, and other product software.
Diagnose and resolve software defects across component and system boundaries.
Participate in software design discussions, code reviews, technical planning, and release activities.
Translate product and system needs into clear, testable software requirements and acceptance criteria.
Develop and maintain unit, integration, regression, and system-level test automation.
Support software verification and validation planning, protocols, execution, results, and defect resolution.
Maintain requirements traceability and objective evidence throughout the software lifecycle.
Work within Perimeter's Quality Management System, including design controls, risk management, configuration management, change control, and release documentation.
Build and maintain reproducible pipelines for AI training, evaluation, packaging, versioning, and delivery.
Improve traceability across source data, annotations, code, experiments, model versions, test results, and product releases.
Automate cumbersome or repetitive engineering workflows while maintaining appropriate controls and review.
Support data ingestion, OCT labelling infrastructure, clinical QA workflows, and internal developer tools.
Maintain containerized development and deployment environments using tools such as Docker and applicable cloud services.
Partner with AI scientists and research interns to move validated models and prototypes into tested, supportable product components.
Partner with Systems and Quality and Regulatory teams to identify integration risks, support design reviews, and drive release readiness.
Communicate technical decisions, risks, and trade-offs clearly to technical and non-technical stakeholders.

Education and Experience

Bachelor's degree in Computer Science, Software Engineering, Biomedical Engineering, or a related technical field, or equivalent practical experience.
3+ years of hands-on software engineering experience building, testing, and maintaining production-quality systems.
3+ years of experience developing software within a medical device QMS or a comparably regulated environment.
Practical experience with software requirements, traceability, risk controls, verification and validation, defect management, and release documentation.
Familiarity with IEC 62304, ISO 13485, ISO 14971, or related medical device software and quality standards.
Experience with ML lifecycle practices such as reproducible training pipelines, experiment tracking, dataset and model versioning, deployment, and monitoring preferred.
Experience with PyTorch or TensorFlow and tools such as MLflow preferred.
Experience working in Linux-based environments is a plus.
Exposure to medical imaging, OCT, ultrasound, or histopathology, including frameworks such as MONAI or ITK, is a plus.
Experience building internal dashboards, annotation tools, data tooling, or developer infrastructure is a plus.
Experience with AWS, GCP, LambdaLabs or comparable cloud infrastructure is a plus.

Required Skills and Competencies

Strong proficiency in Python and the ability to write clean, maintainable, well-tested code.
Proficiency and experience with C++.
Experience with the Qt framework is a strong plus.
Experience with unit, integration, regression, and automated testing.
Experience with Git-based development, code review, automated build and test workflows, and containerization using Docker.
Experience integrating software components, services, data pipelines, or machine-learning models.
Strong debugging and problem-solving skills across complex systems.
Clear written and verbal communication, and the ability to work effectively across multiple technical disciplines.
Sound judgment in balancing delivery speed, automation, and regulatory controls.

Desired Attributes

Hands-on, proactive, and comfortable taking ownership of software from integration through release.
Motivated by shipping reliable, supportable product components rather than research prototypes.
Instinct to automate repetitive work, paired with the discipline to keep it controlled and reviewable.
Comfortable working alongside AI scientists, systems engineers, and quality and regulatory specialists.
Able to operate in a fast-paced, growing organization.
Interested in AI, medical imaging, and improving outcomes in cancer surgery.

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More about this job

Responsibilities

Build, test, integrate, and maintain software that incorporates validated AI models and data-processing components into regulated medical device products. Develop automated testing and reproducible AI delivery workflows, maintain lifecycle traceability and verification evidence, and collaborate with AI, Systems, and Quality and Regulatory teams to support product releases.

Requirements

A bachelor's degree in a relevant technical field or equivalent practical experience is required, along with at least three years of software engineering experience and three years developing software in a medical device QMS or comparable regulated environment. Candidates should be proficient in Python and experienced with C++, testing, software integration, and regulated development practices; familiarity with medical device standards and ML lifecycle tools is also relevant.

Skills

Python
C++
Qt
Software Integration
Automated Testing
Software Verification And Validation
Requirements Traceability
Medical Device Quality Systems
Machine Learning Pipelines
Docker
Git
Linux
Debugging
Medical Imaging
Risk Management
Cloud Infrastructure

Visa sponsorship

Not detected in the job text

Keywords

Python
C++
Qt
Docker
Git
Linux
PyTorch
TensorFlow
MLflow
AWS
GCP
LambdaLabs
MONAI
ITK
IEC 62304
ISO 13485
ISO 14971
Medical Device Software
Quality Management System
Design Controls
Risk Management
Requirements Traceability
Verification And Validation
Automated Testing
Machine Learning Lifecycle
Reproducible Training Pipelines
Model Versioning
Medical Imaging
Optical Coherence Tomography
Data Annotation

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