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Computer Scientist

  • Post Date:October 28, 2021
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0 Applications
Job Description

Sygnetics is looking for a Computer Scientist in the Maryland area.
The purpose of this position is to support the development an intelligent discovery environment to identify disparate theories of the brain through parameterization. For example, to build an index of uncertainty or ambivalence for the theories, or to build a momentum index for the emergence of new signals. The contractor will leverage BRAIN awardees and other community developers in the building, evaluation, dissemination (e.g., through peer-reviewed publications and other publicly accessible outputs) and continual modification, delivery, and training for ML systems and reuse of this new discovery platform.

Minimum Education: Master’s

Certifications & Licenses
• Teaching
Skills (Ranked By Priority)
1. Project Management
1, 2, 3, 4, 5 represents priority rankings, where 1 is highest priority and 5 is lowest priority of those ranked
Software
• Python, MATLAB, SQL, C Web Design Tools Python, HTML, CSS, JavaScript
Field of Study
• Computer Science
• Electrical Engineering

STATEMENT OF WORK DETAILS
functional responsibility
Designs and implements software and hardware systems to support scientific research.
description
• Perform software development to include the definition of subsystem interface specifications, software modeling and implementing the software design
description
• Apply the techniques of parallel computing to computationally intensive tasks that are encountered in biomedical applications
description
• Implement algorithms for highly parallel computer structures containing many processor elements in application areas such as computational chemistry and structural biology
description
• Design software to help solve problems that arise during the development of new approaches to biomedical computing
1
description
• Design, develop and modify existing software to help solve scientific computing problems which involve graphics, prototype database development, genomic data analysis, modeling and simulation, and data display and presentation
description
• Establish functional requirements through discussion with investigators and observations of their methods and investigates software architectures and development of methods to improve software reusability and portability
2
functional responsibility
Evaluates experiment and testing strategies and identify new approaches, methods, and systems.
description
• Research existing and new technologies used in medicine and scientific research to evaluate how it might be optimized and expounded upon through better technology and applications
description
• Collaborate with teams of engineers and scientists in completing phases of projects by developing subsystems or components, which are part of those projects
description
• Investigate the suitability of specific methods, algorithms, and software approaches to experiments and testing
functional responsibility
Monitors and evaluates computer information systems and application performance.
description
• Conduct theoretical and experimental studies of integrated computerized information systems
description
• Analyze system performance data to identify areas in need of change or improvement
description
• Troubleshoot problems involving technical issues related to design, development, and administration of critical applications
description
• Investigate software architectures and methods development to identify where software reusability and portability could be improved
description
• Prepare performance dashboards, reports and statistical analysis for delivery to senior researchers and executives
functional responsibility
Provides subject matter expertise to senior scientists and program executives.
description
• Maintain deep understanding of computer science theories and the latest trends and developments in computational and information sciences
description
• Consult with diverse, cross-functional stakeholder groups to identify opportunities, develop problem statements and understand context to inform research strategies
description
• Work with stakeholders to select and modify computational methods and procedures
3
functional responsibility
Develops advanced approaches to artificial intelligence and machine learning to support scientific research.
description
• Establish scalable, efficient, automated processes for large scale data analyses, model development, model validation and model implementation
description
• Design, develop and deploy application programming interfaces API to optimize system interoperability and increase data reuse efficiency
description
• Develop advanced machine learning algorithms to support scientific research and biomedical research
1, 2, 3, 4, 5 represents priority rankings, where 1 is highest priority and 5 is lowest priority of those ranked