R
UK

The following table provides summary statistics for permanent job vacancies with a requirement for R skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited R over the 6 months to 17 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
17 May 2024
Same period 2023 Same period 2022
Rank 388 284 259
Rank change year-on-year -104 -25 +39
Permanent jobs citing R 658 1,263 2,590
As % of all permanent jobs advertised in the UK 0.66% 1.27% 1.62%
As % of the Programming Languages category 1.98% 2.94% 2.99%
Number of salaries quoted 442 568 851
10th Percentile £35,050 £40,000 £35,000
25th Percentile £45,125 £46,188 £45,000
Median annual salary (50th Percentile) £60,000 £63,750 £60,000
Median % change year-on-year -5.88% +6.25% +4.35%
75th Percentile £85,000 £90,000 £80,000
90th Percentile £122,500 £115,000 £92,500
UK excluding London median annual salary £51,528 £50,119 £52,000
% change year-on-year +2.81% -3.62% +4.00%

All Programming Languages
UK

R is in the Programming Languages category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for coding skills.

Permanent vacancies with a requirement for coding skills 33,193 42,967 86,682
As % of all permanent jobs advertised in the UK 33.26% 43.30% 54.06%
Number of salaries quoted 24,893 27,483 43,403
10th Percentile £35,000 £38,750 £37,000
25th Percentile £45,000 £49,100 £46,250
Median annual salary (50th Percentile) £60,000 £65,000 £62,500
Median % change year-on-year -7.69% +4.00% +13.64%
75th Percentile £77,500 £86,250 £82,500
90th Percentile £100,000 £107,500 £100,000
UK excluding London median annual salary £54,000 £55,000 £52,500
% change year-on-year -1.82% +4.76% +5.00%

R
Job Vacancy Trend

Job postings citing R as a proportion of all IT jobs advertised.

Job vacancy trend for R in the UK

R
Salary Trend

3-month moving average salary quoted in jobs citing R.

Salary trend for R in the UK

R
Salary Histogram

Salary distribution for jobs citing R over the 6 months to 17 May 2024.

Salary histogram for R in the UK

R
Top 18 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing R within the UK over the 6 months to 17 May 2024. 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
England -103 578 £60,000 -7.69% 354
UK excluding London -201 321 £51,528 +2.81% 202
London +35 310 £80,000 +6.67% 176
Work from Home -180 253 £65,000 +8.33% 115
South East -26 79 £49,250 -16.17% 44
North of England -180 66 £51,528 +3.06% 46
Midlands -14 57 £55,000 +15.79% 45
Scotland -54 48 £48,000 -4.45% 15
North West +16 41 £47,500 -29.63% 24
West Midlands +8 38 £55,000 +16.40% 30
South West -59 38 £67,500 +35.00% 20
East of England +10 20 £65,000 +85.71% 13
Yorkshire -140 20 £51,528 +8.48% 12
East Midlands -11 19 £45,000 -18.18% 15
Wales +6 6 £47,014 -14.34% 12
North East -27 5 £55,000 +23.14% 10
Northern Ireland +26 4 £33,750 - 6
Channel Islands - 3 £67,500 - 1

R
Co-occurring Skills and Capabilities by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 105 (15.96%) SAS
2 33 (5.02%) Apache Spark
3 12 (1.82%) Apache
4 10 (1.52%) SharePoint
5 6 (0.91%) Apache Airflow
5 6 (0.91%) Jupyter
6 5 (0.76%) nginx
7 3 (0.46%) Confluence
7 3 (0.46%) Microsoft Exchange
8 1 (0.15%) ArcGIS
Applications
1 107 (16.26%) Microsoft Excel
2 23 (3.50%) Microsoft PowerPoint
2 23 (3.50%) MS Visio
3 20 (3.04%) SPSS
4 19 (2.89%) Microsoft Office
5 16 (2.43%) AutoCAD
6 8 (1.22%) EViews
7 7 (1.06%) Adobe Creative Suite
7 7 (1.06%) Stata
8 6 (0.91%) Trello
9 4 (0.61%) InfoPath
10 3 (0.46%) Simulink
11 1 (0.15%) Spreadsheet
Business Applications
1 4 (0.61%) SAP IBP
2 2 (0.30%) Primavera
3 1 (0.15%) Exchequer
3 1 (0.15%) Sparx Enterprise Architect
Cloud Services
1 161 (24.47%) Power Platform
2 143 (21.73%) Azure
3 130 (19.76%) AWS
4 80 (12.16%) GCP
5 39 (5.93%) Figma
6 32 (4.86%) SurveyMonkey
7 23 (3.50%) Amazon S3
8 21 (3.19%) Microsoft 365
9 19 (2.89%) Amazon EC2
9 19 (2.89%) Google Analytics
10 17 (2.58%) Azure Data Factory
11 15 (2.28%) Snowflake
12 14 (2.13%) Adobe Analytics
13 13 (1.98%) GitHub
14 12 (1.82%) Azure DevOps
14 12 (1.82%) SaaS
15 9 (1.37%) Azure Synapse Analytics
15 9 (1.37%) PowerApps
16 6 (0.91%) GitHub Actions
16 6 (0.91%) Serverless
Communications & Networking
1 6 (0.91%) Internet
2 5 (0.76%) MQTT
2 5 (0.76%) Network Security
2 5 (0.76%) Reverse Proxy
2 5 (0.76%) VPN
3 4 (0.61%) Broadband
3 4 (0.61%) FTP
3 4 (0.61%) HTTP
3 4 (0.61%) RS-232
3 4 (0.61%) SMS
3 4 (0.61%) VoIP
3 4 (0.61%) Wireshark
3 4 (0.61%) WPA
4 3 (0.46%) DHCP
4 3 (0.46%) DNS
4 3 (0.46%) Wireless
5 1 (0.15%) TCP/IP
Database & Business Intelligence
1 160 (24.32%) Power BI
2 149 (22.64%) Tableau
3 79 (12.01%) Data Warehouse
4 59 (8.97%) Big Data
5 54 (8.21%) SQL Server
6 42 (6.38%) Data Mining
7 33 (5.02%) Amazon QuickSight
8 30 (4.56%) NoSQL
9 26 (3.95%) Data Lake
10 25 (3.80%) Amazon Redshift
11 23 (3.50%) Hadoop
12 21 (3.19%) PostgreSQL
13 20 (3.04%) MySQL
14 18 (2.74%) QlikView
15 17 (2.58%) Azure SQL Database
16 14 (2.13%) DynamoDB
16 14 (2.13%) Snowflake Schema
17 13 (1.98%) SQL Server Integration Services
18 11 (1.67%) BigQuery
18 11 (1.67%) Text Mining
Development Applications
1 27 (4.10%) Git
2 13 (1.98%) JIRA
3 7 (1.06%) RStudio
4 5 (0.76%) Jenkins
4 5 (0.76%) MLflow
5 4 (0.61%) Subversion
6 3 (0.46%) ER Studio
6 3 (0.46%) ERwin
6 3 (0.46%) Team Foundation Server
7 2 (0.30%) Visual Studio
8 1 (0.15%) Cypress.io
8 1 (0.15%) NUnit
8 1 (0.15%) TeamCity
8 1 (0.15%) Visual Studio Code
General
1 236 (35.87%) Analytical Skills
2 223 (33.89%) Finance
2 223 (33.89%) Social Skills
3 118 (17.93%) Marketing
4 78 (11.85%) Inclusion and Diversity
5 65 (9.88%) Retail
6 56 (8.51%) Law
7 47 (7.14%) Banking
7 47 (7.14%) Presentation Skills
8 41 (6.23%) Front Office
9 32 (4.86%) Social Science
10 27 (4.10%) Pharmaceutical
11 14 (2.13%) Legal
12 13 (1.98%) Manufacturing
12 13 (1.98%) Organisational Skills
13 12 (1.82%) Military
14 11 (1.67%) Telecoms
15 10 (1.52%) Public Sector
16 9 (1.37%) Financial Institution
16 9 (1.37%) Retail Finance
Job Titles
1 177 (26.90%) Analyst
2 139 (21.12%) Senior
3 110 (16.72%) Data Scientist
4 72 (10.94%) Lead
5 70 (10.64%) Data Analyst
6 69 (10.49%) Developer
7 52 (7.90%) Senior Analyst
8 44 (6.69%) Python Developer
9 42 (6.38%) Senior Data Scientist
10 41 (6.23%) Quantitative Developer
11 32 (4.86%) Data Engineer
12 24 (3.65%) Finance Manager
12 24 (3.65%) Service Analyst
13 23 (3.50%) Architect
14 18 (2.74%) Analytics Manager
14 18 (2.74%) Data Manager
15 17 (2.58%) Programmer
16 16 (2.43%) Senior Data Analyst
16 16 (2.43%) Service Desk Analyst
16 16 (2.43%) Systems Programmer
Libraries, Frameworks & Software Standards
1 24 (3.65%) HTML
2 16 (2.43%) OLE
3 15 (2.28%) Django
3 15 (2.28%) React
4 14 (2.13%) CSS
5 13 (1.98%) PySpark
6 11 (1.67%) .NET
7 10 (1.52%) GraphQL
7 10 (1.52%) JSON
8 9 (1.37%) TensorFlow
9 7 (1.06%) Node.js
9 7 (1.06%) Pandas
9 7 (1.06%) PyTorch
10 6 (0.91%) gRPC
10 6 (0.91%) HTML5
11 5 (0.76%) AWS CDK
11 5 (0.76%) Knex.js
11 5 (0.76%) LEMP Stack
11 5 (0.76%) Sequelize
11 5 (0.76%) Shiny
Miscellaneous
1 73 (11.09%) Algorithms
2 53 (8.05%) Onboarding
3 42 (6.38%) Fixed Income
4 41 (6.23%) Hedge funds
5 40 (6.08%) Derivative
6 39 (5.93%) Equities
7 32 (4.86%) Credit Risk
8 29 (4.41%) Management Information System
9 22 (3.34%) Market Risk
10 21 (3.19%) Self-Motivation
11 17 (2.58%) Data Structures
12 16 (2.43%) Smartphone
13 13 (1.98%) Public Cloud
14 12 (1.82%) Blog
14 12 (1.82%) NHS
15 10 (1.52%) Mobile App
16 9 (1.37%) Cloud Native
17 8 (1.22%) Product Ownership
18 7 (1.06%) Analytical Mindset
18 7 (1.06%) Animation
Operating Systems
1 27 (4.10%) Windows
2 20 (3.04%) Linux
3 7 (1.06%) Unix
4 4 (0.61%) FreeRTOS
5 3 (0.46%) Android
5 3 (0.46%) Apple iOS
5 3 (0.46%) Windows Server
6 2 (0.30%) Windows Vista
Processes & Methodologies
1 254 (38.60%) Analytics
2 230 (34.95%) Data Science
3 206 (31.31%) Business Intelligence
4 161 (24.47%) Visualisation
5 155 (23.56%) Machine Learning
6 144 (21.88%) Data Analysis
7 141 (21.43%) Mathematics
8 140 (21.28%) Problem-Solving
9 138 (20.97%) Data Visualisation
10 130 (19.76%) Agile
11 126 (19.15%) Statistics
12 112 (17.02%) Computer Science
13 111 (16.87%) Decision-Making
14 103 (15.65%) Data Modelling
15 98 (14.89%) Artificial Intelligence
16 76 (11.55%) Actionable Insight
16 76 (11.55%) ETL
17 75 (11.40%) Data Analytics
18 70 (10.64%) Software Engineering
19 65 (9.88%) Roadmaps
Programming Languages
1 526 (79.94%) Python
2 315 (47.87%) SQL
3 35 (5.32%) JavaScript
4 34 (5.17%) MATLAB
5 33 (5.02%) C#
6 31 (4.71%) Java
7 30 (4.56%) VBA
8 24 (3.65%) C
9 18 (2.74%) T-SQL
10 16 (2.43%) C++
11 14 (2.13%) PowerShell
12 12 (1.82%) Scala
13 11 (1.67%) Data Analysis Expressions
14 9 (1.37%) Embedded C
15 7 (1.06%) TypeScript
15 7 (1.06%) VB.NET
16 5 (0.76%) JSX
17 3 (0.46%) VB
18 2 (0.30%) Julia
18 2 (0.30%) Tcl
Qualifications
1 288 (43.77%) Degree
2 108 (16.41%) Master's Degree
3 90 (13.68%) PhD
4 39 (5.93%) Computer Science Degree
5 23 (3.50%) Security Cleared
6 14 (2.13%) Numerate Degree
7 10 (1.52%) BPSS Clearance
8 7 (1.06%) Microsoft Certification
8 7 (1.06%) SC Cleared
9 6 (0.91%) Azure Certification
9 6 (0.91%) IIBA
9 6 (0.91%) SANS
10 5 (0.76%) CISA
10 5 (0.76%) CISM
10 5 (0.76%) CISSP
10 5 (0.76%) CRISC
10 5 (0.76%) DV Cleared
11 2 (0.30%) CIMA
11 2 (0.30%) DBS Check
12 1 (0.15%) MCP
Quality Assurance & Compliance
1 59 (8.97%) Data Quality
2 19 (2.89%) IFRS
2 19 (2.89%) IFRS 9
2 19 (2.89%) QA
3 16 (2.43%) Accessibility
4 12 (1.82%) CRD IV
5 6 (0.91%) GDPR
5 6 (0.91%) NIST
6 5 (0.76%) Actionable Recommendations
7 3 (0.46%) ISO 26262
7 3 (0.46%) JSP 440
7 3 (0.46%) MISRA
7 3 (0.46%) PMO
8 1 (0.15%) IEC 62304
8 1 (0.15%) SNOMED CT
System Software
1 21 (3.19%) Docker
2 19 (2.89%) Active Directory
3 3 (0.46%) Hyper-V
3 3 (0.46%) VMware Infrastructure
4 2 (0.30%) IAG
Systems Management
1 11 (1.67%) Kubernetes
2 6 (0.91%) Terraform
3 3 (0.46%) Backup Exec
4 2 (0.30%) Kubeflow
5 1 (0.15%) Kibana
5 1 (0.15%) logstash
Vendors
1 89 (13.53%) Microsoft
2 39 (5.93%) Bloomberg
3 35 (5.32%) Google
3 35 (5.32%) Oracle
4 34 (5.17%) Alteryx
5 32 (4.86%) Qualtrics
6 31 (4.71%) Databricks
7 29 (4.41%) Adobe
8 15 (2.28%) Salesforce
9 10 (1.52%) F5
10 8 (1.22%) SAP
11 7 (1.06%) Pega
12 6 (0.91%) Apple
12 6 (0.91%) Coremetrics
12 6 (0.91%) Samsung
12 6 (0.91%) UiPath
13 5 (0.76%) MicroStrategy
14 4 (0.61%) SIMUL8
15 3 (0.46%) Splunk
15 3 (0.46%) Veeam