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Automation Risk Analysis

Will “Solutions Architect” be Automated?

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AI Exposure Risk

62%

“Solutions 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%

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

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

  • Provide technical support to junior staff or clients.

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

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

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

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

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

  • Develop and document database architectures.

  • Identify and correct deviations from database development standards.

  • 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.

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

  • Create and enforce 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.

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

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

  • Train users and answer questions.

  • 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.

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

  • Document and communicate database schemas, using accepted notations.

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

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

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

Technologies & Software

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