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Automation Risk Analysis

Will “Data Officer” be Automated?

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AI Exposure Risk

62%

“Data Officer” 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 Officer” 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

  • 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.

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

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

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

  • Identify and correct deviations from database development standards.

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

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

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

  • Develop and document database architectures.

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

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

  • Document and communicate database schemas, using accepted notations.

  • Train users and answer questions.

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

  • Create and enforce database development standards.

  • Collaborate with system architects, software architects, design analysts, and others to understand 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.

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

  • Provide technical support to junior staff or clients.

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

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

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

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

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

Technologies & Software

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