Job ID: 318837
Job date: 2018-03-30
End Date:
Company : UT Southwestern Medical Center Country : Role : Research Scientist
Job date: 2018-03-30
End Date:
Company : UT Southwestern Medical Center Country : Role : Research Scientist
Job Description:
Job Duties:
Additional Info:
Category: Research & Laboratory Location: 5323 Harry Hines Blvd, Dallas, TX Department: 245101 - Bioinformatics
Job Duties:
- Support faculty and students in adapting computational strategies to the specific features of the HPC infrastructure. Working with a range of systems and technologies such as compute cluster, parallel file systems, high speed interconnects, GPU-based computing and database servers.
- Develop software and methods to explore, analyze and visualize biological data sets including genomic, imaging and protein structure data.
- Participate in the design and execution of collaborative research studies in biomedical informatics.
- Train users on the application and usage of computational systems to help accelerate the pace of scientific discovery.
- 3+ years of hands-on experience in applying core Machine Learning methodologies: Artificial Neural Networks/ Deep Learning, Support Vector Machines, Matrix Factorization, Natural Language processing, Decision trees, Classification, Clustering, Predictive Analytics, Regression.
- Bachelor’s, Master’s, or PhD in Computer Science or related field with experience and demonstrable work in machine learning.
- Proficient in Linux command lines, bash scripting, and revision control e.g. Git or SVN.
- Demonstrated strength in both supervised and unsupervised learning techniques.
- Experience with standard implementations of Machine Learning algorithms through libraries/packages/APIs (e.g. scikit-learn, Theano, Spark MLlib, H2O, TensorFlow etc.).
- Experience in developing database data-structures using MySQL, Postgres, Oracle, MongoDB, etc.
- Experience with handling and combining large data-sets.
- Familiar with Data Science life cycle: Data Wrangling, Feature Engineering, Data Visualization (discovery), and Model Generation.
- Work closely with faculty and staff to design and implement data preprocessing, integration, and analysis solutions for biological data sets including genomic, imaging and protein structure data
- Contribute to writing and reviewing drafts of reports, posters, and manuscripts, including writing up interpretation of analysis results and description of statistical methods used
- Develop Machine Learning/Statistical Model algorithms applied to genomics, imagining, proteomics, and clinical data.
- Transform biological research data into usable features.
- Build automated analysis/visualization tools.
- Train users on the application and usage of computational systems to help accelerate the pace of scientific discovery.
Requeriments :
Skills :
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Additional Info:
Category: Research & Laboratory Location: 5323 Harry Hines Blvd, Dallas, TX Department: 245101 - Bioinformatics
Full/Part Time/PRN: Day Job
Regular/Temporary: Regular Schedule: Full-time Security .This position is security-sensitive and subject to Texas Education Code 51.215, which authorizes UT Southwestern to obtain criminal history record information Salary : Salary Negotiable Additional Details : The Bioinformatics CoreFacility (BICF) at UT Southwestern consists of a team of highly skilledcomputational biologists, biostatisticians, and scientific programmers whosupport data analysis projects on campus. We specialize in developingbioinformatics tools and methods for high-dimensional data analysis. This workinvolves the use of the latest machine learning algorithms with a focus onimproving existing methods using integrative data analysis methods. UTSouthwestern Medical Center is committed to an educational and working environment that provides equal opportunity to all members of the University community. In accordance with federal and state law, the University prohibits unlawful discrimination, including harassment, on the basis of: race; color; religion; national origin; gender, including sexual harassment; age; disability; citizenship; and veteran status. In addition, it is UTSouthwestern policy to prohibit discrimination on the basis of sexual orientation, gender identity, or gender expression. [Click Here to Access the Original Job Post]