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Mathematics & statistics
Develop mathematical methods and analyse uncertainty. Specialist tools include Overleaf, Jupyter, Wolfram Alpha and Wolfram Mathematica.
Common tasks
Roles in this sector
MathematicianStatisticianMathematics studentJunior data analystStatistics traineeApplied mathematicianCryptographerOperations research analystMathematical modellerData analystSurvey statisticianDecision scientistPsychometricianDemographerLead statisticianLead data analystHead of analytics
Plus 32 general business roles such as project manager. Mapped to ISIC Revision 4 section M. Classification source ↗
Specialist tools
| Tool | What it does | Pricing | Type | Evidence |
|---|---|---|---|---|
| OverleafDigital Science | Collaborative online LaTeX editor with AI writing assistance. | Free + paid | Tool | Site checked |
| JupyterProject Jupyter | Open-source notebooks for code, equations, visualisations and narrative text. | Open source | Tool | Site checked |
| Wolfram AlphaWolfram | Computational answer engine for mathematics, statistics, science and data. | Pricing not verified | Tool | Site checked |
| Wolfram MathematicaWolfram | Symbolic and numerical computing with a notebook assistant. | Pricing not verified | Tool + MCP | Site checked |
| Posit (RStudio)Posit | Open-source data science tools for R and Python, including RStudio and Positron. | Open source | Tool | Site checked |
| Harmonic AristotleHarmonic | AI that produces formally verified reasoning, including verification of software and hardware. | Pricing not verified | Tool | Site checked |
| QueueSimNot verified | Queueing simulation: M/M/c, staffing, Erlang C checks, and multi-step models built from nodes. | Pricing not verified | Tool + MCP | Site checked |
| LeanLean FRO | Open-source theorem prover and programming language increasingly used with AI proof assistants. | Open source | Tool | Site checked |
| SageMathSageMath community | Free open-source mathematics system covering algebra, number theory, calculus and more. | Open source | Tool | Site checked |
| MapleMaplesoft | Mathematics software for symbolic computation, teaching and engineering analysis. | Pricing not verified | Tool | Site checked |
| MATLABMathWorks | Numerical computing environment with AI-assisted code generation and toolboxes. | Pricing not verified | Tool | Unconfirmed listing |
| PyMCPyMC Labs and community | Open-source Python library for probabilistic programming and Bayesian inference. | Open source | Tool | Site checked |
| StanStan Development Team | Open-source platform for Bayesian statistical modelling and inference. | Open source | Tool | Site checked |
| DaggyNot verified | Query your data in plain English or SQL, build datasets, and fit Bayesian models. | Pricing not verified | Tool + MCP | Site checked |
| DesmosDesmos Studio | Free graphing and scientific calculators and classroom maths activities. | Pricing not verified | Tool | Site checked |
| GeoGebraGeoGebra | Interactive maths tools for geometry, algebra, graphing and teaching. | Pricing not verified | Tool | Site checked |
| ProphetMeta | Open-source forecasting procedure for time series with strong seasonal effects. | Open source | Tool | Site checked |
General tools that also apply
| Tool | What it does | Pricing | Type | Evidence |
|---|---|---|---|---|
| JuliusJulius AI | Chat with spreadsheets and data files to clean, analyse and chart results. | Free + paid | Tool + MCP | Site checked |
| Microsoft Power BI with CopilotMicrosoft | Business intelligence reports and dashboards with Copilot assistance for exploring data, writing summaries, and generating reports. | Usage based | Tool | Source reviewed |
| Eightfold AIEightfold AI | AI talent platform supporting candidate discovery, interviews, talent development, and workforce planning, with recruiters retaining hiring decisions. | Contact sales | Tool + MCP | Source reviewed |
| Airtable AIAirtable | Build and work with databases, applications, reports, and automations using Airtable’s AI assistant. | Free + paid | Tool + MCP | Source reviewed |
| QuickBooks Intuit IntelligenceIntuit | Use business-data-aware chat and accounting automation inside QuickBooks to organize transactions and explore financial questions. | Paid | Tool | Source reviewed |
| PerplexityPerplexity | An AI answer engine that researches web sources, provides cited responses, and supports deeper research and file analysis. | Free + paid | Tool + MCP | Source reviewed |
| UiPathUiPath | Platform combining robotic process automation, AI agents, document processing, and orchestration to automate business operations. | Paid | Tool | Source reviewed |
| Microsoft 365 CopilotMicrosoft | AI assistance within Microsoft productivity apps and work information. | Paid | Tool | Source reviewed |
| ClaudeAnthropic | A conversational assistant for documents, research, analysis, and software work. | Free + paid | Tool | Source reviewed |
| GongGong | Analyzes customer interactions to help revenue teams understand pipeline risk, coach sellers, and automate sales follow-up work. | Contact sales | Tool + MCP | Source reviewed |
| Workday IlluminateWorkday | Workday's AI capabilities support HR, finance, workforce decisions, and workflow automation using business data in the Workday platform. | Contact sales | Tool | Source reviewed |
| RowsRows | Spreadsheet with built-in AI analyst and data integrations. | Free + paid | Tool | Site checked |
No paid ranking. Reviewed 2026-11-04. Tool fit is an editorial suggestion based on published capabilities. See sources & methodology →