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
Source: Workforce Framework for Cybersecurity (NICE Framework) (NIST SP 800-181 Rev 1) (Version: 1.0.0)