AI Assistant for Bioinformatics Scientists

Conduct research using bioinformatics theory and methods in areas such as pharmaceuticals, medical technology, biotechnology, computational biology, proteomics, computer information science, biology and medical informatics. May design databases and develop algorithms for processing and analyzing genomic information, or other biological information.

Extensive Preparation Needed

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Core Responsibilities

  • 1Develop new software applications or customize existing applications to meet specific scientific project needs.(Core task)
  • 2Communicate research results through conference presentations, scientific publications, or project reports.(Core task)
  • 3Create novel computational approaches and analytical tools as required by research goals.(Core task)
  • 4Consult with researchers to analyze problems, recommend technology-based solutions, or determine computational strategies.(Core task)
  • 5Analyze large molecular datasets, such as raw microarray data, genomic sequence data, or proteomics data, for clinical or basic research purposes.(Core task)
  • 6Keep abreast of new biochemistries, instrumentation, or software by reading scientific literature and attending professional conferences.(Core task)
  • 7Develop data models and databases.(Core task)
  • 8Compile data for use in activities, such as gene expression profiling, genome annotation, or structural bioinformatics.(Core task)
  • 9Design and apply bioinformatics algorithms including unsupervised and supervised machine learning, dynamic programming, or graphic algorithms.(Core task)
  • 10Manipulate publicly accessible, commercial, or proprietary genomic, proteomic, or post-genomic databases.(Core task)

Top Skills Required

Reading Comprehension
Critical Thinking
Active Listening
Speaking
Complex Problem Solving
Writing
Science
Active Learning
Judgment and Decision Making
Mathematics

Knowledge Areas

BiologyComputers and ElectronicsMathematicsEnglish LanguageChemistryEducation and TrainingAdministrativeEngineering and Technology

Technology & Tools Used

In-Demand Technologies

Amazon Web Services AWS softwareApache HadoopBashC

Other Tools

Accelrys Pipeline PilotApache AccumuloApache GroovyApache HTTP ServerBioconductorBioconductor softwareBiomatters GeneiousBioPerlBLATBowtieBWA

Daily Work Activities

Working with Computers
Analyzing Data or Information
Thinking Creatively
Making Decisions and Solving Problems
Processing Information
Updating and Using Relevant Knowledge
Getting Information
Identifying Objects, Actions, and Events

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