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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

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

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

  • Train users and answer questions.

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

  • Provide technical support to junior staff or clients.

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

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

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

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

  • Document and communicate database schemas, using accepted notations.

  • Identify and correct deviations from database development standards.

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

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

  • 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.

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

  • Develop and document database architectures.

  • Create and enforce database development standards.

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

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

  • 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.

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

  • 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.

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

Technologies & Software

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