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Sr. Data Scientist - Charlottesville, United States - Workday
Description
Sr. Data Scientist (Modeling)Job Category:
Science
Time Type:
Full time
Minimum Clearance Required to Start:
Top Secret
Employee Type:
Regular
Percentage of Travel Required:
Up to 10%
Type of Travel:
Local
Sr Data Scientist (Modeling)
We are looking for a Senior Scientist skilled in the scientific method and data modeling skills to analyze and answer complex questions in the defense domain.
You will collaborate with a team of scientists, engineers, analysts, data modelers and a broad range of domain experts on a wide range of problems.
As a Senior Scientist – Modeling, your emphasis will be in systems modeling, experimental design, research methods, and (most importantly) critical thinking to ensure that conclusions are supported by the available evidence.
Direct experience or strong interest in a broad range of defense systems would be an advantage.
You will communicate your findings and recommendations to technical and non-technical audiences, using clear and compelling reports.
Responsibilities:
Manage modeling projects for defense related applications in lead, individual contributor, or independent reviewer roles.
Collect, integrate, and evaluate data from multiple sources.
Develop and/or critique advanced predictive models, machine learning algorithms, and statistical methods to discover insights and identify opportunities.
Critique and redesign experimental methods to achieve the desired objectives.
Create and present reports that explain the results and implications to technical and non-technical audiences.
Provide guidance and mentorship to junior data scientists and analysts in the team.
Stay current on the latest developments in modeling, AI/ML, and defense domains.
Minimum Requirements:
MA/MS degree in a related scientific field (Mathematics, Applied Mathematics, Statistics, Data Science, etc.)
10+ years of experience with 3 or more years on related programs and projects. At least 7 years of experience modeling real-world systems in Engineering, Physics, Health, or comparable systems.
Active Top-Secret clearance with SCI eligibility.
Hands-on experience applying a wide variety of statistical modeling techniques to real world problems.
Experience using tools such as Python, R, MATLAB, SAS, SPSS or equivalent.
Well-developed written and oral communication skills with ability to present complex statistical concepts to non-analytical stakeholders (Excel, Word and PowerPoint are a must).
Interest and/or direct experience with a broad range of defense systems is a plus.Expertise in statistical modeling and machine learning techniques, such as supervised learning, unsupervised learning, deep learning, regression, decision trees, Bayesian inference, etc.
Additional Beneficial Experience:
A proven track record of designing and delivering complex IT solutions for global enterprise-scale organizations.
A deep understanding of enterprise architecture framework and design patterns.
Hands-on experience in designing and implementing cloud-based data-driven solutions that include artificial intelligence, machine learning, big data, and analytics components.
Relevant experience in C5ISR defense systems and operations, and an understanding of the security challenges and requirements in this domain.
A familiarity with the defense industry standards, regulations, and best practices, and an ability to apply them to the solutions architecture.
A capability to design and implement solutions that meet the defense clients' operational, tactical, and strategic needs, and that enhance their mission readiness and effectiveness.
A proficient knowledge of various programming languages, platforms, frameworks, databases, cloud services, and software development tools.Excellent communication skills and the ability to explain technical information in layman's terms.
A customer-oriented attitude and a passion for creating innovative and effective solutions whilst understanding critical details.
What We Can Offer You:
We've been named a Best Place to Work by the Washington Post.
Our employees value the flexibility at CACI that allows them to balance quality work and their personal lives.
We offer competitive benefits and learning and development opportunities.
We are mission-oriented and ever vigilant in aligning our solutions with the nation's highest priorities.
For over 60 years, the principles of CACI's unique, character-based culture have been the driving force behind our success.
Company Overview:
At CACI, you will have the opportunity to make an immediate impact by providing information solutions and services in support of national security missions and government transformation for Intelligence, Defense, and Federal Civilian customers.
CACI is an Equal Opportunity/Affirmative Action Employer.
All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, status as a protected veteran, or any other protected characteristic.
