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 28 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
28 May 2024
Same period 2023 Same period 2022
Rank 403 279 251
Rank change year-on-year -124 -28 +55
Permanent jobs citing R 639 1,252 2,723
As % of all permanent jobs advertised in the UK 0.62% 1.29% 1.63%
As % of the Programming Languages category 1.90% 2.99% 3.01%
Number of salaries quoted 425 579 868
10th Percentile £35,200 £40,000 £35,000
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 £88,125 £81,250
90th Percentile £122,500 £115,000 £92,500
UK excluding London median annual salary £55,000 £50,238 £52,500
% change year-on-year +9.48% -4.31% +5.00%

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 33,562 41,867 90,496
As % of all permanent jobs advertised in the UK 32.71% 43.01% 54.20%
Number of salaries quoted 25,071 26,942 43,619
10th Percentile £35,000 £38,750 £37,000
25th Percentile £45,000 £49,000 £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 £53,772 £55,000 £52,500
% change year-on-year -2.23% +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 28 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 28 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 -123 564 £60,000 -4.00% 378
UK excluding London -207 315 £55,000 +9.48% 217
London +27 299 £80,000 +6.67% 184
Work from Home -172 243 £65,000 +8.33% 103
South East -18 81 £50,000 -16.67% 52
North of England -180 60 £51,528 -6.11% 52
Midlands -12 58 £55,000 +15.79% 45
Scotland -60 46 £45,600 -9.23% 16
North West +23 41 £47,500 -20.86% 29
South West -67 41 £67,500 +34.36% 20
West Midlands +5 40 £55,000 +29.41% 28
East of England -7 19 £65,000 +85.71% 18
East Midlands -17 18 £45,000 -18.18% 17
Yorkshire -140 14 £55,000 +4.76% 15
North East -30 5 £55,000 +23.14% 8
Northern Ireland +23 4 £33,750 - 5
Wales -8 3 £40,000 -27.12% 10
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 96 (15.02%) SAS
2 24 (3.76%) Apache Spark
3 10 (1.56%) SharePoint
4 6 (0.94%) Apache Airflow
4 6 (0.94%) Jupyter
5 5 (0.78%) nginx
6 3 (0.47%) Apache
6 3 (0.47%) Confluence
6 3 (0.47%) Microsoft Exchange
7 1 (0.16%) ArcGIS
Applications
1 103 (16.12%) Microsoft Excel
2 23 (3.60%) Microsoft PowerPoint
3 22 (3.44%) MS Visio
4 19 (2.97%) Microsoft Office
5 18 (2.82%) SPSS
6 16 (2.50%) AutoCAD
7 7 (1.10%) Adobe Creative Suite
7 7 (1.10%) Stata
8 6 (0.94%) EViews
8 6 (0.94%) Trello
9 4 (0.63%) InfoPath
10 2 (0.31%) Simulink
11 1 (0.16%) Spreadsheet
Business Applications
1 4 (0.63%) SAP IBP
2 2 (0.31%) Primavera
3 1 (0.16%) Exchequer
Cloud Services
1 159 (24.88%) Power Platform
2 141 (22.07%) Azure
3 125 (19.56%) AWS
4 75 (11.74%) GCP
5 39 (6.10%) Figma
6 32 (5.01%) SurveyMonkey
7 23 (3.60%) Amazon S3
8 21 (3.29%) Microsoft 365
9 19 (2.97%) Amazon EC2
10 18 (2.82%) Google Analytics
11 16 (2.50%) Azure Data Factory
11 16 (2.50%) Snowflake
12 14 (2.19%) Adobe Analytics
13 13 (2.03%) GitHub
14 12 (1.88%) SaaS
15 11 (1.72%) Azure DevOps
16 9 (1.41%) PowerApps
17 8 (1.25%) Azure Synapse Analytics
18 6 (0.94%) GitHub Actions
18 6 (0.94%) Serverless
Communications & Networking
1 6 (0.94%) Internet
2 5 (0.78%) MQTT
2 5 (0.78%) Network Security
2 5 (0.78%) Reverse Proxy
2 5 (0.78%) VPN
3 4 (0.63%) Broadband
3 4 (0.63%) FTP
3 4 (0.63%) HTTP
3 4 (0.63%) RS-232
3 4 (0.63%) SMS
3 4 (0.63%) VoIP
3 4 (0.63%) Wireshark
3 4 (0.63%) WPA
4 3 (0.47%) DHCP
4 3 (0.47%) DNS
4 3 (0.47%) Wireless
5 1 (0.16%) TCP/IP
Database & Business Intelligence
1 158 (24.73%) Power BI
2 147 (23.00%) Tableau
3 83 (12.99%) Data Warehouse
4 58 (9.08%) Big Data
5 53 (8.29%) SQL Server
6 40 (6.26%) Data Mining
7 32 (5.01%) Amazon QuickSight
8 29 (4.54%) NoSQL
9 25 (3.91%) Data Lake
10 24 (3.76%) Amazon Redshift
10 24 (3.76%) Hadoop
11 23 (3.60%) PostgreSQL
12 20 (3.13%) MySQL
13 16 (2.50%) Azure SQL Database
13 16 (2.50%) QlikView
14 14 (2.19%) DynamoDB
14 14 (2.19%) Snowflake Schema
15 13 (2.03%) SQL Server Integration Services
16 11 (1.72%) Relational Database
17 10 (1.56%) BigQuery
Development Applications
1 28 (4.38%) Git
2 11 (1.72%) JIRA
3 7 (1.10%) RStudio
3 7 (1.10%) Subversion
4 5 (0.78%) Jenkins
4 5 (0.78%) MLflow
5 3 (0.47%) ER Studio
5 3 (0.47%) ERwin
5 3 (0.47%) Team Foundation Server
6 1 (0.16%) Cypress.io
6 1 (0.16%) TeamCity
6 1 (0.16%) Visual Studio
6 1 (0.16%) Visual Studio Code
General
1 222 (34.74%) Analytical Skills
2 211 (33.02%) Social Skills
3 202 (31.61%) Finance
4 119 (18.62%) Marketing
5 79 (12.36%) Inclusion and Diversity
6 56 (8.76%) Law
7 55 (8.61%) Retail
8 39 (6.10%) Presentation Skills
9 36 (5.63%) Banking
10 35 (5.48%) Front Office
11 32 (5.01%) Social Science
12 27 (4.23%) Pharmaceutical
13 14 (2.19%) Legal
14 13 (2.03%) Manufacturing
14 13 (2.03%) Organisational Skills
15 12 (1.88%) Military
16 11 (1.72%) Telecoms
17 9 (1.41%) Financial Institution
17 9 (1.41%) Public Sector
18 8 (1.25%) Advertising
Job Titles
1 163 (25.51%) Analyst
2 130 (20.34%) Senior
3 110 (17.21%) Data Scientist
4 75 (11.74%) Lead
5 70 (10.95%) Data Analyst
6 65 (10.17%) Developer
7 43 (6.73%) Senior Data Scientist
8 42 (6.57%) Senior Analyst
9 39 (6.10%) Python Developer
10 35 (5.48%) Quantitative Developer
11 32 (5.01%) Data Engineer
12 23 (3.60%) Architect
12 23 (3.60%) Service Analyst
13 22 (3.44%) Finance Manager
14 18 (2.82%) Analytics Manager
14 18 (2.82%) Data Manager
15 17 (2.66%) Programmer
16 16 (2.50%) Pricing Analyst
16 16 (2.50%) Service Desk Analyst
16 16 (2.50%) Systems Programmer
Libraries, Frameworks & Software Standards
1 25 (3.91%) HTML
2 17 (2.66%) React
3 16 (2.50%) Django
3 16 (2.50%) OLE
4 15 (2.35%) CSS
5 14 (2.19%) PySpark
6 10 (1.56%) GraphQL
6 10 (1.56%) TensorFlow
7 9 (1.41%) .NET
7 9 (1.41%) JSON
8 8 (1.25%) PyTorch
9 7 (1.10%) htmx
9 7 (1.10%) Node.js
10 6 (0.94%) gRPC
10 6 (0.94%) HTML5
10 6 (0.94%) Pandas
11 5 (0.78%) Knex.js
11 5 (0.78%) LEMP Stack
11 5 (0.78%) React Native
11 5 (0.78%) Sequelize
Miscellaneous
1 72 (11.27%) Algorithms
2 51 (7.98%) Onboarding
3 35 (5.48%) Equities
3 35 (5.48%) Fixed Income
3 35 (5.48%) Hedge funds
4 34 (5.32%) Derivative
5 29 (4.54%) Management Information System
6 22 (3.44%) Market Risk
7 21 (3.29%) Credit Risk
7 21 (3.29%) Self-Motivation
8 20 (3.13%) Data Structures
9 16 (2.50%) Smartphone
10 14 (2.19%) NHS
11 13 (2.03%) Blog
11 13 (2.03%) Public Cloud
12 10 (1.56%) Mobile App
13 9 (1.41%) Cloud Native
14 8 (1.25%) Product Ownership
15 7 (1.10%) Animation
16 6 (0.94%) Clustering
Operating Systems
1 27 (4.23%) Windows
2 20 (3.13%) Linux
3 7 (1.10%) Unix
4 4 (0.63%) 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
1 247 (38.65%) Analytics
2 231 (36.15%) Data Science
3 203 (31.77%) Business Intelligence
4 155 (24.26%) Visualisation
5 153 (23.94%) Machine Learning
6 141 (22.07%) Data Analysis
7 138 (21.60%) Problem-Solving
8 133 (20.81%) Data Visualisation
9 128 (20.03%) Mathematics
10 113 (17.68%) Agile
11 112 (17.53%) Computer Science
11 112 (17.53%) Decision-Making
11 112 (17.53%) Statistics
12 101 (15.81%) Data Modelling
13 99 (15.49%) Artificial Intelligence
14 74 (11.58%) Actionable Insight
14 74 (11.58%) Data Analytics
15 71 (11.11%) ETL
16 65 (10.17%) Roadmaps
17 64 (10.02%) Software Engineering
Programming Languages
1 509 (79.66%) Python
2 313 (48.98%) SQL
3 36 (5.63%) JavaScript
4 31 (4.85%) C#
5 30 (4.69%) Java
5 30 (4.69%) MATLAB
6 29 (4.54%) VBA
7 23 (3.60%) C
8 18 (2.82%) T-SQL
9 15 (2.35%) C++
10 13 (2.03%) PowerShell
11 12 (1.88%) Scala
12 10 (1.56%) Data Analysis Expressions
13 9 (1.41%) Embedded C
14 7 (1.10%) TypeScript
14 7 (1.10%) VB.NET
15 5 (0.78%) JSX
15 5 (0.78%) Julia
16 2 (0.31%) Apex Code
16 2 (0.31%) VB
Qualifications
1 275 (43.04%) Degree
2 108 (16.90%) Master's Degree
3 90 (14.08%) PhD
4 40 (6.26%) Computer Science Degree
5 23 (3.60%) Security Cleared
6 14 (2.19%) Numerate Degree
7 10 (1.56%) BPSS Clearance
8 7 (1.10%) Microsoft Certification
8 7 (1.10%) SC Cleared
9 6 (0.94%) Azure Certification
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 2 (0.31%) CIMA
11 2 (0.31%) DBS Check
12 1 (0.16%) MCP
Quality Assurance & Compliance
1 57 (8.92%) Data Quality
2 18 (2.82%) QA
3 16 (2.50%) Accessibility
4 10 (1.56%) IFRS
4 10 (1.56%) IFRS 9
5 6 (0.94%) GDPR
5 6 (0.94%) NIST
6 3 (0.47%) Actionable Recommendations
6 3 (0.47%) CRD IV
6 3 (0.47%) JSP 440
7 2 (0.31%) ISO 26262
7 2 (0.31%) MISRA
7 2 (0.31%) PMO
8 1 (0.16%) IEC 62304
8 1 (0.16%) SNOMED CT
System Software
1 24 (3.76%) Docker
2 19 (2.97%) Active Directory
3 3 (0.47%) Hyper-V
3 3 (0.47%) VMware Infrastructure
4 2 (0.31%) IAG
Systems Management
1 12 (1.88%) 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 85 (13.30%) Microsoft
2 35 (5.48%) Bloomberg
3 34 (5.32%) Alteryx
3 34 (5.32%) Google
3 34 (5.32%) Oracle
4 32 (5.01%) Databricks
4 32 (5.01%) Qualtrics
5 29 (4.54%) Adobe
6 15 (2.35%) Salesforce
7 10 (1.56%) F5
8 8 (1.25%) SAP
9 7 (1.10%) Pega
10 6 (0.94%) Apple
10 6 (0.94%) Coremetrics
10 6 (0.94%) Samsung
10 6 (0.94%) UiPath
11 4 (0.63%) MicroStrategy
11 4 (0.63%) SIMUL8
12 3 (0.47%) Informatica
12 3 (0.47%) Red Hat