Position: Middle Machine learning operations Engineer
Company: Vilmate
Category: Other
Experience required: 3y
English level: fluent
Published: 2021-10-01T00:00:00+03:00

Vimate (vilmate.com) is an over 130 strong, close-knit, and highly professional software development team based in Kharkiv and Kyiv. We have been engaged in delivering bespoke software to North-American and Western-European clients since 2012 and are equally experienced in web and mobile development.

About the team:
Team consists of five data scientists in Poland and even more in the team in India.

Responsibilities:
    ● Interact with data engineers and data scientists to streamline the MLOps processes.
    ● Implement CI/CD pipeline automation for ML projects.
    ● Design, build and optimize applications containerization and orchestration with Docker and Kubernetes and AWS or Azure.
    ● Manage the infrastructure and pipelines needed to bring models and code into production.
    ● Monitoring and troubleshooting of in-production DS models and tools.
    ● Execute best practices in version control and continuous integration/delivery.

Requirements:
   ● BS or Master's Degree in Computer Science, Statistics, or other data-related fields.
   ● At least three years of experience in MLOPs project 
   ● Operationalizing ML solutions in cloud platform: AWS, GCP, Azure
   ● Implementing of CI/CD pipelines
   ● Working with popular MLOPs frameworks and tools such as: KuberFlow, Pachyderm, DataRobot or others
    ● Containerization with tools such as Docker, Kubernetes 
    ● Experience in AWS Segemaker or Azure ML, Data Bricks, and Azure Kubernetes service.
    ● Good understanding of ML and AI concepts, experience in ML model development with  Tensorflow, Pytorch, Keras, Scikit-Learn, or others.
    ● Familiarity with setting up Hyperparameter Tuning and model and experiment Versioning technologies.
    ● Programming in Python.
    ● Experience with automation servers such as Jenkins, GitLab, and others.
    ● Fluent English.

 We Offer:
● Competitive salary and benefits.
● Flexible working hours.
● Vacation – 20 working days’ annual leave.
● Paid sick days.
● A personal laptop with all the essential software installed.
● State holidays are granted.
● Corporate accountant and lawyer services.
● Bureaucracy-free and transparent management.
● Costs related to participation in workshops and professional conferences are covered (up to 50% coverage).
● Сorporate events 2 times a year and team building.