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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

  • 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.

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

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

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

  • 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.

  • Identify and correct deviations from database development standards.

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

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

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

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

  • 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 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 and document database architectures.

  • Create and enforce database development standards.

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

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

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

  • Train users and answer questions.

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

  • Provide technical support to junior staff or clients.

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

Technologies & Software

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