6 months ago
Tổng quan về công việc và trách nhiệm We are looking for a talented software engineer that has a deep understanding of Deep Learning and experience deploying models in production. You will have the role of improving Meetkai's ML capabilities across Question and Answering, NLU, Personalization and NLG. ML theoretical knowledge, while useful, is not as necessary as the ability to test and deploy models and large scale datasets. For this specific role, you will be challenged with designing and building a Question and Answering (QnA) system that is capable of having dynamic conversations to inform users on specific historical and conceptual topics. Responsibilities - Design and train Question and Answering models - Develop processes for automatic deployment of ML models upon improvements - Develop processes to train deep learning models at scale - Productionize trained models (potentially on edge) Kỹ năng và kinh nghiệm tối thiểu - 2+ years of experience with Python - 2+ years of experience with Pytorch or Tensorflow - Applicant must be based in Singapore, Hong Kong, Taiwan or Indonesia - Has worked in industry for more than 3 years - Experience with NLU/QnA models - Experience in deploying ML based products into production Ưu tiên có kỹ năng và kinh nghiệm - Experience with deploying ML models in the cloud or on edge devices - Have experience with distributed queueing technologies like Kafka - Experience with online learning algorithms and models - Experience in working with resource limited devices. - Fluency in a 2nd language: Spanish, German, French, Chinese, Indonesian, Italia