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Automation Risk Analysis

Will “Database Designer” be Automated?

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AI Exposure Risk

62%

“Database Designer” 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%

“Database Designer” 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

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

  • Train users and answer questions.

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

  • Identify and correct deviations from database development standards.

  • Develop and document database architectures.

  • Create and enforce database development standards.

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

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

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

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

  • Document and communicate database schemas, using accepted notations.

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

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

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

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

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

  • Provide technical support to junior staff or clients.

  • 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.

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

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

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

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

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

Technologies & Software

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  • C shell
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  • Gemini (Google)
  • Apache Spark
  • Database capacity planning software
  • Data transformation services DTS software
  • Database security software
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  • Jupyter Notebook
  • Microsoft Visual Basic for Applications VBA
  • Extensible hypertext markup language XHTML
  • Bolt.new
  • Node.js
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  • Microsoft Azure software
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  • Hypertext markup language HTML
  • Application server software
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  • R
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  • Python
  • Microsoft SQL Server
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  • Informatica PowerCenter
  • Git
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  • Go
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  • StataCorp Stata
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  • Oracle Jdeveloper
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  • Microsoft Windows Server
  • Microsoft SQL Server Integration Services SSIS
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  • MySQL
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  • Relational database management system software
  • Apatar
  • Mistral AI (chat/models)
  • Oracle Primavera Enterprise Project Portfolio Management
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  • The MathWorks MATLAB
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  • Microsoft Exchange
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  • Load balancers
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  • Copy machines