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Senior Developer - Machine Learning Platform
- Montreal (Province of Quebec, Canada)
- Software Development
- Full-time
- Remote or Hybrid
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Streamline the deployment of Machine Learning models
As a Senior Developer on the Machine Learning team, you’ll play a key role in supporting other ML teams with the deployment and integration of ML models, including Large Language Models (LLMs), into existing infrastructure. Our team has built a mission-critical platform that trains thousands of models and serves over 100M model queries daily. This is your chance to accelerate AI innovation at Coveo by enhancing our ML platform’s capabilities to safely deploy, serve, and test models at scale.
As part of this team, you will develop, optimize and implement automated processes that facilitate model deployment, while ensuring scalability, reliability and performance. Are you driven by the challenge of expanding the capabilities of our machine learning platform? Then this is the opportunity for you!
Here’s what you’ll be responsible for:
- Contribute to every stage of the development lifecycle, from design and coding to automated testing and deployment.
- Design and implement scalable solutions to enhance operational efficiency and streamline automated deployments.
- Investigate and improve the performance, scalability, and efficiency of our platform infrastructure.
- Ensure high availability and reliability of services handling millions of requests per day.
- Contribute to the architecture and evolution of our platform by bringing forward innovative ideas.
- Collaborate with applied scientists, data engineers, and software developers to integrate models seamlessly into the existing infrastructure.
Here is what will qualify you for the role:
- 5+ years of experience in backend development in a cloud environment (Java/Spring preferred, AWS an asset).
- Strong understanding of building scalable and resilient distributed systems, with experience producing reusable code within complex infrastructures for large-scale applications.
- A problem-solving mindset, with the resourcefulness to analyze, optimize, and debug large-scale systems while continuously embracing a growth-oriented approach
Here is what would make you stand out:
- Familiarity with Terraform & Kubernetes for infrastructure automation and container orchestration.
- Experience with open-source ML serving frameworks.
Do you think you can bring this role to life? Send us your application, we want to get to know 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. We know that applying for a new role is a lot of work and we really appreciate your time.
#li-hybrid
Absolutely! This is a question women and under-represented groups ask themselves more often than the rest of the population. Don't underestimate yourself, we are not looking for someone perfect but for someone who is motivated, capable and who will thrive in this position. Allow us to discover you!
Coveo is a Quebec-based company, pioneer in AI-powered search and recommendations. Coveo uses AI technologies and intelligent search to personalize every digital experience for customers, partners, dealers, and employees. Coveo combines unified content, unified interactions behavioral data and machine learning to deliver relevant information and recommendations across every business interaction, making websites, e-commerce, contact centers and intranets efficient, effortless, content-rich, thus boosting conversion.
If it were easy, someone else would have done it. All of our colleagues at Coveo find the drive to continuously seek new challenges and test roads no one else has ever explored. This ethos has allowed us to become a world leader in an innovative industry and to create a collaborative, diverse and trusting place to work filled with amazingly talented and passionate people. We love a good challenge, and we never say no to an opportunity to learn and develop new cutting-edge skills. Discover our values here
In-person
This role requires you to be in the office full-time, whether it be at our Quebec, Montreal, Weert, or London locations. Our modern infrastructures are designed to enhance cross-team collaboration and promote overall well-being.
Hybrid
Our offices in Quebec City, Montreal, London and Weert are designed to foster collaboration and your well-being. We gather there on our pillar days two times a week to strengthen in-person interactions and encourage creativity, all while providing you with the flexibility of a hybrid environment.
Remote
We hire from all over the world because the diversity of backgrounds fuels our continuous innovation. Our benefits will enable you to work comfortably from home, but you may be required to travel to attend our in-person team-building events.
