Lead bioinformatician

в Nexus
Город Singapore
Опубликовано 28.05.2021
Категория Биоинформатика
Тип вакансии Полная занятость
Удаленно
Частичная занятость

Обязанности

  • Develop and implement algorithms for working with various types of molecular data (primarily with genomics and proteomics data);
  • Create and use models and algorithms for the search for biomarkers;
  • Participate in the development of synthetic datasets solving the problem of biological data scarcity.

Требования

  • Higher specialized education;
  • Experience with multi-omics data: genomics, transcriptomics and proteomic profiling data;
  • Proficiency with R/Bioconduuctor, Unix shell and standard omics processing pipelines (QC, mapping, annotation, pathway enrichment, differential expression analysis);
  • Working knowledge of Python (primarily processing and visualization of biological data, libraries: pandas, scipy, matplotlib, seaborn);
  • Experience and skills in biological/bioinformatic research: formalization of biological problems and the search for approaches to their solution, development of research protocols, definition of requirements for input data, selection of criteria for assessing the quality of results, skills in working with models based on statistics;
  • Experience and skills in working with machine learning models will be a strong plus;
  • Ability to quickly understand scientific publications and effectively implement models from articles;
  • Skills in mapping and sequencing data collection will be a plus;
  • Experience in processing RNA sequencing data (including single cell), DNA methylation data, mass spectrometry data, GWAS data will be a plus.

Условия

  • Flexible working hours;
  • Possibility of full or part-time work;
  • Remote;
  • The ability to write scientific articles, participate in conferences, defend master's, doctoral's theses.
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