Mathematical Science Occupations, All Other

All mathematical scientists not listed separately.

Median wage

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Projected growth

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Annual openings

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per year

Employed (US)

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Job Zone 4

Typical preparation

Considerable preparation

Stackable credential programs

1,051 mapped

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Core skills

Critical ThinkingReading ComprehensionActive ListeningComplex Problem SolvingSpeakingJudgment and Decision MakingWritingActive Learning

Knowledge areas

Computers and ElectronicsEnglish LanguageMathematicsEngineering and TechnologyCustomer and Personal Service

Technology & tools

Document management softwareGraphics or photo imaging softwareWeb platform development softwareData base management system softwareData base user interface and query software

Representative tasks

Troubleshoot program and system malfunctions to restore normal functioning.Provide staff and users with assistance solving computer-related problems, such as malfunctions and Test, maintain, and monitor computer programs and systems, including coordinating the installation o

Competency framework

Skill expectations by proficiency level.

emerging

Computer programs and systems — test and monitor under direct supervision following established protocols in an office or lab environment.Program malfunctions — recognize and document initial symptoms using standard diagnostic checklists on enterprise software platforms.Staff and end-users — assist with basic computer-related problems by following scripted troubleshooting guides in a support-desk setting.Database management software — execute routine queries and generate pre-defined reports under senior staff guidance in a business analytics context.Technical documentation — read and interpret system manuals and procedure guides to support assigned tasks in a mathematical or computational role.Business problem data — enter, organize, and perform basic analysis using spreadsheet or database tools under direction in a professional services environment.Web platform development software — perform minor updates and configuration tasks following detailed specifications provided by senior practitioners.Critical thinking skills — apply structured reasoning to identify likely causes of routine system errors under close supervision in a computing environment.Cloud-based management software — navigate administrative dashboards and log operational data as directed by lead analysts in a managed-services context.Written findings — compile brief status reports on system tests and user issues using approved templates in a corporate or government office setting.

developing

Program and system malfunctions — troubleshoot and resolve common failures with reduced oversight by applying learned diagnostic methods in an enterprise IT environment.End-user support requests — triage, prioritize, and resolve computer-related problems independently, escalating only complex cases in a mid-sized organizational setting.Computer installation projects — coordinate and test software installations across departmental systems, ensuring compatibility and minimal downtime in a business environment.Business problem analysis — apply quantitative and mathematical methods to develop solutions for recurring operational challenges in a professional services or government context.Database user interfaces — design and refine queries to extract actionable insights, adapting to evolving data structures in a production database environment.System monitoring routines — maintain scheduled checks and automate alerts for program performance metrics in a cloud-based infrastructure setting.Technical reports and documentation — author clear written analyses of system behavior and solution outcomes for non-technical stakeholders in a corporate environment.Active learning practices — evaluate emerging software tools and apply relevant techniques to improve team workflows in a mathematical science or analytics role.Graphics and document management software — produce and maintain visual and digital deliverables supporting analytical projects in a collaborative office environment.Judgment and decision-making skills — assess risk and select among competing technical approaches for familiar problem types in a regulated industry setting.

proficient

Complex program and system malfunctions — diagnose and resolve non-routine failures autonomously, spanning multiple interdependent platforms in a large enterprise or research environment.Integrated production and business systems — design and implement mathematical models that drive cross-functional business decisions in a data-intensive organizational context.Full-scope system testing and monitoring — develop and execute comprehensive test plans, interpret results, and recommend architectural improvements in a production computing environment.Staff and user problem resolution — handle escalated, ambiguous computer-related issues, applying advanced critical thinking and domain expertise in a complex organizational setting.Database and data management architecture — evaluate and optimize database management systems for performance, security, and scalability in a cloud or hybrid infrastructure.Inductive and deductive reasoning — synthesize incomplete or contradictory data to construct valid analytical conclusions for high-stakes business or government projects.Web platform development software — lead configuration and customization of web-based analytical tools to meet specialized mathematical science requirements in a professional environment.Cross-functional communication — translate complex quantitative findings into clear oral and written presentations for executive and non-specialist audiences in a corporate or agency setting.Active learning and continuous improvement — independently evaluate and integrate new mathematical and computational techniques into existing workflows across a full project lifecycle.Cautiousness and integrity in practice — apply rigorous validation and ethical judgment to ensure accuracy and trustworthiness of analytical outputs in high-consequence decision environments.

advanced

Organizational technology strategy — set direction for enterprise-wide program and system reliability standards, aligning mathematical science capabilities with long-term business goals.Analytical solution frameworks — lead the design of scalable, integrated mathematical and computational systems that address novel, organization-level business challenges in complex environments.Practitioner development — mentor and evaluate junior and mid-level staff on troubleshooting methodologies, analytical rigor, and professional standards across a mathematical science function.Enterprise knowledge architecture — govern the selection, implementation, and lifecycle management of database management and cloud-based software platforms at organizational scale.Innovation culture — champion adoption of emerging computational tools and mathematical techniques, establishing research agendas that position the organization at the forefront of the field.Executive decision support — synthesize outputs from multiple analytical teams into authoritative recommendations, directly informing C-suite or agency leadership on mission-critical issues.Cross-organizational collaboration — build and lead partnerships with external institutions, vendors, and regulatory bodies to advance shared mathematical and technological objectives.Competency framework governance — define and continuously update the standards, tools, and training pathways that shape mathematical science practice across the organization.Risk and quality assurance leadership — establish enterprise-level validation protocols, intellectual integrity standards, and audit mechanisms for all computational and analytical outputs.Strategic communication — represent the organization's mathematical science capabilities to external stakeholders, policymakers, and professional bodies, shaping industry-wide standards and expectations.

Also known as

13 alternate job titles map to this occupation.

GeometerMathematical TechnicianMathematical Engineering TechnicianMathematical ScientistResearch AnalystSecret Code ExpertHarmonic AnalystBalance EngineerCryptologistMathematics TechnicianGeometricianCryptanalystWeight Analyst

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