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Lead Data Scientist

Redhorse Corporation
Arlington, USA
Full-time
Senior Level
Onsite
Discovered 2 months ago

Full Job Posting

  • Manage a Data Science delivery team of one data scientist and two data analysts performing work on the government-provided PANDA platform.
  • Delivery Teams will each be responsible for a subset of assigned aircraft platforms and respective work unit codes (WUCs) within an Aircraft Group. Delivery Teams are primarily responsible for data analysis/data science work supporting the following functions: sustain existing WUC predictive failure models support selection and analysis of new WUC predictive failure models field newly approved WUC predictive failure models generate monthly enhanced reliability centered maintenance forecasts for assigned WUCs generate and maintain a long-range supply forecast utilizing Monte Carlo simulation for assigned WUCs participate in user and stakeholder engagements and technical discussions gather and provide feedback on best practices and recommended enhancements to the platform document work performed in technical reports
  • sustain existing WUC predictive failure models
  • support selection and analysis of new WUC predictive failure models
  • field newly approved WUC predictive failure models
  • generate monthly enhanced reliability centered maintenance forecasts for assigned WUCs
  • generate and maintain a long-range supply forecast utilizing Monte Carlo simulation for assigned WUCs
  • participate in user and stakeholder engagements and technical discussions
  • gather and provide feedback on best practices and recommended enhancements to the platform
  • document work performed in technical reports
  • Bachelor’s degree in a highly quantitative field (Computer Science, Machine Learning, Operational Research, Statistics, Mathematics, etc.) or equivalent professional or military experience.
  • Data Scientist with 8 years of experience and experience in failure prediction or predictive maintenance work.
  • Understanding of Weibull distribution and use for modeling part failures
  • Proven ability to drive key client communication and expectations
  • Experience engaging clients and developing relationships
  • Strong communication skills and ability to understand business functionality
  • Ability to foster positive business relationships
  • Proven leadership abilities and interpersonal skills
  • Experience working with office productivity software, such as Microsoft Office suite, including Word, Excel, PowerPoint and file sharing applications.
  • Must have an active Secret clearance
  • Able to travel as needed to meet with government customers and stakeholders
  • Experience with sensor-based failure predictions and modeling
  • Experience with Natural Language Processing

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