Technical Operation for pRED-MLOps

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Hiring Remotely in Philippines
Remote
Information Technology • Consulting
The Role

Description

‬Mission set up : Full remote, Switzerland timing.
Mission duration :
3 months renewable.
Experience required : Minimum 10 years.


Support technical operations for pRED-MLOps, focusing on security, financial operations,‬ architecture, technical evaluations, and task breakdown.‬

Requirements

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.‬
Tasks management : Experience in breaking down technical‬ tasks and epics‬

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