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.
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.
What We Do
Huawei is a leading global provider of information and communications technology (ICT) infrastructure and smart devices. With integrated solutions across four key domains – telecom networks, IT, smart devices, and cloud services – we are committed to bringing digital to every person, home and organization for a fully connected, intelligent world.
Huawei's end-to-end portfolio of products, solutions and services are both competitive and secure. Through open collaboration with ecosystem partners, we create lasting value for our customers, working to empower people, enrich home life, and inspire innovation in organizations of all shapes and sizes.
At Huawei, innovation focuses on customer needs. We invest heavily in basic research, concentrating on technological breakthroughs that drive the world forward. We have more than 180,000 employees, and we operate in more than 170 countries and regions. Founded in 1987, Huawei is a private company fully owned by its employees.
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