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 Search, NLU, Personalization and Online Learning.
ML theoretical knowledge, while useful, is not as necessary as the ability to test and deploy models and large scale datasets.
- Design and train personalization 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
- 3+ years of experience with Python
- 3+ years of experience with Pytorch or Tensorflow
- Has worked in industry for more than 3 years
- Applicant must be based in Singapore, Hong Kong, Taiwan or Indonesia
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: Chinese, Indonesian, Japanese, Hindi, Spanish, German, French, Italian