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Перший Український Міжнародний Банк, АТ / ПУМБ — вакансия в Senior DevOps Engineer/MLOps
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Senior DevOps Engineer/MLOps

Перший Український Міжнародний Банк, АТ / ПУМБ
3 дня назад
18 ноября 2024
КиевРаїси Окіпної 8б
Удаленная работа
Полная занятость

We are building a cutting-edge Data Science team in our bank, focusing on integrating Data Science/Machine learning technologies into Bank’s services.

Our mission is to revolutionize the banking experience by leveraging Data Science/Machine learning for enhanced security, personalized customer interactions, and streamlined operations.

We utilize a range of modern technologies and methodologies to ensure our systems are robust, scalable, and secure.

We follow DevOps principles to maintain a seamless integration and deployment process, ensuring continuous delivery and continuous integration (CI/CD).

Our development practices are based on Agile methodology, specifically Scrum, to foster a collaborative and iterative approach to problem-solving.

As part of this innovative project, you will be at the forefront of integrating Data Science/Machine learning with financial services, addressing challenges in information security, fraud detection, customer service automation, and more.

This role offers the opportunity to work with a diverse range of technologies and contribute to a transformative initiative within the banking sector.


Required skills:

  • 3+ years of experience as a DevOps engineer.
  • Strong experience with Ansible and Terraform.
  • 1+ years of experience with AWS (including maintenance of RDS).
  • 1+ years of experience with Docker and Kubernetes.
  • 1+ years of experience with RabbitMQ, PostgreSQL, MongoDB, ELK, Redis, and nginx.
  • Strong knowledge of Linux (especially CentOS), OSI model, load balancing, clusterization, virtualization, and VMware.
  • Experience in building CI/CD processes (experience with Git & Jenkins).
  • Higher Education in a relevant field.
  • Enthusiasm for exploring and implementing new technologies.
  • Self-learning capabilities and a proactive attitude.
  • Good communication and collaboration skills.
  • Experience with AI/ML model deployment and monitoring.
  • Knowledge of AI frameworks such as TensorFlow, PyTorch, or similar.
  • Familiarity with data pipelines and tools like Apache Kafka and Spark.
  • Understanding of MLOps practices and tools.

Desired skills:

  • Experience with Vault, Consul, KeyCloak, Apiman, Prometheus.
  • Experience with MLops tools: Feast,DVC,MLFlow

Scope of work:

  • Creating and maintaining high-load platform;
  • Implementing, configuration and deployment using Ansible;
  • Working closely with Development to deploy new platform components and improve existing system;
  • Responding reliably to on-call issues;
  • Manage non-production integrative infrastructure and provide all its as a service;
  • Drive the automation of multiple parts of infrastructure and deployment systems, striving to improve and shorten processes to enable engineering and operations teams work smarter and faster with a high quality.
  • Setting up and maintaining a working DEV environment for the collective work of the Data Science team
  • Develop and set up CI/CD pipelines for machine learning models.
  • Participation in the operationalization/integration of developed machine learning models into the Bank's systems.

Why ПУМБ?

  • Remote work/Comfortable work environment (your choice);
  • Continuous professional competencies development and professional growth opportunities;
  • Annual paid vacations ;
  • Medical insurance;
  • Friendly team of young and talented professionals.
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