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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

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

  • Train users and answer questions.

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

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

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

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

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

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

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

  • Create and enforce database development standards.

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

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

  • Identify and correct deviations from database development standards.

  • 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.

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

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

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

  • Document and communicate database schemas, using accepted notations.

  • Develop and document database architectures.

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

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

  • 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.

Technologies & Software

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