Deep Learning Researcher

4 weeks ago

Singapore NUMEN CYBER TECHNOLOGY PTE. LTD. Full time
Roles & Responsibilities

Job Responsibilities

  • Dive deep into NLP research and put it into practice, tackling challenges like text classification, entity recognition, summarization, information extraction, sentiment analysis, machine translation, reading comprehension, and knowledge graphs.
  • Apply the latest and greatest Machine Learning (ML) techniques to NLP, including unsupervised learning, semi-supervised learning, few-shot learning, federated learning, online learning, and multimodal learning.
  • Shape NLP technical capabilities and evaluation systems, identifying key technologies and setting evaluation standards.
  • Stay on top of the latest NLP research, bring in cutting-edge algorithms and tech, and keep us ahead of the game.

We would love to hear from you if you have

  • A degree in Computer Science or a related field. Bonus points if you've worked in core departments at top internet or terminal companies.
  • At least 5 years of experience working with NLP algorithms.
  • Expertise in at least 2-3 NLP areas, such as information extraction, voice assistants, and generative models. Published papers are a big plus
  • Strong skills in information extraction, dialogue systems, few-shot learning for NLP, machine learning, and pre-trained models.
  • A hands-on approach and broad knowledge in the field, ready to drive breakthroughs and plan our tech direction.

What we will offer you

  • Flexible working environment
  • Friendly and supportive colleague and culture

** We regret to inform you that only shortlisted candidates will be notified.


Tell employers what skills you have

TensorFlow
Machine Learning
Sampling
Advertising
Natural Language Processing
Software Engineering
Sentiment Analysis
Information Extraction
Text Classification
Data Engineering
PyTorch
Speech Recognition
Python
Anomaly Detection
Statistics
Machine Translation

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