R Job Trends in the UK excluding London

R
UK > UK excluding London

The table below provides summary statistics and salary benchmarking for jobs advertised in the UK excluding London requiring R skills. It covers permanent job vacancies from the 6 months leading up to 17 June 2026, with comparisons to the same periods in the previous two years.

6 months to
17 Jun 2026
Same period 2025 Same period 2024
Rank 445 353 468
Rank change year-on-year -92 +115 -171
Permanent jobs citing R 156 184 319
As % of all permanent jobs in the UK excluding London 0.23% 0.62% 0.40%
As % of the Programming Languages category 1.49% 2.23% 1.37%
Number of salaries quoted 138 87 213
10th Percentile £27,500 £39,547 £28,750
25th Percentile £28,250 £45,000 £40,000
Median annual salary (50th Percentile) £39,756 £53,688 £55,000
Median % change year-on-year -25.95% -2.39% +4.76%
75th Percentile £58,750 £70,000 £70,000
90th Percentile £80,000 £95,656 £85,000
UK median annual salary £45,000 £62,000 £60,000
% change year-on-year -27.42% +3.33% -4.00%

All Programming Languages
UK excluding London

R falls under the Programming Languages category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring coding skills in the UK excluding London.

Permanent vacancies with a requirement for coding skills 10,493 8,248 23,213
As % of all permanent jobs advertised in the UK excluding London 15.60% 27.71% 29.40%
Number of salaries quoted 7,497 5,224 17,107
10th Percentile £35,000 £31,250 £32,500
25th Percentile £45,000 £41,500 £41,250
Median annual salary (50th Percentile) £57,500 £55,000 £54,500
Median % change year-on-year +4.55% +0.92% -0.91%
75th Percentile £72,500 £70,000 £66,250
90th Percentile £86,500 £83,750 £80,000
UK median annual salary £65,000 £65,000 £60,000
% change year-on-year - +8.33% -7.69%

R
Job Vacancy Trend in the UK excluding London

Historical trend showing the proportion of permanent IT job postings citing R relative to all permanent IT jobs advertised in the UK excluding London.

R job vacancy trend in the UK excluding London

R
Salary Trend in the UK excluding London

Salary distribution trend for jobs in the UK excluding London citing R.

Salary distribution trend for jobs in the UK excluding London citing R

R
Salary Histogram in the UK excluding London

Salary distribution for jobs citing R in the UK excluding London over the 6 months to 17 June 2026.

Salary histogram for R in the UK excluding London

R
Job Locations in the UK excluding London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing R within the UK excluding London region over the 6 months to 17 June 2026. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
North of England -32 48 £33,718 -46.05% 47
Midlands -25 32 £36,000 -28.00% 29
South East -43 28 £57,500 -7.26% 58
North West +8 27 £37,500 -34.21% 26
West Midlands -15 23 £36,000 -30.43% 10
South West -59 19 £45,000 -10.00% 26
East of England -3 18 £62,113 -37.89% 31
Yorkshire -54 13 £31,500 -58.00% 15
East Midlands -36 9 £49,000 +22.75% 19
Scotland +3 8 £30,750 -21.15% 15
North East -44 8 £48,610 +2.34% 6
Wales -42 3 £39,511 -36.27% 16
R
UK

R
Co-Occurring Skills & Capabilities in the UK excluding London by Category

The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category:

Application Platforms
1 35 (22.44%) WordPress
2 19 (12.18%) SharePoint
3 18 (11.54%) Microsoft Exchange
4 4 (2.56%) Oracle SOA Suite
5 2 (1.28%) Apache Spark
5 2 (1.28%) IIS
5 2 (1.28%) SAS
Applications
1 12 (7.69%) Microsoft Excel
2 3 (1.92%) Microsoft Office
3 2 (1.28%) Spreadsheet
3 2 (1.28%) SPSS
4 1 (0.64%) Microsoft PowerPoint
Cloud Services
1 102 (65.38%) Azure
2 75 (48.08%) AWS
3 57 (36.54%) GitHub
4 35 (22.44%) Power Platform
5 18 (11.54%) Entra ID
5 18 (11.54%) Microsoft 365
5 18 (11.54%) Mimecast
5 18 (11.54%) SaaS
6 6 (3.85%) Azure Data Factory
6 6 (3.85%) Dataform
6 6 (3.85%) dbt
7 4 (2.56%) Dynamics 365
7 4 (2.56%) GCP
7 4 (2.56%) Smartsheet
7 4 (2.56%) Snowflake
8 1 (0.64%) Amazon S3
8 1 (0.64%) AWS Lambda
8 1 (0.64%) Azure Cognitive Services
8 1 (0.64%) Power Automate
8 1 (0.64%) PowerApps
Communications & Networking
1 57 (36.54%) Internet
Database & Business Intelligence
1 35 (22.44%) Power BI
2 21 (13.46%) Tableau
3 17 (10.90%) Data Warehouse
4 9 (5.77%) SQL Server Reporting Services
5 8 (5.13%) SQL Server
6 7 (4.49%) Data Lake
7 6 (3.85%) Data Vault
7 6 (3.85%) Looker
7 6 (3.85%) Metabase
7 6 (3.85%) SQL Server Integration Services
8 4 (2.56%) Big Data
8 4 (2.56%) Hadoop
9 3 (1.92%) Data Mining
9 3 (1.92%) OLAP
9 3 (1.92%) Power Query
9 3 (1.92%) PowerPivot
9 3 (1.92%) SQL Server Analysis Services
10 2 (1.28%) GIS
10 2 (1.28%) MS Access
10 2 (1.28%) NoSQL
Development Applications
1 60 (38.46%) Git
2 18 (11.54%) JIRA
3 4 (2.56%) JUnit
3 4 (2.56%) Maven
3 4 (2.56%) Mockito
General
1 57 (36.54%) Multimedia
2 43 (27.56%) Analytical Skills
3 26 (16.67%) Legal
4 19 (12.18%) Social Skills
5 16 (10.26%) Finance
6 11 (7.05%) Marketing
7 9 (5.77%) Public Sector
8 4 (2.56%) Law
8 4 (2.56%) Manufacturing
9 3 (1.92%) Local Government
9 3 (1.92%) Pharmaceutical
10 2 (1.28%) Games
10 2 (1.28%) Organisational Skills
10 2 (1.28%) Welsh Language
11 1 (0.64%) Banking
11 1 (0.64%) iGaming
11 1 (0.64%) Presentation Skills
11 1 (0.64%) Retail
11 1 (0.64%) Retail Finance
11 1 (0.64%) Social Housing
Job Titles
1 58 (37.18%) Trainee
2 39 (25.00%) Administrator
3 35 (22.44%) Trainee Administrator
3 35 (22.44%) Web Administrator
4 29 (18.59%) Data Scientist
5 22 (14.10%) Senior
6 17 (10.90%) Analyst
7 16 (10.26%) Support Engineer
8 15 (9.62%) 3rd Line Engineer
8 15 (9.62%) 3rd Line Support
8 15 (9.62%) 3rd Line Support Engineer
8 15 (9.62%) Senior Data Scientist
9 11 (7.05%) 3rd Line Infrastructure Engineer
9 11 (7.05%) 3rd Line Infrastructure Support
9 11 (7.05%) Developer
9 11 (7.05%) Infrastructure Engineer
9 11 (7.05%) Infrastructure Support
9 11 (7.05%) Infrastructure Support Engineer
10 8 (5.13%) Data Analyst
11 6 (3.85%) Business Intelligence Analyst
Libraries, Frameworks & Software Standards
1 58 (37.18%) CSS
1 58 (37.18%) HTML
2 5 (3.21%) REST
3 3 (1.92%) NumPy
3 3 (1.92%) Pandas
3 3 (1.92%) PySpark
3 3 (1.92%) scikit-learn
4 2 (1.28%) Matplotlib
4 2 (1.28%) Play Framework
4 2 (1.28%) PyTorch
4 2 (1.28%) Seaborn
4 2 (1.28%) TensorFlow
5 1 (0.64%) Django
5 1 (0.64%) LightGBM
5 1 (0.64%) SciPy
5 1 (0.64%) Shiny
5 1 (0.64%) Streamlit
Miscellaneous
1 6 (3.85%) Management Information System
2 5 (3.21%) Algorithms
2 5 (3.21%) Self-Motivation
3 2 (1.28%) Cloud Native
3 2 (1.28%) Clustering
3 2 (1.28%) Data Structures
3 2 (1.28%) Distributed Systems
3 2 (1.28%) NHS
4 1 (0.64%) ARM Cortex
4 1 (0.64%) Onboarding
4 1 (0.64%) Online Games
Operating Systems
1 6 (3.85%) Linux
2 1 (0.64%) FreeRTOS
2 1 (0.64%) SafeRTOS
Processes & Methodologies
1 49 (31.41%) Analytics
2 39 (25.00%) Data Science
3 38 (24.36%) Mentoring
4 37 (23.72%) Business Intelligence
5 36 (23.08%) Web Development
6 32 (20.51%) Decision-Making
7 30 (19.23%) Visualisation
8 29 (18.59%) AI
8 29 (18.59%) Problem-Solving
9 25 (16.03%) Machine Learning
10 24 (15.38%) Workflow
11 22 (14.10%) Cybersecurity
12 19 (12.18%) Change Management
13 18 (11.54%) Data Analysis
13 18 (11.54%) Identity Management
13 18 (11.54%) Incident Management
13 18 (11.54%) Technical Leadership
14 17 (10.90%) Data Engineering
14 17 (10.90%) Infrastructure Engineering
15 16 (10.26%) Mathematics
Programming Languages
1 129 (82.69%) Python
2 64 (41.03%) JavaScript
3 54 (34.62%) SQL
4 16 (10.26%) Data Analysis Expressions
5 7 (4.49%) C
5 7 (4.49%) Java
6 6 (3.85%) Julia
7 4 (2.56%) Bash
7 4 (2.56%) PL/SQL
7 4 (2.56%) T-SQL
8 2 (1.28%) C++
8 2 (1.28%) Scala
9 1 (0.64%) C#
9 1 (0.64%) Embedded C
9 1 (0.64%) Embedded C++
Qualifications
1 58 (37.18%) Azure Certification
1 58 (37.18%) Microsoft Certification
2 57 (36.54%) AWS Certification
2 57 (36.54%) AWS Certified Cloud Practitioner
3 22 (14.10%) Degree
4 9 (5.77%) DBS Check
5 8 (5.13%) Security Cleared
6 7 (4.49%) SC Cleared
7 2 (1.28%) Master's Degree
7 2 (1.28%) MBA
7 2 (1.28%) Numerate Degree
8 1 (0.64%) ACCA
8 1 (0.64%) CFA
8 1 (0.64%) Computer Science Degree
8 1 (0.64%) DV Cleared
Quality Assurance & Compliance
1 24 (15.38%) Data Quality
2 18 (11.54%) ISO/IEC 27001
3 6 (3.85%) QA
4 2 (1.28%) Accessibility
4 2 (1.28%) Actionable Recommendations
4 2 (1.28%) GDPR
5 1 (0.64%) DO-254
5 1 (0.64%) HAZOP
5 1 (0.64%) IEC 61508
5 1 (0.64%) IEC 62304
5 1 (0.64%) IFRS
5 1 (0.64%) IFRS 9
5 1 (0.64%) ISO 26262
5 1 (0.64%) PMO
System Software
1 18 (11.54%) Active Directory
2 6 (3.85%) Docker
3 1 (0.64%) Firmware
Systems Management
1 18 (11.54%) Microsoft Intune
2 4 (2.56%) Kubernetes
Vendors
1 94 (60.26%) Microsoft
2 18 (11.54%) CrowdStrike
3 6 (3.85%) Cognos
3 6 (3.85%) HubSpot
3 6 (3.85%) MicroStrategy
4 5 (3.21%) Databricks
4 5 (3.21%) Oracle
5 3 (1.92%) SAP
6 2 (1.28%) Alteryx
6 2 (1.28%) BT
6 2 (1.28%) ESRI
7 1 (0.64%) Adobe
7 1 (0.64%) Civica
7 1 (0.64%) Google
7 1 (0.64%) Northgate
7 1 (0.64%) OpenAI
7 1 (0.64%) Orchard