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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

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

  • Develop and document database architectures.

  • Identify and correct deviations from database development standards.

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

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

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

  • 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.

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

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

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

  • 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.

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

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

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

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

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

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

  • Train users and answer questions.

  • Create and enforce database development standards.

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

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

  • Document and communicate database schemas, using accepted notations.

Technologies & Software

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