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Machine Learning Engineer

Edsson Ukraine LLC
company:Product
pytorchdeep learningmachine learningcomputer visionvideo processing
mlopsfine-tuning
experience5+ years
domainAI
locationKyiv, Ukraine
> full description

Key Responsibilities

  • Design, develop, and optimize deep learning models using PyTorch.
  • Build and maintain scalable training and evaluation pipelines.
  • Lead model selection, experimentation, and fine-tuning activities.
  • Improve training performance, efficiency, and scalability across large datasets and compute environments.
  • Work with multimodal data sources, including video, images, and audio.
  • Provide technical guidance on AI architecture, training strategies, and best practices.
  • Collaborate closely with product, engineering, and research teams to translate business objectives into AI solutions.
  • Support deployment and operationalization of machine learning models in production environments.

Required Experience

  • 5+ years of experience in Machine Learning, Data Science, or AI Engineering roles.
  • Strong hands-on experience developing deep learning models with PyTorch.
  • Proven experience building and optimizing training pipelines for machine learning systems.
  • Deep understanding of model training, hyperparameter tuning, and performance optimization.
  • Experience working with computer vision, audio processing, or multimodal AI applications.
  • Strong software engineering skills and experience developing production-ready ML solutions.
  • Experience with cloud-based or distributed training environments.

Preferred Qualifications

  • Experience applying machine learning techniques within behavioral science, human behavior analysis, affective computing, or related domains.
  • Experience with video understanding, speech/audio analysis, or multimodal foundation models.
  • Familiarity with MLOps practices, model monitoring, and scalable deployment architectures.
  • Experience working with large-scale datasets and distributed training frameworks.

We offer

  • Competitive salary
  • Flexible schedule
  • Social package
  • English language courses
  • Courses, webinars, and seminars to increase professional skills
  • Horizontal hierarchy. No micromanagement pressure
  • Open company culture where your ideas and initiatives are valued
  • International projects
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