... machine learning infrastructure and agentic workflows. As a Backend Developer, you will: * Contribute to the development lifecycle, including coding, testing, and deployment * Analyze and help ...
... machine learning infrastructure and agentic workflows. As a Backend Developer, you will: * Contribute to the development lifecycle, including coding, testing, and deployment * Analyze and help ...
... machine learning infrastructure and agentic workflows. As a Backend Developer, you will: * Contribute to the development lifecycle, including coding, testing, and deployment * Analyze and help ...
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... machine learning infrastructure and agentic workflows. As a Backend Developer, you will: * Contribute to the development lifecycle, including coding, testing, and deployment * Analyze and help ...
We are seeking a Senior Machine Learning (ML) Research Scientist to join our team working on a ... Benchmark and optimize model performance and efficiency along with ML engineers to ensure the ...
We are seeking a Senior Machine Learning (ML) Research Scientist to join our team working on a ... Benchmark and optimize model performance and efficiency along with ML engineers to ensure the ...
$126.40 - $158/hr
Senior Software Engineer II - Machine Learning Platform We are seeking a Senior Software Engineer II to design and implement secure, highly scalable, and high‑performance pipelines for the ...
$126.40 - $158/hr
Senior Software Engineer II - Machine Learning Platform We are seeking a Senior Software Engineer II to design and implement secure, highly scalable, and high‑performance pipelines for the ...
Expérience avec des projets de Machine Learning (atout fort)
Expérience avec des projets de Machine Learning (atout fort)
About the role We are seeking a Research Scientist with a hybrid research-engineering mindset to ... machine learning in real-world biological discovery. A successful candidate will have most of the ...
About the role We are seeking a Research Scientist with a hybrid research-engineering mindset to ... machine learning in real-world biological discovery. A successful candidate will have most of the ...
... As a Senior ML Developer on the team, you will be responsible for leading/contributing to the ... Design and implement Machine Learning capabilities that improve Autodesk's RAG platforms * Perform ...
New
... As a Senior ML Developer on the team, you will be responsible for leading/contributing to the ... Design and implement Machine Learning capabilities that improve Autodesk's RAG platforms * Perform ...
New
$100 - $130/hr
In 1984, we started out as a team of three engineers. Today, we have grown to become a global ... What you will do Bring deep expertise in machine learning and applied AI, and you are energized by ...
$100 - $130/hr
In 1984, we started out as a team of three engineers. Today, we have grown to become a global ... What you will do Bring deep expertise in machine learning and applied AI, and you are energized by ...
We are seeking a senior distributed machine learning (ML) research developer to join our team working on a novel AI safety agenda. In this role, you will work closely with ML research scientists to ...
We are seeking a senior distributed machine learning (ML) research developer to join our team working on a novel AI safety agenda. In this role, you will work closely with ML research scientists to ...
As a Senior II Applied Scientist on Coveo's Knowledge AI team, you will help build the language ... Collaborate closely with machine learning developers and the machine learning platform team to ...
Quick apply
As a Senior II Applied Scientist on Coveo's Knowledge AI team, you will help build the language ... Collaborate closely with machine learning developers and the machine learning platform team to ...
As a Senior II Applied Scientist on Coveo's Knowledge AI team, you will help build the language ... Collaborate closely with machine learning developers and the machine learning platform team to ...
Quick apply
As a Senior II Applied Scientist on Coveo's Knowledge AI team, you will help build the language ... Collaborate closely with machine learning developers and the machine learning platform team to ...
Senior Data Scientist
Montreal, QC · On-site
The ideal candidate will combine strong expertise in machine learning, statistical modeling ... Work closely with engineering teams to productionize models and analytical pipelines * Ensure ...
Senior Data Scientist
Montreal, QC · On-site
The ideal candidate will combine strong expertise in machine learning, statistical modeling ... Work closely with engineering teams to productionize models and analytical pipelines * Ensure ...
Senior Data Scientist - Computer Vision
Montreal, QC · On-site +1
... engineering, and business constraints and questions into actionable data science problems ... Coach and provide feedback to members of the Data Science and Machine Learning team, fostering ...
Senior Data Scientist - Computer Vision
Montreal, QC · On-site +1
... engineering, and business constraints and questions into actionable data science problems ... Coach and provide feedback to members of the Data Science and Machine Learning team, fostering ...
The Role As one of our Principal ML Engineer's, you'll be a key technical leader and thought leader, shaping our ML strategy and building intelligent, high-performance multi-agent systems that ...
Quick apply
The Role As one of our Principal ML Engineer's, you'll be a key technical leader and thought leader, shaping our ML strategy and building intelligent, high-performance multi-agent systems that ...
We are seeking a Senior ML Data Processing Developer to participate in the development, curation ... Sitting at the intersection of data engineering, data curation, and machine learning, you will own ...
We are seeking a Senior ML Data Processing Developer to participate in the development, curation ... Sitting at the intersection of data engineering, data curation, and machine learning, you will own ...
Senior Software Engineer
Montreal, QC · On-site +1
The Senior Software Engineer on the Algorithm Team plays a key role in designing, building, and ... Collaborate closely with data scientists and machine learning engineers to productionize advanced ...
Senior Software Engineer
Montreal, QC · On-site +1
The Senior Software Engineer on the Algorithm Team plays a key role in designing, building, and ... Collaborate closely with data scientists and machine learning engineers to productionize advanced ...
The Role As one of our Principal ML Engineer's, you'll be a key technical leader and thought leader, shaping our ML strategy and building intelligent, high-performance multi-agent systems that ...
The Role As one of our Principal ML Engineer's, you'll be a key technical leader and thought leader, shaping our ML strategy and building intelligent, high-performance multi-agent systems that ...
... Machine Learning. Le rôle du programmeur principal en C++ avec une expérience en IA/ML est ... Programmer de manière claire et structurée en respectant les exigences de performance, de ...
Quick apply
... Machine Learning. Le rôle du programmeur principal en C++ avec une expérience en IA/ML est ... Programmer de manière claire et structurée en respectant les exigences de performance, de ...
Computer Vision/ML Engineer
Montreal, QC · On-site
Master's or PhD degree in Machine learning / Computer vision * Strong fundamentals: data structures, CV algorithms, and systems programming * Strong C++ skills - this is critical for our edge ...
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Computer Vision/ML Engineer
Montreal, QC · On-site
Master's or PhD degree in Machine learning / Computer vision * Strong fundamentals: data structures, CV algorithms, and systems programming * Strong C++ skills - this is critical for our edge ...
Staff Deep Learning Engineer - Ingénieur(e) principal(e) expert(e) en apprentissage profond (niveau
Montreal, QC · On-site
Apply cutting-edge research in machine learning and computer graphics to solve real-world problems ... Nous sommes à la recherche d'un(e) ingénieur(e) principal(e) en apprentissage profond ayant de ...
Staff Deep Learning Engineer - Ingénieur(e) principal(e) expert(e) en apprentissage profond (niveau
Montreal, QC · On-site
Apply cutting-edge research in machine learning and computer graphics to solve real-world problems ... Nous sommes à la recherche d'un(e) ingénieur(e) principal(e) en apprentissage profond ayant de ...
Senior Machine Learning Engineer information
What are some common challenges Senior Machine Learning Engineers face when deploying models to production, and how can they be addressed?
Senior Machine Learning Engineers often encounter challenges related to model scalability, maintaining performance in real-world scenarios, and ensuring reliable integration with existing systems. Addressing these challenges typically involves thorough testing, implementing robust monitoring for model drift, and collaborating closely with DevOps and software engineering teams to streamline deployment pipelines. Staying updated on best practices in MLOps and adopting tools for automated deployment and monitoring can greatly improve the reliability and efficiency of production models.
What does a Senior Machine Learning Engineer do?
A Senior Machine Learning Engineer designs, develops, and implements machine learning models to solve complex problems. They are responsible for selecting appropriate algorithms, preprocessing data, and optimizing model performance. Additionally, they collaborate with data scientists, software engineers, and product teams to integrate machine learning solutions into production systems. Senior engineers also mentor junior team members and contribute to setting technical direction for machine learning projects.
What are the key skills and qualifications needed to thrive as a Senior Machine Learning Engineer, and why are they important?
To thrive as a Senior Machine Learning Engineer, you need advanced knowledge of machine learning algorithms, statistical modeling, and programming languages like Python or Java, typically supported by a degree in computer science or a related field. Experience with frameworks and tools such as TensorFlow, PyTorch, scikit-learn, and cloud platforms, as well as familiarity with version control and CI/CD systems, is essential. Strong problem-solving, communication, and leadership skills help you collaborate effectively and mentor junior team members. These capabilities are crucial for designing scalable ML solutions and driving impactful results within complex, dynamic projects.
What is the difference between Senior Machine Learning Engineer vs Data Scientist?
| Aspect | Senior Machine Learning Engineer | Data Scientist |
|---|---|---|
| Required Credentials | Bachelor's/Master's in CS, ML, or related; experience with ML frameworks | Bachelor's/Master's in CS, Statistics, or related; strong analytical skills |
| Work Environment | Develops and deploys ML models in production systems | Analyzes data, builds models, and provides insights |
| Industry Usage | Tech, finance, healthcare, e-commerce | Research, finance, marketing, tech |
While both roles require strong technical skills and knowledge of machine learning, Senior Machine Learning Engineers focus more on deploying scalable ML solutions in production environments, whereas Data Scientists primarily analyze data and develop models for insights. The roles often overlap but differ in their core responsibilities and focus areas.
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What are popular job titles related to Senior Machine Learning Engineer jobs in Quebec? For Senior Machine Learning Engineer jobs in Quebec, the most frequently searched job titles are:
What job categories do people searching Senior Machine Learning Engineer jobs in Quebec look for? The top searched job categories for Senior Machine Learning Engineer jobs in Quebec are:
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Posted 8 days ago
Job description
Build the backbone of AI at scale
Want to see your work power millions of machine learning predictions every day? Join our Machine Learning Platform team and help bring models, including Large Language Models (LLMs), into production in a reliable and scalable way.
You'll contribute to a platform that trains thousands of models and serves hundreds of millions of queries daily, while growing your expertise in distributed systems, machine learning infrastructure and agentic workflows.
As a Backend Developer, you will:- Contribute to the development lifecycle, including coding, testing, and deployment
- Analyze and help improve the ease of use, observability and reliability of our AI platform
- Participate in maintaining services handling millions of requests and LLM calls per day
- Collaborate with applied scientists, data engineers, and developers to integrate agentic applications into production
- Contribute to evolving our AI platform to support the growth and scale of agentic workflows for Coveo users
- Suggest improvements to existing processes and use AI coding tools to support your development workflow
- 5+ years of experience in backend development in a cloud environment (Python or Java/Spring preferred, AWS an asset)
- Good understanding of distributed systems and scalable application design
- Ability to solve problems and debug systems with guidance when needed
- Comfortable learning new tools, technologies, and best practices
- Familiarity with Terraform, AWS Bedrock, OpenSearch serverless or other vector databases, LiteLLM or other LLM inference gateways
- Exposure to machine learning workflows or agentic workflows
- Interest in scalable backend services, large-scale realtime systems, agentic workflows and applications or realtime inference at scale
You don't need to check every single box; passion goes a long way and we appreciate that skillsets are transferable.
Send us your application, we want to hear from you!
Join the Coveolife!
We encourage all qualified candidates to apply regardless of, for example, age, gender, disability, gaps in CV, national or ethnic background.
This job description was written by humans, assisted by AI. We may leverage technology in our hiring process to help us see the person behind the resume.
Coveo is committed to providing accessible employment practices. If you require accommodation due to a disability at any point during the recruitment process, please contact HR@Coveo.com to discuss your needs.