Move the World Forward with Huawei
Kista, Sweden
Huawei Consumer Business Group
HUAWEI ist weltweiter Marktführer für Telekommunikation mit einer großen Produktauswahl einschließlich Smarttphones, Tablets, Wearables, Breitbandgeräten und Smart-Home Geräten.Seeking the brightest minds for the greatest challenges
Job Summary
We are seeking a talented and experienced Machine Learning Engineer to join our wireless algorithm team in developing the next-generation intelligent cellular network. As a Machine Learning Engineer, you will be responsible for designing, developing, and implementing deep learning algorithms that improve the performance, efficiency, and reliability of our cellular network. This includes developing hardware-optimized algorithms on multi-core AI hardware such as GPUs. You will work closely with our wireless algorithm team to collect and analyze data, identify opportunities for improvement, and develop hardware-optimized AI solutions to optimize the training and inference of real-time applications such as radio resource management.
Key Responsibilities
- Design, develop, implement, and evaluate AI solutions to optimize cellular network performance and efficiency
- Design and implement highly efficient algorithms for handling massive data collection and parallel processing for training and inference in radio applications
- Conduct research studies on new concepts and technologies for 6G Radio Access Network (RAN) architecture and implementations
Qualifications
- PhD or MSc degree in Artificial Intelligence, Electrical Engineering, Computer Science, Robotics, or similar, with a strong track record in fields such as deep learning, parallel/distributed computing, or reinforcement learning
- Strong programming skills in Python, C++, or other programming languages commonly used for machine learning
- Excellent communication and collaboration skills, with the ability to work effectively in a team environment
- Strong analytical skills and a keen interest in acquiring new knowledge and applying it at work
The following experience will give you a plus:
- Proven hands-on experience in machine learning-based algorithm design
- High-performance computing background, or experience in designing chipset-specific acceleration algorithms
- Experience with AI-core techniques and libraries (such as CUDA, Torch multi-processing, JAX, etc.)
Other Skills and Capabilities
- Excellent written and oral communication skills
- Strong problem-solving and analytical skills
- Excellent team player: cooperative and consultative behavior; ability to work independently and as a member of various teams
What Do We Offer?
- Competitive salary and benefits package
- Opportunity to work on cutting-edge technology and make a significant impact on the next-generation cellular network
- Collaborative and inclusive work environment, with a diverse and supportive team
- Company culture that values innovation, creativity, and teamwork with global vision, platforms, and resources
If you are passionate about machine learning and want to make a significant impact on the next-generation cellular network, we encourage you to apply for this exciting opportunity.
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: Architecture Computer Science CUDA Deep Learning Engineering JAX Machine Learning Model inference PhD Python Reinforcement Learning Research Robotics
Perks/benefits: Career development Competitive pay
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