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Automation Risk Analysis

Will “Data Governance Analyst” be Automated?

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AI Exposure Risk

62%

“Data Governance Analyst” will maybe be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 62% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

27%

“Data Governance Analyst” will almost certainly not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 27% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Database Architects, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Design strategies for enterprise databases, data warehouse systems, and multidimensional networks. Set standards for database operations, programming, query processes, and security. Model, design, and construct large relational databases or data warehouses. Create and optimize data models for warehouse infrastructure and workflow. Integrate new systems with existing warehouse structure and refine system performance and functionality.

Avg. Annual Salary $142,620
Avg. Hourly Wage $68.57
Available Jobs (US) 64,770
Job Title & Hierarchy Code (SOC) Database Architects #15-1243
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Database Architects”

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Core Skills & Abilities

  • Develop database architectural strategies at the modeling, design and implementation stages to address business or industry requirements.

  • Design database applications, such as interfaces, data transfer mechanisms, global temporary tables, data partitions, and function-based indexes to enable efficient access of the generic database structure.

  • Set up database clusters, backup, or recovery processes.

  • Develop methods for integrating different products so they work properly together, such as customizing commercial databases to fit specific needs.

  • Identify, evaluate and recommend hardware or software technologies to achieve desired database performance.

  • Develop load-balancing processes to eliminate down time for backup processes.

  • Work as part of a project team to coordinate database development and determine project scope and limitations.

  • Develop and document database architectures.

  • Develop data model describing data elements and their use, following procedures and using pen, template or computer software.

  • Develop or maintain archived procedures, procedural codes, or queries for applications.

  • Identify and correct deviations from database development standards.

  • Demonstrate database technical functionality, such as performance, security and reliability.

  • Review project requests describing database user needs to estimate time and cost required to accomplish project.

  • Plan and install upgrades of database management system software to enhance database performance.

  • Train users and answer questions.

  • Write and code logical and physical database descriptions, and specify identifiers of database to management system or direct others in coding descriptions.

  • Test programs or databases, correct errors, and make necessary modifications.

  • Identify and evaluate industry trends in database systems to serve as a source of information and advice for upper management.

  • Develop data models for applications, metadata tables, views or related database structures.

  • Document and communicate database schemas, using accepted notations.

  • Create and enforce database development standards.

  • Provide technical support to junior staff or clients.

  • Collaborate with system architects, software architects, design analysts, and others to understand business or industry requirements.

  • Establish and calculate optimum values for database parameters, using manuals and calculators.

  • Design databases to support business applications, ensuring system scalability, security, performance, and reliability.

Technologies & Software

  • Database design software
  • Data dictionary software
  • Drupal
  • Mistral (Mistral AI)
  • Gemini (Google)
  • Microsoft Publisher
  • Microsoft Windows
  • Encryption software
  • Oracle Jdeveloper
  • Quest SharePlex
  • Shell script
  • Interface Computers Data Loader
  • Data definition language DDL
  • Microsoft Dynamics
  • Gemini Code Assist
  • IBM Power Systems software
  • Microsoft Power BI
  • DeepSeek
  • IBM Domino
  • CA Technologies ERWin Data Modeler
  • Teradata Database
  • CloverETL
  • GitHub
  • Microsoft Azure software
  • FileMaker Pro
  • Nagios
  • Django
  • Nova (Amazon)
  • Google Sites
  • Amazon Elastic Compute Cloud EC2
  • Veritas NetBackup
  • SolarWinds
  • IBM InfoSphere Warehouse
  • Apache Flume
  • Apache HTTP Server
  • Oracle WebLogic Server
  • MapR Converged Data Platform
  • Multidimensional Expressions MDX
  • Oracle PeopleSoft Financials
  • Oracle JDBC
  • Ab Initio
  • NetSuite ERP
  • Oracle Fusion Applications
  • MariaDB
  • Jitterbit
  • Oracle SQL Developer
  • Catalog navigation software
  • Swift
  • Cisco Webex
  • JavaScript Object Notation JSON
  • CA Easytrieve Report Generator
  • WisdomForce DatabaseSync System
  • Coglin Mill RODIN
  • Mistral AI (chat/models)
  • Relational database management system software
  • Apache Hadoop
  • Storage area network SAN software
  • Claude (Anthropic)
  • Microsoft Exchange
  • PHP
  • Red Hat Ansible Engine
  • Node.js
  • Apache Solr
  • Systems and data disaster recovery software
  • Apache Spark
  • Ubuntu
  • Kimi (Moonshot AI)
  • Oracle Enterprise Manager Cloud Control
  • Apache Tomcat
  • Amazon Web Services AWS CloudFormation
  • CA IDMS
  • SAS Data Integration Studio
  • Oracle Recovery Manager
  • Apache Cassandra
  • IBM ADSTAR
  • Data modeling software
  • Splunk Enterprise
  • Oracle Data Integrator
  • Bolt.new
  • Altova MapForce
  • IBM Content Manager
  • Talend Big Data Integration
  • SAP software
  • Git
  • Atlassian JIRA
  • Blackboard software
  • Access management software
  • Database security software
  • Qwen (Alibaba)
  • Advanced business application programming ABAP
  • Microsoft .NET Framework
  • Llama (Meta)
  • Apache Kafka
  • MicroStrategy
  • Test data generator software
  • Minitab
  • UNIX Shell
  • Apache Hive
  • Apache Struts
  • Database testing software
  • Scriptella
  • Ellucian Banner ERP
  • Oracle Data Guard
  • Enterprise JavaBeans
  • NortonLifeLock cybersecurity software
  • Quest Erwin Data Modeler
  • VMware
  • Red Hat OpenShift
  • Oracle Golden Gate
  • Talend Data Fabric
  • Oracle Hyperion
  • Microsoft Visual Basic
  • Data mapping software
  • Microsoft SharePoint
  • Teradata Active Enterprise Data Warehouse
  • Pentaho Kettle
  • Jupyter Notebook
  • Quest SQL Optimizer for Oracle
  • Wireshark
  • Database capacity planning software
  • Unified modeling language UML
  • Python
  • Perl
  • IBM Informix
  • Microsoft Word
  • Red Hat WildFly
  • C shell
  • KornShell
  • DOS shell script
  • Microsoft Visual C# .NET
  • Adobe Acrobat
  • Amazon DynamoDB
  • JavaScript
  • McAfee
  • Cursor AI
  • ASG Technologies ASG-Zeke
  • IBM InfoSphere DataStage
  • Job control language JCL
  • R
  • StataCorp Stata
  • IBM Rational System Architect
  • Oracle Real Application Cluster RAC
  • UNIX
  • IBM DB2
  • SMSi Twister Data Integrator
  • 3M Post-it App
  • IBM Rational Data Architect
  • Informatica PowerCenter
  • Apache Airflow
  • GitHub Copilot
  • Spring Boot
  • Devin (Cognition AI)
  • Microsoft Visual Basic.NET
  • BMC Software Change Manager
  • Informatica Big Data
  • Oracle PeopleSoft
  • Cascading style sheets CSS
  • Microsoft Windows Server
  • Oracle SQL Loader
  • Rapid-I RapidMiner
  • Application server software
  • Eclipse IDE
  • SAP Crystal Reports
  • Spring Framework
  • Perplexity AI
  • Oracle SQL Plus
  • Amazon Web Services AWS software
  • SAP Adaptive Server Enterprise
  • Data validation software
  • Amazon Kinesis
  • Microsoft Excel
  • LogMeIn GoToWebinar
  • Microsoft ASP.NET Core MVC
  • Oracle Migration Workbench
  • Relational database management software
  • Quest Central
  • Flat File Checker
  • Infobright Community Edition ICE
  • MongoDB
  • Database cloning software
  • IBM SPSS Statistics
  • AJAX
  • Google Analytics
  • Customer information control system CICS
  • Zabbix
  • Apache Subversion SVN
  • Backbone.js
  • Structured query language SQL
  • Microsoft Office software
  • Microsoft Access
  • ADO.NET
  • Acronis Recovery Expert
  • Microsoft Visual Basic Scripting Edition VBScript
  • C#
  • Codeium
  • Common business oriented language COBOL
  • Dynamic hypertext markup language DHTML
  • Microsoft Visio
  • Safe Software FME
  • Microsoft Dynamics GP
  • Linux
  • Oracle PL/SQL
  • Talend Open Studio
  • ChatGPT (OpenAI)
  • Microsoft ActiveX
  • Google Angular
  • Apache Sqoop
  • Restructured extended executor REXX
  • Greenplum Database
  • Microsoft ASP.NET
  • Docker
  • Google Drive
  • Amazon CodeWhisperer
  • Index tuning software
  • ReCrystallize Crystal Reports
  • Selenium
  • Computer Associates Log Analyzer
  • LAMP Stack
  • Redgate SQL Server
  • The MathWorks MATLAB
  • Citrix cloud computing software
  • Microsoft SQL Server Reporting Services SSRS
  • Oracle JavaServer Pages JSP
  • Microsoft SQL Server Integration Services SSIS
  • Perl shell
  • Microsoft Visual Studio
  • Puppet
  • Oracle Solaris
  • Qlik Tech QlikView
  • Elasticsearch
  • IBM Cognos Impromptu
  • Apache Oozie
  • Apache Groovy
  • Oracle Designer
  • React
  • Scala
  • Cloudera Impala
  • Oracle Primavera Enterprise Project Portfolio Management
  • Operating system software
  • Transact-SQL
  • Apatar
  • Ansible software
  • C++
  • Apache Ant
  • Data manipulation language DML
  • Apache Pig
  • SentryOne SQL Sentry
  • Go
  • Oracle JD Edwards EnterpriseOne
  • Oracle Fusion Middleware
  • IBM Notes
  • Oracle Application Server
  • BMC Software Recovery Manager RMAN
  • Cluster server software
  • Oracle Business Intelligence Enterprise Edition
  • Chef
  • SAP PowerBuilder
  • Epic Systems
  • Data Recovery Software SQL Server Data Recovery
  • Apache Avro
  • IBM AIX
  • Microsoft Visual Basic for Applications VBA
  • IBM Interactive System Productivity Facility ISPF
  • Micosoft SQL Server Analysis Services SSAS
  • Cisco IOS
  • Prolog
  • Object database management system ODBMS
  • Red Hat Enterprise Linux
  • SAP PowerDesigner
  • Visual Paradigm DB Visual ARCHITECT
  • Atlassian Confluence
  • Oracle Enterprise Manager
  • Microsoft SQL Server
  • Informatica software
  • Autodesk Revit
  • Hewlett Packard LoadRunner
  • Tabnine
  • Nearpod
  • Blackbaud The Raiser's Edge
  • Ext JS
  • Intel Data Migration Software
  • Microsoft PowerShell
  • Oracle Eloqua
  • LogMeIn GoToMeeting
  • HiT Software Allora
  • Database management systems
  • Geographic information system GIS software
  • Snowflake
  • Amazon Redshift
  • Hibernate ORM
  • Microsoft Active Server Pages ASP
  • Hypertext markup language HTML
  • MySQL
  • IBM WebSphere
  • Apple macOS
  • Oracle Database
  • Virtual private networking VPN software
  • Hewlett Packard HP-UX
  • BMC Software Control-M
  • Perforce Helix software
  • Oracle Reports
  • Lovable.dev
  • Oracle Application Express APEX
  • JUnit
  • Skype
  • Atlassian Bamboo
  • jQuery
  • Ruby
  • Apache Maven
  • Informatica Corporation PowerCenter
  • Microsoft Outlook
  • EMC NetWorker
  • Storage management software
  • SAS
  • Integrated development environment IDE software
  • Deployment software
  • Google Docs
  • PostgreSQL
  • NoSQL
  • SAP Replication Server
  • ESRI ArcGIS software
  • v0 by Vercel
  • Adeptia ETL Suite
  • Oracle Java
  • Microsoft PowerPoint
  • Extensible hypertext markup language XHTML
  • SAP Business Objects
  • Concurrency control software
  • Tableau
  • Couchbase Server
  • Extensible markup language XML
  • Salesforce software
  • Ruby on Rails
  • Apache HBase
  • C
  • LexisNexis
  • Google Antigravity
  • Adobe Dreamweaver
  • Data transformation services DTS software
  • Google Meet
  • HP DataProtector
  • Apache Mahout
  • Grok (xAI)
  • Bash
  • Microsoft Project
  • Amazon Simple Storage Service S3
  • Embarcadero Technologies DBArtisan
  • Laser facsimile machines
  • Load balancers
  • Personal computers
  • Desktop computers
  • Hard disk drives
  • Notebook computers
  • Redundant array of independent disks RAID systems
  • Copy machines
  • Mainframe computers
  • Tape libraries