6 hours ago
Paris, FranceSenior
Responsibilities
- Design, build, and operate a GPU platform on GCP for AI workloads using infrastructure-as-code.
- Deliver self-service compute for data science teams, including job submission, queuing, quotas, and cost visibility.
- Build golden paths for deploying services so product teams can ship without handling operations each time.
- Support deployment, hosting, and production operation of machine learning models.
- Manage GPU and cloud infrastructure costs.
- Collaborate with data science teams from proof of concept through production service deployment.
- Improve system performance, reliability, and efficiency.
- Automate internal workflows and use AI-powered systems where appropriate.
- Establish platform practices and mentor future team members.
Requirements
- Significant experience as a Platform, DevOps, or MLOps Engineer.
- Strong software engineering fundamentals and understanding of distributed systems.
- Hands-on experience with Kubernetes, Terraform, GitOps practices, CRDs, operators, scheduling, autoscaling, node pool design, state management, ArgoCD, and Helm.
- Solid GCP experience; real-world AWS experience is a strong plus.
- Ability to work autonomously with a platform-as-a-product mindset, document solutions, measure adoption, research independently, and establish technical precedents.
- Fluent written and spoken English with the ability to communicate with diverse stakeholders.
- Preferred experience running or optimizing production GPU workloads for machine learning training or inference.
- Preferred experience with distributed job scheduling tools such as KubeRay, Slurm, or Kubeflow.
- Preferred experience with cross-cloud networking, including Interconnect, VPN, Private Service Connect, and identity federation between AWS and GCP.
- Preferred familiarity with MLOps tools such as MLflow, Weights & Biases, and model registries.
Benefits
- Permanent contract.
- Office-based work arrangement.
- Access to Ubisoft’s internal e-learning platform from day one.
- Access to an internal library of Ubisoft and competitor games, consoles, and board games.
- Works council discounts for shows, cinemas, concerts, gyms, amusement parks, and other activities.
- After one year, a career and development plan with clear annual growth goals.
- Access to employee clubs and opportunities to create new clubs.
- A 1.5-hour lunch break and access to a gym and company bikes.
- Company-organized surf, yoga, and ski weekends.
- Access to internal sales of Ubisoft merchandise and games.
Tech Stack
Categories
About Ubisoft
Ubisoft develops and publishes video games for console, PC, and mobile players worldwide, monetized through premium titles, downloadable content, live services, and the Ubisoft+ subscription. Founded in 1986 and headquartered in Saint-Mandé, France, it operates studios globally and is publicly traded on Euronext Paris. Franchises include Assassin’s Creed, Far Cry, Tom Clancy’s Rainbow Six, and Just Dance.