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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

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

  • Identify and correct deviations from database development standards.

  • 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.

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

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

  • Develop and document database architectures.

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

  • Train users and answer questions.

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

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

  • Provide technical support to junior staff or clients.

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

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

  • Create and enforce database development standards.

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

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

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

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

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

  • Document and communicate database schemas, using accepted notations.

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

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

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

Technologies & Software

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