MLOps Developer

Job Description

Technical Operation for pRED-MLOps Job Profile Summary: Support technical operations for pRED-MLOps, focusing on security, financial operations, architecture, technical evaluations, and task breakdown. Key Responsibilities Security ● Drive security processes including Security Risk Assessment (SRA) and Data Classification Request (DCR). ● Ensure compliance with Roche security policies. ● Conduct security audits and lead implementations of remediation plans. Financial Operations (FinOps) ● Manage and optimize cloud infrastructure costs. ● Develop and monitor budget plans for MLOps operations. ● Provide regular cost analysis and reporting. Architecture and Engineering Support ● Contribute to the design and maintenance of the MLOps solutions and infrastructure. ● Contribute to architectural best practices. ● Support the team in documenting system architecture and configurations ● Contribute to the hands-on implementation of MLOps solutions and infrastructure Technical Explorations/Evaluations ● Conduct Proofs of Concept (PoCs) for new technologies. ● Evaluate technical solutions and make recommendations. Technical Task Breakdown ● Support the team in ○ breaking down tasks and epics into manageable components ○ identifying dependencies between tasks ○ proposing an optimal approach Qualifications Security Experience- Experience with security processes, preferably Roche SRA/DCR FinOps Experience- Experience managing and optimizing cloud costs Architecture- Understanding of system architecture principles and design patterns, preferably have previous experience in MLOps or similar area of work Technical Skills- Proficient in Python ● Extensive hands-on experience with cloud technologies, preferably AWS ● Extensive hands-on experience in Docker and Kubernetes (incl. Helm, Kustomize) ● Familiar with Infrastructure-as-Code tools, such as Terraform/CDK ● Familiar with CI/CD tools, such as Gitlab CI, ArgoCD ● Familiar with observability stacks, such as GrafanaLab stack or ELK or Datadog ● Preferably has previous experience in popular MLOps technologies, such as Kubeflow, KServe. Task Management- Experience in breaking down technical tasks and epics Show more Show less