About the Position
We are seeking a talented and driven AI Developer to join our team focused on developing cutting-edge AI/ML solutions for mobile devices in next-generation wireless networks. This is an exciting opportunity to be at the forefront of AI/ML development for mobile devices in B5G/6G wireless networks. The successful candidate will have the chance to contribute to groundbreaking innovations and collaborate with leading experts in the field.
Responsibilities
- Design and Develop AI/ML Models: Design and develop efficient AI/ML models and applications for deployment on mobile devices and user equipment.
- Utilize Deep Learning Architectures: Utilize state-of-the-art deep learning architectures like GNN, ResNets, Transformers, and other neural network models, optimizing them for on-device performance.
- Integrate and Optimize Models: Integrate and optimize AI/ML models with mobile device hardware, including GPUs, specialized AI accelerators, and embedded systems.
- Performance Analysis: Analyze and evaluate the performance of AI/ML models using various datasets and metrics, iterating and refining the models as needed.
Qualifications & Experience
- Educational Background: Ph.D. degree in Computer Science, Electrical Engineering, Mathematics, Control Theory, or related fields with a strong focus on AI/ML.
- Hands-on Experience: Extensive hands-on experience with AI/ML frameworks like PyTorch, TensorFlow, MXNet, and JAX, and proficiency in programming languages like Python.
- Deep Learning Expertise: Solid understanding of deep learning architectures, neural network design, and optimization techniques for efficient model deployment.
- Mobile and Embedded Systems: Familiarity with mobile device platforms, embedded systems, hardware acceleration for AI/ML workloads, and knowledge of communication systems like 5G-NR and baseband signal processing algorithms is a strong plus.
Required Skills/Personal Characteristics
- Problem-Solving Skills: Excellent problem-solving skills, demonstrated ability to learn quickly and adapt to new technologies and challenges.
- Teamwork and Communication: Strong communication and collaboration skills, with the ability to work effectively in cross-functional and international teams.
This is a full-time, onsite consultant position. Please get in touch with Karin Persson if you have any questions.
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