Senior ML Specialist (Computer Vision)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Senior ML Specialist (Computer Vision): Developing and optimizing ML models for AI-powered photo editing software with an accent on computer vision, image processing, and generative AI. Focus on implementing cutting-edge research, building diffusion models, and optimizing model inference for local devices.
Location: Remote (Ukraine) or Hybrid (Kyiv, Podil office)
Company
develops award-winning AI software that automates photo editing while maintaining creative control for photographers.
What you will do
- Build and improve ML models specifically for computer vision tasks.
- Manage the full ML lifecycle: data collection, preparation, training, testing, and iterative improvement.
- Address standard problems (segmentation, detection, classification) and complex challenges involving Diffusion Models, LLMs, and VLMs.
- Develop fast prototypes and transition successful R&D results into production features.
- Collaborate with cross-functional teams to integrate models into the final product.
Requirements
- 4+ years of professional ML experience, including 2+ years in computer vision.
- Strong proficiency in Python and PyTorch.
- Hands-on experience with object detection, segmentation, or generative networks.
- Ability to read and implement academic innovations from conferences like CVPR, NeurIPS, and ICCV.
- Experience optimizing models for local inference (CPU, GPU, NPU) via quantization and pruning.
- Ability to work independently within an R&D cycle and handle large datasets.
Nice to have
- PhD or a background in research with published papers.
- Experience fine-tuning foundational models (LLMs, VLMs) or diffusion models for image generation.
- Knowledge of classical image processing techniques.
- Experience with inference frameworks like ONNX Runtime, OpenVINO, or Core ML.
- Strong C++ skills comparable to Python proficiency.
Culture & Benefits
- Educational allowance and language classes (English and German).
- Flexible work schedule with a choice between remote work or a modern office in Podil.
- Medical insurance and 21 days of paid sick leave per year.
- 21 days of paid vacation and regular team-building activities.
- Supportive, collaborative environment in a proud Ukrainian company.
Hiring process
- Interview with a Talent Acquisition Specialist.
- Professional technical interview.
- Management interview.
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