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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

  • Develop and document database architectures.

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

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

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

  • Create and enforce database development standards.

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

  • Identify and correct deviations from database development standards.

  • 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.

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

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

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

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

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

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

  • 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.

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

  • Document and communicate database schemas, using accepted notations.

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

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

  • 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.

  • Provide technical support to junior staff or clients.

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

Technologies & Software

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