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Automation Risk Analysis

Will “ADP Planner (Automatic Data Processing Planner)” be Automated?

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AI Exposure Risk

62%

“ADP Planner (Automatic Data Processing Planner)” 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%

“ADP Planner (Automatic Data Processing Planner)” 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, evaluate and recommend hardware or software technologies to achieve desired database performance.

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

  • 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.

  • Train users and answer questions.

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

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

  • 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.

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

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

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

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

  • Identify and correct deviations from database development standards.

  • Document and communicate database schemas, using accepted notations.

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

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

  • Create and enforce database development standards.

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

  • Develop and document database architectures.

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

  • Provide technical support to junior staff or clients.

  • 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.

Technologies & Software

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