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ARM Senior / Staff Machine Learning DevOps Engineer 
Hungary, Budapest 
63764238

Yesterday

Responsibilities:

  • Coordinate the definition of workflows for Edge AI application development and build an end-to-end machine learning pipeline
  • Define secure code practices and implement a repository management strategy for proprietary or open-source software
  • Use continuous integration / continuous deployment and containerization techniques to deploy Machine Learning models to production
  • Collaborate with application and platform developers, data scientists and ML engineers to identify tooling and automation needs and subsequent solutions
  • Identify relevant metrics for DevOps and MLOps practices and use supervision tools to safeguard development efficiency and an operation performance

Required Skills and Experience:

  • Proficiency with version control systems (e.g. Git), cloud platforms (e.g. AWS, Azure) and Infrastructure as Code tools (e.g. Terraform, Ansible, Packer)
  • Strong background in defining a CI/CD/CT pipeline and building and maintaining a CI/CT/CD infrastructure (e.g., Jenkins, GitLab CI, GitHub Actions)
  • Robust programming and scripting skills preferably in Python / C / C++, previous experience with Linux Systems and containers (e.g. Docker, Kubernetes)
  • Degree or equivalent experience in Computer Science, Electronics, or a related field

“Nice To Have” Skills and Experience:

  • Hands-on experience with CI/CT solutions for Embedded Systems (e.g. SiL / HiL) and monitoring tools (e.g. Prometheus/Grafana/ElasticSearch/Kibana)
  • Knowledge in repository management tools (e.g. Gerrit, GitLab) and CI/CD pipelines for open-source projects
  • Familiarity with ML frameworks (e.g. Pytorch, TensorFlow) and model testing