Machine Learning Engineer
🚀AIMPROSOFT — Machine Learning Engineer Opportunity!
Aimprosoft, a fast-growing outsourcing IT company, is expanding its staff and is looking to hire a Strong Middle / Senior Machine Learning Engineer to work on a strategic telecommunications project.
🎯About the project & role:
This project is for a major telecom company, focused on enhancing and optimizing video compression techniques using neural networks. The core mission is to improve the accuracy of neural networks while optimizing their inference efficiency.
In this role, you will be responsible for training neural networks on large-scale datasets, fine-tuning hyperparameters, optimizing the training process, and refining overall neural network architecture to achieve better performance and efficiency.
🔥What We Need From You:
- Strong problem-solving skills and analytical thinking.
- Excellent communication and collaboration abilities.
- Eagerness to learn and adapt to new technologies and methodologies.
- English proficiency at B2 (Upper-Intermediate) level or higher.
- 4+ years of experience as a Data Scientist or Machine Learning Engineer.
- Strong knowledge of machine learning algorithms and model architectures, especially for computer vision (CV).
- Proficient in Python.
- Extensive experience with PyTorch.
- Hands-on experience with OpenCV and PIL (Pillow).
- Experience using torchvision for image datasets and preprocessing in deep learning pipelines.
- Proven ability to train and fine-tune neural networks on large-scale datasets (terabytes of training data).
- Strong experience working with A100/H100 GPUs and distributed training clusters.
- Experience with model conversion to ONNX, as well as quantization and model optimization.
- Proficient in Git for version control.
💼What We Offer:
- Opportunity to work with AI
- A competitive salary that appreciates your skills and experience
- Cozy atmosphere and modern approaches. We have neither bureaucracy nor strict management or "working under pressure" conditions
- Opportunity to implement your ideas, tools, and approaches. We are open to changes and suggestions aimed at improvement