Mathematicians
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What they do:
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.
On the job, you would:
- Address the relationships of quantities, magnitudes, and forms through the use of numbers and symbols.
- Disseminate research by writing reports, publishing papers, or presenting at professional conferences.
- Maintain knowledge in the field by reading professional journals, talking with other mathematicians, and attending professional conferences.
Important Qualities
Analytical skills. Mathematicians and statisticians use mathematical techniques and models to evaluate large amounts of data.
Communication skills. Mathematicians and statisticians must be able to explain technical concepts and solutions in nontechnical ways.
Logical-thinking skills. Mathematicians and statisticians must understand and be able to use computer programming languages to design and develop models and to analyze data.
Math skills. Mathematicians and statisticians use statistics, calculus, and linear algebra to develop their models and analyses.
Problem-solving skills. Mathematicians and statisticians must devise solutions to problems encountered in science, engineering, and other fields.
Personality
A3 | Your Strengths | Importance |
Characteristics of this Career |
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99% | Analytical Thinking  -  Job requires analyzing information and using logic to address work-related issues and problems. | |
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93% | Attention to Detail  -  Job requires being careful about detail and thorough in completing work tasks. | |
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91% | Persistence  -  Job requires persistence in the face of obstacles. | |
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86% | Achievement/Effort  -  Job requires establishing and maintaining personally challenging achievement goals and exerting effort toward mastering tasks. | |
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82% | Innovation  -  Job requires creativity and alternative thinking to develop new ideas for and answers to work-related problems. | |
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81% | Initiative  -  Job requires a willingness to take on responsibilities and challenges. | |
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79% | Independence  -  Job requires developing one's own ways of doing things, guiding oneself with little or no supervision, and depending on oneself to get things done. | |
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77% | Integrity  -  Job requires being honest and ethical. | |
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76% | Dependability  -  Job requires being reliable, responsible, and dependable, and fulfilling obligations. | |
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64% | Cooperation  -  Job requires being pleasant with others on the job and displaying a good-natured, cooperative attitude. | |
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61% | Adaptability/Flexibility  -  Job requires being open to change (positive or negative) and to considerable variety in the workplace. | |
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60% | Self-Control  -  Job requires maintaining composure, keeping emotions in check, controlling anger, and avoiding aggressive behavior, even in very difficult situations. | |
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56% | Leadership  -  Job requires a willingness to lead, take charge, and offer opinions and direction. | |
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56% | Stress Tolerance  -  Job requires accepting criticism and dealing calmly and effectively with high-stress situations. |
A3 | Your Strengths | Importance |
Strengths |
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100% | Investigative  -  Work involves studying and researching non-living objects, living organisms, disease or other forms of impairment, or human behavior. Investigative occupations are often associated with physical, life, medical, or social sciences, and can be found in the fields of humanities, mathematics/statistics, information technology, or health care service. | |
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61% | Conventional  -  Work involves following procedures and regulations to organize information or data, typically in a business setting. Conventional occupations are often associated with office work, accounting, mathematics/statistics, information technology, finance, or human resources. |
A3 | Your Strengths | Importance |
Values of the Work Environment |
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83% | Achievement  -  Occupations that satisfy this work value are results oriented and allow employees to use their strongest abilities, giving them a feeling of accomplishment. Corresponding needs are Ability Utilization and Achievement. | |
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78% | Recognition  -  Occupations that satisfy this work value offer advancement, potential for leadership, and are often considered prestigious. Corresponding needs are Advancement, Authority, Recognition and Social Status. | |
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72% | Working Conditions  -  Occupations that satisfy this work value offer job security and good working conditions. Corresponding needs are Activity, Compensation, Independence, Security, Variety and Working Conditions. | |
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72% | Independence  -  Occupations that satisfy this work value allow employees to work on their own and make decisions. Corresponding needs are Creativity, Responsibility and Autonomy. |
Aptitude
A3 | Your Strengths | Importance |
Abilities | Cognitive, Physical, Personality |
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100% | Mathematical Reasoning  -  The ability to choose the right mathematical methods or formulas to solve a problem. | |
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88% | Number Facility  -  The ability to add, subtract, multiply, or divide quickly and correctly. | |
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78% | Inductive Reasoning  -  The ability to combine pieces of information to form general rules or conclusions (includes finding a relationship among seemingly unrelated events). | |
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78% | Deductive Reasoning  -  The ability to apply general rules to specific problems to produce answers that make sense. | |
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75% | Oral Comprehension  -  The ability to listen to and understand information and ideas presented through spoken words and sentences. | |
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75% | Written Comprehension  -  The ability to read and understand information and ideas presented in writing. | |
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75% | Information Ordering  -  The ability to arrange things or actions in a certain order or pattern according to a specific rule or set of rules (e.g., patterns of numbers, letters, words, pictures, mathematical operations). | |
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72% | Oral Expression  -  The ability to communicate information and ideas in speaking so others will understand. | |
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69% | Fluency of Ideas  -  The ability to come up with a number of ideas about a topic (the number of ideas is important, not their quality, correctness, or creativity). | |
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69% | Category Flexibility  -  The ability to generate or use different sets of rules for combining or grouping things in different ways. | |
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69% | Written Expression  -  The ability to communicate information and ideas in writing so others will understand. | |
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69% | Problem Sensitivity  -  The ability to tell when something is wrong or is likely to go wrong. It does not involve solving the problem, only recognizing that there is a problem. | |
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66% | Near Vision  -  The ability to see details at close range (within a few feet of the observer). | |
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63% | Originality  -  The ability to come up with unusual or clever ideas about a given topic or situation, or to develop creative ways to solve a problem. |
A3 | Your Strengths | Importance |
Skills | Cognitive, Physical, Personality |
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86% | Mathematics  -  Using mathematics to solve problems. | |
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75% | Active Learning  -  Understanding the implications of new information for both current and future problem-solving and decision-making. | |
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73% | Critical Thinking  -  Using logic and reasoning to identify the strengths and weaknesses of alternative solutions, conclusions, or approaches to problems. | |
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71% | Reading Comprehension  -  Understanding written sentences and paragraphs in work-related documents. | |
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70% | Complex Problem Solving  -  Identifying complex problems and reviewing related information to develop and evaluate options and implement solutions. | |
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66% | Science  -  Using scientific rules and methods to solve problems. | |
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64% | Writing  -  Communicating effectively in writing as appropriate for the needs of the audience. | |
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61% | Speaking  -  Talking to others to convey information effectively. | |
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61% | Judgment and Decision Making  -  Considering the relative costs and benefits of potential actions to choose the most appropriate one. | |
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59% | Active Listening  -  Giving full attention to what other people are saying, taking time to understand the points being made, asking questions as appropriate, and not interrupting at inappropriate times. | |
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55% | Systems Analysis  -  Determining how a system should work and how changes in conditions, operations, and the environment will affect outcomes. | |
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54% | Instructing  -  Teaching others how to do something. | |
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54% | Learning Strategies  -  Selecting and using training/instructional methods and procedures appropriate for the situation when learning or teaching new things. |
Job Details
A3 | Your Strengths | Importance |
Attributes & Percentage of Time Spent |
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98% | Electronic Mail  -  How often do you use electronic mail in this job? | |
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92% | Importance of Being Exact or Accurate  -  How important is being very exact or highly accurate in performing this job? | |
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88% | Structured versus Unstructured Work  -  To what extent is this job structured for the worker, rather than allowing the worker to determine tasks, priorities, and goals? | |
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86% | Freedom to Make Decisions  -  How much decision making freedom, without supervision, does the job offer? | |
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82% | Face-to-Face Discussions  -  How often do you have to have face-to-face discussions with individuals or teams in this job? | |
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81% | Spend Time Sitting  -  How much does this job require sitting? | |
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73% | Indoors, Environmentally Controlled  -  How often does this job require working indoors in environmentally controlled conditions? | |
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68% | Telephone  -  How often do you have telephone conversations in this job? | |
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66% | Contact With Others  -  How much does this job require the worker to be in contact with others (face-to-face, by telephone, or otherwise) in order to perform it? | |
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65% | Work With Work Group or Team  -  How important is it to work with others in a group or team in this job? | |
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62% | Level of Competition  -  To what extent does this job require the worker to compete or to be aware of competitive pressures? | |
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89% | Duration of Typical Work Week  -  Number of hours typically worked in one week. |
A3 | Your Strengths | Importance |
Tasks & Values |
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96% | Analyzing Data or Information  -  Identifying the underlying principles, reasons, or facts of information by breaking down information or data into separate parts. | |
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94% | Making Decisions and Solving Problems  -  Analyzing information and evaluating results to choose the best solution and solve problems. | |
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91% | Processing Information  -  Compiling, coding, categorizing, calculating, tabulating, auditing, or verifying information or data. | |
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87% | Updating and Using Relevant Knowledge  -  Keeping up-to-date technically and applying new knowledge to your job. | |
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87% | Getting Information  -  Observing, receiving, and otherwise obtaining information from all relevant sources. | |
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87% | Working with Computers  -  Using computers and computer systems (including hardware and software) to program, write software, set up functions, enter data, or process information. | |
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87% | Thinking Creatively  -  Developing, designing, or creating new applications, ideas, relationships, systems, or products, including artistic contributions. | |
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74% | Interpreting the Meaning of Information for Others  -  Translating or explaining what information means and how it can be used. | |
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72% | Communicating with Supervisors, Peers, or Subordinates  -  Providing information to supervisors, co-workers, and subordinates by telephone, in written form, e-mail, or in person. | |
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71% | Training and Teaching Others  -  Identifying the educational needs of others, developing formal educational or training programs or classes, and teaching or instructing others. | |
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61% | Communicating with People Outside the Organization  -  Communicating with people outside the organization, representing the organization to customers, the public, government, and other external sources. This information can be exchanged in person, in writing, or by telephone or e-mail. | |
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61% | Identifying Objects, Actions, and Events  -  Identifying information by categorizing, estimating, recognizing differences or similarities, and detecting changes in circumstances or events. | |
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60% | Developing Objectives and Strategies  -  Establishing long-range objectives and specifying the strategies and actions to achieve them. | |
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58% | Providing Consultation and Advice to Others  -  Providing guidance and expert advice to management or other groups on technical, systems-, or process-related topics. | |
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57% | Establishing and Maintaining Interpersonal Relationships  -  Developing constructive and cooperative working relationships with others, and maintaining them over time. | |
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54% | Documenting/Recording Information  -  Entering, transcribing, recording, storing, or maintaining information in written or electronic/magnetic form. | |
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54% | Coaching and Developing Others  -  Identifying the developmental needs of others and coaching, mentoring, or otherwise helping others to improve their knowledge or skills. | |
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52% | Estimating the Quantifiable Characteristics of Products, Events, or Information  -  Estimating sizes, distances, and quantities; or determining time, costs, resources, or materials needed to perform a work activity. | |
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51% | Organizing, Planning, and Prioritizing Work  -  Developing specific goals and plans to prioritize, organize, and accomplish your work. |
What Mathematicians and Statisticians Do
Mathematicians and statisticians analyze data and apply computational techniques to solve problems.
Duties
Mathematicians and statisticians typically do the following:
- Decide what data are needed to answer specific questions or problems
- Apply mathematical theories and techniques to solve practical problems in business, engineering, the sciences, and other fields
- Design surveys, experiments, or opinion polls to collect data
- Develop mathematical or statistical models to analyze data
- Interpret data and communicate analyses to technical and nontechnical audiences
- Use statistical software to analyze data and create visualizations to aid decision making in business
To solve problems, mathematicians rely on statisticians to design surveys, questionnaires, experiments, and opinion polls for collecting the data they need. For most surveys and opinion polls, statisticians gather data from some people in a particular group. Statisticians determine the type and size of this sample for collecting data in the survey or poll.
Following data collection is analysis, which involves mathematicians and statisticians using specialized statistical software. In their analyses, mathematicians and statisticians identify trends and relationships within the data. They also conduct tests to determine the data’s validity and to account for possible errors. Some help write software code to analyze data more accurately and efficiently.
Mathematicians and statisticians present findings from their analyses and discuss the data’s limitations in order to ensure accurate interpretation. They may present written reports, tables, and charts to team members, clients, and other users.
Mathematicians and statisticians work in any field that benefits from data analysis, including education, government, healthcare, and research and development.
Colleges and universities. Mathematicians and statisticians working in postsecondary schools may study theoretical or abstract concepts in these fields. They identify, research, and work to resolve unexplained issues in mathematics and explore mathematical or statistical theories to increase knowledge and understanding about the field.
Government. Mathematicians and statisticians working in government develop surveys and collect and analyze data on a variety of topics, including employment, crop production, and energy use. At all levels of government, these data help to inform policy proposals and decisions that affect the public.
Healthcare. Statisticians known as biostatisticians or biometricians work in pharmaceutical companies, public health agencies, or hospitals. They may design studies to test whether drugs successfully treat diseases or medical conditions. They may also help identify the sources of outbreaks of illnesses in humans and animals.
Research and development. Mathematicians and statisticians design experiments for product testing and development. For example, they may help design experiments to see how car engines perform when exposed to extreme weather or analyze consumer data for use in developing marketing strategies.
Typically, mathematicians and statisticians work on teams with other specialists to solve problems. For example, they may work with chemists, materials scientists, and chemical engineers to analyze the effectiveness of a new drug or help data scientists develop statistical models.
Work Environment
Mathematicians held about 2,300 jobs in 2022. The largest employers of mathematicians were as follows:
Federal government | 54% |
Professional, scientific, and technical services | 19 |
Colleges, universities, and professional schools; state, local, and private | 16 |
Statisticians held about 33,300 jobs in 2022. The largest employers of statisticians were as follows:
Research and development in the physical, engineering, and life sciences | 16% |
Federal government | 16 |
Colleges, universities, and professional schools; state, local, and private | 11 |
Healthcare and social assistance | 7 |
Computer systems design and related services | 6 |
Mathematicians and statisticians typically work in offices. They also may work on teams with engineers, scientists, and other specialists.
Work Schedules
Most mathematicians and statisticians work full time. Deadlines and last-minute requests for data or analysis may require overtime. In addition, these workers may travel to attend seminars and conferences.
Getting Started
How to Become a Mathematician or Statistician
Mathematicians and statisticians typically need at least a master’s degree in mathematics or statistics. However, some positions are available to those with a bachelor’s degree.
Education
Students who are interested in becoming mathematicians or statisticians should take as many math courses as possible in high school.
For jobs with the federal government, candidates need at least a bachelor’s degree or significant coursework in mathematics. In private industry, mathematicians typically need either a master’s or a doctoral degree; statisticians typically need a master's degree, but some entry-level positions may accept candidates with a bachelor's degree.
Most colleges and universities have bachelor’s degree programs in mathematics. Courses usually include calculus, differential equations, and linear and abstract algebra. Mathematics students also commonly take courses in a related field, such as computer science, physics, or statistics.
Many universities offer master’s and doctoral degrees in theoretical or applied mathematics. Students who get a doctoral degree may work as professors of mathematics in a college or university.
Statisticians typically need a master’s degree, but some entry-level positions may accept candidates with a bachelor’s degree.
Students majoring in statistics also may take courses in another field, such as computer science, life sciences, or physical sciences. These courses may help prepare students to work in a variety of industries. For example, coursework in biology, chemistry, or health sciences is useful for testing pharmaceutical or agricultural products. Physics may be useful for statisticians working in manufacturing on quality improvement.
Advancement
Mathematicians and statisticians may advance to become senior mathematicians or statisticians or to work in other managerial roles. A master’s or doctoral degree may be required for some advancement opportunities.
Job Outlook
Overall employment of mathematicians and statisticians is projected to grow 30 percent from 2022 to 2032, much faster than the average for all occupations.
About 3,500 openings for mathematicians and statisticians are projected each year, on average, over the decade. Many of those openings are expected to result from the need to replace workers who transfer to different occupations or exit the labor force, such as to retire.
Employment
Projected employment of mathematicians and statisticians varies by occupation (see table). Employment growth for statisticians is expected to result from more widespread use of statistical analysis to inform business, healthcare, and policy decisions. The amount of digitally stored data will increase over the projections decade as people and companies continue to conduct business online and use social media, smartphones, and other mobile devices. As a result, businesses will increasingly need statisticians to analyze the large amount of information and data collected. Statistical analyses will help companies improve their business processes, design and develop new products, and advertise products to potential customers.
Contacts for More Information
For more information about mathematicians, including training, especially for doctoral-level employment, visit
For more information about statisticians, visit
American Statistical Association
For specific information on careers in applied mathematics, visit
Society for Industrial and Applied Mathematics
For information on federal government requirements for mathematician positions, visit
U.S. Office of Personnel Management
Similar Occupations
This table shows a list of occupations with job duties that are similar to those of mathematicians and statisticians.
Occupation | Job Duties | Entry-Level Education | Median Annual Pay, May 2022 | |
---|---|---|---|---|
Actuaries |
Actuaries use mathematics, statistics, and financial theory to analyze the economic costs of risk and uncertainty. |
Bachelor's degree | $113,990 | |
Computer Systems Analysts |
Computer systems analysts study an organization’s current computer systems and design ways to improve efficiency. |
Bachelor's degree | $102,240 | |
Data Scientists |
Data scientists use analytical tools and techniques to extract meaningful insights from data. |
Bachelor's degree | $103,500 | |
Financial Analysts |
Financial analysts guide businesses and individuals in decisions about expending money to attain profit. |
Bachelor's degree | $96,220 | |
Market Research Analysts |
Market research analysts study consumer preferences, business conditions, and other factors to assess potential sales of a product or service. |
Bachelor's degree | $68,230 | |
Operations Research Analysts |
Operations research analysts use mathematics and logic to help solve complex issues. |
Bachelor's degree | $85,720 | |
Postsecondary Teachers |
Postsecondary teachers instruct students in a variety of academic subjects beyond the high school level. |
See How to Become One | $80,840 | |
Survey Researchers |
Survey researchers design and conduct surveys and analyze data. |
Master's degree | $60,410 | |
Economists |
Economists conduct research, prepare reports, and evaluate issues related to monetary and fiscal policy. They also may collect and analyze statistical data. |
Master's degree | $113,940 | |
Computer Programmers |
Computer programmers write, modify, and test code and scripts that allow computer software and applications to function properly. |
Bachelor's degree | $97,800 | |
Physicists and Astronomers |
Physicists and astronomers study the interactions of matter and energy. |
Doctoral or professional degree | $139,220 |