DATA SCIENTIST (Data Analyst/ Python)

Perform data analysis to extract meaningful insight and design novel features to be used in classification models.
Analysis of biological data, mainly next- generation sequencing
Participate in the design and implementation of automated data analysis pipelines.
Research and develop state- of- the- art deep learning models for biological data. We strongly focus on Auto Encoder, Large language model, Graph neural networks and their applications in biological data (Bioinformatics).
The successful candidate is expected to be proficient in basic Bioinformatics tools and algorithms for next- generation sequencing data after the first 6 months. This training will be part of the annual employee appraisal.
Participate in several big data analysis projects for data mining, model building and algorithm development.

Yêu cầu công việc

Experience with high- performance computing system, UNIX environment, BASH script, GitHub/Gitlab.
Proven hands- on experience with Deep learning model development, especially Auto encoder, Large language model and Graph neural network.
Excellent communication skills in Vietnamese and English, with the ability to present and explain complex technical concepts and results to non- IT audiences.
Minimum a research- oriented Master degree in Information Technology, Applied Mathematics, Statistics or related engineering degree with +1 year of experience (or a Bachelor degree with +3 years of industrial experience).
Proven hands- on experience with popular model development framework such as Tensorflow and/or PyTorch.
Strong proficiency in Python and its data processing toolkits, especially with big data analysis.

Great if you have:

Basic knowledge in bioinformatics techniques for Next Generation Sequencing data or other types of Omics data is a plus.
Proficiency in R and its data processing toolkits is a plus.
Good knowledge in fundamental statistics such as cross- validation, hypothesis testing, common data distributions, is a plus.

Participate in all insurances (social insurance, health insurance, unemployment insurance), enjoy full policies and regimes according to the Labor Law.
Holidays and full annual leave in accordance with State regulations.
Dynamic and humane working environment Annual trip.
13th month salary.

Cập nhật gần nhất lúc: 2024-04-03 11:03:17