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

6 months to
9 May 2024
Same period 2023 Same period 2022
Rank 395 274 254
Rank change year-on-year -121 -20 +44
Permanent jobs citing R 658 1,313 2,516
As % of all permanent jobs advertised in the UK 0.66% 1.30% 1.60%
As % of the Programming Languages category 1.98% 2.99% 2.97%
Number of salaries quoted 447 576 855
10th Percentile £35,300 £40,186 £35,650
25th Percentile £45,500 £46,250 £45,000
Median annual salary (50th Percentile) £60,000 £63,750 £60,000
Median % change year-on-year -5.88% +6.25% +0.26%
75th Percentile £85,000 £90,000 £80,000
90th Percentile £122,500 £113,750 £90,000
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 33,162 43,852 84,744
As % of all permanent jobs advertised in the UK 33.46% 43.27% 54.01%
Number of salaries quoted 24,974 27,985 43,449
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 £106,275 £100,000
UK excluding London median annual salary £54,000 £55,000 £53,112
% change year-on-year -1.82% +3.55% +6.22%

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 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 9 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 -107 575 £60,000 -7.69% 366
UK excluding London -201 323 £51,528 +2.57% 199
London +32 307 £80,000 +3.23% 193
Work from Home -177 258 £65,000 +8.33% 94
South East -31 77 £48,500 -19.17% 46
North of England -186 67 £51,528 +3.06% 48
Midlands -19 57 £55,000 +12.82% 40
Scotland -63 49 £49,764 -0.94% 14
North West +30 41 £47,500 -28.30% 26
South West -64 39 £67,500 +35.00% 18
West Midlands +4 38 £55,000 +15.79% 28
Yorkshire -131 21 £51,528 +5.70% 16
East of England +18 20 £65,000 +85.71% 15
East Midlands -18 19 £45,000 -18.18% 12
Wales -2 7 £51,528 -1.74% 11
North East -28 5 £55,000 +23.14% 6
Northern Ireland +30 4 £33,750 - 7
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
1 107 (16.26%) SAS
2 37 (5.62%) Apache Spark
3 15 (2.28%) Apache
4 10 (1.52%) SharePoint
5 6 (0.91%) Apache Airflow
5 6 (0.91%) Jupyter
6 5 (0.76%) nginx
7 3 (0.46%) Confluence
7 3 (0.46%) Microsoft Exchange
8 1 (0.15%) ArcGIS
Applications
1 104 (15.81%) Microsoft Excel
2 23 (3.50%) Microsoft PowerPoint
2 23 (3.50%) MS Visio
3 20 (3.04%) SPSS
4 19 (2.89%) Microsoft Office
5 16 (2.43%) AutoCAD
6 8 (1.22%) 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 (0.46%) 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 (24.47%) Power Platform
2 143 (21.73%) Azure
3 130 (19.76%) AWS
4 82 (12.46%) GCP
5 39 (5.93%) Figma
6 32 (4.86%) SurveyMonkey
7 21 (3.19%) Microsoft 365
8 20 (3.04%) Amazon S3
9 19 (2.89%) Google Analytics
10 18 (2.74%) Amazon EC2
10 18 (2.74%) Azure Data Factory
11 16 (2.43%) Snowflake
12 14 (2.13%) Adobe Analytics
12 14 (2.13%) GitHub
13 13 (1.98%) Azure DevOps
14 12 (1.82%) SaaS
15 9 (1.37%) Azure Synapse Analytics
15 9 (1.37%) 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 (0.46%) DHCP
4 3 (0.46%) DNS
4 3 (0.46%) Wireless
5 1 (0.15%) TCP/IP
Database & Business Intelligence
1 160 (24.32%) Power BI
2 147 (22.34%) Tableau
3 74 (11.25%) Data Warehouse
4 55 (8.36%) Big Data
5 54 (8.21%) SQL Server
6 44 (6.69%) Data Mining
7 31 (4.71%) Amazon QuickSight
8 30 (4.56%) NoSQL
9 26 (3.95%) Data Lake
10 24 (3.65%) Hadoop
11 23 (3.50%) Amazon Redshift
12 22 (3.34%) MySQL
13 20 (3.04%) PostgreSQL
14 18 (2.74%) QlikView
15 17 (2.58%) Azure SQL Database
16 14 (2.13%) Snowflake Schema
17 13 (1.98%) DynamoDB
18 12 (1.82%) SQL Server Integration Services
19 11 (1.67%) Relational Database
19 11 (1.67%) Text Mining
Development Applications
1 27 (4.10%) Git
2 13 (1.98%) JIRA
3 8 (1.22%) RStudio
4 6 (0.91%) Jenkins
5 5 (0.76%) 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 (0.30%) Visual Studio Code
9 1 (0.15%) Cypress.io
9 1 (0.15%) NUnit
9 1 (0.15%) TeamCity
9 1 (0.15%) Visual Studio
General
1 235 (35.71%) Analytical Skills
2 229 (34.80%) Finance
3 223 (33.89%) Social Skills
4 118 (17.93%) Marketing
5 77 (11.70%) Inclusion and Diversity
6 68 (10.33%) Retail
7 56 (8.51%) Law
8 51 (7.75%) Banking
9 50 (7.60%) Presentation Skills
10 43 (6.53%) Front Office
11 32 (4.86%) Social Science
12 27 (4.10%) Pharmaceutical
13 14 (2.13%) Legal
14 13 (1.98%) Manufacturing
14 13 (1.98%) Organisational Skills
15 12 (1.82%) Military
16 11 (1.67%) Telecoms
17 10 (1.52%) Public Sector
18 9 (1.37%) Financial Institution
18 9 (1.37%) Retail Finance
Job Titles
1 180 (27.36%) Analyst
2 142 (21.58%) Senior
3 108 (16.41%) Data Scientist
4 72 (10.94%) Lead
5 70 (10.64%) Data Analyst
6 69 (10.49%) Developer
7 55 (8.36%) Senior Analyst
8 44 (6.69%) Python Developer
9 43 (6.53%) Quantitative Developer
10 40 (6.08%) Senior Data Scientist
11 31 (4.71%) Data Engineer
12 24 (3.65%) Finance Manager
12 24 (3.65%) Service Analyst
13 23 (3.50%) Architect
14 18 (2.74%) Analytics Manager
14 18 (2.74%) Consultant
14 18 (2.74%) Data Manager
15 17 (2.58%) Programmer
16 16 (2.43%) Senior Data Analyst
16 16 (2.43%) Service Desk Analyst
Libraries, Frameworks & Software Standards
1 22 (3.34%) HTML
2 16 (2.43%) OLE
3 14 (2.13%) PySpark
4 13 (1.98%) Django
4 13 (1.98%) React
5 12 (1.82%) CSS
6 11 (1.67%) .NET
7 10 (1.52%) GraphQL
7 10 (1.52%) JSON
8 7 (1.06%) Node.js
8 7 (1.06%) Pandas
8 7 (1.06%) TensorFlow
9 6 (0.91%) AWS CDK
9 6 (0.91%) gRPC
9 6 (0.91%) HTML5
9 6 (0.91%) Kafka
9 6 (0.91%) PyTorch
10 5 (0.76%) Knex.js
10 5 (0.76%) scikit-learn
10 5 (0.76%) Shiny
Miscellaneous
1 72 (10.94%) Algorithms
2 51 (7.75%) Onboarding
3 44 (6.69%) Fixed Income
4 43 (6.53%) Hedge funds
5 42 (6.38%) Derivative
6 39 (5.93%) Equities
7 35 (5.32%) Credit Risk
8 28 (4.26%) Management Information System
9 22 (3.34%) Market Risk
10 21 (3.19%) Self-Motivation
11 17 (2.58%) Data Structures
12 16 (2.43%) Smartphone
13 13 (1.98%) Public Cloud
14 12 (1.82%) Blog
15 10 (1.52%) Cloud Native
15 10 (1.52%) Mobile App
15 10 (1.52%) NHS
16 8 (1.22%) Product Ownership
17 7 (1.06%) Animation
18 6 (0.91%) Clustering
Operating Systems
1 27 (4.10%) Windows
2 20 (3.04%) Linux
3 7 (1.06%) 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 (0.30%) Windows Vista
Processes & Methodologies
1 256 (38.91%) Analytics
2 228 (34.65%) Data Science
3 206 (31.31%) Business Intelligence
4 161 (24.47%) Visualisation
5 156 (23.71%) Machine Learning
6 144 (21.88%) Data Analysis
7 141 (21.43%) Mathematics
8 139 (21.12%) Problem-Solving
9 138 (20.97%) Data Visualisation
10 135 (20.52%) Agile
11 125 (19.00%) Statistics
12 110 (16.72%) Decision-Making
13 109 (16.57%) Computer Science
14 104 (15.81%) Data Modelling
15 99 (15.05%) Artificial Intelligence
16 76 (11.55%) ETL
17 74 (11.25%) Actionable Insight
17 74 (11.25%) Data Analytics
18 71 (10.79%) Software Engineering
19 68 (10.33%) Statistical Analysis
Programming Languages
1 526 (79.94%) Python
2 312 (47.42%) SQL
3 33 (5.02%) JavaScript
3 33 (5.02%) MATLAB
4 32 (4.86%) C#
5 30 (4.56%) Java
6 29 (4.41%) VBA
7 24 (3.65%) C
8 18 (2.74%) T-SQL
9 15 (2.28%) C++
10 14 (2.13%) PowerShell
11 12 (1.82%) Scala
12 11 (1.67%) Data Analysis Expressions
13 9 (1.37%) Embedded C
14 7 (1.06%) TypeScript
14 7 (1.06%) VB.NET
15 5 (0.76%) JSX
16 2 (0.30%) Apex Code
16 2 (0.30%) F#
16 2 (0.30%) Julia
Qualifications
1 288 (43.77%) Degree
2 107 (16.26%) Master's Degree
3 90 (13.68%) PhD
4 39 (5.93%) Computer Science Degree
5 24 (3.65%) Security Cleared
6 15 (2.28%) Numerate Degree
7 10 (1.52%) 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 (8.97%) Data Quality
2 22 (3.34%) IFRS
2 22 (3.34%) IFRS 9
3 20 (3.04%) QA
4 16 (2.43%) Accessibility
5 15 (2.28%) CRD IV
6 6 (0.91%) GDPR
6 6 (0.91%) NIST
6 6 (0.91%) PMO
7 5 (0.76%) Actionable Recommendations
8 3 (0.46%) ISO 26262
8 3 (0.46%) JSP 440
8 3 (0.46%) MISRA
9 2 (0.30%) SNOMED CT
10 1 (0.15%) IEC 62304
System Software
1 19 (2.89%) Active Directory
1 19 (2.89%) Docker
2 3 (0.46%) Hyper-V
2 3 (0.46%) VMware Infrastructure
3 2 (0.30%) IAG
Systems Management
1 11 (1.67%) Kubernetes
2 7 (1.06%) Terraform
3 3 (0.46%) Backup Exec
4 2 (0.30%) Kubeflow
5 1 (0.15%) Kibana
5 1 (0.15%) logstash
Vendors
1 89 (13.53%) Microsoft
2 39 (5.93%) Bloomberg
3 35 (5.32%) Alteryx
3 35 (5.32%) Google
3 35 (5.32%) Oracle
4 33 (5.02%) Databricks
5 32 (4.86%) Qualtrics
6 29 (4.41%) Adobe
7 14 (2.13%) Salesforce
8 10 (1.52%) F5
9 8 (1.22%) 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 (0.46%) Veeam