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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

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

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

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

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

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

  • Train users and answer questions.

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

  • Document and communicate database schemas, using accepted notations.

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

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

  • Create and enforce database development standards.

  • Identify and correct deviations from database development standards.

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

  • Provide technical support to junior staff or clients.

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

  • Develop and document database architectures.

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

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

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

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

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

  • 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.

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

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

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

Technologies & Software

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