美国加州大学伯克利分校生物信息学方向博士后职位招聘

Job Description

Machine Learning and Bioinformatics Postdoctoral Scholar - 85145
Organization: EB-Environ Genomics & Systems Bio

Berkeley Lab’s Environmental Genomics & Systems Biology Division (http://biosciences.lbl.gov/divisions/egsb/news/) has an opening for a Machine Learning and Bioinformatics Postdoctoral Scholar. Proposed work is in support of research test and evaluation activities for the Finding Engineering-Linked Indicators (FELIX) Program. The goal of the FELIX program is to develop a suite of tools to detect engineered systems with the potential to cause harm. This statement of work outlines the specific task activities that LBNL will perform to address the technical and programmatic needs identified by IARPA for a successful activity.

What You Will Do:
• Integrate and analyze data.
• Develop new simulation strategies for complex microbial populations and microbiomes.
• Conduct large-scale simulations of complex microbial populations and microbiomes.
• Develop statistical measures for the detection of rare events.
• Compile high-quality and thoroughly vetted datasets for the testing and evaluation of community software.
• Organize and arrange the distribution of petabytes of genetic data.
• Evaluate the performance of community detection software platforms.
• Develop combination-of-experts procedures for the detection of rare events in complex backgrounds.
• Develop research objectives and proposals for own or joint research, with assistance of a mentor.
• Contribute to writing bids for research funding.
• Disseminate research findings for publication, research seminars, etc.
• Contribute to developing new models, techniques and methods.
• Contribute to Departmental/School research-related activities and research-related administration.
• Provide guidance, as required, to support staff and any students who may be assisting with the research.
• Deal with problems that may affect the achievement of research objectives and deadlines.

What Is Required:
• PhD or equivalent experience in Bioinformatics, Mathematics, Statistics or Computer Sciences. Significant experience with data science and specifically genomics.
• Proven experience with data integration and analysis and application of machine learning.
• Proven experience in Linux including file systems, shell, hardware/software monitoring etc.
• Proven experience in SQL databases (e.g. MySQL or PostgreSQL).
• Proven experience in high level (e.g. python and R, required); database development, maintaining code repositories (version control, github).
• Research experience demonstrated through successful publications.
• Good Presentation skills and talent for technology and knowledge transfer.
• Ability to work in a heterogeneous environment of Biologist, Bioinformaticians, Computer Scientists.
• Effective interpersonal and communication skills (including written and presentational).
• Ability to work and think independently and to contribute to the planning of a program of scientific research.
• Effective organizational skills and the ability to prioritize work to meet deadlines.
• Evidence of an ability to write to a standard required for research reports/publications.

Additional Desired Qualifications:
• Low level (C, C++) programming languages.
• Aptitude for international collaboration.

The posting shall remain open until the position is filled.

Notes: 
• This is a full time, 2 year, postdoctoral appointment with the possibility of renewal based upon satisfactory job performance, continuing availability of funds and ongoing operational needs. You must have less than 3 years paid postdoctoral experience. Salary for Postdoctoral positions depends on years of experience post-degree.
• Full-time, M-F, exempt (monthly paid) from overtime pay.
• This position is represented by a union for collective bargaining purposes.
• Salary will be predetermined based on postdoctoral step rates.
• This position may be subject to a background check. Any convictions will be evaluated to determine if they directly relate to the responsibilities and requirements of the position. Having a conviction history will not automatically disqualify an applicant from being considered for employment.
• Work will be primarily performed at: West Berkeley Biocenter (Potter St.) — Bldg. 977, 717 Potter St., Berkeley, CA.

How To Apply
Apply directly online at http://50.73.55.13/counter.php?id=136857 and follow the on-line instructions to complete the application process. 

Berkeley Lab (LBNL,http://www.lbl.gov/) addresses the world’s most urgent scientific challenges by advancing sustainable energy, protecting human health, creating new materials, and revealing the origin and fate of the universe. Founded in 1931, Berkeley Lab’s scientific expertise has been recognized with 13 Nobel prizes. The University of California manages Berkeley Lab for the U.S. Department of Energy’s Office of Science.

Equal Employment Opportunity: Berkeley Lab is an Equal Opportunity/Affirmative Action Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, age, or protected veteran status. Berkeley Lab is in compliance with the Pay Transparency Nondiscrimination Provision under 41 CFR 60-1.4 (http://www.dol.gov/ofccp/pdf/EO13665_PrescribedNondiscriminationPostingLanguage_JRFQA508c.pdf). Click here (http://www.dol.gov/ofccp/regs/compliance/posters/pdf/eeopost.pdf) to view the poster: "Equal Employment Opportunity is the Law".