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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

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

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

  • Develop and document database architectures.

  • Document and communicate database schemas, using accepted notations.

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

  • Provide technical support to junior staff or clients.

  • Train users and answer questions.

  • 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.

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

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

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

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

  • Create and enforce database development standards.

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

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

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

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

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

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

  • Identify and correct deviations from database development standards.

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

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

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

Technologies & Software

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