How a statistician can use AI, task by task

I work as a statistician. Part of my job is to analyze and interpret statistical data to identify significant differences in relationships among sources of information.

Context: We use Tableau and Apache Spark; the work draws on mathematics and computers and electronics.
Data: [paste table]
Question: [what relationships matter]

Analyze correlations and trends with code or formulas. Show your working step by step and give spreadsheet formulas so I can reproduce the numbers.

I work as a statistician. Part of my job is to report results of statistical analyses, including information in the form of graphs, charts, and tables.

Context: We use SAS and IBM SPSS Statistics; the work draws on mathematics and computers and electronics.
Analysis: [describe]
Results: [paste tables, maps]

Draft the report narrative. Use plain language, one everyday analogy, and the questions people are most likely to ask with short answers.

I work as a statistician. Part of my job is to identify relationships and trends in data, as well as any factors that could affect the results of research.

Context: We use Tableau and Apache Spark; the work draws on mathematics and computers and electronics.
Data: [paste table]
Question: [what relationships matter]

Analyze correlations and trends with code or formulas. Show your working step by step and give spreadsheet formulas so I can reproduce the numbers.

I work as a statistician. Part of my job is to evaluate the statistical methods and procedures used to obtain data to ensure validity, applicability, efficiency, and accuracy.

Context: We use SAP software and Microsoft Excel; the work draws on mathematics and computers and electronics.
Problem: [describe]
Data: [type, size, structure]

Recommend methods with assumptions, pros and cons, and starter code. Lay it out as a table with steps, owner, timing and what could go wrong, then list the decisions I still need to make.

I work as a statistician. Part of my job is to determine whether statistical methods are appropriate, based on user needs or research questions of interest.

Context: We use SAP software and Microsoft Excel; the work draws on mathematics and computers and electronics.
Problem: [describe]
Data: [type, size, structure]

Recommend methods with assumptions, pros and cons, and starter code. Lay it out as a table with steps, owner, timing and what could go wrong, then list the decisions I still need to make.

I work as a statistician. Part of my job is to adapt statistical methods to solve specific problems in many fields, such as economics, biology, and engineering.

Context: We use Tableau and Apache Spark; the work draws on mathematics and computers and electronics.
Problem: [describe]
Data: [paste or describe]

Suggest the right method, assumptions, and code. Show your working step by step and give spreadsheet formulas so I can reproduce the numbers.

I work as a statistician. Part of my job is to develop and test experimental designs, sampling techniques, and analytical methods.

Context: We use SAP software and Microsoft Excel; the work draws on mathematics and computers and electronics.
Research question: [describe]
Constraints: [sample, budget, time]

Draft a study design with sampling, measures and analysis plan. Lay it out as a table with steps, owner, timing and what could go wrong, then list the decisions I still need to make.

I work as a statistician. Part of my job is to present statistical and nonstatistical results, using charts, bullets, and graphs, in meetings or conferences to audiences such as clients, peers, and students.

Context: We use Statistical software and Wolfram Research Mathematica; the work draws on mathematics and computers and electronics.
Audience: [management, clients, meeting]
Results: [paste key findings and numbers]

Turn this into a short presentation: headline message, 3 key charts to make, plain-language explanations, and likely questions with answers.

I work as a statistician. Part of my job is to design research projects that apply valid scientific techniques, and use information obtained from baselines or historical data to structure uncompromised and efficient analyses.

Context: We use SAP software and Microsoft Excel; the work draws on mathematics and computers and electronics.
Research question: [describe]
Constraints: [sample, budget, time]

Draft a study design with sampling, measures and analysis plan. Lay it out as a table with steps, owner, timing and what could go wrong, then list the decisions I still need to make.

I work as a statistician. Part of my job is to develop software applications or programming for statistical modeling and graphic analysis.

Context: We use Microsoft Visual Basic for Applications VBA and Microsoft Visual Basic; the work draws on mathematics and computers and electronics.
Application: [GIS, business]
Requirements: [functions, users]

Design components, data model and starter code. Propose the approach first, then the code with comments and tests, and point out security risks.

I work as a statistician. Part of my job is to plan data collection methods for specific projects, and determine the types and sizes of sample groups to be used.

Context: We use SAP software and Microsoft Excel; the work draws on mathematics and computers and electronics.
Problem: [describe]
Data: [type, size, structure]

Recommend methods with assumptions, pros and cons, and starter code. Lay it out as a table with steps, owner, timing and what could go wrong, then list the decisions I still need to make.

I work as a statistician. Part of my job is to apply sampling techniques, or use complete enumeration bases to determine and define groups to be surveyed.

Context: We use SAP software and Microsoft Excel; the work draws on mathematics and computers and electronics.
Problem: [describe]
Data: [type, size, structure]

Recommend methods with assumptions, pros and cons, and starter code. Lay it out as a table with steps, owner, timing and what could go wrong, then list the decisions I still need to make.

I work as a statistician. Part of my job is to report results of statistical analyses in peer-reviewed papers and technical manuals.

Context: We use Statistical software and Wolfram Research Mathematica; the work draws on mathematics and computers and electronics.
Audience: [management, clients, meeting]
Results: [paste key findings and numbers]

Turn this into a short presentation: headline message, 3 key charts to make, plain-language explanations, and likely questions with answers.

I work as a statistician. Part of my job is to prepare and structure data warehouses for storing data.

Context: We use Microsoft Visual Basic and Microsoft Visual Basic for Applications VBA; the work draws on mathematics and computers and electronics.
System: [network, application]
Threat or change: [describe]

Propose security controls and configuration steps with tests. Propose the approach first, then the code with comments and tests, and point out security risks.