Data Scientist
Job Summary
Job Description
Redhorse Corporation is seeking a Data Scientist to support Condition-Based Maintenance Plus (CBM+) initiatives, using AI/ML to improve aircraft sustainment and maintenance efficiency. The role involves developing predictive maintenance and logistics forecasting models to aid decision-making for USAF RSO stakeholders. The data scientist will work within mixed and multi-functional teams in an Agile development environment, contributing to creative and motivated solutions in a quickly changing landscape. Responsibilities include supporting program initiatives, overseeing data collection and ETL pipelines, performing exploratory data analysis (EDA), statistical analysis, and visualization to identify patterns and insights. The role also entails leading ML model development using various techniques, optimizing models for performance, and collaborating to integrate them into applications or APIs, while continuously monitoring deployed models.
Must have:
- US citizen with Secret US government clearance
- Bachelor's degree in STEM or equivalent experience
- 4 years of experience in applied NLP, data labeling, entity/keyword extraction
- Understanding of statistical distributions for data modeling
- Ability to foster positive business relationships
- Strong communication skills
- Ability to work in a fast-paced, evolving environment
- Experience with Microsoft Office suite
- Able to travel as needed
Good to have:
- Master's degree in STEM, ideally Data Science
- Advanced understanding of AI/ML in predictive maintenance/logistics
- Experience with sensor-based failure predictions
- Experience with Monte-Carlo simulation
9 skills required
Job Details
About the Organization
Now 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 Role
Redhorse 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 what’s right and what’s 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.
- Bachelor’s 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 stakeholders
Preferred Qualifications
- Master’s 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
Equal Opportunity Employer/Veterans/Disabled
Accommodations:
If you are a qualified individual with a disability or a disabled veteran, you may request a reasonable accommodation if you are unable or limited in your ability to access job openings or apply for a job on this site as a result of your disability. You can request reasonable accommodations by contacting Talent Acquisition at Talent-Acquisition@redhorsecorp.com
Redhorse Corporation shall, in its discretion, modify or adjust the position to meet Redhorse’s changing needs.
This job description is not a contract and may be adjusted as deemed appropriate in Redhorse’s sole discretion.
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