Senior DevOps Engineer
Generix Group4 months ago
Cluj-Napoca, RomaniaSenior
Responsibilities
- Design, build, and maintain CI/CD pipelines for software applications, ETL/ELT data transformations, and machine learning models.
- Implement and manage Infrastructure as Code using Terraform across cloud and on-premise environments.
- Develop automated data quality checks, data pipeline monitoring, and alerting within DataOps workflows.
- Establish MLOps workflows for experiment tracking, model versioning, automated retraining, and model performance monitoring, including drift and bias detection.
- Implement monitoring, logging, and alerting across applications, data flows, ML models, and operational pipelines.
- Collaborate with software developers, data engineers, data scientists, and analysts to provide operational support and tooling.
- Promote security, reliability, performance, and operational best practices across DevOps, DataOps, and MLOps domains.
- Troubleshoot infrastructure, pipeline, and deployment issues and evaluate tools that improve operational efficiency.
Requirements
- Deep expertise in DevOps, DataOps, and MLOps principles, practices, and tooling.
- Mastery of CI/CD pipeline design for code, data, and machine learning artifacts.
- Strong proficiency in Azure cloud infrastructure management and automation; AWS experience is a plus.
- Expertise with Docker and Kubernetes.
- Strong scripting and automation skills in Python, Bash, or similar languages.
- Experience with monitoring, logging, and observability tools such as Prometheus, Grafana, ELK Stack, and Datadog.
- Understanding of data engineering concepts and data pipeline orchestration tools such as Airflow.
- Familiarity with ML lifecycle management and platforms such as MLflow, Kubeflow, SageMaker, and Vertex AI.
- Proven experience with CI/CD tools including Jenkins, GitLab CI, or ArgoCD and IaC tools such as Terraform.
- Bachelor’s or master’s degree in computer science, engineering, or a related field.
- At least 5 years of experience in technical operations, including hands-on implementation of DataOps and MLOps practices.
- Fluent English or French.
Benefits
- Access to modern tools and technologies.
- Opportunities to make a meaningful impact on enterprise product quality.
- Career growth and development opportunities.
- Soft-skills and technical training, workshops, conferences, and attendance at similar events.
Tech Stack
Categories
About Generix Group
Generix Group builds SaaS software for supply chain and commerce operations, including WMS, TMS, EDI/B2B integration, e-invoicing, and order management for retailers, manufacturers, and 3PLs. It sells subscriptions and managed services delivered on cloud platforms spanning public and private infrastructure. Headquartered in France and privately held, the company serves over 5,000 customers in more than 60 countries through offices in 11 countries.