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 9 June 2024 with a comparison to the same period in the previous 2 years.

6 months to
9 Jun 2024
Same period 2023 Same period 2022
Rank 418 300 254
Rank change year-on-year -118 -46 +63
Permanent jobs citing R 641 1,133 2,817
As % of all permanent jobs advertised in the UK 0.59% 1.22% 1.64%
As % of the Programming Languages category 1.87% 2.89% 3.03%
Number of salaries quoted 419 551 860
10th Percentile £35,000 £38,750 £36,250
25th Percentile £45,000 £47,447 £45,000
Median annual salary (50th Percentile) £60,000 £62,500 £60,000
Median % change year-on-year -4.00% +4.17% +9.09%
75th Percentile £85,000 £90,625 £82,500
90th Percentile £122,500 £115,000 £96,250
UK excluding London median annual salary £55,000 £52,500 £53,325
% change year-on-year +4.76% -1.55% +6.65%

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 34,343 39,181 92,820
As % of all permanent jobs advertised in the UK 31.67% 42.09% 54.00%
Number of salaries quoted 25,459 26,275 43,476
10th Percentile £35,000 £38,750 £37,000
25th Percentile £45,000 £48,750 £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 £85,000 £82,500
90th Percentile £98,750 £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 9 June 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 9 June 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 -112 565 £62,500 - 244
UK excluding London -207 316 £55,000 +4.76% 123
London -5 301 £80,000 +6.67% 121
Work from Home -159 243 £65,000 - 105
South East -21 82 £50,000 -18.96% 40
North of England -181 59 £47,500 -13.64% 23
Midlands -35 58 £55,000 +22.22% 23
Scotland -65 47 £45,600 -9.23% 6
North West +11 43 £47,500 -26.92% 16
South West -67 42 £67,500 +34.36% 15
West Midlands -15 40 £55,000 +37.50% 17
East of England -15 18 £65,000 +85.71% 13
East Midlands -32 18 £45,000 -18.18% 6
Yorkshire -129 11 £55,000 +0.22% 3
North East -36 5 £55,000 +23.14% 5
Northern Ireland +21 4 £33,750 - 2
Wales +1 3 £40,000 -23.72% 4
Channel Islands - 3 £67,500 -

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 97 (15.13%) SAS
2 20 (3.12%) Apache Spark
3 10 (1.56%) SharePoint
4 6 (0.94%) Apache Airflow
5 5 (0.78%) Jupyter
5 5 (0.78%) nginx
6 3 (0.47%) Confluence
6 3 (0.47%) Microsoft Exchange
7 1 (0.16%) ArcGIS
Applications
1 102 (15.91%) Microsoft Excel
2 24 (3.74%) Microsoft PowerPoint
3 22 (3.43%) MS Visio
4 20 (3.12%) Microsoft Office
5 18 (2.81%) SPSS
6 16 (2.50%) AutoCAD
7 7 (1.09%) Adobe Creative Suite
7 7 (1.09%) Stata
8 6 (0.94%) EViews
8 6 (0.94%) Trello
9 4 (0.62%) InfoPath
10 1 (0.16%) Simulink
10 1 (0.16%) Spreadsheet
Business Applications
1 4 (0.62%) SAP IBP
2 2 (0.31%) Primavera
3 1 (0.16%) Exchequer
Cloud Services
1 151 (23.56%) Power Platform
2 135 (21.06%) Azure
3 128 (19.97%) AWS
4 72 (11.23%) GCP
5 39 (6.08%) Figma
6 32 (4.99%) SurveyMonkey
7 31 (4.84%) Amazon S3
8 23 (3.59%) Amazon EC2
9 21 (3.28%) Microsoft 365
10 18 (2.81%) Google Analytics
11 16 (2.50%) Snowflake
12 14 (2.18%) Adobe Analytics
13 13 (2.03%) Azure Data Factory
13 13 (2.03%) GitHub
14 12 (1.87%) SaaS
15 11 (1.72%) Azure DevOps
16 9 (1.40%) PowerApps
17 6 (0.94%) GitHub Actions
18 5 (0.78%) Amazon ELB
18 5 (0.78%) Azure Synapse Analytics
Communications & Networking
1 6 (0.94%) Internet
1 6 (0.94%) RS-232
2 5 (0.78%) MQTT
2 5 (0.78%) Network Security
2 5 (0.78%) Reverse Proxy
2 5 (0.78%) VPN
3 4 (0.62%) Broadband
3 4 (0.62%) FTP
3 4 (0.62%) HTTP
3 4 (0.62%) SMS
3 4 (0.62%) VoIP
3 4 (0.62%) Wireshark
3 4 (0.62%) WPA
4 3 (0.47%) DHCP
4 3 (0.47%) DNS
4 3 (0.47%) Wireless
5 2 (0.31%) RS-485
6 1 (0.16%) TCP/IP
Database & Business Intelligence
1 154 (24.02%) Tableau
2 150 (23.40%) Power BI
3 92 (14.35%) Data Warehouse
4 59 (9.20%) Big Data
5 54 (8.42%) SQL Server
6 42 (6.55%) Data Mining
7 40 (6.24%) Amazon QuickSight
8 33 (5.15%) NoSQL
9 31 (4.84%) Amazon Redshift
10 24 (3.74%) PostgreSQL
11 23 (3.59%) Hadoop
12 22 (3.43%) Data Lake
13 19 (2.96%) MySQL
14 18 (2.81%) DynamoDB
15 14 (2.18%) QlikView
15 14 (2.18%) Snowflake Schema
16 13 (2.03%) Azure SQL Database
16 13 (2.03%) SQL Server Integration Services
17 11 (1.72%) Relational Database
18 10 (1.56%) MongoDB
Development Applications
1 31 (4.84%) Git
2 11 (1.72%) JIRA
3 10 (1.56%) Subversion
4 6 (0.94%) RStudio
5 5 (0.78%) Jenkins
5 5 (0.78%) MLflow
6 3 (0.47%) ER Studio
6 3 (0.47%) ERwin
6 3 (0.47%) Team Foundation Server
7 1 (0.16%) Cypress.io
7 1 (0.16%) TeamCity
7 1 (0.16%) Visual Studio
General
1 224 (34.95%) Analytical Skills
2 212 (33.07%) Social Skills
3 198 (30.89%) Finance
4 119 (18.56%) Marketing
5 80 (12.48%) Inclusion and Diversity
6 55 (8.58%) Law
7 53 (8.27%) Retail
8 36 (5.62%) Presentation Skills
9 34 (5.30%) Banking
10 33 (5.15%) Front Office
11 32 (4.99%) Social Science
12 27 (4.21%) Pharmaceutical
13 14 (2.18%) Legal
14 13 (2.03%) Manufacturing
14 13 (2.03%) Organisational Skills
15 12 (1.87%) Military
16 11 (1.72%) Telecoms
17 9 (1.40%) Advertising
17 9 (1.40%) Financial Institution
18 8 (1.25%) Investment Banking
Job Titles
1 159 (24.80%) Analyst
2 131 (20.44%) Senior
3 110 (17.16%) Data Scientist
4 77 (12.01%) Lead
5 69 (10.76%) Data Analyst
6 66 (10.30%) Developer
7 44 (6.86%) Senior Data Scientist
8 39 (6.08%) Senior Analyst
9 38 (5.93%) Python Developer
10 33 (5.15%) Quantitative Developer
11 32 (4.99%) Data Engineer
12 23 (3.59%) Service Analyst
13 21 (3.28%) Architect
13 21 (3.28%) Finance Manager
14 19 (2.96%) Senior Manager
15 18 (2.81%) Analytics Manager
15 18 (2.81%) Data Manager
16 17 (2.65%) Programmer
17 16 (2.50%) Service Desk Analyst
17 16 (2.50%) Systems Programmer
Libraries, Frameworks & Software Standards
1 26 (4.06%) HTML
2 18 (2.81%) React
3 16 (2.50%) CSS
3 16 (2.50%) Django
3 16 (2.50%) OLE
4 14 (2.18%) PySpark
5 10 (1.56%) GraphQL
5 10 (1.56%) TensorFlow
6 9 (1.40%) .NET
6 9 (1.40%) JSON
7 8 (1.25%) htmx
7 8 (1.25%) PyTorch
8 7 (1.09%) Node.js
9 6 (0.94%) gRPC
9 6 (0.94%) HTML5
10 5 (0.78%) Knex.js
10 5 (0.78%) LEMP Stack
10 5 (0.78%) React Native
10 5 (0.78%) Sequelize
10 5 (0.78%) Shiny
Miscellaneous
1 73 (11.39%) Algorithms
2 59 (9.20%) Onboarding
3 33 (5.15%) Equities
3 33 (5.15%) Fixed Income
3 33 (5.15%) Hedge funds
4 32 (4.99%) Derivative
5 27 (4.21%) Management Information System
6 22 (3.43%) Market Risk
7 21 (3.28%) Data Structures
7 21 (3.28%) Self-Motivation
8 20 (3.12%) Credit Risk
9 16 (2.50%) Smartphone
10 15 (2.34%) NHS
11 13 (2.03%) Blog
12 10 (1.56%) Mobile App
12 10 (1.56%) Public Cloud
13 9 (1.40%) Cloud Native
14 8 (1.25%) Product Ownership
15 7 (1.09%) Analytical Mindset
15 7 (1.09%) Animation
Operating Systems
1 27 (4.21%) Windows
2 20 (3.12%) Linux
3 8 (1.25%) Unix
4 6 (0.94%) FreeRTOS
5 3 (0.47%) Android
5 3 (0.47%) Apple iOS
5 3 (0.47%) Windows Server
6 2 (0.31%) Windows Vista
Processes & Methodologies
1 243 (37.91%) Analytics
2 233 (36.35%) Data Science
3 203 (31.67%) Business Intelligence
4 158 (24.65%) Visualisation
5 149 (23.24%) Machine Learning
6 141 (22.00%) Problem-Solving
7 138 (21.53%) Data Analysis
8 135 (21.06%) Data Visualisation
9 129 (20.12%) Mathematics
10 114 (17.78%) Computer Science
11 113 (17.63%) Statistics
12 112 (17.47%) Decision-Making
13 109 (17.00%) Data Modelling
14 108 (16.85%) Agile
15 97 (15.13%) Artificial Intelligence
16 75 (11.70%) Actionable Insight
16 75 (11.70%) Data Analytics
16 75 (11.70%) ETL
17 65 (10.14%) Software Engineering
18 64 (9.98%) Roadmaps
Programming Languages
1 516 (80.50%) Python
2 319 (49.77%) SQL
3 37 (5.77%) JavaScript
4 35 (5.46%) MATLAB
5 32 (4.99%) C#
6 30 (4.68%) Java
6 30 (4.68%) VBA
7 26 (4.06%) C
8 20 (3.12%) C++
9 19 (2.96%) T-SQL
10 13 (2.03%) PowerShell
11 12 (1.87%) Scala
12 11 (1.72%) Embedded C
13 9 (1.40%) Data Analysis Expressions
14 8 (1.25%) Julia
15 7 (1.09%) TypeScript
15 7 (1.09%) VB.NET
16 5 (0.78%) JSX
17 2 (0.31%) Embedded C++
17 2 (0.31%) VB
Qualifications
1 277 (43.21%) Degree
2 108 (16.85%) Master's Degree
3 90 (14.04%) PhD
4 40 (6.24%) Computer Science Degree
5 22 (3.43%) Security Cleared
6 15 (2.34%) Numerate Degree
7 12 (1.87%) BPSS Clearance
8 7 (1.09%) SC Cleared
9 6 (0.94%) IIBA
9 6 (0.94%) SANS
10 5 (0.78%) CISA
10 5 (0.78%) CISM
10 5 (0.78%) CISSP
10 5 (0.78%) CRISC
10 5 (0.78%) DV Cleared
11 4 (0.62%) DBS Check
11 4 (0.62%) Microsoft Certification
12 3 (0.47%) Azure Certification
13 2 (0.31%) CIMA
14 1 (0.16%) MCP
Quality Assurance & Compliance
1 57 (8.89%) Data Quality
2 18 (2.81%) QA
3 16 (2.50%) Accessibility
4 7 (1.09%) IFRS
4 7 (1.09%) IFRS 9
5 6 (0.94%) GDPR
5 6 (0.94%) NIST
6 3 (0.47%) JSP 440
7 2 (0.31%) Actionable Recommendations
7 2 (0.31%) PMO
8 1 (0.16%) IEC 62304
8 1 (0.16%) ISO 26262
8 1 (0.16%) MISRA
System Software
1 25 (3.90%) Docker
2 19 (2.96%) Active Directory
3 3 (0.47%) Hyper-V
3 3 (0.47%) VMware Infrastructure
4 2 (0.31%) IAG
Systems Management
1 12 (1.87%) Kubernetes
2 6 (0.94%) Terraform
3 3 (0.47%) Backup Exec
4 2 (0.31%) Kubeflow
5 1 (0.16%) Kibana
5 1 (0.16%) logstash
Vendors
1 82 (12.79%) Microsoft
2 37 (5.77%) Oracle
3 34 (5.30%) Google
4 33 (5.15%) Alteryx
4 33 (5.15%) Bloomberg
5 32 (4.99%) Databricks
5 32 (4.99%) Qualtrics
6 26 (4.06%) Adobe
7 15 (2.34%) Salesforce
8 10 (1.56%) F5
9 8 (1.25%) SAP
10 7 (1.09%) Pega
11 6 (0.94%) Coremetrics
11 6 (0.94%) Samsung
11 6 (0.94%) UiPath
12 4 (0.62%) SIMUL8
13 3 (0.47%) Apple
13 3 (0.47%) Informatica
13 3 (0.47%) Red Hat
13 3 (0.47%) VMware