As Huawei Turkey R&D Center, we are now looking for a Senior AI Research Engineer who has a PhD degree to join our team.
Key areas of responsibility will be:
- Make a research on SOTA AI Domains including but not limited to Computer Vision, NLP, Recommendation Systems
- Design and build scalable ML services,
- Deploy ML services to production at scale considering resource constraints,
- Monitoring models to evaluate and improve services online,
- Play an active role in suggesting, collecting, and preprocessing the data necessary to train the ML models and evaluate performance,
- Consult with the other teams to determine the requirements and formalize the possible ML research directions.
Requirements
Essential technical requirements:
A. Basic computer science and programming languages
- Understanding of data structures, data modeling, and software architecture,
- Having expertise in object-oriented programming,
- Ability to write reusable and easily-maintainable code using beautiful and proper design patterns,
- Ability to write robust and optimized code in Python.
- Strong programming skills (Python, SQL etc.) and experience with deep learning frameworks (e.g. TensorFlow, PyTorch, Keras)
- Familiar with development processes (CI/CD, DevOps, MLOps)
B. Machine Learning
- Solid understanding of Neural Networks in theory such as convex optimization, hessian approximations, conjugate gradient, and Gauss-Newton steps,
- Familiarity with modern machine learning frameworks.
- Experience in multi-modal pre-training large models is preferred.
- Familiar with technologies such as small sample learning, zero sample learning, and promt learning is preferred.
