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Automation Risk Analysis

Will “Public Key Infrastructure Analyst (PKI Analyst)” be Automated?

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AI Exposure Risk

62%

“Public Key Infrastructure Analyst (PKI Analyst)” 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%

“Public Key Infrastructure Analyst (PKI Analyst)” 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

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

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

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

  • 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.

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

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

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

  • Develop and document database architectures.

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

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

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

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

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

  • Identify and correct deviations from database development standards.

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

  • Provide technical support to junior staff or clients.

  • Create and enforce database development standards.

  • 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.

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

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

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

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

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

Technologies & Software

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