Job ID: 77225
Job date: 2017-11-29
End Date:
Company : Stanford University Country : Role : Research Scientist
Job date: 2017-11-29
End Date:
Company : Stanford University Country : Role : Research Scientist
Job Description:
A research lab in the Division of Biomedical Informatics Research and the Institute for Immunity, Transplantation and Infection at Stanford School of Medicine is seeking highly motivated individuals for multi-disciplinary research in computational immunology. The projects will utilize diverse cohorts generated using state-of-the-art technologies across one or more diseases. These individuals will work with, and lead teams of postdocs and graduate students focused on an immunological disease. The Data Scientist (Biostatistician 2) will with some independence, consult with investigators to refine research questions, define hypotheses, design studies and devise analysis plans. Work with senior statistician(s) to implement analysis plan and publish findings. Duties include:
Additional Info:
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A research lab in the Division of Biomedical Informatics Research and the Institute for Immunity, Transplantation and Infection at Stanford School of Medicine is seeking highly motivated individuals for multi-disciplinary research in computational immunology. The projects will utilize diverse cohorts generated using state-of-the-art technologies across one or more diseases. These individuals will work with, and lead teams of postdocs and graduate students focused on an immunological disease. The Data Scientist (Biostatistician 2) will with some independence, consult with investigators to refine research questions, define hypotheses, design studies and devise analysis plans. Work with senior statistician(s) to implement analysis plan and publish findings. Duties include:
- Design study.
- Develop and implement protocol for quality control.
- Create analytic files with detailed documentation.
- Select appropriate statistical tools for addressing a given research question.
- Implement data analysis through statistical programming.
- Present results for investigators using graphs and tables.
- Summarize findings orally and in written form.
- Participate in the preparation of papers for publication.
- Consult with investigators on appropriate statistical approaches to data analyses; assist in study design and proposal development.
- Mentor collaborators in areas of experimental design, quality control, and statistical analysis
- Develop oral and written dissemination of findings for conference presentations and peer-reviewed journal articles.
- Oversee lower-level staff on issues related to quality control and creation of analysis files.
Qualifications
DESIRED QUALIFICATIONS:- PhD in immunology, computer science or biostatistics
- Strong background in machine learning, biostatistics and bioinformatics
- Experience with various experimental technologies in immunology including but not limited to flow cytometry, tetramer, and repertoire sequencing
- Experience with analysis of sequencing data
- Manipulation and analyses of complex high-dimensional data
- Programming (python, R, Javascript, C++) and database
- Experience with deep learning approaches
- Industry experience as a data scientist
- Demonstrated ability to implement machine learning models in scalable format for broad applicability
- Strong communication and presentation skills
- Proficient in at least two of R, SAS, SPSS, or STATA.
- Skills in descriptive analysis, modeling of data, and graphic interfaces.
- Outstanding ability to communicate technical information to both technical and non-technical audiences.
- Demonstrated excellence in at least one area of expertise, which may include coordinating studies; statistical methodology such as missing data, survival analysis, statistical genetics, or informatics; statistical computing; database design (e.g., expertise in RedCAP or MySQL); graphical techniques (e.g., expertise in Illustrator).
- Interpersonal Skills: Demonstrates the ability to work well with Stanford colleagues and clients and with external organizations.
- Promote Culture of Safety: Demonstrates commitment to personal responsibility and value for safety; communicates safety concerns; uses and promotes safe behaviors based on training and lessons learned.
- Subject to and expected to comply with all applicable University policies and procedures, including but not limited to the personnel policies and other policies found in the University's Administrative Guide, http://adminguide.stanford.edu.
Requeriments :
Skills :
- Bioinformatics
- Biostatistics
- Database design
- immunology
- JavaScript
- Machine Learning
- Modeling
- MySQL
- Programing in C++
- Programing in Python
- Programming in R
- Programming in SAS
- Statistics
Areas :
Additional Info:
[Click Here to Access the Original Job Post]