Senior Machine Learning Engineer
- Рівень:
- senior
- Джерело:
- djinni.co
Що робити
- Build and improve ML models, mostly for computer vision tasks.
- Handle the full ML process: collect and prepare data, train and test models, and improve them step by step.
- Work on both standard and new types of problems.
- Create fast prototypes and help turn successful ones into real products.
- Work closely with other teams to bring your models into the product.
Що очікуємо
- 4+ years of real-world experience with ML, including at least 2 years in computer vision.
- Good understanding of how to build ML systems from start to finish.
- Hands-on experience with one or more of these: object detection, segmentation, img2img, generative networks.
- Ability to read, understand, and implement ideas from cutting-edge research papers. You stay current with top conferences (e.g., CVPR, NeurIPS, ICCV) and can turn academic innovations into practical solutions.
- Strong skills in Python and PyTorch.
Що пропонуємо
- Experience in research (PhD, papers, or personal projects).
- Experience training or fine-tuning foundational models (LLMs, VLMs).
- Experience training or fine-tuning diffusion models for specific image generation or enhancement tasks.
- Familiarity with classical image processing techniques.
- Experience with deep learning inference frameworks like ONNX Runtime, OpenVINO, Core ML, or others.
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