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

6 months to
2 May 2024
Same period 2023 Same period 2022
Rank 385 272 255
Rank change year-on-year -113 -17 +43
Permanent jobs citing R 653 1,321 2,445
As % of all permanent jobs advertised in the UK 0.66% 1.27% 1.57%
As % of the Programming Languages category 1.96% 2.94% 2.91%
Number of salaries quoted 445 586 875
10th Percentile £35,800 £40,371 £35,650
25th Percentile £45,500 £46,549 £45,000
Median annual salary (50th Percentile) £60,000 £62,500 £60,000
Median % change year-on-year -4.00% +4.17% -
75th Percentile £85,000 £88,750 £80,000
90th Percentile £122,500 £112,500 £89,500
UK excluding London median annual salary £51,528 £50,238 £50,000
% change year-on-year +2.57% +0.48% -2.91%

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 33,234 44,926 84,113
As % of all permanent jobs advertised in the UK 33.73% 43.28% 53.87%
Number of salaries quoted 25,009 28,661 44,069
10th Percentile £35,000 £38,750 £37,066
25th Percentile £45,000 £49,750 £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 £86,250 £82,500
90th Percentile £100,000 £106,250 £100,000
UK excluding London median annual salary £54,000 £55,000 £54,000
% change year-on-year -1.82% +1.85% +8.00%

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 2 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 2 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 -109 572 £60,000 -7.69% 349
UK excluding London -211 319 £51,528 +2.57% 193
London +41 305 £80,000 +6.67% 182
Work from Home -173 257 £65,000 +8.33% 80
South East -12 77 £49,250 -17.92% 47
North of England -194 68 £51,528 -1.74% 47
Midlands -5 55 £55,000 +10.00% 36
Scotland -55 48 £48,000 -4.45% 14
North West +22 42 £47,500 -28.30% 30
South West -66 39 £67,500 +35.00% 16
West Midlands +14 36 £55,000 +15.79% 25
Yorkshire -132 21 £51,528 +3.06% 11
East of England +12 19 £57,500 +64.29% 17
East Midlands -17 19 £45,000 -18.18% 11
Wales +7 7 £51,528 -1.74% 13
North East -31 5 £55,000 +23.14% 6
Northern Ireland +38 4 £33,750 - 5
Channel Islands - 2 - - 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 (16.54%) SAS
2 39 (5.97%) Apache Spark
3 16 (2.45%) Apache
4 10 (1.53%) SharePoint
5 6 (0.92%) Apache Airflow
5 6 (0.92%) Jupyter
6 5 (0.77%) nginx
7 3 (0.46%) Confluence
7 3 (0.46%) Microsoft Exchange
8 1 (0.15%) ArcGIS
Applications
1 101 (15.47%) Microsoft Excel
2 23 (3.52%) Microsoft PowerPoint
2 23 (3.52%) MS Visio
3 20 (3.06%) SPSS
4 19 (2.91%) Microsoft Office
5 16 (2.45%) AutoCAD
6 8 (1.23%) EViews
7 7 (1.07%) Adobe Creative Suite
7 7 (1.07%) Stata
8 6 (0.92%) 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 (0.31%) Primavera
3 1 (0.15%) Exchequer
3 1 (0.15%) Sparx Enterprise Architect
Cloud Services
1 164 (25.11%) Power Platform
2 144 (22.05%) Azure
3 132 (20.21%) AWS
4 86 (13.17%) GCP
5 39 (5.97%) Figma
6 32 (4.90%) SurveyMonkey
7 21 (3.22%) Microsoft 365
8 19 (2.91%) Google Analytics
9 18 (2.76%) Azure Data Factory
10 17 (2.60%) Amazon S3
11 16 (2.45%) Amazon EC2
11 16 (2.45%) Snowflake
12 14 (2.14%) Adobe Analytics
12 14 (2.14%) GitHub
13 13 (1.99%) Azure DevOps
14 12 (1.84%) SaaS
15 9 (1.38%) Azure Synapse Analytics
15 9 (1.38%) PowerApps
16 8 (1.23%) Serverless
17 6 (0.92%) GitHub Actions
Communications & Networking
1 6 (0.92%) Internet
2 5 (0.77%) MQTT
2 5 (0.77%) Network Security
2 5 (0.77%) Reverse Proxy
2 5 (0.77%) 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
1 163 (24.96%) Power BI
2 146 (22.36%) Tableau
3 69 (10.57%) Data Warehouse
4 55 (8.42%) SQL Server
5 54 (8.27%) Big Data
6 44 (6.74%) Data Mining
7 28 (4.29%) Amazon QuickSight
7 28 (4.29%) NoSQL
8 26 (3.98%) Data Lake
9 25 (3.83%) Hadoop
10 22 (3.37%) MySQL
11 20 (3.06%) Amazon Redshift
12 19 (2.91%) QlikView
13 17 (2.60%) Azure SQL Database
13 17 (2.60%) PostgreSQL
14 14 (2.14%) Snowflake Schema
15 12 (1.84%) BigQuery
15 12 (1.84%) Relational Database
15 12 (1.84%) SQL Server Integration Services
16 11 (1.68%) DynamoDB
Development Applications
1 28 (4.29%) Git
2 13 (1.99%) JIRA
3 8 (1.23%) RStudio
4 6 (0.92%) Jenkins
5 5 (0.77%) MLflow
6 4 (0.61%) Subversion
7 3 (0.46%) ER Studio
7 3 (0.46%) ERwin
7 3 (0.46%) Team Foundation Server
8 2 (0.31%) Visual Studio Code
9 1 (0.15%) NUnit
9 1 (0.15%) TeamCity
9 1 (0.15%) Visual Studio
General
1 232 (35.53%) Analytical Skills
2 231 (35.38%) Finance
3 223 (34.15%) Social Skills
4 119 (18.22%) Marketing
5 77 (11.79%) Inclusion and Diversity
6 68 (10.41%) Retail
7 55 (8.42%) Law
8 52 (7.96%) Banking
9 51 (7.81%) Presentation Skills
10 43 (6.58%) Front Office
11 32 (4.90%) Social Science
12 28 (4.29%) Pharmaceutical
13 14 (2.14%) Legal
14 13 (1.99%) Organisational Skills
15 12 (1.84%) Manufacturing
15 12 (1.84%) Military
15 12 (1.84%) Public Sector
16 11 (1.68%) Telecoms
17 9 (1.38%) Automotive
17 9 (1.38%) Financial Institution
Job Titles
1 175 (26.80%) Analyst
2 140 (21.44%) Senior
3 107 (16.39%) Data Scientist
4 73 (11.18%) Lead
5 67 (10.26%) Data Analyst
5 67 (10.26%) Developer
6 53 (8.12%) Senior Analyst
7 43 (6.58%) Quantitative Developer
8 42 (6.43%) Python Developer
9 39 (5.97%) Senior Data Scientist
10 32 (4.90%) Data Engineer
11 24 (3.68%) Finance Manager
11 24 (3.68%) Service Analyst
12 23 (3.52%) Architect
13 19 (2.91%) Consultant
14 18 (2.76%) Analytics Manager
14 18 (2.76%) Data Manager
14 18 (2.76%) Programmer
15 16 (2.45%) Service Desk Analyst
15 16 (2.45%) Systems Programmer
Libraries, Frameworks & Software Standards
1 19 (2.91%) HTML
2 16 (2.45%) OLE
3 14 (2.14%) PySpark
4 11 (1.68%) .NET
5 10 (1.53%) Django
5 10 (1.53%) JSON
6 9 (1.38%) CSS
6 9 (1.38%) GraphQL
6 9 (1.38%) React
7 8 (1.23%) Pandas
8 7 (1.07%) Kafka
8 7 (1.07%) Node.js
8 7 (1.07%) PyTorch
8 7 (1.07%) TensorFlow
9 6 (0.92%) AWS CDK
9 6 (0.92%) gRPC
9 6 (0.92%) HTML5
9 6 (0.92%) scikit-learn
10 5 (0.77%) jQuery
10 5 (0.77%) RESTful
Miscellaneous
1 74 (11.33%) Algorithms
2 46 (7.04%) Onboarding
3 44 (6.74%) Fixed Income
4 43 (6.58%) Hedge funds
5 42 (6.43%) Derivative
6 39 (5.97%) Equities
7 35 (5.36%) Credit Risk
8 27 (4.13%) Management Information System
9 22 (3.37%) Market Risk
10 21 (3.22%) Self-Motivation
11 17 (2.60%) Data Structures
12 16 (2.45%) Smartphone
13 12 (1.84%) Public Cloud
14 11 (1.68%) Blog
15 10 (1.53%) Cloud Native
15 10 (1.53%) Mobile App
16 8 (1.23%) Product Ownership
17 7 (1.07%) Animation
17 7 (1.07%) NHS
18 6 (0.92%) Clustering
Operating Systems
1 27 (4.13%) Windows
2 20 (3.06%) Linux
3 7 (1.07%) 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 (0.31%) Windows Vista
Processes & Methodologies
1 254 (38.90%) Analytics
2 230 (35.22%) Data Science
3 205 (31.39%) Business Intelligence
4 160 (24.50%) Machine Learning
5 157 (24.04%) Visualisation
6 143 (21.90%) Data Analysis
7 138 (21.13%) Problem-Solving
8 137 (20.98%) Agile
8 137 (20.98%) Data Visualisation
9 136 (20.83%) Mathematics
10 121 (18.53%) Statistics
11 111 (17.00%) Decision-Making
12 105 (16.08%) Computer Science
13 102 (15.62%) Data Modelling
14 100 (15.31%) Artificial Intelligence
15 75 (11.49%) ETL
16 72 (11.03%) Actionable Insight
16 72 (11.03%) Data Analytics
17 71 (10.87%) Software Engineering
18 68 (10.41%) Statistical Analysis
Programming Languages
1 519 (79.48%) Python
2 307 (47.01%) SQL
3 32 (4.90%) C#
3 32 (4.90%) Java
4 31 (4.75%) MATLAB
5 28 (4.29%) JavaScript
6 26 (3.98%) VBA
7 24 (3.68%) C
8 18 (2.76%) T-SQL
9 14 (2.14%) C++
9 14 (2.14%) PowerShell
10 13 (1.99%) Scala
11 12 (1.84%) Data Analysis Expressions
12 9 (1.38%) Embedded C
13 7 (1.07%) VB.NET
14 6 (0.92%) TypeScript
15 5 (0.77%) JSX
16 2 (0.31%) Apex Code
16 2 (0.31%) F#
16 2 (0.31%) Julia
Qualifications
1 283 (43.34%) Degree
2 106 (16.23%) Master's Degree
3 89 (13.63%) PhD
4 38 (5.82%) Computer Science Degree
5 24 (3.68%) Security Cleared
6 13 (1.99%) Numerate Degree
7 10 (1.53%) BPSS Clearance
8 8 (1.23%) Microsoft Certification
9 7 (1.07%) SC Cleared
10 6 (0.92%) Azure Certification
10 6 (0.92%) IIBA
10 6 (0.92%) SANS
11 5 (0.77%) CISA
11 5 (0.77%) CISM
11 5 (0.77%) CISSP
11 5 (0.77%) CRISC
11 5 (0.77%) DV Cleared
12 2 (0.31%) CIMA
12 2 (0.31%) DBS Check
13 1 (0.15%) MCP
Quality Assurance & Compliance
1 58 (8.88%) Data Quality
2 22 (3.37%) IFRS
2 22 (3.37%) IFRS 9
3 20 (3.06%) QA
4 15 (2.30%) Accessibility
4 15 (2.30%) CRD IV
5 8 (1.23%) PMO
6 6 (0.92%) Actionable Recommendations
6 6 (0.92%) GDPR
6 6 (0.92%) NIST
7 3 (0.46%) ISO 26262
7 3 (0.46%) JSP 440
7 3 (0.46%) MISRA
8 2 (0.31%) SNOMED CT
9 1 (0.15%) CDISC
9 1 (0.15%) Good Clinical Practice
9 1 (0.15%) IEC 62304
System Software
1 19 (2.91%) Active Directory
2 16 (2.45%) Docker
3 3 (0.46%) Hyper-V
3 3 (0.46%) VMware Infrastructure
4 2 (0.31%) IAG
Systems Management
1 11 (1.68%) Kubernetes
2 7 (1.07%) Terraform
3 3 (0.46%) Backup Exec
4 2 (0.31%) Kubeflow
5 1 (0.15%) Kibana
5 1 (0.15%) logstash
Vendors
1 91 (13.94%) Microsoft
2 39 (5.97%) Bloomberg
3 36 (5.51%) Alteryx
3 36 (5.51%) Google
4 35 (5.36%) Databricks
5 33 (5.05%) Oracle
6 32 (4.90%) Qualtrics
7 29 (4.44%) Adobe
8 14 (2.14%) Salesforce
9 10 (1.53%) F5
10 8 (1.23%) SAP
11 7 (1.07%) Pega
12 6 (0.92%) Apple
12 6 (0.92%) Coremetrics
12 6 (0.92%) Samsung
12 6 (0.92%) UiPath
13 5 (0.77%) MicroStrategy
13 5 (0.77%) Splunk
14 4 (0.61%) SIMUL8
15 3 (0.46%) VMware