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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 and document database architectures.

  • 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.

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

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

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

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

  • Identify and correct deviations from database development standards.

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

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

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

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

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

  • Provide technical support to junior staff or clients.

  • Train users and answer questions.

  • Document and communicate database schemas, using accepted notations.

  • 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.

  • 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.

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

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

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

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

  • Create and enforce database development standards.

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

Technologies & Software

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