IO-WRL-001
Data Analysis  OPM Code: 422

Provides implementation, administration, configuration, operation, and maintenance to ensure effective and efficient technology system performance and security.

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.

Code Description Work Roles
T0068 Develop data standards, policies, and procedures 1
T0349 Collect metrics and trending data 1
T0383 Program custom algorithms 1
T0460 Develop and implement data mining and data warehousing programs 1
T1020 Determine the operational and safety impacts of cybersecurity lapses 37
T1063 Determine data requirements 1
T1064 Determine data specifications 2
T1065 Determine data capacity requirements 3
T1066 Plan for anticipated changes in data capacity requirements 2
T1297 Recommend new database technologies and architectures 2
T1400 Design and develop secure applications 3
T1440 Assess the validity of source data 1
T1445 Conduct hypothesis testing 1
T1458 Develop data gathering processes 1
T1491 Design data management systems 2
Code Description Work Roles
K0068 Knowledge of programming language structures and logic 7
K0647 Knowledge of data visualization tools and techniques 1
K0674 Knowledge of computer networking protocols 40
K0675 Knowledge of risk management processes 41
K0676 Knowledge of cybersecurity laws and regulations 41
K0677 Knowledge of cybersecurity policies and procedures 41
K0678 Knowledge of privacy laws and regulations 41
K0679 Knowledge of privacy policies and procedures 41
K0680 Knowledge of cybersecurity principles and practices 40
K0681 Knowledge of privacy principles and practices 40
K0682 Knowledge of cybersecurity threats 40
K0683 Knowledge of cybersecurity vulnerabilities 40
K0684 Knowledge of cybersecurity threat characteristics 40
K0685 Knowledge of access control principles and practices 21
K0686 Knowledge of authentication and authorization tools and techniques 21
K0693 Knowledge of complex data structure capabilities and applications 3
K0694 Knowledge of computer algorithm capabilities and applications 5
K0695 Knowledge of programming principles and practices 3
K0699 Knowledge of data administration policies and procedures 2
K0700 Knowledge of data standardization policies and procedures 2
K0702 Knowledge of data warehousing principles and practices 3
K0703 Knowledge of data mining principles and practices 4
K0704 Knowledge of database management system (DBMS) principles and practices 2
K0705 Knowledge of database query language capabilities and applications 2
K0706 Knowledge of database schema capabilities and applications 2
K0707 Knowledge of database systems and software 9
K0708 Knowledge of digital rights management (DRM) tools and techniques 2
K0716 Knowledge of host access control (HAC) systems and software 10
K0717 Knowledge of network access control (NAC) systems and software 10
K0736 Knowledge of information technology (IT) security principles and practices 18
K0738 Knowledge of low-level programming languages 3
K0739 Knowledge of mathematics principles and practices 7
K0742 Knowledge of identity and access management (IAM) principles and practices 10
K0744 Knowledge of operating system (OS) systems and software 16
K0746 Knowledge of policy-based access controls 15
K0747 Knowledge of Risk Adaptive (Adaptable) Access Controls (RAdAC) 15
K0750 Knowledge of query languages 2
K0751 Knowledge of system threats 40
K0752 Knowledge of system vulnerabilities 40
K0759 Knowledge of client and server architecture 16
K0766 Knowledge of data asset management principles and practices 5
K0775 Knowledge of information management tools and techniques 2
K0805 Knowledge of command-line tools and techniques 6
K0813 Knowledge of interpreted and compiled programming language characteristics 7
K0814 Knowledge of secure coding tools and techniques 6
K0862 Knowledge of data remediation tools and techniques 3
K0867 Knowledge of database application programming interfaces (APIs) 2
K0897 Knowledge of logging tools and technologies 1
K0904 Knowledge of machine learning principles and practices 1
K0914 Knowledge of binary analysis tools and techniques 3
K0952 Knowledge of information theory principles and practices 5
K0953 Knowledge of data mining tools and techniques 3
K0983 Knowledge of computer networking principles and practices 39
K0991 Knowledge of database administration principles and practices 3
K0992 Knowledge of database maintenance principles and practices 3
K1014 Knowledge of network security principles and practices 40
K1094 Knowledge of hexadecimal data 1
K1096 Knowledge of data analysis tools and techniques 3
K1097 Knowledge of data mapping tools and techniques 1
K1099 Knowledge of code analysis tools and techniques 4
K1101 Knowledge of analytics 3
K1146 Knowledge of data gathering tools and techniques 1
K1157 Knowledge of enterprise-wide version control systems 3
K1219 Knowledge of statistical processes 1
K1233 Knowledge of UNIX scripts 1
K1238 Knowledge of Windows scripts 1
Code Description Work Roles
S0028 Skill in developing data dictionaries 1
S0029 Skill in developing data models 1
S0109 Skill in identifying hidden patterns or relationships 1
S0114 Skill in performing sensitivity analysis 1
S0118 Skill in developing machine understandable semantic ontologies 1
S0172 Skill in applying secure coding techniques 6
S0399 Skill in creating complex data structures 1
S0400 Skill in creating programming languages 1
S0558 Skill in developing algorithms 5
S0559 Skill in performing data structure analysis 5
S0562 Skill in creating mathematical models 4
S0563 Skill in creating statistical models 4
S0579 Skill in preparing reports 11
S0586 Skill in administering databases 3
S0597 Skill in writing code in a currently supported programming language 7
S0600 Skill in collecting relevant data from a variety of sources 4
S0610 Skill in communicating effectively 7
S0621 Skill in performing binary analysis 2
S0622 Skill in implementing one-way hash functions 3
S0626 Skill in identifying common encoding techniques 1
S0631 Skill in performing data preprocessing 1
S0636 Skill in performing format conversions 1
S0640 Skill in performing regression analysis 1
S0644 Skill in performing transformation analytics 1
S0646 Skill in applying descriptive statistics 1
S0648 Skill in detecting anomalies 1
S0649 Skill in removing outliers 1
S0650 Skill in writing scripts 1
S0681 Skill in performing design modeling 2
S0700 Skill in mining data 2
S0701 Skill in performing data mining analysis 2
S0709 Skill in developing analytics 3
S0710 Skill in evaluating metadata 2
S0711 Skill in interpreting metadata 2
S0712 Skill in evaluating data source quality 7
S0728 Skill in preparing briefings 6
S0735 Skill in programming 1
S0791 Skill in presenting to an audience 9
S0807 Skill in solving problems 9
S0808 Skill in assessing an organization's data assets 1
S0819 Skill in caching data 2
S0820 Skill in cataloging data 2
S0828 Skill in compiling data 2
S0835 Skill in distributing data 2
S0854 Skill in performing data analysis 8
S0877 Skill in performing quantitative analysis 1
S0897 Skill in retrieving data 2