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Mô Tả Công Việc
- Analysis of biological data, mainly next-generation sequencing
- Perform data analysis to extract meaningful insight and design novel features to be used in classification models.
- 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).
- Participate in several big data analysis projects for data mining, model building and algorithm development.
- Participate in the design and implementation of automated data analysis pipelines.
- 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.
Yêu Cầu Công Việc
- 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 Deep learning model development, especially Auto encoder, Large language model and Graph neural network.
- Strong proficiency in Python and its data processing toolkits, especially with big data analysis.
- Proven hands-on experience with popular model development framework such as Tensorflow and/or PyTorch.
- Experience with high-performance computing system, UNIX environment, BASH script, GitHub/Gitlab.
- Excellent communication skills in Vietnamese and English, with the ability to present and explain complex technical concepts and results to non-IT audiences.
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.
Hình thức
Quyền Lợi
- 13th month salary.
- Holidays and full annual leave in accordance with State regulations.
- Participate in all insurances (social insurance, health insurance, unemployment insurance), enjoy full policies and regimes according to the Labor Law.
- Dynamic and humane working environment Annual trip.
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