DevOps Engineer with ML experience (MLOps)

Luxoft Poland
Mid
Online interview
B2B Employment contract
Remote
Remote possible
100%

Project description

DXC is a leading independent IT service provider. In the field of AI and Machine Learning, DXC is recognized as a strong partner for the whole machine learning lifecycle.Projects in the field of MLOps cover three big domains: Consulting, platform development and operationalization of machine learning models at scale.

Your tasks

  • Participate in requirements gathering, technical specification, and the design and development of complex operationalizing machine learning projects
  • Contribute to architecture design, development of data or machine learning pipelines, and integration into enterprise systems
  • Build and configure multi-tenant machine learning environments on-prem, cloud or hybrid
  • Build, test and optimize Machine Learning models
  • Interact with teams of engineers from multiple disciplines

Who we're looking for?

MUST
  • Bachelor or Master's degree in computer science, natural sciences, mathematics or equivalent qualification
  • At least one year of professional experience in a similar position or as software developer
  • Advanced Experience in Python and ML
  • Experience with at least one CI/CD tool, e.g. Jenkins, Github actions, or cloud equivalents
  • Experience in application containerization and orchestration tools - Docker, Kubernetes, or cloud equivalents
  • Experience with Pipeline Tools, e.g. Kubeflow, Airflow, or cloud equivalents
  • Experience with Model Repositories, e.g. mlflow, modelDB, or cloud equivalents
  • Experience with logging and monitoring, e.g. Prometheus, Grafana, or cloud equivalents
NICE TO HAVE
  • Able to communicate and present internally and externally in a confident manner
  • Highly motivated team player, proven ability to lead teams
  • Languages: English (fluent)
  • Experience with Data Versioning, e.g. dvc, pachyderm, or cloud equivalents
  • Experience with ML computing on cloud platforms - preferably Azure or AWS
  • Experience with deployment automation, e.g. Helm, Ansible, Terraform
  • Basic understanding, background in platform administration: Understanding of Linux, SSH keys setup, experience in Linux packages installation
Work environment

Our company

Luxoft Poland

Krakow, Wrocław, Warsaw, Gdańsk 1500
Tech skills
  • Java
  • JavaScript
  • C++
  • C#
  • Python
  • Scala
  • Android
  • Android
  • iOS
  • Go

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