R Contracts

R
UK

The table below provides summary statistics for contract job vacancies requiring R skills. It includes a benchmarking guide to the contractor rates offered in vacancies that cited R over the 6 months leading up to 1 May 2025, comparing them to the same period in the previous two years.

6 months to
1 May 2025
Same period 2024 Same period 2023
Rank 356 384 420
Rank change year-on-year +28 +36 -43
Contract jobs citing R 170 200 314
As % of all contract jobs advertised in the UK 0.58% 0.46% 0.53%
As % of the Programming Languages category 1.71% 1.56% 1.50%
Number of daily rates quoted 117 136 192
10th Percentile £355 £339 £350
25th Percentile £406 £400 £434
Median daily rate (50th Percentile) £540 £550 £550
Median % change year-on-year -1.82% - +4.76%
75th Percentile £675 £638 £650
90th Percentile £774 £763 £786
UK excluding London median daily rate £475 £412 £475
% change year-on-year +15.29% -13.26% -
Number of hourly rates quoted 6 11 23
10th Percentile £21.88 £25.36 £20.47
25th Percentile £22.63 £25.87 £22.16
Median hourly rate £25.16 £42.50 £70.00
Median % change year-on-year -40.80% -39.29% +86.67%
75th Percentile £46.89 £53.58 £75.00
90th Percentile £56.25 £77.50 -
UK excluding London median hourly rate £23.00 £25.36 £57.50
% change year-on-year -9.31% -55.90% +188.80%

All Programming Languages
UK

R falls under the Programming Languages category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring coding skills.

Contract vacancies with a requirement for coding skills 9,965 12,846 20,898
As % of all contract IT jobs advertised in the UK 34.04% 29.49% 35.02%
Number of daily rates quoted 6,755 9,122 15,089
10th Percentile £360 £350 £400
25th Percentile £419 £425 £463
Median daily rate (50th Percentile) £525 £525 £550
Median % change year-on-year - -4.55% -
75th Percentile £638 £650 £675
90th Percentile £768 £762 £777
UK excluding London median daily rate £475 £490 £500
% change year-on-year -3.06% -2.00% +3.09%
Number of hourly rates quoted 245 487 471
10th Percentile £22.49 £31.70 £26.25
25th Percentile £33.91 £46.25 £50.00
Median hourly rate £62.50 £60.50 £60.70
Median % change year-on-year +3.31% -0.33% +21.40%
75th Percentile £68.00 £70.00 £70.00
90th Percentile £85.00 £78.75 £77.00
UK excluding London median hourly rate £64.00 £62.50 £62.50
% change year-on-year +2.40% - +26.21%

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
Contractor Daily Rate Trend

3-month moving average daily rate quoted in jobs citing R.

Daily rate trend for R in the UK

R
Daily Rate Histogram

Daily rate distribution for jobs citing R over the 6 months to 1 May 2025.

Daily rate histogram for R in the UK

R
Contractor Hourly Rate Trend

3-month moving average hourly rates quoted in jobs citing R.

Hourly rate trend for R in the UK

R
Hourly Rate Histogram

Hourly rate distribution of jobs citing R over the 6 months to 1 May 2025.

Hourly rate histogram for R in the UK

R
Top 16 Contract Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing R within the UK over the 6 months to 1 May 2025. 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
England +42 148 £550 - 1,134
London +15 80 £550 -5.17% 668
UK excluding London +82 67 £475 +15.29% 580
Work from Home -10 47 £483 -16.67% 620
East of England +40 18 £650 +67.74% 66
Midlands +22 13 £439 -20.14% 110
West Midlands +16 11 £432 -21.55% 56
South West +51 10 £670 +27.62% 45
Scotland +21 9 £509 +130.22% 39
South East +44 8 £368 +5.00% 176
North of England +19 6 £455 -11.22% 149
North West +17 5 £455 -11.22% 83
East Midlands +8 2 £447 +21.63% 47
Wales -2 2 £445 +12.37% 10
Northern Ireland - 1 £350 - 8
Yorkshire - 1 £350 - 50

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 34 (20.00%) Apache Spark
2 12 (7.06%) SAS
3 8 (4.71%) Jupyter
4 6 (3.53%) Confluence
5 5 (2.94%) Apache Airflow
6 3 (1.76%) R Markdown
6 3 (1.76%) SharePoint
7 2 (1.18%) Apache
8 1 (0.59%) Luigi
8 1 (0.59%) Oracle Workflow
Applications
1 16 (9.41%) Microsoft Excel
2 5 (2.94%) Microsoft PowerPoint
3 2 (1.18%) Microsoft Office
4 1 (0.59%) EViews
4 1 (0.59%) SPSS
4 1 (0.59%) Stata
Business Applications
1 4 (2.35%) SAP S/4HANA
2 2 (1.18%) NetSuite
3 1 (0.59%) SAP BPC
Cloud Services
1 51 (30.00%) Azure
2 43 (25.29%) AWS
3 41 (24.12%) Power Platform
4 17 (10.00%) GCP
5 12 (7.06%) GitHub
6 8 (4.71%) Snowflake
7 7 (4.12%) Adobe Analytics
7 7 (4.12%) Serverless
8 6 (3.53%) AWS Lambda
8 6 (3.53%) Azure Machine Learning
9 5 (2.94%) Amazon S3
9 5 (2.94%) Azure Synapse Analytics
9 5 (2.94%) Cloud Functions
10 4 (2.35%) AWS CloudFormation
10 4 (2.35%) dbt
10 4 (2.35%) GitHub Actions
11 3 (1.76%) Amazon EC2
11 3 (1.76%) Amazon SageMaker
11 3 (1.76%) Azure DevOps
11 3 (1.76%) Matillion
Communications & Networking
1 1 (0.59%) Intranet
1 1 (0.59%) Wireless
Database & Business Intelligence
1 54 (31.76%) Tableau
2 41 (24.12%) Power BI
3 35 (20.59%) Big Data
4 27 (15.88%) Hadoop
5 19 (11.18%) Data Warehouse
6 15 (8.82%) Relational Database
7 11 (6.47%) SQL Server
8 10 (5.88%) Data Mining
9 9 (5.29%) Data Lake
10 8 (4.71%) NoSQL
11 5 (2.94%) Amazon Redshift
12 4 (2.35%) Amazon RDS
12 4 (2.35%) Looker
12 4 (2.35%) MongoDB
12 4 (2.35%) PostgreSQL
12 4 (2.35%) RDBMS
13 3 (1.76%) Amazon QuickSight
13 3 (1.76%) Cloud Spanner
13 3 (1.76%) MySQL
13 3 (1.76%) SQL Server Reporting Services
Development Applications
1 10 (5.88%) Git
2 8 (4.71%) JIRA
3 4 (2.35%) Bitbucket
3 4 (2.35%) Jenkins
4 3 (1.76%) ERwin
4 3 (1.76%) Sonatype Nexus
5 2 (1.18%) GitLab
5 2 (1.18%) MagicDraw
5 2 (1.18%) SQL Server Management Studio (SSMS)
6 1 (0.59%) Eclipse
6 1 (0.59%) ER Studio
6 1 (0.59%) MLflow
6 1 (0.59%) Rational DOORS
6 1 (0.59%) Visual Studio
6 1 (0.59%) Visual Studio Code
General
1 59 (34.71%) Social Skills
2 58 (34.12%) Analytical Skills
3 43 (25.29%) Finance
4 25 (14.71%) Public Sector
5 23 (13.53%) Banking
6 20 (11.76%) Marketing
7 7 (4.12%) Investment Banking
7 7 (4.12%) Pharmaceutical
8 5 (2.94%) Inclusion and Diversity
8 5 (2.94%) Influencing Skills
9 4 (2.35%) Legal
9 4 (2.35%) Presentation Skills
10 3 (1.76%) Corporate Banking
11 2 (1.18%) Documentation Skills
11 2 (1.18%) Military
11 2 (1.18%) Police
12 1 (0.59%) Aviation
12 1 (0.59%) Games
12 1 (0.59%) Organisational Skills
12 1 (0.59%) Social Science
Job Titles
1 38 (22.35%) Analyst
2 36 (21.18%) Developer
3 32 (18.82%) Data Scientist
4 31 (18.24%) Senior
5 23 (13.53%) Data Analyst
6 22 (12.94%) Lead
7 16 (9.41%) Data Engineer
8 15 (8.82%) Senior Data Scientist
8 15 (8.82%) Senior Developer
9 14 (8.24%) Data Science Developer
10 10 (5.88%) Analytics Manager
10 10 (5.88%) Data Manager
11 9 (5.29%) Data Analytics Manager
11 9 (5.29%) Python Developer
12 7 (4.12%) Insight Manager
12 7 (4.12%) Strategy Manager
13 5 (2.94%) Architect
13 5 (2.94%) Lead Data Engineer
13 5 (2.94%) Lead Data Scientist
14 4 (2.35%) Business Analyst
Libraries, Frameworks & Software Standards
1 27 (15.88%) TensorFlow
2 25 (14.71%) Pandas
2 25 (14.71%) PyTorch
2 25 (14.71%) scikit-learn
3 17 (10.00%) NumPy
4 16 (9.41%) Matplotlib
4 16 (9.41%) Seaborn
5 9 (5.29%) Shiny
6 4 (2.35%) Jinja
6 4 (2.35%) Kafka
6 4 (2.35%) pytest
7 3 (1.76%) .NET
7 3 (1.76%) Spring Boot
8 2 (1.18%) Django
8 2 (1.18%) MACH
9 1 (0.59%) ADO
9 1 (0.59%) D3.js
9 1 (0.59%) Middleware
9 1 (0.59%) OLE
9 1 (0.59%) Plotly
Miscellaneous
1 31 (18.24%) Algorithms
2 8 (4.71%) Enterprise Software
2 8 (4.71%) Multi-touch
3 7 (4.12%) Data Structures
4 5 (2.94%) CRISPR
4 5 (2.94%) Product Ownership
5 3 (1.76%) Cloud Native
6 2 (1.18%) Data Fabric
6 2 (1.18%) Data Protection Act
6 2 (1.18%) IoT
6 2 (1.18%) Management Information System
7 1 (0.59%) AS400
7 1 (0.59%) Cyberattack
7 1 (0.59%) Embedded Systems
7 1 (0.59%) FMCG
7 1 (0.59%) Foreign Exchange (FX)
7 1 (0.59%) Life Science
7 1 (0.59%) NHS
7 1 (0.59%) Reinsurance
7 1 (0.59%) SCADA
Operating Systems
1 6 (3.53%) Linux
1 6 (3.53%) Windows
Processes & Methodologies
1 78 (45.88%) Analytics
2 72 (42.35%) Visualisation
3 70 (41.18%) Data Analysis
3 70 (41.18%) Data Science
4 64 (37.65%) Machine Learning
5 55 (32.35%) Decision-Making
6 48 (28.24%) Business Intelligence
7 44 (25.88%) Data Modelling
8 43 (25.29%) Statistical Modelling
9 40 (23.53%) Artificial Intelligence
10 37 (21.76%) Problem-Solving
11 36 (21.18%) Data Visualisation
12 32 (18.82%) Data Pipeline
13 31 (18.24%) Actionable Insight
13 31 (18.24%) Computer Science
14 30 (17.65%) ETL
14 30 (17.65%) Mathematics
15 27 (15.88%) Statistics
16 26 (15.29%) Agile
17 25 (14.71%) Data Analytics
Programming Languages
1 149 (87.65%) Python
2 106 (62.35%) SQL
3 9 (5.29%) JavaScript
3 9 (5.29%) T-SQL
4 8 (4.71%) Java
5 5 (2.94%) MATLAB
5 5 (2.94%) Perl
5 5 (2.94%) Scala
6 4 (2.35%) Data Analysis Expressions
7 3 (1.76%) Go
7 3 (1.76%) PHP
7 3 (1.76%) VBA
8 2 (1.18%) C++
8 2 (1.18%) PowerShell
8 2 (1.18%) VB.NET
9 1 (0.59%) ABAP
9 1 (0.59%) C
9 1 (0.59%) PL/SQL
9 1 (0.59%) RPG
9 1 (0.59%) RPG IV
Qualifications
1 41 (24.12%) Degree
2 25 (14.71%) Security Cleared
3 23 (13.53%) SC Cleared
4 19 (11.18%) PhD
5 14 (8.24%) Master's Degree
6 6 (3.53%) Computer Science Degree
7 2 (1.18%) AWS Certification
7 2 (1.18%) AWS Certified Solutions Architect
7 2 (1.18%) Numerate Degree
8 1 (0.59%) Azure Certification
8 1 (0.59%) DV Cleared
8 1 (0.59%) Postgraduate
Quality Assurance & Compliance
1 32 (18.82%) Data Quality
2 8 (4.71%) GDPR
3 6 (3.53%) Accessibility
3 6 (3.53%) WCAG
4 5 (2.94%) QA
5 4 (2.35%) Actionable Recommendations
6 1 (0.59%) Basel III
6 1 (0.59%) EU AI Act
6 1 (0.59%) IFRS
6 1 (0.59%) IFRS 9
6 1 (0.59%) NIST
System Software
1 15 (8.82%) Docker
Systems Management
1 16 (9.41%) Kubernetes
2 7 (4.12%) Terraform
3 4 (2.35%) Ansible
4 3 (1.76%) Packer
4 3 (1.76%) Progress Chef
4 3 (1.76%) Puppet
Vendors
1 14 (8.24%) Microsoft
2 12 (7.06%) Databricks
3 10 (5.88%) Oracle
4 9 (5.29%) Google
5 7 (4.12%) Adobe
5 7 (4.12%) Teradata
6 6 (3.53%) SAP
7 5 (2.94%) Alteryx
7 5 (2.94%) Foundry
7 5 (2.94%) Palantir
7 5 (2.94%) ServiceNow
7 5 (2.94%) Talend
8 3 (1.76%) Ariba
8 3 (1.76%) Informatica
9 2 (1.18%) Atlassian
9 2 (1.18%) Cognos
9 2 (1.18%) MuleSoft
9 2 (1.18%) Sage
9 2 (1.18%) Spotify
10 1 (0.59%) Amplitude