ADVANCED SOFTWARE ENGINEER

ALIBABA SOUTHEAST ASIA HOLDING PRIVATE LIMITED; Singapore; On-site; SGD 80,000 - 100,000; Full time

Job summary

A leading tech company in Singapore seeks an NLP Research Scientist to lead research and development in NLP technology. Responsibilities include addressing challenges in language models and achieving high impact through publications and patents. Candidates should possess a strong foundation in deep learning and machine learning, with a proven track record in top-tier conferences. Proficiency in frameworks like PyTorch is essential, along with excellent communication skills. Join a dynamic team focused on innovation and technology.

Qualifications

• Strong foundation in deep learning, machine learning, and natural language processing.
• Outstanding publication record in top-tier international conferences and journals.
• Proficiency in deep learning frameworks like PyTorch.

Responsibilities

• Lead innovative research in NLP technology.
• Publish influential papers and create valuable patents.
• Identify new applications for cutting-edge technologies.

Skills

Deep learning

Natural language processing

Machine learning

Communication skills

Organizational skills

Tools

PyTorch

Job description

Job Title: NLP Research Scientist

Job Responsibilities

Responsible for leading and driving innovative research and development in the field of NLP technology to address the fundamental challenges and core issues in language models, knowledge representation, machine translation, dialogue systems, and text generation. Achieve high impact through the publication of influential papers and the creation of valuable patents. Proactively explore and identify new applications for these cutting-edge technologies.

Job Qualification

• Possess a strong foundation in deep learning, machine learning, and natural language processing, including a thorough understanding of common models. Capable of selecting appropriate models and devising effective technical solutions for problem-solving purposes.
• Demonstrated outstanding publication records in top-tier international conferences and journals like ICLR, ACL, NeurIPS, EMNLP, TACL, etc. Preference given to individuals with experience in LLMs.
• Proficient in popular deep learning frameworks like PyTorch, with comprehensive knowledge of key deep learning models such as Transformer, BERT, GPT, RNN, LSTM, and their implementations.
• Exceptional organizational and communication skills, self-motivated and capable of handling pressure. Possess a strong enthusiasm for acquiring knowledge and a genuine passion for technology.