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Senior Devops/Mlops

Senior Devops/Mlops

CompanyGlobal Relay
LocationVancouver, BC, Canada
Salary$90000 – $130000
TypeFull-Time
DegreesBachelor’s
Experience LevelSenior

Requirements

  • 5+ years experience in a DevOps/MLOps or in a similar role.
  • Bachelor’s degree in computer science or related field, or equivalent work experience.
  • Understanding of computer science fundamentals like threading, OOP and more.
  • Understanding of software systems concepts such as networking, firewalls, protocols, databases and more.
  • Understanding of software delivery practices such as Git branching models, configuration management, secret rotation, feature toggling, no-downtime deployments, and more.
  • Experience mentoring Junior and Intermediate DevOps/MLOps.
  • Strong organizational and communication skills.
  • Experience with CI/CD tools such as Jenkins.
  • Experience with containerization technology such as; Docker, Kubernetes.
  • Experience with Python or other similar scripting languages.
  • Experience with databases such as; CockroachDB, PostgreSQL.
  • Experience with distributed event streaming platforms such as; Kafka.
  • Experience with instrumentation & monitoring tools such as: Splunk, Loki, Zabbix, or Prometheus.
  • Experience with package managers and artifact repositories such as: Artifactory, npm.

Responsibilities

  • Developing tools & frameworks to enhance our CI (Continuous Integration) & CD (Continuous Delivery) automation using industry standard CI/CD practices.
  • Leveraging the above mentioned CI/CD automation to deploy our services to Kubernetes.
  • Monitor and ensure smooth operation of our services in various environments.
  • Occasionally provide support and initial troubleshooting when required by reviewing dashboards and logs to ensure system issues are timely addressed.

Preferred Qualifications

  • Artificial intelligence or machine learning tools such as; MLFlow, JupyterHub, DVC, TensorFlow
  • Supporting containerized GPU workloads in Kubernetes
  • NoSQL data stores, including vector databases
  • Supporting Large Language Models