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Automation Risk Analysis

Will “Server Developer” be Automated?

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AI Exposure Risk

62%

“Server Developer” 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%

“Server Developer” 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

  • Create and enforce database development standards.

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

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

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

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

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

  • 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 and document database architectures.

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

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

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

  • Provide technical support to junior staff or clients.

  • 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.

  • Document and communicate database schemas, using accepted notations.

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

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

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

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

  • Train users and answer questions.

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

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

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

Technologies & Software

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