DevOps Engineer (ML)

Дата размещения вакансии: 09.05.2024
Работодатель: Mayflower
Уровень зарплаты:
з/п не указана
Город:
Москва
Αρχιεπισκόπου Μακαρίου Γ'
Требуемый опыт работы:
От 3 до 6 лет

Experience: 3+ years
Stack: Kubernetes, Helm, Argo CD, Gitlab CI/CD, Victoria Metrics, Loki, Terraform, Ansible, Kafka, ClickHouse, OpenStack, Airflow, Python.
Work format: office, relocation to Cyprus, Limassol. (300 days of the sun on the island, Mediterranean coast, international job environment, and strong team)

This position is an opportunity to gain knowledge and real experience in MLOps methods, processes and infrastructure.

Mayflower is a technology company that alters the entertainment industry to a new level of perception and engagement.

We are building the future of live entertainment. We believe that by providing people with the best and highest-quality live streaming experience in entertainment, we can tackle the world’s «problems» better, together!

Responsibilities:

  • Verifying container images to ensure their integrity. Conducting audits of environments and packages to maintain their reliability. Minimizing image size to optimize performance and resource usage;
  • Develop Data Warehouse and Machine Learning Platform infrastructure (Kubernetes cluster);

  • Promptly responding to incidents related to the Data Warehouse and the Machine Learning Platform and taking appropriate actions to resolve them.
  • Solve problems with services performance, modify infrastructure according capacity requirements.

Requirements:

  • Experience with architecting highly available and distributed systems, web services;
  • Knowledge of load balancing, queues, caches, and monitoring principles;
  • Experience in deploying services in Kubernetes (with Helm);
  • Proficiency in deploying and supporting data stack technologies such as ClickHouse, Apache Kafka, Apache Airflow, Argo Workflows.

Will be plus:

  • Experience with machine learning orchestration systems will be great. Kubeflow, ClearML, BentoML, etc…;
  • Experience with GPGPU (CUDA), machine learning (TensorFlow, Pytorch), or any other massive parallel programming will be great;
  • Experience with Cloud-native programming (Operator Framework) will be great.

We are offering to you:

  • A steep springboard for personal and professional growth;
  • Employment contract under EU law, fully white salary, work visa for 3 years, company support in obtaining work visas for family members;
  • Full relocation package (tickets to Limassol for you and your family, taxi to the office, apartments for the first month at our expense);
  • Developing your professional competencies through courses and/or conferences;
  • Language courses, mindfulness webinars, corporate discounts on Coursera and other platforms, corporate incentive programs;
  • Free catering in the office, and a free cafeteria with a health bar;
  • The equipped office in the center of the city;
  • Medical insurance for the whole family, mobile package, support with the purchase of a car, and covering of school/kindergartens expenses;
  • New MacBook / iMac;
  • The possibility of self-realization, and the possibility to influence technical decisions making;
  • Big friendly community, IT international teams, corporate events, team buildings, and hackathons.