Dioworks
Country : Singapore
  • Full-time
  • Internship
  • Contract

Natural Language Processing Data Scientist

Dioworks is an e-learning design company focused on using technology as enablers to make learning easy, engaging and effective. Dioworks offers bespoke solutions for organisations to integrate learning, training and assessment of work-based competencies via blended learning strategies. Specifically, we combine the strengths of Classroom-Facilitated Learning, Online Courses and our "Kinetic Coach" automated response training solution to equip learners with future-ready work skills. Dioworks is proud to be the the winner of InnovPlus Challenge 2017, a competition organised by iN.LAB’. InnovPlus Challenge is part of the larger iN.LEARN 2020 national strategy to boost innovation in the CET sector in Singapore.

Responsibilities

We are looking for a Natural Language Processing data scientist to implement and improve our chatbot products.
 

As a Natural Language Processing Data Scientist, you will be responsible for:

  • implementing algorithms and building machine learning models in Python for Question Answering, Natural Language Understanding, Topic Segmentation/Modelling and Part of Speech (POS) Tagging.

  • applying deep learning to Natural Language Processing, Understanding and Generation.

  • building and adapting machine learning models for production systems.

  • creating and implementing chatbots including all the necessary backend development.

Requirements

An ideal candidate will have:

  • A tertiary qualification in a highly quantitative field.

  • Excellent working knowledge and proven technical proficiency in Python language.

  • Proven experience with Natural Language Question Answering in academia or in the industry.

  • Proven experience working with Deep Learning, preferably in Tensorflow or Keras.

  • Proven experience in at least three of the following: NLTK, SpaCy, Gensim, AIML, Django.

  • Experience with the Facebook App Review process and Messenger chatbot development and deployment will be a bonus but not required.

  • Singapore citizenship or PR preferred.

Kindly note that only shortlisted candidates will be notified.

 

Salary

4000 - 5000 SGD

Total applicants :27 Job posted 6 months ago Total Views : 822 Unique Views : 810 Today Views : 11


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