Machine Learning Engineer in VMK GROUP

Hello! We, VMK GROUP, are a young and successful IT company.
We started in 2022, a difficult year for Ukraine, so we are happy to join the companies that support our country's economy!

Today, our company encompasses three primary divisions:

VMK Group - Software development
VMKhealth - Full-cycle pharmaceutical digital agency
VMKteam - IT recruiting and staffing.

Each division is represented by a team of experts specializing in technical and industry-specific matters. Currently, our projects are being developed not only in Ukraine but also internationally.

Now VMK GROUP is actively developing, we are creating additional jobs, so we are looking for ML Engineer for full-time.

To understand what to expect, you should know something about us.

VMK GROUP is a company that will give you the opportunity to prove yourself and realize your creative potential. Your workload will be matched to your workload. We know how to hear and understand people.

We are a team of responsible, independent creators united by a common mission, where everyone is important and everyone has influence. We have an important task to make each of our projects successful, interesting, cool, and of high quality.

We are looking for a ML Engineer to join our company. As a ML Engineer, you'll be a general problem solver, collaborating with different teams within the company and helping them with various projects.

Project description:

AI-powered video platform designed to create end-to-end controlled videos. By integrating advanced deep learning models into the production workflow, the platform enables users to move efficiently from initial concepts to the final stages of content delivery.
 

Responsibilities

• Design, implement, and maintain machine learning pipelines as outlined in the product roadmap.
• Develop and optimize an asynchronous messaging protocol for both backend and frontend systems.
• Establish a monitoring and alerting system to detect and address issues, optimizations, and errors.
• Conduct in-depth analysis of video pipelines to identify interfaces, expected output quality, and required improvements.
• Evaluate Gen-AI models such as Stable Diffusion, GANs, LLMs, etc., to determine their applicability and potential for yielding desired results.
• Continuously explore and assess new models for potential product enhancements.
• Deploy models on company hardware, customize them with unique character art if necessary, and ensure seamless integration with the platform.
• Build and optimize data curation pipelines tailored to the specific requirements of each model.
• Collaborate with engineering and design teams to identify and solve emerging product challenges.
• Develop scalable and cost-efficient API connections to cloud-deployed models.
   

Requirements

• Extensive experience with large-scale distributed systems and machine learning platforms.
  Proven ability to curateand bootstrap datasets for large-scale image generation and classification problems.
  Proficiency in Python, PyTorch, and other machine learning libraries.
  Strong ability to read and implement the latest research papers in GenAI and collaborate with internal or external researchers.
  Deep understanding of computer vision, machine learning, deep learning, and artificial intelligence.
  Bachelor’s Degree in Computer Science, Software Engineering, or equivalent professional experience.
  Highly self-motivated with the ability to work independently.
  Passionate about joining a dynamic, fast-paced team.
   

What do we offer?

• Flexible work schedule, partial involvement;
• Remote work;
• Fast-paced team environment;
• Opportunity to communicate with experienced teams;
• Access to training materials in various fields;
• Standard vacation, sick leave, and exceptional leave package;
• Competitive compensation.

If you have such experience and are ready to work for quality and results, we will be happy to continue our communication.
We are waiting for your resume.

Company website:
https://vmk-group.com/