Tóm lược
- Yêu cầu kỹ thuật:
- Machine Learning ,
- MS SQL ,
- CI/CD ,
- Git ,
- NoSQL ,
- Hadoop ,
- Docker ,
- Apache Spark ,
- Big Data ,
- Deep Learning ,
- HPC
Mô tả công việc
Tóm tắt công việc
We are seeking a highly skilled and motivated Data Engineer/Analyst, or Bioinformatician to join our growing team, focusing on AI-powered solutions in precision oncology. Collaborating with interdisciplinary teams, you will contribute to projects focused on omics data analysis and real-time machine learning inference to drive cancer treatment discovery, optimize clinical decision-making, and predict patient outcomes.
Key Responsibilities:
- Develop and maintain predictive models and scalable pipelines for omics data analysis in precision oncology.
- Design and implement software solutions to integrate multi-omics and clinical data, supporting personalized treatment decision-making.
- Optimize algorithms and data workflows for performance, efficiency, and scalability in high-throughput environments.
- Ensure seamless integration, storage, and retrieval of data.
- Competitive compensation: Attractive salary package with performance-based bonuses.
- Healthcare coverage, paid time off: Comprehensive healthcare coverage, generous vacation days, sick leave
- Cutting-edge projects: Be at the forefront of precision oncology, collaborating on meaningful projects that have a real impact on patient care.
- Collaborative culture: Work in an innovative, interdisciplinary environment alongside leading experts in biotechnology and AI.
Yêu cầu công việc
- Bachelor’s or Master’s degree in Computer Science, Bioinformatics, Software Engineering, Biotechnology, or a related field.
- Hands-on experience with large-scale omics and clinical datasets.
- Strong experience in developing machine learning and deep learning models.
- Experience in building analysis pipelines using Snakemake or Nextflow.
- Proficiency with high-performance computing (HPC) systems, Singularity, and/or Docker.
- Understanding of software development best practices, including version control (Git), code reviews, and CI/CD pipelines.
- Familiarity with cloud platforms and big data processing tools (e.g., Spark, Hadoop).
Other requirements:
- Experience with SQL, NoSQL, or distributed data systems.
- Excellent collaboration skills for working with cross-functional teams, including biologists, clinicians, and engineers.
- Ability to manage multiple projects independently in a fast-paced environment.
- Passion for advancing healthcare through AI in precision oncology.
Nice to have:
- Experience preparing scientific manuscripts in a related field.
Ngôn ngữ
-
English
Nói: Intermediate - Đọc: Intermediate - Viết: Intermediate
Yêu cầu kỹ thuật
- Machine Learning
- MS SQL
- CI/CD
- Git
- NoSQL
- Hadoop
- Docker
- Apache Spark
- Big Data
- Deep Learning
- HPC
NĂNG LỰC
- Analytic Skills
- Teamwork
- Working Independently
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.