R-04 Machine Learning Research Scientist
岗位简介
The focus of our team is to develop the next-generation AI research and system with the specific interests in machine learning, statistical modeling and applications to computer vision and natural language processing. A candidate should have a strong interest in one or multiple of the following topics.
• General machine learning (active learning, clustering, online learning, ranking, reinforcement learning, unsupervised learning, semi-supervised learning, etc.)
• Deep learning (architectures, generative models, deep reinforcement learning, etc.)
• Learning theory (bandits, game theory, statistical learning theory, etc.)
• Optimization (convex and non-convex optimization, matrix/tensor methods, sparsity, etc.)
• Probabilistic inference (Bayesian methods, graphical models, Monte Carlo methods, etc.)
• Trustworthy machine learning (interpretability, causality, fairness, robustness, etc.)
• General machine learning (active learning, clustering, online learning, ranking, reinforcement learning, unsupervised learning, semi-supervised learning, etc.)
• Deep learning (architectures, generative models, deep reinforcement learning, etc.)
• Learning theory (bandits, game theory, statistical learning theory, etc.)
• Optimization (convex and non-convex optimization, matrix/tensor methods, sparsity, etc.)
• Probabilistic inference (Bayesian methods, graphical models, Monte Carlo methods, etc.)
• Trustworthy machine learning (interpretability, causality, fairness, robustness, etc.)
岗位职责
• Work with machine learning scientists and cross-functional teams to develop and pursue efficient machine learning algorithms.
• Research and develop advanced machine learning and statistical modeling technologies.
• Work towards long-term ambitious research goals, while identifying intermediate milestones.
• Influence progress of relevant research communities by producing publications.
• Research and develop advanced machine learning and statistical modeling technologies.
• Work towards long-term ambitious research goals, while identifying intermediate milestones.
• Influence progress of relevant research communities by producing publications.
岗位要求
• Outstanding written and verbal communication skills.
• Ph.D. in machine learning, computer vision, applied mathematics, statistics or related fields.
• Strong publication in top conference or journals, such as ICML, NeurIPS, ICLR, CVPR, ICCV, ECCV, AAAI, IJCV, TPAMI.
• Demonstrated experience or ability working collaboratively with cross-functional teams.
• Experience in at least one of the programming languages and tools: C/C++, Python, Pytorch.
• Ph.D. in machine learning, computer vision, applied mathematics, statistics or related fields.
• Strong publication in top conference or journals, such as ICML, NeurIPS, ICLR, CVPR, ICCV, ECCV, AAAI, IJCV, TPAMI.
• Demonstrated experience or ability working collaboratively with cross-functional teams.
• Experience in at least one of the programming languages and tools: C/C++, Python, Pytorch.
截止申请日期
长期有效
申请方式
可直接填写下表递交材料，如有其它问题，可以联系招聘邮箱: hr@bigai.ai