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Job Information

BAE Systems AVCOM - Data Scientist in Fort Walton Beach, Florida

Job Description

The AVCOM team is looking to hire a Data Scientist to provide research and analysis of semiconductor lifecycle and industry trends, and to assist with the improvement and/or development of predictive models in support of obsolescence forecasting of electronic components. In this role, the candidate will:

  • Conduct data exploration, collection, manipulation and/or format conversion

  • Assist with the identification of data requirements for statistical analysis, and provide recommendations to address any gaps in datasets

  • Assist with the development/maintenance of web scraping scripts to collect necessary component lifecycle data

  • Apply statistical methods to large datasets including linear modeling, time series, lifecycle forecast modeling, etc.

  • Develop lifecycle forecasting models for various electronic component types in support of AVCOM s obsolescence predictive forecasting

  • Provide data visualization and presentation to AVCOM management in support of project realization and decision making

Required Education, Experience, & Skills

  • Bachelor s degree in Statistics, Applied Mathematics, or a related field

  • Experience with Python, R

  • Demonstrated relevant experience in conducting data analytics, statistical forecasting, data visualization, and briefing results to technical and non-technical audiences

  • Demonstrated relevant experience in python-based web scraping techniques

Preferred Education, Experience, & Skills

  • Familiarization with obsolescence management best practices (SD-22 and IEC62402), obsolescence management predictive tools (such as AVCOM), and semiconductor lifecycle and industry trends

  • Knowledge of electronic component lifecycle forecasting techniques

  • Experience with Python-based web scraping techniques

  • Knowledge/experience with the application of Machine Learning (ML) techniques

  • Ability to prepare and present technical information for technical meetings, reviews and briefings

  • Ability to establish and maintain effective working relationships within the department, strategic business units, and company

AVCOM - Data Scientist


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