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Automation Risk Analysis

Will “Big Data Architect” be Automated?

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AI Exposure Risk

62%

“Big Data Architect” 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%

“Big Data Architect” 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

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

  • Create and enforce database development standards.

  • Provide technical support to junior staff or clients.

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

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

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

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

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

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

  • 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.

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

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

  • 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.

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

  • Document and communicate database schemas, using accepted notations.

  • Identify and correct deviations from database development standards.

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

  • Train users and answer questions.

  • 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 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.

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

Technologies & Software

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