Cydecor, Inc. · 1 month ago
Data Scientist (Analytic Efficiency) - Clearance Required
Alexandria, VA
Full-time
Onsite
Senior Level, Lead/Staff
8+ years expCydecor, Inc. is a premier Federal Government solutions provider delivering innovations in mission systems and business platforms. The Data Scientist will analyze complex data sets to derive actionable insights and support multiple DIA initiatives, utilizing statistical methods and machine learning tools.
AppsConsultingSoftware
No H1B
Security Clearance RequiredU.S. Citizen Only
Responsibilities
Conducts data analytics, data engineering, data mining, exploratory analysis, predictive analysis, and statistical analysis
Utilizes scientific techniques to correlate data into graphical, written, visual and verbal narrative products to inform high quality analytic decisions
Proactively retrieves data from various sources and analyze data for better understanding
Builds and utilizes Artificial Intelligence (AI)/ Machine Learning (ML) tools to automate processes for efficiencies
Builds high quality prediction systems
Utilizes data visualization and graphical applications, to include Microsoft Office (Power BI) and Tableau
Utilizes major data science languages, such as R and Python
Performs management and merging of disparate data sources, preferably through R, Python, or SQL
Performs statistical analysis, and data mining algorithms
Designs, develops, and evaluates leading-edge algorithmic intelligence concepts, practices, and technologies for implementation into OBI
Recommends advanced statistical or mathematical techniques and methodology that may permit identification and evaluation of alternatives
Assists in model formulation or experimental test design
Shares joint in team responsibility for development of advanced analytic techniques and assessments
Collaborates with team members to develop and refine exploratory efforts leveraging novel technologies
Automates ontologies and associated components to ensure semantic accuracy, relevance, and interoperability
Evaluates data science, AI/ML, and other advanced analytic methods for risks, biases, and limitations
Collaborates with team members to develop and refine semantic data retrieval and reasoning across knowledge graphs through development and optimization of data queries via multiple protocols (e.g. GraphQL, SPARQL, SHACL, SQL)
Maintains currency with independent research on methods of analysis in government, industry, and academia to keep abreast of the state of the art and keep senior leadership informed
Provides incremental enhancements to tools, capabilities, processes, and methods
Advises on emerging data science methods, tools, algorithms, training, or requirements
Serves as the primary POC for data science expertise, ensuring tradecraft compliance and analytic standards as it relates to data science techniques on the contract
Ensures compliance with tradecraft standards and adherence to best practices in AI system development and deployment
Assesses OBI documentation for completeness, accuracy, and thoroughness, and provide detailed feedback to owners and developers
Provides consultation and guidance to owners, developers, and stakeholders on OBI governance and knowledge modeling, including best practices for AI system development, testing, and deployment
Collaborates with team members to identify and implement practices for responsible AI development, to include bias detection, hallucination recognition, prompt fairness testing, adherence to analytic tradecraft standards and security policies
Supports stakeholders in translating technical documentation into analytic tradecraft compliant language
Supports and automates entity recognition and extraction summarization, in accordance with analytic tradecraft standards
Conduct audits to ensures compliant use of systems for approved use-cases in all source analysis
Develops and maintains a repository of audit findings and recommendations to facilitate knowledge sharing and best practices
Provides technical input into and participate in the development of software and computer graphics systems
Writes scripts to drive data science workflows
Works with ambiguous information, deconstruct key questions, leverage spatial data, exploit application programming interfaces, suggest methodologies, and develop data schemas to structure observations
Works with vendors and software development to implement distributed algorithms
Qualification
Required
Minimum 8 years of related experience with at least a portion of the experience within the last 2 years
Bachelor's degree in a related area from a college or university accredited by an agency recognized by the U.S. Department of Education
Demonstrated comprehensive mission knowledge and skills that affirms completion of all developmental training and related experiences
Demonstrated ability to communicate understanding from information that may be incomplete, indirect, highly complex, seemingly unrelated, and / or technically advanced
Ability to structure analytic questions based on trends in reporting and a range of analytic perspectives from other analysts, organizations, and intelligence disciplines
Demonstrated ability to work independently with minimal oversight and direction
Demonstrated ability to collaborate and work with other IC members on information sharing, driving collection, and addressing analytic disputes and conflict resolution
Demonstrated ability to develop concise, insightful, and comprehensive products for defense intelligence
Demonstrated ability to guide teams in researching multifaceted or critical problems
Active TS/SCI security clearance
Preferred
Master's degree in a related area and at least 12 years of related experience (with at least a portion of the experience within the last 2 years), or a Bachelor's degree in a related area and at least 17 years of related experience
Benefits
Health and Dental Insurance
Vision and Life Insurance
Short-Term & Long-Term Disability
401(K) + company match
Paid Time Off (PTO)
Paid Company Holidays
Tuition and Professional Development Assistance
Company
Cydecor, Inc.
Cydecor is a premier veteran-owned Federal Government solutions provider, delivering differentiated innovations in mission systems and business platforms.
501-1000 employees
Funding
Current Stage
Late StageLeadership Team
Nader Elguindi
President & CEO
Company data provided by crunchbase