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Automation Risk Analysis

Will “Data Manager” be Automated?

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AI Exposure Risk

62%

“Data Manager” 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 Manager” 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.

  • Provide technical support to junior staff or clients.

  • Train users and answer questions.

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

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

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

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

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

  • Document and communicate database schemas, using accepted notations.

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

  • 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.

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

  • 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 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.

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

  • 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.

  • Create and enforce database development standards.

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

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

  • 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.

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

Technologies & Software

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