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 30 April 2025, comparing them to the same period in the previous two years.

6 months to
30 Apr 2025
Same period 2024 Same period 2023
Rank 353 401 419
Rank change year-on-year +48 +18 -40
Contract jobs citing R 171 201 314
As % of all contract jobs advertised in the UK 0.58% 0.46% 0.53%
As % of the Programming Languages category 1.72% 1.56% 1.50%
Number of daily rates quoted 117 137 192
10th Percentile £358 £342 £350
25th Percentile £409 £400 £434
Median daily rate (50th Percentile) £550 £550 £550
Median % change year-on-year - - +4.76%
75th Percentile £675 £638 £650
90th Percentile £785 £763 £786
UK excluding London median daily rate £475 £412 £475
% change year-on-year +15.29% -13.26% -
Number of hourly rates quoted 7 11 23
10th Percentile £22.00 £25.36 £20.47
25th Percentile £22.75 £25.87 £22.16
Median hourly rate £26.32 £42.50 £70.00
Median % change year-on-year -38.07% -39.29% +86.67%
75th Percentile £56.25 £53.58 £75.00
90th Percentile £59.55 £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 9,942 12,854 20,901
As % of all contract IT jobs advertised in the UK 34.01% 29.49% 35.02%
Number of daily rates quoted 6,743 9,130 15,092
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 £769 £760 £780
UK excluding London median daily rate £475 £489 £500
% change year-on-year -2.86% -2.20% +3.09%
Number of hourly rates quoted 245 485 471
10th Percentile £22.49 £31.25 £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 £63.87 £62.50 £62.50
% change year-on-year +2.20% - +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 30 April 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 30 April 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 30 April 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 +49 150 £550 - 709
London +15 82 £550 -5.17% 414
UK excluding London +73 67 £475 +15.29% 330
Work from Home -3 46 £486 -16.60% 405
East of England +43 18 £650 +67.74% 41
Midlands +24 13 £439 -20.14% 73
West Midlands +18 11 £432 -21.55% 40
South West +50 10 £670 +27.62% 18
Scotland +17 9 £509 +130.22% 28
South East +41 8 £368 +5.00% 76
North of England +28 6 £455 -11.22% 92
North West +11 5 £455 -11.22% 45
East Midlands +8 2 £447 +21.63% 32
Wales +2 2 £445 +12.37% 6
Northern Ireland - 1 £350 - 2
Yorkshire - 1 £350 - 34

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 (19.88%) Apache Spark
2 12 (7.02%) SAS
3 8 (4.68%) Jupyter
4 6 (3.51%) Confluence
5 5 (2.92%) Apache Airflow
6 3 (1.75%) R Markdown
6 3 (1.75%) SharePoint
7 2 (1.17%) Apache
8 1 (0.58%) Luigi
8 1 (0.58%) Oracle Workflow
Applications
1 17 (9.94%) Microsoft Excel
2 5 (2.92%) Microsoft PowerPoint
3 2 (1.17%) Microsoft Office
4 1 (0.58%) EViews
4 1 (0.58%) SPSS
4 1 (0.58%) Stata
Business Applications
1 4 (2.34%) SAP S/4HANA
2 2 (1.17%) NetSuite
3 1 (0.58%) SAP BPC
Cloud Services
1 53 (30.99%) Azure
2 42 (24.56%) AWS
2 42 (24.56%) Power Platform
3 18 (10.53%) GCP
4 12 (7.02%) GitHub
5 8 (4.68%) Snowflake
6 7 (4.09%) Adobe Analytics
6 7 (4.09%) Serverless
7 6 (3.51%) AWS Lambda
7 6 (3.51%) Azure Machine Learning
8 5 (2.92%) Amazon S3
8 5 (2.92%) Azure Synapse Analytics
8 5 (2.92%) Cloud Functions
9 4 (2.34%) AWS CloudFormation
9 4 (2.34%) dbt
9 4 (2.34%) GitHub Actions
10 3 (1.75%) Amazon EC2
10 3 (1.75%) Amazon SageMaker
10 3 (1.75%) Azure DevOps
10 3 (1.75%) Matillion
Communications & Networking
1 1 (0.58%) Intranet
1 1 (0.58%) Wireless
Database & Business Intelligence
1 54 (31.58%) Tableau
2 42 (24.56%) Power BI
3 35 (20.47%) Big Data
4 27 (15.79%) Hadoop
5 19 (11.11%) Data Warehouse
6 15 (8.77%) Relational Database
7 12 (7.02%) SQL Server
8 10 (5.85%) Data Mining
9 9 (5.26%) Data Lake
10 8 (4.68%) NoSQL
11 5 (2.92%) Amazon Redshift
11 5 (2.92%) Looker
12 4 (2.34%) Amazon RDS
12 4 (2.34%) MongoDB
12 4 (2.34%) PostgreSQL
12 4 (2.34%) RDBMS
13 3 (1.75%) BigQuery
13 3 (1.75%) DynamoDB
13 3 (1.75%) MySQL
13 3 (1.75%) SQL Server Reporting Services
Development Applications
1 10 (5.85%) Git
2 8 (4.68%) JIRA
3 4 (2.34%) Bitbucket
3 4 (2.34%) Jenkins
4 3 (1.75%) ERwin
4 3 (1.75%) Sonatype Nexus
5 2 (1.17%) GitLab
5 2 (1.17%) MagicDraw
5 2 (1.17%) SQL Server Management Studio (SSMS)
6 1 (0.58%) Eclipse
6 1 (0.58%) ER Studio
6 1 (0.58%) MLflow
6 1 (0.58%) Rational DOORS
6 1 (0.58%) Visual Studio
6 1 (0.58%) Visual Studio Code
General
1 61 (35.67%) Social Skills
2 57 (33.33%) Analytical Skills
3 44 (25.73%) Finance
4 25 (14.62%) Public Sector
5 23 (13.45%) Banking
6 21 (12.28%) Marketing
7 7 (4.09%) Investment Banking
7 7 (4.09%) Pharmaceutical
8 5 (2.92%) Inclusion and Diversity
8 5 (2.92%) Influencing Skills
9 4 (2.34%) Legal
9 4 (2.34%) Presentation Skills
10 3 (1.75%) Corporate Banking
11 2 (1.17%) Documentation Skills
11 2 (1.17%) Military
11 2 (1.17%) Organisational Skills
11 2 (1.17%) Police
11 2 (1.17%) Retail
12 1 (0.58%) Games
12 1 (0.58%) Social Science
Job Titles
1 39 (22.81%) Analyst
2 36 (21.05%) Developer
3 32 (18.71%) Data Scientist
4 31 (18.13%) Senior
5 24 (14.04%) Data Analyst
6 22 (12.87%) Lead
7 16 (9.36%) Data Engineer
8 15 (8.77%) Senior Data Scientist
8 15 (8.77%) Senior Developer
9 14 (8.19%) Data Science Developer
10 10 (5.85%) Analytics Manager
10 10 (5.85%) Data Manager
11 9 (5.26%) Data Analytics Manager
11 9 (5.26%) Python Developer
12 7 (4.09%) Insight Manager
12 7 (4.09%) Strategy Manager
13 5 (2.92%) Architect
13 5 (2.92%) Lead Data Engineer
13 5 (2.92%) Lead Data Scientist
14 4 (2.34%) Business Analyst
Libraries, Frameworks & Software Standards
1 27 (15.79%) TensorFlow
2 25 (14.62%) Pandas
2 25 (14.62%) PyTorch
2 25 (14.62%) scikit-learn
3 17 (9.94%) NumPy
4 16 (9.36%) Matplotlib
4 16 (9.36%) Seaborn
5 9 (5.26%) Shiny
6 4 (2.34%) Jinja
6 4 (2.34%) Kafka
6 4 (2.34%) pytest
7 3 (1.75%) .NET
7 3 (1.75%) Spring Boot
8 2 (1.17%) Django
8 2 (1.17%) MACH
9 1 (0.58%) ADO
9 1 (0.58%) D3.js
9 1 (0.58%) Middleware
9 1 (0.58%) OLE
9 1 (0.58%) Plotly
Miscellaneous
1 31 (18.13%) Algorithms
2 9 (5.26%) Multi-touch
3 8 (4.68%) Enterprise Software
4 7 (4.09%) Data Structures
5 5 (2.92%) CRISPR
5 5 (2.92%) Product Ownership
6 3 (1.75%) Cloud Native
7 2 (1.17%) Data Fabric
7 2 (1.17%) Data Protection Act
7 2 (1.17%) IoT
7 2 (1.17%) Management Information System
8 1 (0.58%) AI Agents
8 1 (0.58%) AS400
8 1 (0.58%) Distributed Systems
8 1 (0.58%) Embedded Systems
8 1 (0.58%) FMCG
8 1 (0.58%) Life Science
8 1 (0.58%) Onboarding
8 1 (0.58%) SCADA
8 1 (0.58%) Team-Oriented Environment
Operating Systems
1 6 (3.51%) Linux
1 6 (3.51%) Windows
Processes & Methodologies
1 79 (46.20%) Analytics
2 73 (42.69%) Visualisation
3 70 (40.94%) Data Analysis
3 70 (40.94%) Data Science
4 65 (38.01%) Machine Learning
5 56 (32.75%) Decision-Making
6 48 (28.07%) Business Intelligence
7 44 (25.73%) Data Modelling
8 43 (25.15%) Statistical Modelling
9 41 (23.98%) Artificial Intelligence
10 37 (21.64%) Problem-Solving
11 36 (21.05%) Data Visualisation
12 32 (18.71%) Computer Science
12 32 (18.71%) Data Pipeline
13 31 (18.13%) Actionable Insight
13 31 (18.13%) ETL
14 30 (17.54%) Mathematics
15 28 (16.37%) Statistics
16 26 (15.20%) Agile
16 26 (15.20%) Data Analytics
Programming Languages
1 150 (87.72%) Python
2 107 (62.57%) SQL
3 9 (5.26%) Java
3 9 (5.26%) JavaScript
3 9 (5.26%) T-SQL
4 5 (2.92%) Data Analysis Expressions
4 5 (2.92%) MATLAB
4 5 (2.92%) Perl
4 5 (2.92%) Scala
5 3 (1.75%) Go
5 3 (1.75%) PHP
5 3 (1.75%) VBA
6 2 (1.17%) C++
6 2 (1.17%) PowerShell
6 2 (1.17%) VB.NET
7 1 (0.58%) ABAP
7 1 (0.58%) C
7 1 (0.58%) PL/SQL
7 1 (0.58%) RPG
7 1 (0.58%) RPG IV
Qualifications
1 42 (24.56%) Degree
2 25 (14.62%) Security Cleared
3 23 (13.45%) SC Cleared
4 19 (11.11%) PhD
5 14 (8.19%) Master's Degree
6 6 (3.51%) Computer Science Degree
7 2 (1.17%) AWS Certification
7 2 (1.17%) AWS Certified Solutions Architect
7 2 (1.17%) Numerate Degree
8 1 (0.58%) Azure Certification
8 1 (0.58%) DV Cleared
8 1 (0.58%) Postgraduate
Quality Assurance & Compliance
1 32 (18.71%) Data Quality
2 8 (4.68%) GDPR
3 6 (3.51%) Accessibility
3 6 (3.51%) WCAG
4 5 (2.92%) QA
5 4 (2.34%) Actionable Recommendations
6 1 (0.58%) Basel III
6 1 (0.58%) EU AI Act
6 1 (0.58%) IFRS
6 1 (0.58%) IFRS 9
6 1 (0.58%) NIST
System Software
1 15 (8.77%) Docker
Systems Management
1 16 (9.36%) Kubernetes
2 7 (4.09%) Terraform
3 4 (2.34%) Ansible
4 3 (1.75%) Packer
4 3 (1.75%) Progress Chef
4 3 (1.75%) Puppet
Vendors
1 16 (9.36%) Microsoft
2 12 (7.02%) Databricks
3 10 (5.85%) Google
3 10 (5.85%) Oracle
4 7 (4.09%) Adobe
4 7 (4.09%) Teradata
5 6 (3.51%) SAP
6 5 (2.92%) Alteryx
6 5 (2.92%) Foundry
6 5 (2.92%) Palantir
6 5 (2.92%) ServiceNow
6 5 (2.92%) Talend
7 3 (1.75%) Ariba
7 3 (1.75%) Informatica
8 2 (1.17%) Atlassian
8 2 (1.17%) Cognos
8 2 (1.17%) MuleSoft
8 2 (1.17%) Sage
8 2 (1.17%) Spotify
9 1 (0.58%) Amplitude