Data Scientist
Remote
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Redhorse
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About the OrganizationNow is a great time to join Redhorse Corporation. Redhorse specializes in developing and implementing creative strategies and solutions with private, state, and federal customers in the areas of cultural and environmental resources services, climate and energy change, information technology, and intelligence services. We are hiring creative, motivated, and talented people with a passion for doing what's right, what's smart, and what works.
About the RoleRedhorse Corporation is seeking a Data Scientist to support Condition-Based Maintenance Plus (CBM+) initiatives, leveraging AI/ML to enhance aircraft sustainment and optimize maintenance efficiency. The data scientist will help develop predictive maintenance and logistics forecasting models to support the development of decision-making tools for program-wide initiatives for all USAF RSO stakeholders. This role also includes working within mixed and multi-functional teams in an Agile development environment. Most importantly, we are working in a quickly changing environment, so we are hiring creative, motivated, and talented people with a passion for doing whatās right and whatās smart while building a solution that works.
About the RoleRedhorse Corporation is seeking a Data Scientist to support Condition-Based Maintenance Plus (CBM+) initiatives, leveraging AI/ML to enhance aircraft sustainment and optimize maintenance efficiency. The data scientist will help develop predictive maintenance and logistics forecasting models to support the development of decision-making tools for program-wide initiatives for all USAF RSO stakeholders. This role also includes working within mixed and multi-functional teams in an Agile development environment. Most importantly, we are working in a quickly changing environment, so we are hiring creative, motivated, and talented people with a passion for doing whatās right and whatās smart while building a solution that works.
Key Responsibilities
- Support program initiatives from inception to deployment, ensuring alignment with CBM+ business and mission objectives.
- Oversee data collection & processing, including implementation/sustainment of ETL pipelines, as well as cleaning and preprocess datasets for usage
- Perform EDA, to include, performing statistical analysis and visualization to understand data patterns, identifying correlations, trends, and insights to drive product development
- Lead ML model development using regression, classification, clustering, & deep learning while optimizing models for accuracy, performance, and scalability
- Collaborate with a multi-functional team to integrate models into applications or APIs
- Continuously monitor deployed models for performance drift and degradation.
Required Qualifications
- US citizen with a Secret US government clearance. Applicants who are not US Citizens and who do not have a current active Secret security clearance will not be considered for this role.
- Bachelorās degree in a STEM field or proven equivalent professional experience.
- 4 years of experience including applied NLP, data labeling, entity or keyword extraction, and related topics
- Understanding and use of various statistical distributions and use for data modeling
- Ability to foster positive business relationships
- Strong communication skills capable of presenting technical findings to diverse audiences.
- Ability to work in a fast-paced, evolving environment while managing multiple projects.
- Experience working with office productivity software, such as Microsoft Office suite, including Word, Excel, PowerPoint and file sharing applications.
- Able to travel as needed to meet with government customers and stakeholdersĀ
Preferred Qualifications
- Masterās degree in STEM field, ideally Data Science
- Advanced understanding of AI/ML applications in predictive maintenance/logistics
- Experience with sensor-based failure predictions and modeling
- Experience with Monte-Carlo simulation and calculation of confidence levels
* Salary range is an estimate based on our AI, ML, Data Science Salary Index š°
Job stats:
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Category:
Data Science Jobs
Tags: Agile APIs Classification Clustering Deep Learning EDA ETL Excel Machine Learning ML models NLP Pipelines Predictive Maintenance Security Statistics STEM
Perks/benefits: Career development
Region:
Remote/Anywhere
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