Expert Machine Learning Engineer / Ingenieur expert en apprentissage automatique
- SAP
- Montreal, Quebec
- Full Time
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.
Machine Learning Engineer Expert
About the Role
We are seeking a highly motivated Machine Learning Engineer Expert to join our team and work directly with customers on challenging business problems. In this role, you will apply advanced machine learning and data science techniques to develop rapid prototypes, deliver business value, and push the boundaries of what is possible with AI. You will work across customer projects, strategic product development, and research initiatives making a real-world impact from day one.
This position is ideal for a seasoned AI professional with a strong technical foundation, business acumen, and a passion for bridging research innovation with practical business applications. In this position, you will work on cutting-edge AI projects with direct customer impact.
What Youll Do
Collaborating with product & engineering leaders, executives, customers and other senior stakeholders, you will plan, direct, and deliver prototype and production grade AI solutions for strategic business problems.
- Mathematical Modeling & Algorithm Design
- Translate complex business problems into mathematical or computational models.
- Design, implement, and optimize machine learning algorithms and data mining workflows
- Rapid Prototyping & Customer Engagement
- Collaborate directly with customers to understand business needs, define requirements, and deliver proof-of-concept as well as production-grade AI solutions
- Build, integrate, and test AI-driven prototypes and applications for real-world use cases
- AI Development & Research
- Support internal teams by designing and implementing novel machine learning algorithms
- Apply recent research breakthroughs to practical problems to create measurable business value
- Contribute to continuous improvement of system scalability, performance, and explainability
- Communication & Collaboration
- Clearly communicate complex results and insights to both technical and non-technical stakeholders
- Visualize and document findings to ensure transparency and reproducibility
- Work cross-functionally with product, engineering, and research teams to drive AI adoption
Due to the global nature of the team and the customers we serve, the team is completely results-oriented, where team members work during their own local working hours while allowing time to meet with their fellow team members, managers, and customers at mutually convenient times.
Application Requirement :
English-language resumes are required for this position. Please submit your application details (resume/cover letter) in English.
What You Bring
- Education & Experience
- Masters degree or PhD in Computer Science, Applied Mathematics, Statistics, Engineering, or related field
- 10+ years of experience in machine learning, data science, or AI research (industry, research lab, or advanced academic projects)
- Technical Skills
- Strong background in machine learning, deep learning, data mining, and/or optimization
- Proficiency with Python and machine learning libraries (e.g., PyTorch, TensorFlow, scikit-learn)
- Extensive experience working with real-world datasets, data preprocessing, and model deployment
- Expertise working with cloud environments (AWS, Azure, GCP)
- Core Competencies
- Ability to translate abstract business challenges into concrete AI solutions
- Strong analytical, problem-solving, and mathematical modeling skills
- Curiosity and initiative in exploring new AI techniques and applications
- Ability to collect and process necessary data utilizing big data infrastructures and data processing/transformation tools such as Databricks
- Write production-grade Python code
- Excellent communication and collaboration skills, especially in customer-facing environments
- Commitment to ethical and explainable AI practices
- Significant experience with agile software development methods
Meet Your Team
The Intelligence Team within Application AI is the team responsible for performing advanced R&D and AI application development for SAP Business Suite Finance & Spend . Our solutions work across SAP business applications to deliver on the companys suite-first, AI-first promise. We are a group of globally distributed AI scientists that collaborate in a multidisciplinary environment with customers, product managers, and full-stack engineers. In this role, you will gain exposure to diverse problem domains; no two projects are the same. We foster a culture of innovation where new ideas are encouraged and valued.
French Job Description
Ingenieur expert en apprentissage automatique
A propos du role
Nous recherchons un(e) Ingenieur(e) expert(e) en apprentissage automatique hautement motive(e). Il ou elle rejoindra notre equipe et travaillera directement avec les clients pour resoudre des problemes compliques. A ce poste, vous appliquerez des techniques avancees en matiere dapprentissage automatique et de science des donnees, pour developper des prototypes rapidement, generer de la valeur et repousser les limites du possible avec lIA. Vous interviendrez sur les divers projets clients, le developpement de produits strategiques et des initiatives de recherche aboutissant a des resultats concrets des le jour 1.
Le candidat ideal sera un(e) professionnel(le) experimente(e) dans lIA, ayant des acquis techniques solides, le sens des affaires et un fort desir de rapprocher innovation theorique et applications pratiques. A ce poste, vous travaillerez sur des projets dIA de pointe qui changent la donne pour les clients.
Votre role
En collaboration avec les responsables produits et ingenierie, les cadres dirigeants, les clients et dautres parties prenantes haut places, vous planifierez, dirigerez et livrerez des solutions dIA aux stades du prototypage et de la production pour resoudre des problemes strategiques.
- Modelisation mathematique et conception dalgorithmes
- Creer des modeles mathematiques ou de calcul en reponse a des problemes complexes
- Concevoir, implementer et optimiser des algorithmes dapprentissage automatique et des flux dexploration des donnees
- Prototypage rapide et relations avec les clients
- Collaborer directement avec les clients pour comprendre les besoins, definir les exigences et presenter des demonstrations de faisabilite ainsi que des solutions dIA au stade de la production
- Creer, integrer et tester des prototypes et applications pilotes par lIA pour des cas dutilisation concrets
- Developpement de lIA et recherches connexes
- Aider les equipes internes a concevoir et implementer des algorithmes dapprentissage automatique novateurs
- Appliquer les recentes decouvertes a des problemes pratiques afin de creer une valeur mesurable
- Contribuer a lamelioration continue en ce qui concerne levolutivite, la performance et lexplicabilite des systemes
- Collaboration et communication
- Communiquer clairement des resultats et renseignements complexes aux parties prenantes techniques et non techniques
- Detecter et documenter les resultats pour garantir la transparence et la reproductibilite
- Travailler de maniere transversale avec les equipes de produits, dingenierie et de recherche pour favoriser ladoption de lIA
En raison du caractere international de lequipe et de nos clients, les membres de lequipe sont pleinement orientes vers les resultats : ils travaillent durant les heures douverture locales, tout en se menageant du temps pour sentretenir avec les autres membres de lequipe, les responsables et les clients a des creneaux fixes dun commun accord.
Exigence de candidature :
Pour ce poste, les CV doivent etre rediges en anglais. Veuillez envoyer votre candidature (CV/lettre de motivation) en anglais.
Votre profil
- Formation et experience
- Maitrise ou doctorat en informatique, mathematiques appliquees, statistiques, ingenierie ou dans un domaine lie
- Au moins 10 ans dexperience dans lapprentissage automatique, la science des donnees ou la recherche en matiere dIA (projets sectoriels, en laboratoire de recherche ou academiques avances)
- Competences techniques
- Solide experience en apprentissage automatique, apprentissage profond, exploration des donnees et/ou optimisation
- Maitrise de Python et des bibliotheques dapprentissage automatique (par exemple, PyTorch, TensorFlow, scikit-learn)
- Vaste experience de travail avec des jeux de donnees reels, le pre-traitement des donnees et le deploiement de modeles
- Expertise dans lutilisation des environnements infonuagiques (AWS, Azure, GCP)
- Competences essentielles
- Capacite a livrer des solutions dIA concretes en reponse a des problemes abstraits
- Competences avancees en matiere danalyse, de resolution des problemes et de modelisation mathematique
- Curiosite et propension a explorer de nouvelles techniques dIA et applications
- Capacite a recueillir et traiter les donnees necessaires en recourant aux infrastructures des megadonnees et a des outils de traitement/transformation des donnees tels que Databricks
- Codage en Python au stade de la production
- Excellentes competences en communication et collaboration, en particulier au contact de la clientele
- Engagement a adopter des pratiques ethiques et explicables en matiere dIA
- Experience significative dans les methodes de developpement de logiciels agile
Votre equipe
L equipe en charge de lintelligence (Intelligence Team), au sein de SAP Application AI, est responsable des activites de R&D avancees et du developpement dapplications IA pour la partie Finances et Depenses de SAP Business Suite . Fideles a la promesse de notre societe de privilegier lIA et les suites, nos solutions couvrent toutes les applications metier de SAP. Notre groupe dexperts specialises dans lIA, repartis dans le monde entier, collaborent dans un environnement pluridisciplinaire avec des clients, des responsables produits et des ingenieurs generalistes. A ce poste, vous serez confronte a divers domaines posant probleme, et aucun projet ne sera identique. Nous pronons une culture de linnovation, dans laquelle chaque nouvelle idee est encouragee et valorisee.
#SAPAICareers #SAPAIAPP
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
SAPs 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.
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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 SAPs 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 ...00CAD . 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: 450465 | Work Area: Software-Design and Development | Expected Travel: 0 - 10% | Career Status: Professional | Employment Type: Regular Full Time | Additional Locations: #LI-Hybrid