AI Researcher (Multimodal Understanding & Reasoning)
Huawei Consumer Business Group is growing at an extremely fast pace. We believe in creating a great user experience, quality products for our consumers, and generating a high level of trust and confidence in our services.
At Huawei we are building cutting-edge technology that impacts millions of users on a daily basis. We are seeking an innovative Reasoning Researcher to join our team and contribute to the development of advanced AI systems capable of understanding and reasoning over complex multimodal data. As a Reasoning Researcher, you will be at the forefront of pushing the boundaries of AI, focusing on developing novel techniques for multimodal understanding and reasoning.
Responsibilities
Explore novel techniques for visual question answering, visual reasoning, text-based reasoning, and multimodal knowledge grounding.
Develop innovative approaches to improve the accuracy and robustness of AI systems in understanding and reasoning over complex multimodal data.
Design and implement new architecture/algorithms to enable AI systems to understand and reason over complex multimodal data, such as images, videos, and text.
Develop techniques to evaluate and improve the reliability improve the robustness and generalization of AI models.
Explore the use of knowledge graphs and other knowledge representation techniques to enhance reasoning capabilities.
Work closely with software engineers, data scientists, and product managers to integrate research findings into real-world applications.
Collaborate with other researchers to share knowledge and explore new research directions.
Publish research papers in top-tier conferences and journals.
Requirements
Ph.D. in Computer Science, Artificial Intelligence, or a related field.
Strong theoretical foundation in machine learning, deep learning, and artificial intelligence.
Hands-on experience with deep learning frameworks such as PyTorch or TensorFlow.
Proficiency in Python programming and data analysis tools.
Excellent problem-solving and analytical skills.
Strong communication and collaboration skills in English.
A strong publication record in top-tier conferences (e.g., NeurIPS, ICML, ICLR, AAAI, IJCAI).
Experience with reasoning techniques such as symbolic AI, probabilistic graphical models, and neural networks.
Understanding of cognitive science and human reasoning.
Location: On-site in Helsinki, Finland.
Why join us?
Opportunity to develop your skills and competencies through interesting projects.
Be a part of a dynamic, collaborative team environment where you'll learn from your colleagues.
Excellent working tools and equipment that enable you to perform at your best.
An international atmosphere with global impact and a culture that values creativity, problem-solving and cross-disciplinary collaboration.
This position is a full-time consultant position and the contract will be signed with our supplier.
About Huawei
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.
At Huawei, innovation focuses on customer needs. We invest heavily in basic research, concentrating on technological breakthroughs that drive the world forward. We have 207,000 employees, and we operate in more than 170 countries and regions. Founded in 1987, Huawei is a private company fully owned by its employees.
Huawei continues to invest in basic research and open innovation, and accommodates and addresses customer needs with an open mind, while steering these needs with science and technology. We have also built flexible business models and encourage numerous industries to adopt a vast range of models and applications. Through such initiatives, we are bringing digital to every person, home and organization for a fully connected, intelligent world.
We seek and reward talent! At Huawei, if you are dedicated to creativity, engagement of technical risks and delivery of target-driven results, your efforts will be rewarded with outstanding career prospects.
About Huawei Finland R&D
With 28 sites across Europe and over 2000 researchers, Huawei’s European Research Institute (ERI) oversees fundamental and applied technology research, academic research cooperation projects, and strategic technical planning across our network of European R&D facilities.
Huawei Finland Research Center was established in 2012. At our sites in Helsinki and Tampere, you will have an outstanding opportunity to be part of the leading research and development of future smart devices. We offer a career in a forward-looking industrial research team with a solid track record in innovation and publication and delivering its result as factual contributions to on-the-market devices.
- Department
- Cloud R&D
- Locations
- Huawei Helsinki R&D Center
Huawei Helsinki R&D Center
We offer a career in a forward-looking industrial research team, with a solid track record in both innovation and publication as well as delivering its result as factual contributions to on-the market devices.
Many of us are privileged to have security features designed by us in daily use in 100s of millions of customer devices world-wide. Huawei offers opportunity to learn from the best of mobile industry.
Are you ready for the challenge? Join us to explore the happiest country in the world!
About Huawei Finland R&D
Here are a few reasons you should consider joining our Cloud R&D Team
- Cutting-Edge Innovation: we pride ourselves on pushing boundaries and embracing the unknown. As a member of our team, you will have the chance to be at the forefront of technological advancements and contribute to groundbreaking solutions that will shape the future.
- Collaboration and Growth: We believe in the power of collaboration and the strength derived from diverse perspectives. By joining our team, you will be surrounded by passionate professionals who are eager to share their knowledge and support your growth and development.
- Impactful Work: every project we undertake has a purpose. We are dedicated to making a positive impact on society, and you will have the opportunity to work on projects that will leave a lasting imprint on the world.
- Work-Life Balance: We understand the importance of maintaining a healthy work-life balance and sense of belonging. Our supportive HR team ensures that you can excel both professionally and personally.