> DOU
senior
Edsson Ukraine LLCMachine Learning Engineer
company:Product
pytorchdeep learningmachine learningcomputer visionvideo processing
mlopsfine-tuning
> 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