Thông tin công việc
Mô tả
Kien Guru is a tech-enabled education company that provides a one-stop learning experience for students to have better access to quality content and service. You would have an opportunity to improve students’ education outcome by using data science such as personalized learning path, personalized assessment, learning video recommendations, and many more.
Several data science features rely a lot on language specific implementation: Roboguru and search feature. Currently, we have the data scientist expertise, we also have people who know VN language, but since it is on separate people, the coordination cost to do the work becomes high. We feel that if we have someone who is data scientist and has VN as their first language, it would be a lot more effective.
- Formulate data science problem statements from business problems by working with business stakeholders, sharpen business metrics to achieve.
- Recommend candidate solutions to the problem statements given opportunities and constraints.
- Design and develop DS or ML solutions given business use cases or user stories / features with deep understanding of the assumptions, limitations, trade-offs.
- Carry out the 3 tasks listed above with special focus applications such as searching , recommendation, data retrieval
Yêu cầu
- At least 3 YOE as Data Scientist or relevant.
- Bachelor’s Degree or higher at Information Technology or relevant
- Have NLP (Natural Language Processing) or Information Retrieval expertise, or at least experience with building/applying NLP models for Information Retrieval use cases.
- Fluent in Python programming language
- Have experience with search tools such as Elasticsearch / Lucene / Solr
- Fluent enough to communicate in English is a must, since the coordination with Indonesia team would be quite a lot.
- Have experience with one of cloud providers especially GCP is a plus
- Participation in Kaggle or any other Data Science competition and/or conference is a plus.
The ideal case would be having experience on app/features below:
- Search, searching and filtering through contents using keywords
- Homework solutions, including OCR (image to text), text classification, text search
- Bằng cấp:
Đại học - Thời gian thử việc: Thời gian thử việc: 2 tháng
- Độ tuổi:
Không giới hạn tuổi - Đồng nghiệp: Trẻ trung, thân thiện