Avenga is a global IT and digital transformation champion. We deliver strategy, customer experience, solution engineering, managed services, software products and outsourcing services like: staff augmentation, team leasing and permanent employment.Together, we are more than 2500 professionals with over 20 years of experience. We are present in Europe, Asia and the USA.
Senior ML OPS Developer
Miejsce pracy: woj. mazowieckie Nr ref.: LP/MLOPS/ZD/11
Development of ML Ops platform
Design and implement automations to minimize the operational footprint of our MLOPs platform in operationalizing ML models
Focus on improving reliability of our MLOPs platform by following best engineering practices and by supporting trouble-shooting effort
Plan infrastructure resources and strategies to best support scalability requirements from different types of ML models
Enable observability with state-of-art tools and solutions for our MLOPs platform users as well as for our own operational effort
Extensive handson DevOps experience in with Docker, Kubernetes, CI/CD tools (e.g. GitlabCI, ArgoCD, Kustomization, Helm), and shell script
Experience with Service Mesh (e.g. istio), Cloud Infrastructure (e.g. preferably AWS), Monitoring and logging tool stacks (e.g. Grafana, Loki, Prometheus, ELK)
Good knowledge about modern tools/solutions for authentication/authorization, secret management, and IT security
Good communication skills and team player
Experience with Kubeflow
Expereince in MLOps activities
Good Python coding skills
Please include in your application the following consent:I agree to the processing of my personal data provided by me, not mentioned in art. 221 § 1 of the Labor Code, or other specific provisions applicable pursuant to art. 221 § 4 of the Polish Labour Code, in order to recruit by the Administrator - Avenga IT Professionals Sp. z o.o. with registered office in Wrocław, ul. Gwiaździsta 66, 53-413 Wrocław, for the position Senior ML OPS Developer.
Designing, creating & leading a job orchestration service Participating in the service development and improvement Designing and configuring fully automated DevOps workflows, to facilitate stable and...