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Automation Risk Analysis

Will “Data Management IT Specialist (Data Management Information Technology Specialist)” be Automated?

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AI Exposure Risk

62%

“Data Management IT Specialist (Data Management Information Technology Specialist)” 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 Management IT Specialist (Data Management Information Technology Specialist)” 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

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

  • Create and enforce database development standards.

  • Identify and correct deviations from database development standards.

  • Provide technical support to junior staff or clients.

  • 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.

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

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

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

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

  • Document and communicate database schemas, using accepted notations.

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

  • Develop and document database architectures.

  • 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.

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

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

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

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

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

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

  • Train users and answer questions.

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

  • 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.

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

Technologies & Software

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