AI Security Researcher (Computer Vision/Multimodal)
Huawei Consumer Business Group is the leader in the all-scenario AI life. It covers smartphones, PC and tablets, wearables, mobile broadband devices, family devices and device cloud services. Huawei Consumer Business Group is dedicated to delivering the latest technologies to consumers and sharing the happiness of technological advances with more people around the world. We believe in creating safe, privacy-friendly with great user experience and quality products for our consumers. We are looking for an experienced, creative, and motivated (PhD graduate, Senior or Principal level) Researcher specializing in Computer Vision, Multimodal or lightweight model design to address challenges in content security and build good detection capabilities to ensure safe content is presented to users.
Main responsibilities:
- Participate in defining the content policy and research roadmap in the field of Content Security, Generative AI, and on-device AI.
- Conduct research in content security to design and build state-of-the-art solutions or novel AI model architecture for global abuse detection and prevention systems, improving detection robustness, generalization, and reliability of the solution with explainability, and reducing bias.
- Continuously research and evaluate emerging technologies, staying current on published state-of-the-art GenAI, Deep Learning, machine learning (ML) methods, technologies, and applications.
- Explore research opportunities and establish research collaboration with academia.
- Design new features, identify and design the right metrics, and perform data analysis to drive decision-making for the team, such as monitoring the rollout of new models, analyzing the impact of machine learning model changes, or investigating the root cause of unanticipated changes in key metrics.
- Effectively convey findings and recommendations to the team and cross-functional stakeholders.
Requirements
Sounds like a match for your career aspiration? Please apply if you have:
- Academic and/or industrial proven success in the area of Computer Vision/Multimodal/GenAI. Applying for Security is an additional bonus.
- Deep knowledge and hands-on research on Transformer, CNN and Diffusion architecture, neural network editing. Use of Deep Learning concepts and technologies.
- Proven success in designing lightweight, high performance architecture and models for devices, solving challenging problem in content security is a big plus.
- Experience in bias detection and prevention, explainable AI, robustness improvement is a plus.
- Good knowledge of Python and hands-on experience with some NumPy, SciPy, Pandas, Scikit-Learn, PyTorch, TensorFlow, public cloud environments and technologies. Mobile development experience is a plus.
- Proven records in top-tier publications, e.g., TPAMI, CVPR, ICCV, ACL, EMNLP, etc.
- Ph.D. in CV/AI/NLP, computer science, maths, statistics, computational linguistics, or equivalent experience.
Location
This position is located at our R&D office in Ruoholahti, Helsinki, Finland.
This is a full time consultant position. The consultant shall be employed by Huawei's supplier.
We will start interviews immediately when suitable candidates are found, so do not hesitate to send in your application too long!
- 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.
AI Security Researcher (Computer Vision/Multimodal)
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