Job Description:
Under direct supervision, applies professional bioinformatics concepts and computational procedures to complete small projects or portions of projects. Works on assignments of limited scope and complexity. Follows standard programming procedures to analyze situations and data from which answers can be readily obtained. Designs, prototypes, implements, and benchmarks scalable algorithms in Structural Bioinformatics using Big Data frameworks for distributed, parallel computing. Develops scripting frameworks and tutorials to make these algorithms easily accessible to users. Applies Machine Learning, including Deep Learning to problems in Bioinformatics. QUALIFICATIONS: -Basic knowledge of bioinformatics methods and data structures. Advanced knowledge about protein structure and structural bioinformatics. -Basic knowledge of applications programming and web development. Experience using IDEs, such as Eclipse, and source code repositories, such as Git. -Advanced experience in software development using Python and Java. Experience with Python libraries, such as Numpy and Scikit. Experience using Jupyter or iPython Notebook. Experience with BioPython or BioJava libraries. -Knowledge of Big Data frameworks, such as Apache Spark or Hadoop. -In-depth knowledge of Machine Learning, in particular Artificial Neural Networks and application to bioinformatics. Experience with Keras and TensorFlow Deep Learning libraries. Experience with training and validating Artificial Neural Networks.
Additional Info:
SPECIAL CONDITIONS ~Successful completion of a background check is required for this critical position. Apply Now The University of California is an Equal Opportunity/Affirmative Action Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, national origin, disability, age, protected veteran status, gender identity or sexual orientation. For the complete University of California nondiscrimination and affirmative action policy see: http://www-hr.ucsd.edu/saa/nondiscr.html [Click Here to Access the Original Job Post]
Under direct supervision, applies professional bioinformatics concepts and computational procedures to complete small projects or portions of projects. Works on assignments of limited scope and complexity. Follows standard programming procedures to analyze situations and data from which answers can be readily obtained. Designs, prototypes, implements, and benchmarks scalable algorithms in Structural Bioinformatics using Big Data frameworks for distributed, parallel computing. Develops scripting frameworks and tutorials to make these algorithms easily accessible to users. Applies Machine Learning, including Deep Learning to problems in Bioinformatics. QUALIFICATIONS: -Basic knowledge of bioinformatics methods and data structures. Advanced knowledge about protein structure and structural bioinformatics. -Basic knowledge of applications programming and web development. Experience using IDEs, such as Eclipse, and source code repositories, such as Git. -Advanced experience in software development using Python and Java. Experience with Python libraries, such as Numpy and Scikit. Experience using Jupyter or iPython Notebook. Experience with BioPython or BioJava libraries. -Knowledge of Big Data frameworks, such as Apache Spark or Hadoop. -In-depth knowledge of Machine Learning, in particular Artificial Neural Networks and application to bioinformatics. Experience with Keras and TensorFlow Deep Learning libraries. Experience with training and validating Artificial Neural Networks.
Skills :
- Bioinformatics
- Machine Learning
- Parallel Computing
- Programing in Python
- Programing Skills
- Programming in Java
- Software Design
Areas :
Additional Info:
SPECIAL CONDITIONS ~Successful completion of a background check is required for this critical position. Apply Now The University of California is an Equal Opportunity/Affirmative Action Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, national origin, disability, age, protected veteran status, gender identity or sexual orientation. For the complete University of California nondiscrimination and affirmative action policy see: http://www-hr.ucsd.edu/saa/nondiscr.html [Click Here to Access the Original Job Post]