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Contribute to our MLOps practices for Generative AI
As a Staff developer, you will be the MLOps expert in the ML platform team and play a leading role in supporting the teams of applied scientists responsible for creating and training Large Language Models (LLMs) and other ML models at scale. The team developed a crucial platform that trains thousands of models and serves around 100M model queries daily. This role is an opportunity to participate in accelerating AI innovation at Coveo by developing the exploration, experimentation and deployment capabilities of our ML Platform.
As part of the MLOps team at Coveo, you will:
- Provide end to end tooling from data exploration to production deployment
- Facilitate development, deployment, monitoring and debugging of machine learning models
- Abstract complexity to serve ML models in an efficient, robust and multi-region way
- Establish MLOps good practices and spread them across our community of ML practitioners
- Setup monitoring solutions to assess model and data drifts
You could be a fit for this role if:
- You're a seasoned senior or staff developer with experience in building complex software and designing large distributed systems in the cloud (AWS an asset)
- You have acquired considerable MLOps experience hosting models at scale, by previously building tooling to facilitate data exploration and experimentation as well as automating and orchestrating complex and efficient training pipelines
- You demonstrate good communication and collaboration skills that naturally position you as a technical leader
Send us your CV, we want to get to know you!
You don’t need to check every single box; passion goes a long way and we appreciate that skillsets are transferable.
We know that applying for a new role is a lot of work and we really appreciate your time.
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.
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.
