Über
SAIC is seeking an experienced Python Data Scientist Associate to support the development and maintenance of the Model Diagnostics Task Force (MDTF) framework. The role involves developing the framework, ensuring code quality, and facilitating integration with other systems while contributing to multi-institutional development meetings.
Responsibilities : • Develop the framework using the established goals of the MDTF Leads Team as a guide • create MDTF software upgrade and release plans • ensure new code is well-documented and available to end users • add new functionality and capabilities, coordinated by the MDTF Leads Team • fix bugs and evaluate performance bottlenecks • maintain CI/CD workflows for automated and manual testing/deployment • develop unit tests for the framework • maintain datasets as needed for the CI/CD and unit tests • troubleshoot and consult on Data Catalog generation • package and deploy new releases to the established PyPi distribution channel • Facilitate integration of a Jupyter Notebook-style interface for process-oriented diagnostics into the MDTF framework • Coordinate with GFDL’s Modeling Systems Division and Data Sciences Group developers as they integrate the MDTF framework into their respective workflows • Actively contribute to weekly multi-institutional development meetings
Qualifications : Required : • Bachelor’s degree in Computer Science, Information Systems, Engineering, Business or other related scientific or technical discipline • Experience in Systems Engineering or Programming • Experience in Python Programming • Strong Python skills (xarray, Jupyter notebook proficiency is a must) • Experience using and managing projects with git • Experience with version control and documentation, with an understanding of CI/CD fundamentals • Knowledge of CI/CD pipelines for automated workflows
Preferred : • Some basic knowledge of weather, ocean, or climate processes or a related science is preferred, but not necessary • Familiarity with cloud S3 storage • Familiarity with NetCDF dataset structures • Knowledge of AI and Machine Learning user agents (e.g. Gemini, Anthropic, OpenAI) • Knowledge of GitHub Actions CI/CD pipelines for automated workflows
Company :
SAIC specializes in IT, enterprise IT, engineering, and professional services. Founded in 1969, the company is headquartered in Reston, USA, with a team of 10001+ employees. The company is currently Late Stage.
Sprachkenntnisse
- English
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