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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

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

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

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

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

  • Create and enforce database development standards.

  • Document and communicate database schemas, using accepted notations.

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

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

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

  • Train users and answer questions.

  • 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.

  • 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.

  • Provide technical support to junior staff or clients.

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

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

  • Identify and correct deviations from database development standards.

  • 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.

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

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

  • Develop and document database architectures.

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

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

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

Technologies & Software

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