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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

  • 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.

  • Document and communicate database schemas, using accepted notations.

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

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

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

  • 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.

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

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

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

  • Provide technical support to junior staff or clients.

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

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

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

  • 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.

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

  • Train users and answer questions.

  • 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.

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

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

Technologies & Software

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