Implementation and Operation
IO-WRL-001

Data Analysis

Responsible for analyzing data from multiple disparate sources to provide cybersecurity and privacy insight. Designs and implements custom algorithms, workflow processes, and layouts for complex, enterprise-scale data sets used for modeling, data mining, and research purposes.

  • T0068: Develop data standards, policies, and procedures
  • T0349: Collect metrics and trending data
  • T0383: Program custom algorithms
  • T0460: Develop and implement data mining and data warehousing programs
  • T1020: Determine the operational and safety impacts of cybersecurity lapses
  • T1063: Determine data requirements
  • T1064: Determine data specifications
  • T1065: Determine data capacity requirements
  • T1066: Plan for anticipated changes in data capacity requirements
  • T1297: Recommend new database technologies and architectures
  • T1400: Design and develop secure applications
  • T1440: Assess the validity of source data
  • T1445: Conduct hypothesis testing
  • T1458: Develop data gathering processes
  • T1491: Design data management systems
  • K0068: Knowledge of programming language structures and logic
  • K0647: Knowledge of data visualization tools and techniques
  • K0674: Knowledge of computer networking protocols
  • K0675: Knowledge of risk management processes
  • K0676: Knowledge of cybersecurity laws and regulations
  • K0677: Knowledge of cybersecurity policies and procedures
  • K0678: Knowledge of privacy laws and regulations
  • K0679: Knowledge of privacy policies and procedures
  • K0680: Knowledge of cybersecurity principles and practices
  • K0681: Knowledge of privacy principles and practices
  • K0682: Knowledge of cybersecurity threats
  • K0683: Knowledge of cybersecurity vulnerabilities
  • K0684: Knowledge of cybersecurity threat characteristics
  • K0685: Knowledge of access control principles and practices
  • K0686: Knowledge of authentication and authorization tools and techniques
  • K0693: Knowledge of complex data structure capabilities and applications
  • K0694: Knowledge of computer algorithm capabilities and applications
  • K0695: Knowledge of programming principles and practices
  • K0699: Knowledge of data administration policies and procedures
  • K0700: Knowledge of data standardization policies and procedures
  • K0702: Knowledge of data warehousing principles and practices
  • K0703: Knowledge of data mining principles and practices
  • K0704: Knowledge of database management system (DBMS) principles and practices
  • K0705: Knowledge of database query language capabilities and applications
  • K0706: Knowledge of database schema capabilities and applications
  • K0707: Knowledge of database systems and software
  • K0708: Knowledge of digital rights management (DRM) tools and techniques
  • K0716: Knowledge of host access control (HAC) systems and software
  • K0717: Knowledge of network access control (NAC) systems and software
  • K0736: Knowledge of information technology (IT) security principles and practices
  • K0738: Knowledge of low-level programming languages
  • K0739: Knowledge of mathematics principles and practices
  • K0742: Knowledge of identity and access management (IAM) principles and practices
  • K0744: Knowledge of operating system (OS) systems and software
  • K0746: Knowledge of policy-based access controls
  • K0747: Knowledge of Risk Adaptive (Adaptable) Access Controls (RAdAC)
  • K0750: Knowledge of query languages
  • K0751: Knowledge of system threats
  • K0752: Knowledge of system vulnerabilities
  • K0759: Knowledge of client and server architecture
  • K0766: Knowledge of data asset management principles and practices
  • K0775: Knowledge of information management tools and techniques
  • K0805: Knowledge of command-line tools and techniques
  • K0813: Knowledge of interpreted and compiled programming language characteristics
  • K0814: Knowledge of secure coding tools and techniques
  • K0862: Knowledge of data remediation tools and techniques
  • K0867: Knowledge of database application programming interfaces (APIs)
  • K0897: Knowledge of logging tools and technologies
  • K0904: Knowledge of machine learning principles and practices
  • K0914: Knowledge of binary analysis tools and techniques
  • K0952: Knowledge of information theory principles and practices
  • K0953: Knowledge of data mining tools and techniques
  • K0983: Knowledge of computer networking principles and practices
  • K0991: Knowledge of database administration principles and practices
  • K0992: Knowledge of database maintenance principles and practices
  • K1014: Knowledge of network security principles and practices
  • K1094: Knowledge of hexadecimal data
  • K1096: Knowledge of data analysis tools and techniques
  • K1097: Knowledge of data mapping tools and techniques
  • K1099: Knowledge of code analysis tools and techniques
  • K1101: Knowledge of analytics
  • K1146: Knowledge of data gathering tools and techniques
  • K1157: Knowledge of enterprise-wide version control systems
  • K1219: Knowledge of statistical processes
  • K1233: Knowledge of UNIX scripts
  • K1238: Knowledge of Windows scripts
  • S0028: Skill in developing data dictionaries
  • S0029: Skill in developing data models
  • S0109: Skill in identifying hidden patterns or relationships
  • S0114: Skill in performing sensitivity analysis
  • S0118: Skill in developing machine understandable semantic ontologies
  • S0172: Skill in applying secure coding techniques
  • S0399: Skill in creating complex data structures
  • S0400: Skill in creating programming languages
  • S0558: Skill in developing algorithms
  • S0559: Skill in performing data structure analysis
  • S0562: Skill in creating mathematical models
  • S0563: Skill in creating statistical models
  • S0579: Skill in preparing reports
  • S0586: Skill in administering databases
  • S0597: Skill in writing code in a currently supported programming language
  • S0600: Skill in collecting relevant data from a variety of sources
  • S0610: Skill in communicating effectively
  • S0621: Skill in performing binary analysis
  • S0622: Skill in implementing one-way hash functions
  • S0626: Skill in identifying common encoding techniques
  • S0631: Skill in performing data preprocessing
  • S0636: Skill in performing format conversions
  • S0640: Skill in performing regression analysis
  • S0644: Skill in performing transformation analytics
  • S0646: Skill in applying descriptive statistics
  • S0648: Skill in detecting anomalies
  • S0649: Skill in removing outliers
  • S0650: Skill in writing scripts
  • S0681: Skill in performing design modeling
  • S0700: Skill in mining data
  • S0701: Skill in performing data mining analysis
  • S0709: Skill in developing analytics
  • S0710: Skill in evaluating metadata
  • S0711: Skill in interpreting metadata
  • S0712: Skill in evaluating data source quality
  • S0728: Skill in preparing briefings
  • S0735: Skill in programming
  • S0791: Skill in presenting to an audience
  • S0807: Skill in solving problems
  • S0808: Skill in assessing an organization’s data assets
  • S0819: Skill in caching data
  • S0820: Skill in cataloging data
  • S0828: Skill in compiling data
  • S0835: Skill in distributing data
  • S0854: Skill in performing data analysis
  • S0877: Skill in performing quantitative analysis
  • S0897: Skill in retrieving data