IBM SPSS Statistics
Overview
Discover how the technology skill IBM SPSS Statistics impacts your career prospects in the age of artificial intelligence. This page analyzes which occupations depend on this technology skill and ranks them by their risk of automation and AI disruption. If you want to know whether your tech skills are associated with high-risk jobs, this resource provides clear, data-driven insights. Explore the AI risk landscape for IBM SPSS Statistics and see which roles are most susceptible to change. Use this information to make informed, future-ready career decisions and stay competitive in an evolving workforce.
Occupations that require IBM SPSS Statistics
- Statistical AssistantsHigh75.61%Compile and compute data according to statistical formulas for use in statistical studies. May perform actuarial computations and compile charts and graphs for use by actuaries. Includes actuarial clerks.
- Medical Records SpecialistsHigh73.53%Compile, process, and maintain medical records of hospital and clinic patients in a manner consistent with medical, administrative, ethical, legal, and regulatory requirements of the healthcare system. Classify medical and healthcare concepts, including diagnosis, procedures, medical services, and equipment, into the healthcare industry's numerical coding system. Includes medical coders.
- Perform routine administrative functions such as drafting correspondence, scheduling appointments, organizing and maintaining paper and electronic files, or providing information to callers.
- Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific ProductsMedium64.30%Sell goods for wholesalers or manufacturers to businesses or groups of individuals. Work requires substantial knowledge of items sold.Industries:
- Logistics AnalystsMedium64.20%Analyze product delivery or supply chain processes to identify or recommend changes. May manage route activity including invoicing, electronic bills, and shipment tracing.
- Sales Representatives of Services, Except Advertising, Insurance, Financial Services, and TravelMedium63.33%Sell services to individuals or businesses. May describe options or resolve client problems.
- Web DevelopersMedium61.87%Develop and implement websites, web applications, application databases, and interactive web interfaces. Evaluate code to ensure that it is properly structured, meets industry standards, and is compatible with browsers and devices. Optimize website performance, scalability, and server-side code and processes. May develop website infrastructure and integrate websites with other computer applications.
- Web and Digital Interface DesignersMedium60.00%Design digital user interfaces or websites. Develop and test layouts, interfaces, functionality, and navigation menus to ensure compatibility and usability across browsers or devices. May use web framework applications as well as client-side code and processes. May evaluate web design following web and accessibility standards, and may analyze web use metrics and optimize websites for marketability and search engine ranking. May design and test interfaces that facilitate the human-computer interaction and maximize the usability of digital devices, websites, and software with a focus on aesthetics and design. May create graphics used in websites and manage website content and links.
- Data ScientistsMedium59.38%Develop and implement a set of techniques or analytics applications to transform raw data into meaningful information using data-oriented programming languages and visualization software. Apply data mining, data modeling, natural language processing, and machine learning to extract and analyze information from large structured and unstructured datasets. Visualize, interpret, and report data findings. May create dynamic data reports.
- Energy AuditorsMedium58.63%Conduct energy audits of buildings, building systems, or process systems. May also conduct investment grade audits of buildings or systems.
- Sell goods for wholesalers or manufacturers where technical or scientific knowledge is required in such areas as biology, engineering, chemistry, and electronics, normally obtained from at least 2 years of postsecondary education.Industries:
- Apply knowledge of healthcare and information systems to assist in the design, development, and continued modification and analysis of computerized healthcare systems. Abstract, collect, and analyze treatment and followup information of patients. May educate staff and assist in problem solving to promote the implementation of the healthcare information system. May design, develop, test, and implement databases with complete history, diagnosis, treatment, and health status to help monitor diseases.
- Clinical Data ManagersMedium57.40%Apply knowledge of health care and database management to analyze clinical data, and to identify and report trends.
- BiostatisticiansMedium55.00%Develop and apply biostatistical theory and methods to the study of life sciences.
- Financial Risk SpecialistsMedium55.00%Analyze and measure exposure to credit and market risk threatening the assets, earning capacity, or economic state of an organization. May make recommendations to limit risk.
- Human Resources SpecialistsMedium54.95%Recruit, screen, interview, or place individuals within an organization. May perform other activities in multiple human resources areas.
- Atmospheric and Space ScientistsMedium54.71%Investigate atmospheric phenomena and interpret meteorological data, gathered by surface and air stations, satellites, and radar to prepare reports and forecasts for public and other uses. Includes weather analysts and forecasters whose functions require the detailed knowledge of meteorology.
- Bioinformatics TechniciansMedium54.40%Apply principles and methods of bioinformatics to assist scientists in areas such as pharmaceuticals, medical technology, biotechnology, computational biology, proteomics, computer information science, biology and medical informatics. Apply bioinformatics tools to visualize, analyze, manipulate or interpret molecular data. May build and maintain databases for processing and analyzing genomic or other biological information.
- Social Science Research AssistantsMedium53.73%Assist social scientists in laboratory, survey, and other social science research. May help prepare findings for publication and assist in laboratory analysis, quality control, or data management.
- Computer ProgrammersMedium53.56%Create, modify, and test the code and scripts that allow computer applications to run. Work from specifications drawn up by software and web developers or other individuals. May develop and write computer programs to store, locate, and retrieve specific documents, data, and information.
- StatisticiansMedium53.05%Develop or apply mathematical or statistical theory and methods to collect, organize, interpret, and summarize numerical data to provide usable information. May specialize in fields such as biostatistics, agricultural statistics, business statistics, or economic statistics. Includes mathematical and survey statisticians.
- Teaching Assistants, PostsecondaryMedium52.89%Assist faculty or other instructional staff in postsecondary institutions by performing instructional support activities, such as developing teaching materials, leading discussion groups, preparing and giving examinations, and grading examinations or papers.Industries:
- First-Line Supervisors of Retail Sales WorkersMedium52.75%Directly supervise and coordinate activities of retail sales workers in an establishment or department. Duties may include management functions, such as purchasing, budgeting, accounting, and personnel work, in addition to supervisory duties.Industries:
- Directly supervise and coordinate the activities of clerical and administrative support workers.
- Project Management SpecialistsMedium52.50%Analyze and coordinate the schedule, timeline, procurement, staffing, and budget of a product or service on a per project basis. Lead and guide the work of technical staff. May serve as a point of contact for the client or customer.
- News Analysts, Reporters, and JournalistsMedium52.48%Narrate or write news stories, reviews, or commentary for print, broadcast, or other communications media such as newspapers, magazines, radio, or television. May collect and analyze information through interview, investigation, or observation.
- Survey ResearchersMedium52.28%Plan, develop, or conduct surveys. May analyze and interpret the meaning of survey data, determine survey objectives, or suggest or test question wording. Includes social scientists who primarily design questionnaires or supervise survey teams.
- Financial ManagersMedium52.15%Plan, direct, or coordinate accounting, investing, banking, insurance, securities, and other financial activities of a branch, office, or department of an establishment.
- Business Intelligence AnalystsMedium52.10%Produce financial and market intelligence by querying data repositories and generating periodic reports. Devise methods for identifying data patterns and trends in available information sources.
- Software Quality Assurance Analysts and TestersMedium51.71%Develop and execute software tests to identify software problems and their causes. Test system modifications to prepare for implementation. Document software and application defects using a bug tracking system and report defects to software or web developers. Create and maintain databases of known defects. May participate in software design reviews to provide input on functional requirements, operational characteristics, product designs, and schedules.
- Marketing ManagersMedium51.50%Plan, direct, or coordinate marketing policies and programs, such as determining the demand for products and services offered by a firm and its competitors, and identify potential customers. Develop pricing strategies with the goal of maximizing the firm's profits or share of the market while ensuring the firm's customers are satisfied. Oversee product development or monitor trends that indicate the need for new products and services.
- Financial Quantitative AnalystsMedium51.50%Develop quantitative techniques to inform securities investing, equities investing, pricing, or valuation of financial instruments. Develop mathematical or statistical models for risk management, asset optimization, pricing, or relative value analysis.
- Plan, direct, or coordinate entertainment and recreational activities and operations of a recreational facility, including cruise ships and parks.
- Bioinformatics ScientistsMedium51.45%Conduct research using bioinformatics theory and methods in areas such as pharmaceuticals, medical technology, biotechnology, computational biology, proteomics, computer information science, biology and medical informatics. May design databases and develop algorithms for processing and analyzing genomic information, or other biological information.
- Conduct research or perform investigation for the purpose of identifying, abating, or eliminating sources of pollutants or hazards that affect either the environment or public health. Using knowledge of various scientific disciplines, may collect, synthesize, study, report, and recommend action based on data derived from measurements or observations of air, food, soil, water, and other sources.
- Management AnalystsMedium51.36%Conduct organizational studies and evaluations, design systems and procedures, conduct work simplification and measurement studies, and prepare operations and procedures manuals to assist management in operating more efficiently and effectively. Includes program analysts and management consultants.
- Software DevelopersMedium51.32%Research, design, and develop computer and network software or specialized utility programs. Analyze user needs and develop software solutions, applying principles and techniques of computer science, engineering, and mathematical analysis. Update software or enhance existing software capabilities. May work with computer hardware engineers to integrate hardware and software systems, and develop specifications and performance requirements. May maintain databases within an application area, working individually or coordinating database development as part of a team.
- Accountants and AuditorsMedium50.98%Examine, analyze, and interpret accounting records to prepare financial statements, give advice, or audit and evaluate statements prepared by others. Install or advise on systems of recording costs or other financial and budgetary data.
- Financial and Investment AnalystsMedium50.96%Conduct quantitative analyses of information involving investment programs or financial data of public or private institutions, including valuation of businesses.
- EconomistsMedium50.93%Conduct research, prepare reports, or formulate plans to address economic problems related to the production and distribution of goods and services or monetary and fiscal policy. May collect and process economic and statistical data using sampling techniques and econometric methods.
- Computer Systems Engineers/ArchitectsMedium50.80%Design and develop solutions to complex applications problems, system administration issues, or network concerns. Perform systems management and integration functions.
- Apply engineering theory and principles to problems of industrial layout or manufacturing production, usually under the direction of engineering staff. May perform time and motion studies on worker operations in a variety of industries for purposes such as establishing standard production rates or improving efficiency.Industries:
- Database AdministratorsMedium50.55%Administer, test, and implement computer databases, applying knowledge of database management systems. Coordinate changes to computer databases. Identify, investigate, and resolve database performance issues, database capacity, and database scalability. May plan, coordinate, and implement security measures to safeguard computer databases.
- Environmental EconomistsMedium50.32%Conduct economic analysis related to environmental protection and use of the natural environment, such as water, air, land, and renewable energy resources. Evaluate and quantify benefits, costs, incentives, and impacts of alternative options using economic principles and statistical techniques.
- Training and Development SpecialistsMedium50.29%Design or conduct work-related training and development programs to improve individual skills or organizational performance. May analyze organizational training needs or evaluate training effectiveness.
- Database ArchitectsMedium50.12%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.
- Biochemists and BiophysicistsMedium49.97%Study the chemical composition or physical principles of living cells and organisms, their electrical and mechanical energy, and related phenomena. May conduct research to further understanding of the complex chemical combinations and reactions involved in metabolism, reproduction, growth, and heredity. May determine the effects of foods, drugs, serums, hormones, and other substances on tissues and vital processes of living organisms.
- Clinical Research CoordinatorsMedium49.27%Plan, direct, or coordinate clinical research projects. Direct the activities of workers engaged in clinical research projects to ensure compliance with protocols and overall clinical objectives. May evaluate and analyze clinical data.
- Data Warehousing SpecialistsMedium49.22%Design, model, or implement corporate data warehousing activities. Program and configure warehouses of database information and provide support to warehouse users.
- Information Technology Project ManagersMedium49.19%Plan, initiate, and manage information technology (IT) projects. Lead and guide the work of technical staff. Serve as liaison between business and technical aspects of projects. Plan project stages and assess business implications for each stage. Monitor progress to assure deadlines, standards, and cost targets are met.
- Medical and Health Services ManagersMedium49.14%Plan, direct, or coordinate medical and health services in hospitals, clinics, managed care organizations, public health agencies, or similar organizations.
- SociologistsMedium49.13%Study human society and social behavior by examining the groups and social institutions that people form, as well as various social, religious, political, and business organizations. May study the behavior and interaction of groups, trace their origin and growth, and analyze the influence of group activities on individual members.
- Human Resources ManagersMedium49.09%Plan, direct, or coordinate human resources activities and staff of an organization.
- Materials ScientistsMedium49.08%Research and study the structures and chemical properties of various natural and synthetic or composite materials, including metals, alloys, rubber, ceramics, semiconductors, polymers, and glass. Determine ways to strengthen or combine materials or develop new materials with new or specific properties for use in a variety of products and applications. Includes glass scientists, ceramic scientists, metallurgical scientists, and polymer scientists.
- Architectural and Engineering ManagersMedium49.05%Plan, direct, or coordinate activities in such fields as architecture and engineering or research and development in these fields.
- Operations Research AnalystsMedium49.05%Formulate and apply mathematical modeling and other optimizing methods to develop and interpret information that assists management with decisionmaking, policy formulation, or other managerial functions. May collect and analyze data and develop decision support software, services, or products. May develop and supply optimal time, cost, or logistics networks for program evaluation, review, or implementation.
- Health Informatics SpecialistsMedium49.02%Apply knowledge of nursing and informatics to assist in the design, development, and ongoing modification of computerized health care systems. May educate staff and assist in problem solving to promote the implementation of the health care system.
- Soil and Plant ScientistsMedium48.11%Conduct research in breeding, physiology, production, yield, and management of crops and agricultural plants or trees, shrubs, and nursery stock, their growth in soils, and control of pests; or study the chemical, physical, biological, and mineralogical composition of soils as they relate to plant or crop growth. May classify and map soils and investigate effects of alternative practices on soil and crop productivity.
- HistoriansMedium48.06%Research, analyze, record, and interpret the past as recorded in sources, such as government and institutional records, newspapers and other periodicals, photographs, interviews, films, electronic media, and unpublished manuscripts, such as personal diaries and letters.
- Computer Systems AnalystsMedium48.05%Analyze science, engineering, business, and other data processing problems to develop and implement solutions to complex applications problems, system administration issues, or network concerns. Perform systems management and integration functions, improve existing computer systems, and review computer system capabilities, workflow, and schedule limitations. May analyze or recommend commercially available software.
- General and Operations ManagersMedium47.73%Plan, direct, or coordinate the operations of public or private sector organizations, overseeing multiple departments or locations. Duties and responsibilities include formulating policies, managing daily operations, and planning the use of materials and human resources, but are too diverse and general in nature to be classified in any one functional area of management or administration, such as personnel, purchasing, or administrative services. Usually manage through subordinate supervisors. Excludes First-Line Supervisors.
- ActuariesMedium47.56%Analyze statistical data, such as mortality, accident, sickness, disability, and retirement rates and construct probability tables to forecast risk and liability for payment of future benefits. May ascertain insurance rates required and cash reserves necessary to ensure payment of future benefits.
- EpidemiologistsMedium47.47%Investigate and describe the determinants and distribution of disease, disability, or health outcomes. May develop the means for prevention and control.
- Research conditions in local, regional, national, or online markets. Gather information to determine potential sales of a product or service, or plan a marketing or advertising campaign. May gather information on competitors, prices, sales, and methods of marketing and distribution. May employ search marketing tactics, analyze web metrics, and develop recommendations to increase search engine ranking and visibility to target markets.
- Human Factors Engineers and ErgonomistsMedium47.18%Design objects, facilities, and environments to optimize human well-being and overall system performance, applying theory, principles, and data regarding the relationship between humans and respective technology. Investigate and analyze characteristics of human behavior and performance as it relates to the use of technology.
- GeographersMedium47.14%Study the nature and use of areas of the Earth's surface, relating and interpreting interactions of physical and cultural phenomena. Conduct research on physical aspects of a region, including land forms, climates, soils, plants, and animals, and conduct research on the spatial implications of human activities within a given area, including social characteristics, economic activities, and political organization, as well as researching interdependence between regions at scales ranging from local to global.
- Transportation PlannersMedium46.82%Prepare studies for proposed transportation projects. Gather, compile, and analyze data. Study the use and operation of transportation systems. Develop transportation models or simulations.
- Computer and Information Systems ManagersMedium46.26%Plan, direct, or coordinate activities in such fields as electronic data processing, information systems, systems analysis, and computer programming.
- AstronomersMedium46.13%Observe, research, and interpret astronomical phenomena to increase basic knowledge or apply such information to practical problems.
- Natural Sciences ManagersMedium46.02%Plan, direct, or coordinate activities in such fields as life sciences, physical sciences, mathematics, statistics, and research and development in these fields.
- Computer and Information Research ScientistsMedium45.73%Conduct research into fundamental computer and information science as theorists, designers, or inventors. Develop solutions to problems in the field of computer hardware and software.
- Political ScientistsMedium45.66%Study the origin, development, and operation of political systems. May study topics, such as public opinion, political decisionmaking, and ideology. May analyze the structure and operation of governments, as well as various political entities. May conduct public opinion surveys, analyze election results, or analyze public documents.
- Medical Scientists, Except EpidemiologistsMedium45.59%Conduct research dealing with the understanding of human diseases and the improvement of human health. Engage in clinical investigation, research and development, or other related activities.
- Administrative Services ManagersMedium45.13%Plan, direct, or coordinate one or more administrative services of an organization, such as records and information management, mail distribution, and other office support services.
- Industrial-Organizational PsychologistsMedium45.09%Apply principles of psychology to human resources, administration, management, sales, and marketing problems. Activities may include policy planning; employee testing and selection, training, and development; and organizational development and analysis. May work with management to organize the work setting to improve worker productivity.
- Conduct programs of compensation and benefits and job analysis for employer. May specialize in specific areas, such as position classification and pension programs.
- MathematiciansMedium44.50%Conduct research in fundamental mathematics or in application of mathematical techniques to science, management, and other fields. Solve problems in various fields using mathematical methods.
- Psychology Teachers, PostsecondaryMedium44.10%Teach courses in psychology, such as child, clinical, and developmental psychology, and psychological counseling. Includes both teachers primarily engaged in teaching and those who do a combination of teaching and research.Industries:
- Biological Science Teachers, PostsecondaryMedium43.68%Teach courses in biological sciences. Includes both teachers primarily engaged in teaching and those who do a combination of teaching and research.Industries:
- Anthropologists and ArcheologistsMedium43.46%Study the origin, development, and behavior of human beings. May study the way of life, language, or physical characteristics of people in various parts of the world. May engage in systematic recovery and examination of material evidence, such as tools or pottery remaining from past human cultures, in order to determine the history, customs, and living habits of earlier civilizations.
- BiologistsMedium43.26%Research or study basic principles of plant and animal life, such as origin, relationship, development, anatomy, and functions.
- Art TherapistsMedium42.23%Plan or conduct art therapy sessions or programs to improve clients' physical, cognitive, or emotional well-being.
- Plan, direct, or coordinate the academic, administrative, or auxiliary activities of kindergarten, elementary, or secondary schools.Industries:
- Teach courses in anthropology or archeology. Includes both teachers primarily engaged in teaching and those who do a combination of teaching and research.Industries:
- Health Specialties Teachers, PostsecondaryMedium41.34%Teach courses in health specialties, in fields such as dentistry, laboratory technology, medicine, pharmacy, public health, therapy, and veterinary medicine.Industries:
- Geography Teachers, PostsecondaryMedium41.30%Teach courses in geography. Includes both teachers primarily engaged in teaching and those who do a combination of teaching and research.Industries:
- Education Administrators, PostsecondaryMedium40.85%Plan, direct, or coordinate student instruction, administration, and services, as well as other research and educational activities, at postsecondary institutions, including universities, colleges, and junior and community colleges.Industries:
- Sales ManagersMedium40.40%Plan, direct, or coordinate the actual distribution or movement of a product or service to the customer. Coordinate sales distribution by establishing sales territories, quotas, and goals and establish training programs for sales representatives. Analyze sales statistics gathered by staff to determine sales potential and inventory requirements and monitor the preferences of customers.
- Business Teachers, PostsecondaryMedium40.35%Teach courses in business administration and management, such as accounting, finance, human resources, labor and industrial relations, marketing, and operations research. Includes both teachers primarily engaged in teaching and those who do a combination of teaching and research.Industries:
- Sociology Teachers, PostsecondaryMedium40.00%Teach courses in sociology. Includes both teachers primarily engaged in teaching and those who do a combination of teaching and research.Industries:
- NeuropsychologistsMedium38.62%Apply theories and principles of neuropsychology to evaluate and diagnose disorders of higher cerebral functioning, often in research and medical settings. Study the human brain and the effect of physiological states on human cognition and behavior. May formulate and administer programs of treatment.
- Clinical NeuropsychologistsLow32.77%Assess and diagnose patients with neurobehavioral problems related to acquired or developmental disorders of the nervous system, such as neurodegenerative disorders, traumatic brain injury, seizure disorders, and learning disabilities. Recommend treatment after diagnosis, such as therapy, medication, or surgery. Assist with evaluation before and after neurosurgical procedures, such as deep brain stimulation.