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

6 months to
27 Apr 2024
Same period 2023 Same period 2022
Rank 391 284 263
Rank change year-on-year -107 -21 +29
Permanent jobs citing R 647 1,320 2,387
As % of all permanent jobs advertised in the UK 0.66% 1.26% 1.55%
As % of the Programming Languages category 1.95% 2.90% 2.89%
Number of salaries quoted 441 583 880
10th Percentile £35,500 £40,371 £36,250
25th Percentile £45,500 £47,447 £45,000
Median annual salary (50th Percentile) £60,000 £65,000 £60,000
Median % change year-on-year -7.69% +8.33% -
75th Percentile £85,000 £88,750 £80,000
90th Percentile £122,500 £112,500 £88,750
UK excluding London median annual salary £51,528 £50,238 £50,119
% change year-on-year +2.57% +0.24% -4.54%

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 33,106 45,516 82,656
As % of all permanent jobs advertised in the UK 33.77% 43.49% 53.63%
Number of salaries quoted 24,929 28,962 44,133
10th Percentile £35,000 £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 £106,250 £100,000
UK excluding London median annual salary £53,635 £55,000 £53,500
% change year-on-year -2.48% +2.80% +7.00%

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 27 April 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 27 April 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 -107 567 £62,500 -3.85% 213
UK excluding London -195 313 £51,528 +2.57% 101
London +40 304 £80,000 +6.67% 118
Work from Home -173 255 £65,000 +8.33% 73
South East -2 77 £50,000 -16.67% 33
North of England -190 67 £51,528 -6.11% 28
Midlands -5 54 £50,750 -3.33% 15
Scotland -62 47 £48,000 -2.77% 6
North West +28 40 £47,500 -29.63% 20
South West -43 37 £67,500 +35.00% 7
West Midlands +16 35 £55,000 +12.82% 12
Yorkshire -129 22 £51,528 +3.06% 5
East Midlands -17 19 £45,000 -18.18% 3
East of England +9 18 £68,750 +96.43% 8
Wales +7 7 £51,528 -1.74% 6
North East -26 5 £55,000 +23.14% 3
Northern Ireland +34 4 £33,750 - 2
Channel Islands - 2 - -

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 (16.69%) SAS
2 40 (6.18%) Apache Spark
3 16 (2.47%) Apache
4 10 (1.55%) SharePoint
5 6 (0.93%) Apache Airflow
5 6 (0.93%) Jupyter
6 5 (0.77%) nginx
7 3 (0.46%) Confluence
7 3 (0.46%) Microsoft Exchange
8 1 (0.15%) ArcGIS
Applications
1 100 (15.46%) Microsoft Excel
2 23 (3.55%) Microsoft PowerPoint
2 23 (3.55%) MS Visio
3 20 (3.09%) SPSS
4 19 (2.94%) Microsoft Office
5 16 (2.47%) AutoCAD
6 8 (1.24%) EViews
7 7 (1.08%) Adobe Creative Suite
7 7 (1.08%) Stata
8 6 (0.93%) Trello
9 4 (0.62%) InfoPath
9 4 (0.62%) Simulink
10 1 (0.15%) Spreadsheet
Business Applications
1 4 (0.62%) SAP IBP
2 2 (0.31%) Primavera
3 1 (0.15%) Exchequer
3 1 (0.15%) Sparx Enterprise Architect
Cloud Services
1 163 (25.19%) Power Platform
2 142 (21.95%) Azure
3 130 (20.09%) AWS
4 84 (12.98%) GCP
5 39 (6.03%) Figma
6 32 (4.95%) SurveyMonkey
7 21 (3.25%) Microsoft 365
8 19 (2.94%) Google Analytics
9 18 (2.78%) Azure Data Factory
10 17 (2.63%) Amazon S3
11 16 (2.47%) Amazon EC2
11 16 (2.47%) Snowflake
12 14 (2.16%) Adobe Analytics
13 13 (2.01%) GitHub
14 11 (1.70%) Azure DevOps
14 11 (1.70%) SaaS
15 9 (1.39%) Azure Synapse Analytics
15 9 (1.39%) PowerApps
15 9 (1.39%) Serverless
16 6 (0.93%) AWS CloudFormation
Communications & Networking
1 6 (0.93%) Internet
2 5 (0.77%) MQTT
2 5 (0.77%) Reverse Proxy
2 5 (0.77%) VPN
3 4 (0.62%) Broadband
3 4 (0.62%) FTP
3 4 (0.62%) HTTP
3 4 (0.62%) Network Security
3 4 (0.62%) RS-232
3 4 (0.62%) SMS
3 4 (0.62%) VoIP
3 4 (0.62%) Wireshark
3 4 (0.62%) WPA
4 3 (0.46%) Wireless
5 1 (0.15%) DHCP
5 1 (0.15%) DNS
5 1 (0.15%) TCP/IP
Database & Business Intelligence
1 162 (25.04%) Power BI
2 145 (22.41%) Tableau
3 68 (10.51%) Data Warehouse
4 54 (8.35%) Big Data
4 54 (8.35%) SQL Server
5 45 (6.96%) Data Mining
6 29 (4.48%) Amazon QuickSight
6 29 (4.48%) NoSQL
7 25 (3.86%) Data Lake
7 25 (3.86%) Hadoop
8 22 (3.40%) MySQL
9 19 (2.94%) Amazon Redshift
9 19 (2.94%) QlikView
10 17 (2.63%) Azure SQL Database
10 17 (2.63%) PostgreSQL
11 14 (2.16%) Snowflake Schema
12 13 (2.01%) Relational Database
13 12 (1.85%) Power Query
13 12 (1.85%) SQL Server Integration Services
14 11 (1.70%) Text Mining
Development Applications
1 29 (4.48%) Git
2 13 (2.01%) JIRA
3 8 (1.24%) RStudio
4 6 (0.93%) Jenkins
5 5 (0.77%) MLflow
6 4 (0.62%) 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
1 229 (35.39%) Finance
2 228 (35.24%) Analytical Skills
3 219 (33.85%) Social Skills
4 114 (17.62%) Marketing
5 73 (11.28%) Inclusion and Diversity
6 68 (10.51%) Retail
7 53 (8.19%) Banking
7 53 (8.19%) Law
8 51 (7.88%) Presentation Skills
9 43 (6.65%) Front Office
10 32 (4.95%) Social Science
11 29 (4.48%) Pharmaceutical
12 14 (2.16%) Legal
13 13 (2.01%) Organisational Skills
14 12 (1.85%) Manufacturing
14 12 (1.85%) Public Sector
15 11 (1.70%) Telecoms
16 10 (1.55%) Automotive
16 10 (1.55%) Military
17 9 (1.39%) Financial Institution
Job Titles
1 170 (26.28%) Analyst
2 141 (21.79%) Senior
3 106 (16.38%) Data Scientist
4 71 (10.97%) Lead
5 68 (10.51%) Developer
6 67 (10.36%) Data Analyst
7 52 (8.04%) Senior Analyst
8 44 (6.80%) Quantitative Developer
9 42 (6.49%) Python Developer
10 39 (6.03%) Senior Data Scientist
11 31 (4.79%) Data Engineer
12 24 (3.71%) Finance Manager
12 24 (3.71%) Service Analyst
13 22 (3.40%) Architect
14 20 (3.09%) Consultant
15 18 (2.78%) Analytics Manager
15 18 (2.78%) Data Manager
15 18 (2.78%) Programmer
16 16 (2.47%) Service Desk Analyst
16 16 (2.47%) Systems Programmer
Libraries, Frameworks & Software Standards
1 19 (2.94%) HTML
2 16 (2.47%) OLE
3 14 (2.16%) PySpark
4 11 (1.70%) .NET
5 10 (1.55%) Django
5 10 (1.55%) JSON
6 9 (1.39%) CSS
6 9 (1.39%) GraphQL
6 9 (1.39%) React
7 8 (1.24%) Kafka
7 8 (1.24%) Pandas
8 7 (1.08%) Node.js
8 7 (1.08%) PyTorch
8 7 (1.08%) TensorFlow
9 6 (0.93%) AWS CDK
9 6 (0.93%) gRPC
9 6 (0.93%) HTML5
9 6 (0.93%) scikit-learn
10 5 (0.77%) jQuery
10 5 (0.77%) RESTful
Miscellaneous
1 73 (11.28%) Algorithms
2 47 (7.26%) Onboarding
3 44 (6.80%) Fixed Income
3 44 (6.80%) Hedge funds
4 43 (6.65%) Derivative
5 39 (6.03%) Equities
6 35 (5.41%) Credit Risk
7 26 (4.02%) Management Information System
8 22 (3.40%) Market Risk
9 21 (3.25%) Self-Motivation
10 17 (2.63%) Data Structures
11 16 (2.47%) Smartphone
12 11 (1.70%) Blog
13 10 (1.55%) Mobile App
13 10 (1.55%) Public Cloud
14 9 (1.39%) Cloud Native
15 8 (1.24%) Product Ownership
16 7 (1.08%) Animation
16 7 (1.08%) NHS
17 6 (0.93%) Clustering
Operating Systems
1 25 (3.86%) Windows
2 18 (2.78%) Linux
3 7 (1.08%) Unix
4 4 (0.62%) FreeRTOS
5 3 (0.46%) Android
5 3 (0.46%) Apple iOS
6 2 (0.31%) Windows Vista
7 1 (0.15%) Windows Server
Processes & Methodologies
1 254 (39.26%) Analytics
2 229 (35.39%) Data Science
3 205 (31.68%) Business Intelligence
4 157 (24.27%) Machine Learning
4 157 (24.27%) Visualisation
5 140 (21.64%) Data Analysis
6 139 (21.48%) Agile
7 137 (21.17%) Data Visualisation
8 132 (20.40%) Mathematics
9 131 (20.25%) Problem-Solving
10 119 (18.39%) Statistics
11 108 (16.69%) Decision-Making
12 102 (15.77%) Computer Science
12 102 (15.77%) Data Modelling
13 97 (14.99%) Artificial Intelligence
14 74 (11.44%) ETL
15 71 (10.97%) Actionable Insight
15 71 (10.97%) Software Engineering
16 70 (10.82%) Data Analytics
17 67 (10.36%) Statistical Analysis
Programming Languages
1 513 (79.29%) Python
2 305 (47.14%) SQL
3 32 (4.95%) MATLAB
4 31 (4.79%) C#
5 28 (4.33%) JavaScript
6 27 (4.17%) Java
7 26 (4.02%) VBA
8 23 (3.55%) C
9 18 (2.78%) T-SQL
10 14 (2.16%) C++
10 14 (2.16%) PowerShell
11 13 (2.01%) Data Analysis Expressions
12 12 (1.85%) Scala
13 9 (1.39%) Embedded C
14 7 (1.08%) VB.NET
15 6 (0.93%) TypeScript
16 5 (0.77%) JSX
17 2 (0.31%) Apex Code
17 2 (0.31%) F#
17 2 (0.31%) Julia
Qualifications
1 276 (42.66%) Degree
2 105 (16.23%) Master's Degree
3 88 (13.60%) PhD
4 36 (5.56%) Computer Science Degree
5 22 (3.40%) Security Cleared
6 12 (1.85%) Numerate Degree
7 10 (1.55%) BPSS Clearance
8 8 (1.24%) Microsoft Certification
9 7 (1.08%) SC Cleared
10 6 (0.93%) Azure Certification
10 6 (0.93%) IIBA
11 4 (0.62%) CISA
11 4 (0.62%) CISM
11 4 (0.62%) CISSP
11 4 (0.62%) CRISC
11 4 (0.62%) SANS
12 3 (0.46%) DV Cleared
13 2 (0.31%) CIMA
13 2 (0.31%) DBS Check
14 1 (0.15%) MCP
Quality Assurance & Compliance
1 58 (8.96%) Data Quality
2 22 (3.40%) IFRS
2 22 (3.40%) IFRS 9
3 20 (3.09%) QA
4 15 (2.32%) Accessibility
4 15 (2.32%) CRD IV
5 9 (1.39%) PMO
6 6 (0.93%) Actionable Recommendations
6 6 (0.93%) GDPR
7 4 (0.62%) ISO 26262
7 4 (0.62%) NIST
8 3 (0.46%) MISRA
9 2 (0.31%) SNOMED CT
10 1 (0.15%) Automotive SPICE
10 1 (0.15%) AUTOSAR
10 1 (0.15%) CDISC
10 1 (0.15%) Good Clinical Practice
10 1 (0.15%) IEC 62304
10 1 (0.15%) JSP 440
System Software
1 17 (2.63%) Active Directory
2 16 (2.47%) Docker
3 2 (0.31%) IAG
4 1 (0.15%) Hyper-V
4 1 (0.15%) VMware Infrastructure
Systems Management
1 11 (1.70%) Kubernetes
2 6 (0.93%) Terraform
3 2 (0.31%) Kubeflow
4 1 (0.15%) Backup Exec
4 1 (0.15%) Functional Safety
4 1 (0.15%) Kibana
4 1 (0.15%) logstash
Vendors
1 90 (13.91%) Microsoft
2 39 (6.03%) Bloomberg
3 36 (5.56%) Alteryx
3 36 (5.56%) Google
4 35 (5.41%) Databricks
5 33 (5.10%) Oracle
6 32 (4.95%) Qualtrics
7 29 (4.48%) Adobe
8 14 (2.16%) Salesforce
9 10 (1.55%) F5
10 8 (1.24%) SAP
11 7 (1.08%) Pega
12 6 (0.93%) Apple
12 6 (0.93%) Coremetrics
12 6 (0.93%) Samsung
12 6 (0.93%) UiPath
13 5 (0.77%) MicroStrategy
13 5 (0.77%) Splunk
14 4 (0.62%) SIMUL8
15 3 (0.46%) Informatica