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

6 months to
10 May 2024
Same period 2023 Same period 2022
Rank 391 278 251
Rank change year-on-year -113 -27 +48
Permanent jobs citing R 661 1,311 2,511
As % of all permanent jobs advertised in the UK 0.67% 1.30% 1.60%
As % of the Programming Languages category 1.99% 3.00% 2.96%
Number of salaries quoted 448 575 853
10th Percentile £35,350 £40,148 £35,450
25th Percentile £45,500 £46,125 £45,000
Median annual salary (50th Percentile) £60,000 £62,500 £60,000
Median % change year-on-year -4.00% +4.17% +0.26%
75th Percentile £85,000 £90,000 £80,000
90th Percentile £122,500 £114,000 £92,500
UK excluding London median annual salary £51,528 £50,238 £50,238
% change year-on-year +2.57% - -2.45%

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 33,186 43,722 84,922
As % of all permanent jobs advertised in the UK 33.45% 43.28% 53.99%
Number of salaries quoted 24,983 27,941 43,470
10th Percentile £35,195 £38,750 £37,000
25th Percentile £45,000 £49,500 £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 £107,000 £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 10 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 10 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 -109 578 £60,000 -7.69% 242
UK excluding London -205 323 £51,528 +2.57% 120
London +41 310 £80,000 +3.23% 129
Work from Home -178 259 £65,000 +8.33% 95
South East -23 77 £48,500 -19.17% 36
North of England -194 67 £51,528 +3.06% 27
Midlands -24 57 £55,000 +12.82% 24
Scotland -56 49 £49,764 -0.94% 9
North West +20 41 £47,500 -28.30% 15
South West -62 39 £67,500 +35.00% 10
West Midlands -8 38 £55,000 +15.79% 20
Yorkshire -130 21 £51,528 +5.70% 7
East of England +16 20 £65,000 +85.71% 6
East Midlands -17 19 £45,000 -18.18% 4
Wales +1 7 £51,528 -1.74% 4
North East -30 5 £55,000 +23.14% 5
Northern Ireland +25 4 £33,750 - 4
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
1 108 (16.34%) SAS
2 37 (5.60%) Apache Spark
3 15 (2.27%) Apache
4 10 (1.51%) SharePoint
5 6 (0.91%) Apache Airflow
5 6 (0.91%) Jupyter
6 5 (0.76%) nginx
7 3 (0.45%) Confluence
7 3 (0.45%) Microsoft Exchange
8 1 (0.15%) ArcGIS
Applications
1 105 (15.89%) Microsoft Excel
2 23 (3.48%) Microsoft PowerPoint
2 23 (3.48%) MS Visio
3 20 (3.03%) SPSS
4 19 (2.87%) Microsoft Office
5 16 (2.42%) AutoCAD
6 8 (1.21%) 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 (0.45%) 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 (24.36%) Power Platform
2 144 (21.79%) Azure
3 130 (19.67%) AWS
4 82 (12.41%) GCP
5 39 (5.90%) Figma
6 32 (4.84%) SurveyMonkey
7 21 (3.18%) Microsoft 365
8 20 (3.03%) Amazon S3
9 19 (2.87%) Google Analytics
10 18 (2.72%) Amazon EC2
10 18 (2.72%) Azure Data Factory
11 16 (2.42%) Snowflake
12 14 (2.12%) Adobe Analytics
12 14 (2.12%) GitHub
13 13 (1.97%) Azure DevOps
14 12 (1.82%) SaaS
15 9 (1.36%) Azure Synapse Analytics
15 9 (1.36%) 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 (0.45%) DHCP
4 3 (0.45%) DNS
4 3 (0.45%) Wireless
5 1 (0.15%) TCP/IP
Database & Business Intelligence
1 160 (24.21%) Power BI
2 147 (22.24%) Tableau
3 75 (11.35%) Data Warehouse
4 55 (8.32%) Big Data
4 55 (8.32%) SQL Server
5 44 (6.66%) Data Mining
6 31 (4.69%) Amazon QuickSight
7 30 (4.54%) NoSQL
8 26 (3.93%) Data Lake
9 24 (3.63%) Hadoop
10 23 (3.48%) Amazon Redshift
11 22 (3.33%) MySQL
12 21 (3.18%) PostgreSQL
13 18 (2.72%) QlikView
14 17 (2.57%) Azure SQL Database
15 14 (2.12%) Snowflake Schema
16 13 (1.97%) DynamoDB
16 13 (1.97%) SQL Server Integration Services
17 11 (1.66%) BigQuery
17 11 (1.66%) Relational Database
Development Applications
1 27 (4.08%) Git
2 13 (1.97%) JIRA
3 8 (1.21%) RStudio
4 6 (0.91%) Jenkins
5 5 (0.76%) MLflow
6 4 (0.61%) Subversion
7 3 (0.45%) ER Studio
7 3 (0.45%) ERwin
7 3 (0.45%) Team Foundation Server
8 2 (0.30%) Visual Studio
8 2 (0.30%) Visual Studio Code
9 1 (0.15%) Cypress.io
9 1 (0.15%) NUnit
9 1 (0.15%) TeamCity
General
1 235 (35.55%) Analytical Skills
2 230 (34.80%) Finance
3 224 (33.89%) Social Skills
4 118 (17.85%) Marketing
5 78 (11.80%) Inclusion and Diversity
6 68 (10.29%) Retail
7 56 (8.47%) Law
8 51 (7.72%) Banking
9 50 (7.56%) Presentation Skills
10 43 (6.51%) Front Office
11 32 (4.84%) Social Science
12 27 (4.08%) Pharmaceutical
13 14 (2.12%) Legal
14 13 (1.97%) Manufacturing
14 13 (1.97%) Organisational Skills
15 12 (1.82%) Military
16 11 (1.66%) Telecoms
17 10 (1.51%) Public Sector
18 9 (1.36%) Financial Institution
18 9 (1.36%) Retail Finance
Job Titles
1 180 (27.23%) Analyst
2 142 (21.48%) Senior
3 108 (16.34%) Data Scientist
4 72 (10.89%) Lead
5 71 (10.74%) Developer
6 70 (10.59%) Data Analyst
7 55 (8.32%) Senior Analyst
8 45 (6.81%) Python Developer
9 44 (6.66%) Quantitative Developer
10 40 (6.05%) Senior Data Scientist
11 31 (4.69%) Data Engineer
12 24 (3.63%) Finance Manager
12 24 (3.63%) Service Analyst
13 23 (3.48%) Architect
14 18 (2.72%) Analytics Manager
14 18 (2.72%) Consultant
14 18 (2.72%) Data Manager
15 17 (2.57%) Programmer
16 16 (2.42%) Senior Data Analyst
16 16 (2.42%) Service Desk Analyst
Libraries, Frameworks & Software Standards
1 23 (3.48%) HTML
2 16 (2.42%) OLE
3 14 (2.12%) Django
3 14 (2.12%) PySpark
3 14 (2.12%) React
4 13 (1.97%) CSS
5 11 (1.66%) .NET
6 10 (1.51%) GraphQL
6 10 (1.51%) JSON
7 7 (1.06%) Node.js
7 7 (1.06%) Pandas
7 7 (1.06%) TensorFlow
8 6 (0.91%) AWS CDK
8 6 (0.91%) gRPC
8 6 (0.91%) HTML5
8 6 (0.91%) Kafka
8 6 (0.91%) PyTorch
9 5 (0.76%) Knex.js
9 5 (0.76%) scikit-learn
9 5 (0.76%) Shiny
Miscellaneous
1 73 (11.04%) Algorithms
2 51 (7.72%) Onboarding
3 44 (6.66%) Fixed Income
4 43 (6.51%) Hedge funds
5 42 (6.35%) Derivative
6 39 (5.90%) Equities
7 35 (5.30%) Credit Risk
8 28 (4.24%) Management Information System
9 22 (3.33%) Market Risk
10 21 (3.18%) Self-Motivation
11 17 (2.57%) Data Structures
12 16 (2.42%) Smartphone
13 13 (1.97%) Public Cloud
14 12 (1.82%) Blog
15 11 (1.66%) NHS
16 10 (1.51%) Cloud Native
16 10 (1.51%) Mobile App
17 8 (1.21%) Product Ownership
18 7 (1.06%) Animation
19 6 (0.91%) Clustering
Operating Systems
1 27 (4.08%) Windows
2 20 (3.03%) Linux
3 7 (1.06%) Unix
4 4 (0.61%) FreeRTOS
5 3 (0.45%) Android
5 3 (0.45%) Apple iOS
5 3 (0.45%) Windows Server
6 2 (0.30%) Windows Vista
Processes & Methodologies
1 256 (38.73%) Analytics
2 228 (34.49%) Data Science
3 207 (31.32%) Business Intelligence
4 161 (24.36%) Visualisation
5 157 (23.75%) Machine Learning
6 145 (21.94%) Data Analysis
7 141 (21.33%) Mathematics
8 139 (21.03%) Problem-Solving
9 138 (20.88%) Data Visualisation
10 135 (20.42%) Agile
11 125 (18.91%) Statistics
12 110 (16.64%) Decision-Making
13 109 (16.49%) Computer Science
14 105 (15.89%) Data Modelling
15 99 (14.98%) Artificial Intelligence
16 77 (11.65%) ETL
17 74 (11.20%) Actionable Insight
17 74 (11.20%) Data Analytics
18 72 (10.89%) Software Engineering
19 68 (10.29%) Statistical Analysis
Programming Languages
1 529 (80.03%) Python
2 314 (47.50%) SQL
3 34 (5.14%) JavaScript
4 33 (4.99%) MATLAB
5 32 (4.84%) C#
6 30 (4.54%) Java
7 29 (4.39%) VBA
8 24 (3.63%) C
9 18 (2.72%) T-SQL
10 15 (2.27%) C++
11 14 (2.12%) PowerShell
12 13 (1.97%) Scala
13 11 (1.66%) Data Analysis Expressions
14 9 (1.36%) Embedded C
15 7 (1.06%) TypeScript
15 7 (1.06%) VB.NET
16 5 (0.76%) JSX
17 3 (0.45%) VB
18 2 (0.30%) Apex Code
18 2 (0.30%) Tcl
Qualifications
1 289 (43.72%) Degree
2 107 (16.19%) Master's Degree
3 90 (13.62%) PhD
4 39 (5.90%) Computer Science Degree
5 24 (3.63%) Security Cleared
6 15 (2.27%) Numerate Degree
7 10 (1.51%) 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 (8.93%) Data Quality
2 22 (3.33%) IFRS
2 22 (3.33%) IFRS 9
3 20 (3.03%) QA
4 16 (2.42%) Accessibility
5 15 (2.27%) CRD IV
6 7 (1.06%) GDPR
7 6 (0.91%) NIST
7 6 (0.91%) PMO
8 5 (0.76%) Actionable Recommendations
9 3 (0.45%) ISO 26262
9 3 (0.45%) JSP 440
9 3 (0.45%) MISRA
10 2 (0.30%) SNOMED CT
11 1 (0.15%) IEC 62304
System Software
1 20 (3.03%) Docker
2 19 (2.87%) Active Directory
3 3 (0.45%) Hyper-V
3 3 (0.45%) VMware Infrastructure
4 2 (0.30%) IAG
Systems Management
1 11 (1.66%) Kubernetes
2 7 (1.06%) Terraform
3 3 (0.45%) Backup Exec
4 2 (0.30%) Kubeflow
5 1 (0.15%) Kibana
5 1 (0.15%) logstash
Vendors
1 90 (13.62%) Microsoft
2 39 (5.90%) Bloomberg
3 35 (5.30%) Alteryx
3 35 (5.30%) Google
3 35 (5.30%) Oracle
4 33 (4.99%) Databricks
5 32 (4.84%) Qualtrics
6 29 (4.39%) Adobe
7 15 (2.27%) Salesforce
8 10 (1.51%) F5
9 8 (1.21%) SAP
10 7 (1.06%) Pega
11 6 (0.91%) Apple
11 6 (0.91%) Coremetrics
11 6 (0.91%) Samsung
11 6 (0.91%) UiPath
12 5 (0.76%) MicroStrategy
13 4 (0.61%) SIMUL8
13 4 (0.61%) Splunk
14 3 (0.45%) Veeam