Data Scientist
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Barrow Wise Consulting
Rockville, MD, US
Summary
The Data Scientist will create and execute statistical models for educational projections and build automated reproducibility workflows. They are also responsible for conducting anomaly detection, sensitivity analysis, and producing technical reports based on complex datasets.
Job Description
Enjoy problem-solving, need a venue to display your creativity, and emerging technologies pique your interest; if so, Barrow Wise Consulting, LLC is for you. As a multi-disciplined leader, you understand the gifts that set you apart from everyone else. Demonstrate innovative solutions to our clients. Join Barrow Wise Consulting, LLC today.
Responsibilities:
The Data Scientist will support Barrow Wise's DoED project and perform the following duties:
- Create and execute all statistical models required for K–12, postsecondary, teacher, expenditure, and degree projections
- Clean, harmonize, and validate NCES, Census, and IPEDS datasets
- Build automated reproducibility workflows and modeling pipelines
- Conduct anomaly detection, sensitivity analysis, and cross-dataset validation
- Draft methodological narratives and responses to technical review
- Produce an updated edition of Projections of Education Statistics from 2030 to 2035 and other final reports
- Produce projections consistent in structure and detail with NCES 2024-034, including national totals, state and regional breakdowns, disaggregation by demographics
- Use diverse and complex models, multiple regression, and other econometric models (e.g., time series and exponential smoothing), with a large number of equations to produce projections
- Re-estimate the two-equation error-correction model, comprising a state education revenue equation and a current expenditures per pupil equation, on an updated data series incorporating the most recently available National Public Education Financial Survey Data (NPEFS) and CCD fiscal data
- Update mean absolute percentage error (MAPE) tables for all models that have sufficient historical projection series
- Develop data processing plan and technical documentation
- Work remotely
An ideal candidate has the following:
- U.S. Citizenship
- Master's Degree in a related field
- 8 years of experience performing statistical modeling and forecasting with educational data
- Experience with NCES, Census, Financial, or IPEDS datasets
- Experience developing Artificial Intelligence/Machine Learning algorithms for advanced data modeling
- A meticulous eye for detail and a commitment to accuracy
- Ability to work collaboratively in a team-focused environment
Join the team at Barrow Wise Consulting, LLC, for a fulfilling and engaging experience! Our team is dedicated to providing innovative solutions to our clients in an ethical and diverse work environment. We offer competitive compensation packages, excellent benefits, and opportunities for growth and advancement. Barrow Wise is an equal-opportunity, drug-free employer committed to diversity in the workplace. Minority/Female/Disabled/Protected Veteran/LGBT are welcome to apply.
Our employees stand behind Barrow Wise's core values of integrity, quality, innovation, and diversity. We are confident that Barrow Wise's core values, business model, and team focus create positive career paths for our employees. Barrow Wise will continue to lead the industry in delivering new solutions to clients and persevere until the client is overjoyed.
Barrow Wise Consulting, LLC is a leading management and IT consulting firm with a global presence of over 400 locations and a clientele of more than 2 million users. Our team is committed to delivering top-notch solutions that employ emerging technologies, such as Artificial Intelligence, Augmented Reality, Blockchain, Data Fusion, the Internet of Things, and Self-Healing Systems to transform your operations. Our customer-centric approach has led to remarkable results, including annual cost savings of over $500,000,000, a 70% reduction in labor, and informed decision-making.
We specialize in innovative solutions for complex challenges in data analytics, cybersecurity, digital transformation, systems engineering, and emerging technologies. We are dedicated to helping our clients leverage the power of data, safeguard their assets from cyber threats, enhance their operations with digital tools, design and implement efficient systems, and explore new possibilities with cutting-edge technologies. We proudly serve diverse clients in various sectors, including government, defense, healthcare, aerospace, education, finance, and more. Our clients trust us to deliver high-quality results, exceed expectations, and build long-term partnerships.
Our mission is to empower our clients by providing them with tailor-made solutions that meet their unique needs and goals. Our vision is to be a trusted partner for innovation and excellence in the digital age. Our values are integrity, excellence, collaboration, innovation, and customer satisfaction.
We have served as the primary contractor for esteemed organizations, such as the US Navy, US Army, GSA, US AID, State of Illinois, and Department of Treasury, by providing exceptional consulting services. We offer state-of-the-art solutions, such as Contextual Identity Access Management, 4D-Hyper Situational Awareness Application, Self-Healing Supply Chain Solutions, and DF.Illuminator (Deepfake detector).
Founded
2012
Company size
11-50 employees
Industry
IT Services and IT Consulting
Org type
Privately Held
Headquarters
Rockville, Maryland
Barrow Wise Consulting, LLC is a leading management and IT consulting firm with a global presence of over 400 locations and a clientele of more than 2 million users. Our team is committed to delivering top-notch solutions that employ emerging technologies, such as Artificial Intelligence, Augmented Reality, Blockchain, Data Fusion, the Internet of Things, and Self-Healing Systems to transform your operations. Our customer-centric approach has led to remarkable results, including annual cost savings of over $500,000,000, a 70% reduction in labor, and informed decision-making.
We specialize in innovative solutions for complex challenges in data analytics, cybersecurity, digital transformation, systems engineering, and emerging technologies. We are dedicated to helping our clients leverage the power of data, safeguard their assets from cyber threats, enhance their operations with digital tools, design and implement efficient systems, and explore new possibilities with cutting-edge technologies. We proudly serve diverse clients in various sectors, including government, defense, healthcare, aerospace, education, finance, and more. Our clients trust us to deliver high-quality results, exceed expectations, and build long-term partnerships.
Our mission is to empower our clients by providing them with tailor-made solutions that meet their unique needs and goals. Our vision is to be a trusted partner for innovation and excellence in the digital age. Our values are integrity, excellence, collaboration, innovation, and customer satisfaction.
We have served as the primary contractor for esteemed organizations, such as the US Navy, US Army, GSA, US AID, State of Illinois, and Department of Treasury, by providing exceptional consulting services. We offer state-of-the-art solutions, such as Contextual Identity Access Management, 4D-Hyper Situational Awareness Application, Self-Healing Supply Chain Solutions, and DF.Illuminator (Deepfake detector).
Founded
2012
Company size
11-50 employees
Industry
IT Services and IT Consulting
Org type
Privately Held
Headquarters
Rockville, Maryland
