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Added 1 min ago
PT
Welder/Fitter
Platinum Trailers
St. Marys, ON
- $22 to $34 CAD / hour
- Full-time
…Platinum Trailers, you’ll work in a genuinely mixed environment - production runs, custom one‑offs, prototype builds - where the work is varied, the standards are high, and your full range…
Added 2 mins ago
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Senior Manager, Project Design & Project Management
CertainTeed
Woodbridge, ON
- Full-time
…resources, and resolving complex architectural, manufacturing, and production…
Added 16 mins ago
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ModiFace - DevOps Developer
L'Oréal
Toronto, ON
- Full-time
Work directly with the application development team’s tech lead and/or product owner to prioritization of infrastructure and DevOps tasks to meet the team’s business roadmap
Added 16 mins ago
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Information Technology Product Manager
Rang Technologies Inc
Toronto, ON
- Contract
Translate business strategy and AI research into practical prototypes and production features; define actionable AI strategy and roadmap.
Added 16 mins ago
SP
Maintenance Manager [SK-14555]
Shirley Parsons
Cambridge, ON
- Full-time
…operation of plant equipment and facilities within a dynamic production…
Added 16 mins ago
TT
Staff Software Engineer, AI Foundations (AI Agent Optimization)
Temporal Technologies
Canada
- Full-time
In this role, you will lead our agent optimization efforts. You will design tools and mechanisms to help Temporal users build agents that are optimized for token spend and response time…
Added 32 mins ago
PM
Dietary Aide
Prairie Mountain Health
Benito, MB
- Full-time
Under the direction of the Manager, Nutrition Services or Nutrition Services Supervisor and coordination of the Cook, Lead Hand or Clerk, the Dietary Aide is responsible for performing the…
Added 32 mins ago
BW
Senior Communications Specialist, Storytelling and Public Affairs
Black Women's Institute for Health - Health For All Black Women
Toronto, ON · Greater Toronto Area, Canada
- $88,000 CAD / year
- Full-time
You will lead communications, curate and preserve the organization’s story, manage its website and public materials, and lead the annual report process. Working closely with the Executive…
Added 32 mins ago
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Lead Software Developer (AI-Powered Applications)
OpenText
Waterloo, ON
- Full-time
Integrate AI capabilities into production systems while ensuring reliability, scalability, and maintainability.
Added 48 mins ago
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Staff Product Manager, Core Primitives
Temporal Technologies
Canada
- Full-time
…work, coordinate across systems, handle failure, and operate production workloads with…
Added 48 mins ago
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Treasury & P2P Manager
EarthDaily Analytics
Vancouver, BC
- $115,000 to $145,000 CAD / year
- Full-time
…detection/change monitoring? The Treasury & P2P Manager will lead treasury operations and the end-to-end procure-to-pay (“P2P”) process across multiple entities, own the consolidated…
Added 48 mins ago
EA
Corporate Controller
EarthDaily Analytics
Vancouver, BC
- $160,000 to $194,000 CAD / year
- Full-time
…FP&A, and EarthDaily’s ownership group, the Controller will lead a team of 15+ accounting professionals across multiple countries and oversee a highly complex, multi-entity, multi-currency…
Added 1 hour ago
BW
Senior Communications SpecialistsxaSenior Communications Specialist, Storytelling and Public Affairs
Black Women's Institute for Health - Health For All Black Women
Toronto, ON · Greater Toronto Area, Canada
- $88,000 CAD / year
- Full-time
You will lead communications, curate and preserve the organization’s story, manage its website and public materials, and lead the annual report process. Working closely with the Executive…
Added 1 hour ago
KE
Animation Supervisor
Kickstart Entertainment
Kelowna, BC
- $93,600 to $104,000 CAD / year
- Full-time
The Animation Supervisor is responsible for leading the animation team while also contributing directly to animation production as needed, ensuring alignment with the Director's vision and…
Added 1 hour ago
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Process Lead
Cascades
Toronto, ON · Scarborough, ON
- Full-time
As the Reliability Lead with the Cascades Scarborough team, you will work closely with Production, Maintenance and Operators to identify and eliminate chronic equipment issues and develop…
Added 1 hour ago
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Reliability Lead
Cascades
Toronto, ON · Scarborough, ON
- Full-time
As the Reliability Lead with the Cascades Scarborough team, you will work closely with Production, Maintenance and Operators to identify and eliminate chronic equipment issues and develop…
Added 1 hour ago
HE
Electrical engineer and Automation
Hitachi Energy
Varennes, QC
- $90,000 to $120,000 CAD / year
- Full-time
…industries. As an automation and electrical Project Engineer, you’ll lead the design, implementation, and optimization of industrial projects that drive performance and safety. You’ll…
Added 1 hour ago
CG
Software Engineer III - Financial Services
Cover Genius
Vancouver, BC
- $115,000 to $145,000 CAD / year
- Full-time
Maintain production reliability for partner integration surfaces by monitoring operational alerts, troubleshooting failures across platform services, resolving partner issues, and…
Added 1 hour ago
KE
Animation Supervisor
Kickstart Entertainment
Vancouver, BC
- $93,600 to $104,000 CAD / year
- Full-time
The Animation Supervisor is responsible for leading the animation team while also contributing directly to animation production as needed, ensuring alignment with the Director's vision and…
Added 1 hour ago
FT
Senior Workday Functional Specialist
Fanshawe Toronto@ILAC
London, ON
- Full-time
Lead the functional design, process mapping, and configuration of assigned Workday modules and related business processes to ensure alignment with institutional goals
Added 1 hour ago
KE
Animation Supervisor
Kickstart Entertainment
Remote, Canada
- Full-time
- Remote
The Animation Supervisor is responsible for leading the animation team while also contributing directly to animation production as needed, ensuring alignment with the Director’s vision and…
Added 1 hour ago
KE
Animation Supervisor
Kickstart Entertainment
Remote, Canada
- Full-time
- Remote
The Animation Supervisor is responsible for leading the animation team while also contributing directly to animation production as needed, ensuring alignment with the Director’s vision and…
Added 1 hour ago
AC
Cook 1
Aramark Canada
Kingston, ON
- Full-time
The Lead Cook is responsible for cooking and preparing food using standard recipes and production guidelines while following food safety, food handling, and sanitation procedures. The…
Added 1 hour ago
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Plant Operations Manager
BIC
La Vallee, ON
- Full-time
As MLV Senior Production Manager you support the implementation of strategies to achieve the operational and financial results in MLV Plant.
Added 1 hour ago
AC
Lead Cook
Aramark Canada
Kingston, ON
- Full-time
The Lead Cook is responsible for cooking and preparing food using standard recipes and production guidelines while following food safety, food handling, and sanitation procedures. The…

SAP

Senior AI Machine Learning Engineer

Montreal, QC, Canada

Full-time

Apply About employer

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Job details

Job type: Full-time
Apply by: Nov 14, 2026
Posting language: English
Posted: Oct 15, 2026

Original job description

We help the world run better

At SAP, we keep it simple: you bring your best to us, and we'll bring out the best in you. We're builders touching over 20 industries and 80% of global commerce, and we need your unique talents to help shape what's next. The work is challenging – but it matters. You'll find a place where you can be yourself, prioritize your wellbeing, and truly belong. What's in it for you? Constant learning, skill growth, great benefits, and a team that wants you to grow and succeed.

About The Role

We are hiring a Senior Machine Learning Engineer Scientist to lead the development of scalable graph-based and transformer-based modeling systems, along with production-grade ML pipelines. This role sits at the intersection of research and systems engineering and will help shape the next generation of relational foundation model for structured data.

You will own key architecture decisions, mentor engineers and researchers, and build high-performance ML systems that operate reliably at scale.

What You’ll Do

Technical Leadership

Architect and drive the scalable development of foundation model for relational and graph data.
Design high-performance data pipelines for large-scale graph, relational, and tabular datasets.
Establish best practices for experimentation, reproducibility, evaluation, and deployment.
Define and execute the technical roadmap for ML infrastructure and modeling frameworks.

Geometric ML Knowledge

Develop and optimize:
Graph Neural Networks (GNNs), Graph Transformers, and Relational Transformers
Self-supervised, contrastive, and related pretraining strategies for structured data
Translate research innovations into robust, production-ready systems.

Scalable Systems & Infrastructure

Build and operate distributed training and inference pipelines with solid software design & architecture strategy.
Optimize compute efficiency (GPU/CPU utilization), memory footprint, training throughput, and inference latency.
Apply or evaluate techniques such as pruning, quantization, architecture search, and model compilation as needed.
Partner with platform teams to ensure smooth deployment, monitoring, and reliability in production.

Collaboration & Mentorship

Mentor ML engineers and applied scientists; raise the team’s technical bar through guidance and review.
Collaborate closely with research, data, and product stakeholders to drive delivery and impact.

Required Qualifications

PhD or MS in Computer Science, Machine Learning, Applied Mathematics, Physics, or a related field, with substantial applied experience.
5+ years building and delivering ML systems end-to-end.
Strong hands-on experience with:
PyTorch
PyTorch Geometric and/or Deep Graph Library (DGL)
Experience of designing and developing distributed systems and scalable ML infrastructure.
Advanced Python proficiency and strong software engineering fundamentals.
Demonstrated ownership of complex ML projects from design through production.
Experience scaling ML systems in cloud environments (e.g., Azure, AWS).

Preferred Qualifications

Experience building foundation models for structured, relational, or graph data.
Familiarity with transformer architectures tailored to graph and tabular domains.
Experience with distributed training frameworks (e.g., FSDP, DeepSpeed, Ray).
Deep expertise in:
Graph representation learning
Structured / relational modeling
Large-scale training systems
Publications in top-tier ML venues (e.g., NeurIPS, ICML, ICLR, KDD).

What We’re Looking For

A systems-minded scientist who bridges research depth with engineering rigor.
A strong architectural thinker who can design scalable solutions with long-term maintainability.
A leader who mentors others and elevates engineering and research standards.
Passion for advancing structured-data AI and building platforms that deliver real-world impact.

Meet Your Team

SAP is uniquely positioned to lead the next wave of AI by infusing intelligence directly into the business processes that run the world. Our team’s mission is to develop Foundation Models for structured data, starting with the launch and continued evolution of SAP-RPT-1. As the first generation of our relational model portfolio, SAP-RPT-1 represents our commitment to pioneering new research in a domain where SAP’s expertise in enterprise data structures provides an unmatched competitive edge. We are looking for innovators to join us in this journey to develop next-generation models with even higher impact, bridging the gap between cutting-edge AI research and the complex, structured reality of global enterprise data.

Bring out your best

SAP innovations help more than four hundred thousand customers worldwide work together more efficiently and use business insight more effectively. Originally known for leadership in enterprise resource planning (ERP) software, SAP has evolved to become a market leader in end-to-end business application software and related services for database, analytics, intelligent technologies, and experience management. As a cloud company with two hundred million users and more than one hundred thousand employees worldwide, we are purpose-driven and future-focused, with a highly collaborative team ethic and commitment to personal development. Whether connecting global industries, people, or platforms, we help ensure every challenge gets the solution it deserves. At SAP, you can bring out your best.

We win with inclusion

SAP’s culture of inclusion, focus on health and well-being, and flexible working models help ensure that everyone – regardless of background – feels included and can run at their best. At SAP, we believe we are made stronger by the unique capabilities and qualities that each person brings to our company, and we invest in our employees to inspire confidence and help everyone realize their full potential. We ultimately believe in unleashing all talent and creating a better world.

SAP is committed to the values of Equal Employment Opportunity and provides accessibility accommodations to applicants with physical and/or mental disabilities. If you are interested in applying for employment with SAP and are in need of accommodation or special assistance to navigate our website or to complete your application, please send an e-mail with your request to Recruiting Operations Team: Careers@sap.com.

For SAP employees: Only permanent roles are eligible for the SAP Employee Referral Program, according to the eligibility rules set in the SAP Referral Policy. Specific conditions may apply for roles in Vocational Training.

Qualified applicants will receive consideration for employment without regard to their age, race, religion, national origin, ethnicity, gender (including pregnancy, childbirth, et al), sexual orientation, gender identity or expression, protected veteran status, or disability, in compliance with applicable federal, state, and local legal requirements.

SAP believes the value of pay transparency contributes towards an honest and supportive culture and is a significant step toward demonstrating SAP’s commitment to pay equity. SAP provides the annualized compensation range inclusive of base salary and variable incentive target for the career level applicable to the posted role. The targeted combined range for this position is 108,100 - 222,800(CAD) CAD. The actual amount to be offered to the successful candidate will be within that range, dependent upon the key aspects of each case which may include education, skills, experience, scope of the role, location, etc. as determined through the selection process. Any SAP variable incentive includes a targeted dollar amount, and any actual payout amount is dependent on company and personal performance. A summary of benefits and eligibility requirements can be found by clicking this link: www.SAPNorthAmericaBenefits.com.

Due to the nature of the role, which involves global interactions with SAP entities, as well as with employees and stakeholders in Canada, functional proficiency in English is required for positions based in the Quebec.

AI Usage in the Recruitment Process

For information on the responsible use of AI in our recruitment process, please refer to our Guidelines for Ethical Usage of AI in the Recruiting Process.

Please note that any violation of these guidelines may result in disqualification from the hiring process.

Requisition ID: 448373 | Work Area: Software-Design and Development | Expected Travel: 0 - 10% | Career Status: Professional | Employment Type: Regular Full Time | Additional Locations:

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More about this job

Responsibilities

Lead the architecture and development of scalable foundation models and production-grade ML pipelines for graph, relational, and tabular data. Optimize distributed training and inference systems, establish engineering and experimentation practices, and mentor colleagues while collaborating with research, data, and product teams.

Requirements

Requires a PhD or MS in computer science, machine learning, applied mathematics, physics, or a related field, substantial applied experience, and at least five years building and delivering end-to-end ML systems. Candidates should have strong PyTorch and graph-learning framework experience, advanced Python and software engineering skills, distributed systems and cloud ML experience, and a record of owning complex projects through production.

Skills

Machine Learning
Graph Neural Networks
Graph Transformers
Relational Transformers
PyTorch
PyTorch Geometric
Deep Graph Library
Distributed Systems
Scalable ML Infrastructure
Python
Foundation Models
Structured Data Modeling
Distributed Training
Cloud Computing
Model Optimization
Technical Leadership

Benefits

Health And Well-Being Support
Flexible Working Models
Learning And Development
Employee Benefits

Visa sponsorship

Not detected in the job text

Keywords

Machine Learning
Foundation Models
Structured Data
Relational Data
Graph Data
Tabular Data
Graph Neural Networks
Graph Transformers
Relational Transformers
Self-Supervised Learning
Contrastive Learning
PyTorch
PyTorch Geometric
Deep Graph Library
Python
Distributed Systems
Distributed Training
FSDP
DeepSpeed
Ray
Azure
AWS
GPU Optimization
Model Pruning
Quantization
Architecture Search
Model Compilation
ML Infrastructure
Graph Representation Learning
NeurIPS

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