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Added 2 hours ago
PC
Senior Integration Architect
PwC Canada
Montreal, QC
- Contract
PwC Canada requires the services of a Senior Integration Architect, Consultant.
Added 9 hours ago
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SAP BTP AI Solutions Architect
Talan
Toronto, ON
- $160,000 to $200,000 CAD / year
- Full-time
Reporting to the Directeur principal, PI et innovation SAP, with a delivery reporting line to the Vice President, Delivery for engagement work, the SAP BTP AI Solutions Architect defines…
Added 1 day ago
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SAP Enterprise Architect
Talan
Toronto, ON · Montreal, Québec
- $170,000 to $220,000 CAD / year
- Full-time
Reporting to the Principal Director, SAP Innovation and IP, the SAP Enterprise Architect defines and safeguards the end-to-end coherence of the SAP landscape and its connections to the…
Added 1 day ago
T
SAP Customer Solution Director
Talan
Montreal, QC
- $170,000 to $220,000 CAD / year
- Full-time
…delivery, you translate complex business challenges into an SAP solution that can be built, estimated and aligned with the client’s industry. You own process design and the industry…
Added 2 days ago
OT
Architect
Open Text Corporation
Waterloo, ON
- Other
…information across complex asset lifecycles. As a Technical Architect, you will design and deliver cutting-edge Enterprise Content Management solutions, helping clients successfully…
Added 2 days ago
Architecte de solutions SAP Sécurité et GRC / SAP Security & GRC Solution Architect
Syntax
Thornhill, ON
Syntax is a leading Managed Cloud Provider for Mission Critical Enterprise Applications and has been providing comprehensive technology solutions to businesses of all sizes since 1972.…
Added 2 days ago
ME
Sap Solutions Architect
Morson Edge (Canada)
Oshawa, ON · Greater Oshawa Metropolitan Area
- $90 to $105 CAD / hour
- Contract
OPG is seeking an experienced, hands-on SAP Solution Architect to lead solution design across a portfolio of SAP modernization initiatives. The role will provide end-to-end architecture…
Added 2 days ago
AC
SAP EWM Consultant
Avance Consulting
Canada
- Full-time
Should have at least two-three end to end implementation projects and at least one where performed as Solution Architect preferably at client location. Experience in multiple, full…
Added 3 days ago
S
Senior AI Machine Learning Engineer
SAP
Montreal, QC
- Full-time
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…
Added 3 days ago
MC
SAP Solution Architect – Integrated Toolchain (35774)
Myticas Consulting
Toronto, ON
- Contract
The architect will define the overall solution and integration architecture across an enterprise toolchain that includes SAP Signavio, SAP LeanIX, SAP Cloud ALM and ServiceNow.…
Added 3 days ago
D-
Architecte de Solutions TI (contrat 24+ mois)
DELAN - IT Talent Solutions
Quebec, QC
- Contract
Expérience en livraison de 2+ projets ERP d'envergure (Oracle ou SAP)
Added 3 days ago
PS
Senior SAP Architect & Delivery Lead
Periscope Search Group
Toronto, ON
- Full-time
You'll own SAP enterprise architecture end to end, across ECC and S/4HANA and everything wired into them: PLM, MES, and the data warehouse. You'll set the architecture strategy and roadmap,…
Added 3 days ago
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Azure and Snowflake Platform Architect
Luxoft
Canada
- Full-time
The architect will be responsible for defining integration patterns between SAP and non-SAP applications, establishing data-sharing frameworks, and leading enterprise-wide data…
Added 3 days ago
L
Azure and Snowflake Platform Architect
Luxoft
Canada
- Contract
The architect will be responsible for defining integration patterns between SAP and non-SAP applications, establishing data-sharing frameworks, and leading enterprise-wide data…
Added 3 days ago
L
Forward Deployed Engineer (Toronto)
LumApps
Toronto, ON
- Full-time
Enterprise Integration: Architect the middleware and custom connectors required to bridge LumApps with systems like SAP, Workday, or ServiceNow.
Added 3 days ago
O
Architecte intégrateur(trice)
Onepoint
Montreal, QC · Quebec, QC
- Full-time
Wepoint is the architect of major transformations for businesses and public sector organizations.
Added 3 days ago
W
Architecte intégrateur(trice)
Wepoint
Montreal, QC · Quebec, QC
- Full-time
Wepoint is the architect of major transformations for businesses and public sector organizations.
Added 3 days ago
A
Azure Enterprise Architect - Full Stack & AI Solutions (Canada)
Avanade
Toronto, ON
- Full-time
We are seeking a highly experienced Azure Enterprise Architect with a strong full stack engineering background and deep expertise in Microsoft Azure cloud architecture, enterprise…
Added 4 days ago
SP
Technical Architect Director - PubSec - Mulesoft Canada
Salesforce Partner Canada
Toronto, ON
- Full-time
…owns the strategy, architecture, and successful delivery of enterprise Data Foundation engagements for Salesforce Professional Services customers. Drawing on 15+ years of deep data…
Added 5 days ago
MI
Sap Basis and Security Specialist
Mercer International Inc.
Vancouver, BC
- Full-time
Reporting directly to and mentored by the SAP Senior Solutions Architect, this position offers a direct path for technical career progression into enterprise architecture. The Specialist…
Added 5 days ago
AC
SAP EWM Consultant
Avance Consulting
ON · Ontario, Canada
- Full-time
Should have at least two-three end to end implementation projects and at least one where performed as Solution Architect preferably at client location. Experience in multiple, full…
Added 5 days ago
2I
Sap Solutions Architect
2iSolutions Inc.
Oshawa, ON
- $90 to $100 CAD / hour
- Contract
Our large industrial client in Oshawa is looking to hire an SAP Solutions Architect to lead the SAP solution design across a portfolio of SAP modernization initiatives.. The role will…
Added 5 days ago
SO
SAP Solution Architect
Spirit Omega Inc.
Remote, Canada
- Contract
- Remote
OPG is seeking an experienced, hands-on SAP Solution Architect to lead solution design across a portfolio of SAP modernization initiatives. The role will provide end-to-end architecture…
Added 5 days ago
T
SAP Customer Solution Director
Talan
Montreal, QC
- $170,000 to $220,000 CAD / year
- Full-time
…delivery, you translate complex business challenges into an SAP solution that can be built, estimated and aligned with the client’s industry. You own process design and the industry…
Added 5 days ago
T
SAP Enterprise Architect
Talan
Toronto, ON
- $170,000 to $220,000 CAD / year
- Full-time
Reporting to the Principal Director, SAP Innovation and IP, the SAP Enterprise Architect defines and safeguards the end-to-end coherence of the SAP landscape and its connections to the…

SAP

Senior AI Machine Learning Engineer

Montreal, QC, Canada

Full-time

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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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