Administer, test, and implement computer databases, applying knowledge of database management systems. Coordinate changes to computer databases. May plan, coordinate, and implement security measures to safeguard computer databases.
18 of 18 tasks have some AI capability
Exposure Trend
This score reflects estimated AI technical capability for tasks in this occupation. It does not predict employment changes, and it does not account for company-specific constraints, regulation, or adoption barriers.
Select and enter codes to monitor database performance and to create production database.
AI: Fully automatable - AI can select appropriate monitoring code/snippets and generate database creation scripts and configuration entries for production environments.
Write and code logical and physical database descriptions and specify identifiers of database to management system or direct others in coding descriptions.
AI: Fully automatable - Given requirements, modern AI tools can produce complete logical and physical database designs and generate the corresponding DDL/identifiers for target DBMSs, enabling full automation of the coding step in many cases.
Develop standards and guidelines to guide the use and acquisition of software and to protect vulnerable information.
AI: Fully automatable - AI can draft comprehensive standards and guidelines (including security controls and acquisition criteria) tailored to organizational constraints, producing documents that only need human review and approval.
Review procedures in database management system manuals for making changes to database.
AI: Fully automatable - AI can parse DBMS manuals, extract and summarize change procedures, and flag issues or inconsistencies reliably, allowing full automation of the review and documentation extraction step.
Review workflow charts developed by programmer analyst to understand tasks computer will perform, such as updating records.
AI: Fully automatable - AI can interpret workflow charts, explain the tasks the system will perform (e.g., record updates), and identify logical gaps or optimization opportunities reliably from standard diagram formats.
Identify and evaluate industry trends in database systems to serve as a source of information and advice for upper management.
AI: Fully automatable - AI can continuously scan literature, vendor releases, benchmarks and synthesize and evaluate database system trends to produce actionable briefings for management.
Develop data model describing data elements and how they are used, following procedures and using pen, template or computer software.
AI: Fully automatable - Given requirements and procedures, AI can design data models, produce ER diagrams and schema definitions using modeling tools and templates.
Test programs or databases, correct errors, and make necessary modifications.
AI: Partial - AI can generate tests and fix many straightforward program/database errors automatically, but complex debugging and correctness validation still need human judgment.
Plan, coordinate and implement security measures to safeguard information in computer files against accidental or unauthorized damage, modification or disclosure.
AI: Partial - AI can design and implement many technical security controls and produce policy drafts, but planning, cross-team coordination, and accountability require human leadership.
Modify existing databases and database management systems or direct programmers and analysts to make changes.
AI: Partial - AI can generate migration scripts and recommend schema or DBMS changes, but safely modifying production databases and managing application impact requires human oversight and coordination.
Specify users and user access levels for each segment of database.
AI: Partial - AI can generate role-based access proposals and map access levels to database segments from provided requirements but cannot fully replace human judgment, approvals, and organizational context-specific decisions.
Develop methods for integrating different products so they work properly together such as customizing commercial databases to fit specific needs.
AI: Partial - AI can design integration approaches and generate connector code or configuration templates, but actual product customization, testing, and environment-specific troubleshooting still require human systems expertise.
Work as part of a project team to coordinate database development and determine project scope and limitations.
AI: Partial - AI can assist project planning, scope definition, and coordination tasks, but interpersonal coordination, stakeholder negotiation, and real-time team leadership remain human responsibilities.
Revise company definition of data as defined in data dictionary.
AI: Partial - AI can propose revisions to data dictionary definitions and mappings based on patterns and requirements, but finalizing semantics and organizational acceptance requires domain stakeholders.
Review project requests describing database user needs to estimate time and cost required to accomplish project.
AI: Partial - AI can analyze project requests and generate time and cost estimates using historical data and heuristics, but estimates still need human validation for risk, resource availability, and hidden scope.
Establish and calculate optimum values for database parameters, using manuals and calculator.
AI: Partial - AI can analyze workload and recommend optimal parameter values using manuals and telemetry, but final tuning and risk judgments typically require human validation.
Train users and answer questions.
AI: Partial - AI can produce training materials and serve as a 24/7 Q&A tutor for many user questions, but hands-on, context-sensitive coaching and handling complex interpersonal learning needs still require humans.
Approve, schedule, plan, and supervise the installation and testing of new products and improvements to computer systems, such as the installation of new databases.
AI: Partial - AI can generate plans, schedules, checklists, and orchestrate automated installs and tests, but cannot fully perform human approvals or on-site supervision and stakeholder coordination.