Help evolve existing methodologies and develop new techniques for initiatives that span across ... maintenance of Machine Learning systems * Advanced proficiency in Python and Object-Oriented ...
Help evolve existing methodologies and develop new techniques for initiatives that span across ... maintenance of Machine Learning systems * Advanced proficiency in Python and Object-Oriented ...
Our goal is to create new ways of working, new economic models, and smarter environments. In nearly ... Developper et optimiser des modeles d'IA et de machine learning pour repondre a des besoins ...
Our goal is to create new ways of working, new economic models, and smarter environments. In nearly ... Developper et optimiser des modeles d'IA et de machine learning pour repondre a des besoins ...
Our goal is to create new ways of working, new economic models, and smarter environments. In nearly ... Developper et optimiser des modeles d'IA et de machine learning pour repondre a des besoins ...
Our goal is to create new ways of working, new economic models, and smarter environments. In nearly ... Developper et optimiser des modeles d'IA et de machine learning pour repondre a des besoins ...
Share your knowledge about AI Safety and help researchers and engineers at LawZero better design and implement new ML algorithms and experiments. Skills and qualifications * A PhD in machine learning ...
Share your knowledge about AI Safety and help researchers and engineers at LawZero better design and implement new ML algorithms and experiments. Skills and qualifications * A PhD in machine learning ...
Senior Data Engineer
Montreal, QC · Remote
... enable new capabilities and accelerate product delivery. Contributing to the evolution of our data platform architecture as we continue to scale our products, customers, and machine learning ...
Quick apply
Senior Data Engineer
Montreal, QC · Remote
... enable new capabilities and accelerate product delivery. Contributing to the evolution of our data platform architecture as we continue to scale our products, customers, and machine learning ...
Design, train, and optimize machine learning models that address strategic business needs ... new skills throughout your career. Resources such as the Data Academy, language training, the ...
Design, train, and optimize machine learning models that address strategic business needs ... new skills throughout your career. Resources such as the Data Academy, language training, the ...
Translate complex AI and machine learning concepts into accessible, engaging content tailored to ... Comfortable challenging assumptions, proposing new ideas, and contributing strategically beyond ...
Translate complex AI and machine learning concepts into accessible, engaging content tailored to ... Comfortable challenging assumptions, proposing new ideas, and contributing strategically beyond ...
Généraliste 3D (IA Focus)
Montreal, QC · On-site
Prototype new AI-driven creative workflows * Diagnose and resolve pipeline issues, and optimize performance * Potentially fine-tune or deploy machine learning models for internal use Qualifications ...
Quick apply
Généraliste 3D (IA Focus)
Montreal, QC · On-site
Prototype new AI-driven creative workflows * Diagnose and resolve pipeline issues, and optimize performance * Potentially fine-tune or deploy machine learning models for internal use Qualifications ...
Utilize machine learning and advanced statistical methods to identify trends and patterns in ... new member of our growing team. We are an equal opportunity employer At Intact, our Value of ...
Utilize machine learning and advanced statistical methods to identify trends and patterns in ... new member of our growing team. We are an equal opportunity employer At Intact, our Value of ...
Utilize machine learning and advanced statistical methods to identify trends and patterns in ... new member of our growing team. We are an equal opportunity employer At Intact, our Value of ...
Utilize machine learning and advanced statistical methods to identify trends and patterns in ... new member of our growing team. We are an equal opportunity employer At Intact, our Value of ...
Senior Data Scientist
Montreal, QC · On-site
Whether you're pioneering new digital solutions, challenging conventional thinking or building the ... Apply machine learning and AI methods to support classification, scoring, summarization, pattern ...
Senior Data Scientist
Montreal, QC · On-site
Whether you're pioneering new digital solutions, challenging conventional thinking or building the ... Apply machine learning and AI methods to support classification, scoring, summarization, pattern ...
Sitting at the intersection of data engineering, data curation, and machine learning, you will own ... new data sources. * Design and maintain strict leakage detection mechanisms to guard against ...
Sitting at the intersection of data engineering, data curation, and machine learning, you will own ... new data sources. * Design and maintain strict leakage detection mechanisms to guard against ...
Experience developing data and machine learning pipelines. * Experience in Insurance domain. #LI-Hybrid Il s'agit d'un nouveau role au sein de notre equipe en pleine croissance | This role is a new ...
Experience developing data and machine learning pipelines. * Experience in Insurance domain. #LI-Hybrid Il s'agit d'un nouveau role au sein de notre equipe en pleine croissance | This role is a new ...
Experience developing data and machine learning pipelines. * Experience in Insurance domain. #LI-Hybrid Il s'agit d'un nouveau role au sein de notre equipe en pleine croissance | This role is a new ...
Experience developing data and machine learning pipelines. * Experience in Insurance domain. #LI-Hybrid Il s'agit d'un nouveau role au sein de notre equipe en pleine croissance | This role is a new ...
... NLP, Machine Learning, and quantitative techniques to improve surveillance and compliance ... new AI/ML/NLP capabilities. * Champion innovative approaches to improve detection of suspicious ...
... NLP, Machine Learning, and quantitative techniques to improve surveillance and compliance ... new AI/ML/NLP capabilities. * Champion innovative approaches to improve detection of suspicious ...
Director, Evaluations
Montreal, QC · On-site +1
Oversee the design and construction of new datasets, tasks, and virtual or interactive environments ... An advanced degree (MSc or higher) in machine learning, computer science, or a closely related ...
Director, Evaluations
Montreal, QC · On-site +1
Oversee the design and construction of new datasets, tasks, and virtual or interactive environments ... An advanced degree (MSc or higher) in machine learning, computer science, or a closely related ...
Support the development of new decision-making technologies leveraging advanced machine learning, deep learning and artificial intelligence techniques * Engage in hands-on consulting work, including ...
Support the development of new decision-making technologies leveraging advanced machine learning, deep learning and artificial intelligence techniques * Engage in hands-on consulting work, including ...
Support the development of new decision-making technologies leveraging advanced machine learning, deep learning and artificial intelligence techniques * Engage in hands-on consulting work, including ...
Support the development of new decision-making technologies leveraging advanced machine learning, deep learning and artificial intelligence techniques * Engage in hands-on consulting work, including ...
Basic understanding of machine learning and artificial intelligence is a nice to have ... new member of our growing team. We are an equal opportunity employer At Intact, our Value of ...
Basic understanding of machine learning and artificial intelligence is a nice to have ... new member of our growing team. We are an equal opportunity employer At Intact, our Value of ...
Basic understanding of machine learning and artificial intelligence is a nice to have ... new member of our growing team. We are an equal opportunity employer At Intact, our Value of ...
Basic understanding of machine learning and artificial intelligence is a nice to have ... new member of our growing team. We are an equal opportunity employer At Intact, our Value of ...
New Grad Machine Learning information
What is a new grad machine learning?
New Grad Machine Learning roles are entry-level positions designed for recent graduates who have studied machine learning, artificial intelligence, data science, or related fields. These positions typically involve working with experienced data scientists and engineers to develop, implement, and improve machine learning models and algorithms. New grads in these roles often contribute to projects involving data preprocessing, model training, evaluation, and deployment. The goal is to help new graduates gain hands-on experience and grow their skills in a real-world setting while contributing to the organization's AI initiatives.
What skills and qualifications are needed to thrive as a new grad machine learning?
To thrive as a New Grad Machine Learning Engineer, you need a solid foundation in mathematics, statistics, and programming (especially Python), typically supported by a degree in computer science or a related field. Familiarity with machine learning frameworks such as TensorFlow or PyTorch, version control systems like Git, and coursework or certification in data science are highly beneficial. Strong problem-solving abilities, curiosity, and effective communication skills help you collaborate and convey complex technical concepts to diverse teams. These skills and qualities are essential for developing innovative models, ensuring project success, and integrating seamlessly into fast-paced tech environments.
What challenges do new graduates face when starting out in a machine learning role, and how can they overcome them?
New grad machine learning engineers often encounter challenges such as bridging the gap between academic knowledge and practical, production-level projects. Adapting to real-world data issues, collaborating with cross-functional teams, and understanding scalable deployment can be daunting at first. To overcome these, it's helpful to seek mentorship, proactively ask questions, and dedicate time to learning best practices in code versioning, model evaluation, and team communication. Engaging in code reviews and participating in team discussions can also accelerate the learning curve and foster professional growth.
What is the difference between New Grad Machine Learning vs Data Scientist?
| Aspect | New Grad Machine Learning | Data Scientist |
|---|---|---|
| Required Credentials | Bachelor's in CS, Data Science, or related field; some internships | Bachelor's or Master's in CS, Statistics, or related; some experience |
| Work Environment | Entry-level, team-focused, research and development | Data analysis, modeling, cross-functional collaboration |
| Employer & Industry Usage | Tech companies, startups, research labs | Tech, finance, healthcare, consulting firms |
New Grad Machine Learning roles typically focus on foundational skills, internships, and entry-level tasks, while Data Scientist positions often require more experience in data analysis and statistical modeling. Both roles are common in tech industries, but Data Scientists usually handle broader data analysis responsibilities.
Développeur en apprentissage automatique III / Machine Learning Developer III
Montreal, QC
Full-time
Re-posted yesterday
Trane Technologies rating
8.1
Based on 301 frontline employees who took The Breakroom Quiz
116th of 544 rated manufacturers
Job description
Be a part of our mission! As a world leader in creating comfortable, sustainable, and efficient climate solutions for buildings, homes and transportation, it's our responsibility to put the planet first. For us at Trane Technologies, and through our businesses including Trane® and Thermo King, sustainability is not just how we do business—it is our business. Do you dare to look at the world's challenges and see impactful possibilities? Do you want to contribute to making a better future? If the answer is yes, we invite you to consider joining us in boldly challenging what's possible for a sustainable world.
Learn about our benefits designed for you to Thrive at work and at home.
We boldly go.
Where is the work:
Our BrainBox AI Workplace Presence model dedicates specific in-office days each month to focus on relationships, learning and innovation.Ce que vous ferez :
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Mise en œuvre de cadres : Participer activement à la conception et à l’implantation concrète de cadres d’IA évolutifs adaptés aux projets actuels et futurs de BrainBox AI.
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Déploiement de modèles : Collaborer étroitement avec les ingénieurs et chercheurs en AA afin de combler l’écart entre un modèle entraîné et un service déployé, en résolvant les frictions d’ingénierie liées à la mise en production.
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Surveillance et détection de dérive : Concevoir et déployer le « système immunitaire » de nos modèles — des systèmes qui suivent la dégradation des performances et détectent de façon proactive la dérive des données et des concepts.
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Soutien technique et programmation : Agir comme ressource de haut niveau en programmation d’IA et fournir un soutien technique à l’équipe élargie afin d’assurer l’atteinte précise des jalons de projet.
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Initiatives interfonctionnelles : Faire évoluer les méthodologies existantes et développer de nouvelles techniques pour des initiatives couvrant différentes fonctions d’ingénierie et de recherche.
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Intelligence des données : Repérer et interpréter des tendances complexes dans les ensembles de données afin d’optimiser la performance des algorithmes selon les besoins d’affaires réels.
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Excellence du code : Rédiger un code exceptionnellement propre, testable et facile à déboguer. Promouvoir la documentation et les meilleures pratiques de développement logiciel tout au long du cycle de vie de l’AA.
Ce dont vous aurez besoin pour réussir :
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Baccalauréat ou maîtrise en génie logiciel, en informatique ou équivalent.
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De 5 à 8+ ans d’expérience en génie logiciel, avec une forte spécialisation dans le déploiement et la maintenance de systèmes d’apprentissage automatique.
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Maîtrise avancée de Python et de la programmation orientée objet (POO), essentielle.
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Solide expérience des environnements AWS (Lambda, SageMaker, tables Glue, SQS/SNS, API Gateway, CloudWatch) et gestion des rôles IAM pour des déploiements sécurisés.
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Expertise avec pytest et les cadres de tests unitaires afin d’assurer la fiabilité du code.
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Connaissance approfondie des environnements Linux et forte propension à automatiser les tâches et flux de travail répétitifs.
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Bonne compréhension des modèles de déploiement en AA et des architectures LLM actuelles.
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Capacité à expliquer efficacement des concepts d’ingénierie complexes à des collègues aux profils techniques variés.
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Membre d’équipe proactif agissant comme personne-ressource, partageant ses connaissances et résolvant efficacement les problèmes liés aux modèles.
Exigences linguistiques
Le bilinguisme français-anglais est requis.
En plus de la maîtrise du français, les personnes retenues doivent posséder une compétence professionnelle complète en anglais afin de soutenir et de collaborer avec des clients, collègues et/ou divers intervenants anglophones.
***English Follows
What you will do:
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Framework Implementation: Actively participate in the design and hands-on implementation of scalable AI frameworks tailored for BrainBox AI’s ongoing and future projects.
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Model Deployment: Partner closely with ML engineers and researchers to bridge the gap between a trained model and a deployed service, solving the engineering "friction" that arises during productionization.
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Monitoring & Drift Detection: Build and deploy the "immune system" for our models—systems that track performance decay and proactively detect data and concept drift.
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Technical Support & Programming: Serve as a high-level resource in AI programming, providing technical support to the broader team to ensure project milestones are met with precision.
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Cross-Functional Initiatives: Help evolve existing methodologies and develop new techniques for initiatives that span across different engineering and research functions.
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Data Intelligence: Identify and interpret complex patterns within datasets to refine and enhance algorithm performance based on real-world business requirements.
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Code Excellence: Write exceptionally clean, testable, and debuggable code. You will be a champion for documentation and software development best practices within the ML lifecycle.
What you will need to be successful:
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Bachelor’s or Master’s in Software Engineering, Computer Science, or equivalent.
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5-8+ years of experience in software engineering, with a significant focus on the deployment and maintenance of Machine Learning systems
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Advanced proficiency in Python and Object-Oriented Programming (OOP) is non-negotiable.
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Strong experience in AWS environments (Lambdas, SageMaker, Glue Tables, SQS/SNS, API Gateway, CloudWatch) and navigating IAM roles for secure deployments.
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Expert-level familiarity with pytest and unit testing frameworks to ensure code reliability.
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Deep knowledge of Linux environments and a natural instinct to automate repetitive tasks and workflows.
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A strong understanding of ML model deployment patterns and current LLM architectures.
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Ability to effectively communicate complex engineering concepts to colleagues with diverse technical backgrounds.
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A proactive teammate who acts as a "resource person" for others, sharing knowledge and troubleshooting model issues effectively.
Language Requirements
French-English bilingualism is required.
In addition to fluency in French, successful candidates must have full professional proficiency in English in order to support and collaborate with English-speaking clients, colleagues and/or various stakeholders.
Annual Base Salary Range or Hourly Base Pay Range:
$111,308.33 - $155,435.00Compensation Type:
SalaryIncentive Eligible:
YesSales Commission Eligible:
NoDisclaimer: We strive to provide competitive compensation for this position, tailored to a variety of factors. The actual compensation will depend on elements such as seniority, merit, geographic location, education, experience, travel requirements, and union designation. Our compensation range is generally based on the national average for the country. Additionally, benefits may vary depending on the region, business alignment, union involvement, and employee status.
We offer competitive compensation and comprehensive benefits and programs. We are an equal opportunity employer; all qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, pregnancy, age, marital status, disability, status as a protected veteran, or any legally protected status.
What Trane Technologies employees say
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Benefits
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About Trane Technologies
Sourced by ZipRecruiter
At Trane Technologies and through our businesses including Trane® and Thermo King®, we create innovative climate solutions for buildings, homes, and transportation that challenge what's possible for a sustainable world. We're a team that dares to look at the world's challenges and see impactful possibilities. We believe in a better future when we uplift others and enable our people to thrive at work and at home. We boldly go.
Industry
Industrial machinery manufacturing and machinery manufacturing
Company size
10,000+ Employees
Headquarters location
Davidson, NC, US