腾讯(tencent)招聘WeChat - Data Scientist (Machine Learning) 107008
招聘职位：
WeChat - Data Scientist (Machine Learning) 107008 搜索同类职位
岗位职责：
Business Unit
What the Role Entails
As a Machine Learning Intern, you will contribute to our team's efforts in exploring and implementing advanced ML solutions for WeChat's security and content moderation systems.
Focus on GNN applications for malicious account detection and community discovery, where you'll help design graph structures, test diffusion strategies, and validate models in production scenarios.
Optimizing time-series anomaly detection models to identify suspicious patterns in registration and login behaviors across different security contexts.
Participate in fine-tuning large language models for customer complaint and report classification, ensuring our systems stay current with evolving definitions and categories through data preparation, model experimentation, and performance evaluation.
Who We Look For
Currently pursuing a Bachelor degree in Computer Science, Data Science, Mathematics, Economics, Statistics or related fields with strong Python programming skills and experience with deep learning frameworks like PyTorch or TensorFlow
You should have foundational knowledge of graph neural networks, time-series analysis, and natural language processing, along with familiarity with model training, evaluation, and optimization techniques
Experience with clustering algorithms, similarity metrics, and statistical analysis would be valuable. Strong analytical and problem-solving abilities are essential, as is the ability to work independently while collaborating effectively with the team.
Any prior experience with LLM fine-tuning, LoRA, or security-related ML applications would be considered a plus.
Self-driven, innovative, collaborative, with good communication and presentation skills, able to translate between business and technical audiences
Fluency in both English and Mandarin to deal with international stakeholders and stakeholders who are based in HQ
Equal Employment Opportunity at Tencent
As an equal opportunity employer, we firmly believe that diverse voices fuel our innovation and allow us to better serve our users and the community. We foster an environment where every employee of Tencent feels supported and inspired to achieve individual and common goals.
Work Location: Singapore-CapitaSky
岗位要求：
岗位要求详情请见上方岗位职责内说明
Business Unit
What the Role Entails
As a Machine Learning Intern, you will contribute to our team's efforts in exploring and implementing advanced ML solutions for WeChat's security and content moderation systems.
Focus on GNN applications for malicious account detection and community discovery, where you'll help design graph structures, test diffusion strategies, and validate models in production scenarios.
Optimizing time-series anomaly detection models to identify suspicious patterns in registration and login behaviors across different security contexts.
Participate in fine-tuning large language models for customer complaint and report classification, ensuring our systems stay current with evolving definitions and categories through data preparation, model experimentation, and performance evaluation.
Who We Look For
Currently pursuing a Bachelor degree in Computer Science, Data Science, Mathematics, Economics, Statistics or related fields with strong Python programming skills and experience with deep learning frameworks like PyTorch or TensorFlow
You should have foundational knowledge of graph neural networks, time-series analysis, and natural language processing, along with familiarity with model training, evaluation, and optimization techniques
Experience with clustering algorithms, similarity metrics, and statistical analysis would be valuable. Strong analytical and problem-solving abilities are essential, as is the ability to work independently while collaborating effectively with the team.
Any prior experience with LLM fine-tuning, LoRA, or security-related ML applications would be considered a plus.
Self-driven, innovative, collaborative, with good communication and presentation skills, able to translate between business and technical audiences
Fluency in both English and Mandarin to deal with international stakeholders and stakeholders who are based in HQ
Equal Employment Opportunity at Tencent
As an equal opportunity employer, we firmly believe that diverse voices fuel our innovation and allow us to better serve our users and the community. We foster an environment where every employee of Tencent feels supported and inspired to achieve individual and common goals.
Work Location: Singapore-CapitaSky
岗位要求：
岗位要求详情请见上方岗位职责内说明
免责声明：
此信息由腾讯官网 (查看来源)审核并发布，我们转载该信息，仅出于传递更多就业招聘资讯、促进大学生及广大求职者就业之目的。该招聘职位信息的真实性、准确性、时效性及合法性均由原始发布方“腾讯官网”负责。我们作为信息转载平台，不构成求职建议，不涉及任何职业中介服务，不对其内容承担任何形式的保证责任。请用户在使用转载信息时保持审慎，自行判断并承担相应风险，求职请认准企业官方渠道！
