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.
ML OPS Professional
Miejsce pracy: woj.
kujawsko-pomorskie
Nr ref.: LP/AS/ZD/11
Nr ref.: LP/AS/ZD/11
Tasks:
- Understanding of DevOps concepts and Agile practices
- Experience in working with software development teams on a daily basis
- Superior troubleshooting approach
- Good communication skills
- English at least at B2 level
1. Over 2 years experience in:
- Git, Linux fundamentals, and Bash scripting
- Python programming
- Container concepts: Docker & Kubernetes
- Designing & implementing Continuous Integration / Continuous Delivery pipelines (e.g. GitLab, Argo CD)
- Infrastructure Automation: Configuration Management, Infrastructure as Code (e.g. Ansible, Terraform, AWS CloudFormation)
- Cloud infrastructure & services (AWS, GCP, Azure)
- Cloud-native Kubernetes services (e.g. Amazon EKS, GKE, AKS)
- Monitoring, logging, and alerting tools
2. Any experience or private interest in:
- any of the Machine Learning areas (e.g. Computer Vision, NLP, Predictive Modelling)
3. Nice to have:
- experience with any MLOps tools (e.g. MLflow, Kubeflow, Amazon SageMaker)
- good understanding of Data Science basics (e.g. train/test model data sets, overfitting, classification, clustering)