Gene Solutions

186-188 Nguyen Duy Duong, TP Hồ Chí Minh

Quy mô công ty : 100-499

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Tóm lược

100-499

Product

Việt Nam

Data Scientist

Gene Solutions

Quận 10, TP Hồ Chí Minh

  • English
  • Có kinh nghiêm (Nhân viên)
  • Toàn thời gian
  • Thỏa Thuận
  • Ngày Đăng:09/01/2024
  • 1

Mô tả công việc

Tóm tắt 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.

Ngôn ngữ

  • English

    Nói: Intermediate - Đọc: Intermediate - Viết: Intermediate

Yêu cầu kỹ thuật

  • Python
  • Tensorflow
  • PyTorch
  • Unix
  • Github
  • Bash
  • Gitlab
  • Deep Learning
  • Graph Neural Network
  • LLM

NĂNG LỰC

  • Communication Skills
  • Presentation Skills

Thông tin doanh nghiệp

Gene Solutions aims to become the nation’s leading genetics research & development brand.

Over the years, Gene Solutions has taken steps to develop and constantly invest in building a strong and excellent R&D team, focusing on researching and applying useful technologies that have been certified in the world in order to bring new products and services to customers. The latest genetic testing with the best quality and the most reasonable cost, increasing Vietnamese people's access to essential genetic tests for prevention, examination and treatment, improving the quality of medical examination and treatment. treatment, contributing to improving the quality of medical services and health for the community.