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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

  • Create and enforce database development standards.

  • Identify and correct deviations from database development standards.

  • Document and communicate database schemas, using accepted notations.

  • 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.

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

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

  • Develop and document database architectures.

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

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

  • 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.

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

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

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

  • 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.

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

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

  • 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.

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

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

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

  • Train users and answer questions.

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

Technologies & Software

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