AI Researcher

Key Skills

Python Programming, Scala Programming, C++, Java Programming, Machine learning techniques, Data science techniques, SQL, Apache Hadoop, MapReduce, TensorFlow, PyTorch

Job Description

About the team:
Our team is doing research on various state-of-the-art technologies on Machine Learning for Computer Vision and Graphics. We have many projects targeting Huawei’s AI chipset, and they are all collaborating with the production team to apply to Huawei’s new products. If you are ready to be a part of this dynamic team and work on the latest technologies, apply!

Responsibilities:

• Research on fundamental theories in deep learning and machine learning to interpret AI models and improve the robustness of them.
• Provide strong leadership in defining and articulating innovative and practical technical solutions that address various business needs.
• Develop and improve SOTA Computer Vision or Graphics algorithms to prototype systems or products.

Qualifications

• PhD in Computer Science, Engineering, Statistics, and Mathematics specializing in Machine Learning, Computer Vision, Computer Graphics, NLP or similar fields.
• Deep understanding on deep learning and machine learning
• Strong mathematical and statistical background
• Demonstrated projects with deep learning framework such as CNN, RNN/LSTM, GAN, GNN using PyTorch or Tensorflow etc.
• Skilled in at least one programming language (Python, C++, C).
• Ability to scope and schedule deliverables independently, and be accountable for performance and delivery.
• Energetic, self-motivated and execution oriented individuals, passionate in building best in class products.

Nice to have:

• Demonstrated experience with projects related to one or more of the following: 3D reconstruction, 2D/3D detection, segmentation, meta-learning, domain adaptation, semi-supervised learning, or action prediction.
• Experience on SLAM or Structure From Motion (SFM) or 3D reconstruction
• Experience with at least one graphics APIs (e.g., OpenGL).
• Publication record of papers at relevant top conferences in Computer Vision, Computer Graphics, NLP and Machine Learning
• Demonstrated ability interacting with product and engineering teams to frame business problems into scalable machine learning solutions.

Additional Information

This is a 12-month contract opportunity with possible extensions