AI Research Engineer (PhD)

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.

• 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)

• 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.