R Contracts in England

R
UK > England

The table below provides summary statistics for contract job vacancies advertised in England 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 July 2025, comparing them to the same period in the previous two years.

6 months to
1 Jul 2025
Same period 2024 Same period 2023
Rank 342 397 405
Rank change year-on-year +55 +8 -24
Contract jobs citing R 154 158 245
As % of all contract jobs advertised in England 0.60% 0.43% 0.52%
As % of the Programming Languages category 1.78% 1.39% 1.52%
Number of daily rates quoted 101 108 165
10th Percentile £358 £310 £343
25th Percentile £406 £363 £450
Median daily rate (50th Percentile) £500 £500 £600
Median % change year-on-year - -16.67% +9.09%
75th Percentile £625 £600 £675
90th Percentile £725 £763 £875
UK median daily rate £498 £500 £600
% change year-on-year -0.50% -16.67% +9.09%
Number of hourly rates quoted 4 12 14
10th Percentile £29.30 £20.23 £23.18
25th Percentile £33.77 £21.25 £51.25
Median hourly rate £47.50 £32.12 £67.50
Median % change year-on-year +47.91% -52.42% +90.14%
75th Percentile £60.00 £47.81 £74.69
90th Percentile £62.25 £74.63 £75.00
UK median hourly rate £37.50 £21.62 £68.00
% change year-on-year +73.49% -68.21% +91.55%

All Programming Languages
England

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 in England.

Contract vacancies with a requirement for coding skills 8,648 11,405 16,104
As % of all contract IT jobs advertised in England 33.72% 30.72% 34.01%
Number of daily rates quoted 5,975 8,150 11,755
10th Percentile £354 £350 £375
25th Percentile £413 £425 £458
Median daily rate (50th Percentile) £520 £543 £555
Median % change year-on-year -4.15% -2.25% +0.18%
75th Percentile £638 £650 £688
90th Percentile £775 £788 £800
UK median daily rate £510 £525 £550
% change year-on-year -2.86% -4.55% -
Number of hourly rates quoted 213 484 407
10th Percentile £28.18 £35.60 £28.84
25th Percentile £36.25 £50.47 £50.00
Median hourly rate £56.75 £64.50 £62.50
Median % change year-on-year -12.02% +3.20% +19.05%
75th Percentile £68.00 £70.00 £70.30
90th Percentile £82.37 £75.88 £80.55
UK median hourly rate £55.00 £62.50 £62.50
% change year-on-year -12.00% - +19.05%

R
Job Vacancy Trend in England

Job postings citing R as a proportion of all IT jobs advertised in England.

Job vacancy trend for R in England

R
Contractor Daily Rate Trend in England

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

Daily rate trend for R in England

R
Daily Rate Histogram in England

Daily rate distribution for jobs citing R in England over the 6 months to 1 July 2025.

Daily rate histogram for R in England

R
Contractor Hourly Rate Trend in England

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

Hourly rate trend for R in England

R
Hourly Rate Histogram in England

Hourly rate distribution of jobs citing R in England over the 6 months to 1 July 2025.

Hourly rate histogram for R in England

R
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing R within the England region over the 6 months to 1 July 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
London +34 82 £540 +9.37% 1,279
East of England +40 21 £575 +53.33% 140
South East +50 12 £406 -12.16% 316
South West +42 12 £689 +14.79% 92
Midlands +7 12 £449 -0.33% 162
West Midlands +5 9 £419 -23.86% 99
North of England +11 6 £471 -14.32% 291
North West +10 4 £503 -1.95% 175
Yorkshire +2 2 £419 -23.86% 98
East Midlands -2 2 £447 +23.31% 62
R
UK

R
Co-occurring Skills and Capabilities in England 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 31 (20.13%) Apache Spark
2 16 (10.39%) SAS
3 5 (3.25%) Apache Airflow
4 4 (2.60%) Confluence
4 4 (2.60%) Jupyter
5 2 (1.30%) IBM Domino
5 2 (1.30%) Luigi
5 2 (1.30%) R Markdown
5 2 (1.30%) SharePoint
6 1 (0.65%) ArcGIS
6 1 (0.65%) Oracle Workflow
Applications
1 14 (9.09%) Microsoft Excel
2 4 (2.60%) Microsoft PowerPoint
3 2 (1.30%) SPSS
3 2 (1.30%) Stata
4 1 (0.65%) EViews
4 1 (0.65%) Microsoft Office
Business Applications
1 3 (1.95%) SAP S/4HANA
2 2 (1.30%) NetSuite
3 1 (0.65%) Oracle BPM
3 1 (0.65%) Oracle Procure-to-Pay
3 1 (0.65%) SAP BPC
Cloud Services
1 52 (33.77%) Azure
2 41 (26.62%) Power Platform
3 36 (23.38%) AWS
4 14 (9.09%) GCP
5 7 (4.55%) Adobe Analytics
5 7 (4.55%) Snowflake
6 5 (3.25%) Amazon S3
6 5 (3.25%) Azure Synapse Analytics
6 5 (3.25%) GitHub
7 4 (2.60%) AWS CloudFormation
7 4 (2.60%) AWS Lambda
7 4 (2.60%) Azure Data Factory
7 4 (2.60%) Azure Machine Learning
7 4 (2.60%) Serverless
8 3 (1.95%) Amazon EC2
8 3 (1.95%) dbt
8 3 (1.95%) GitHub Actions
8 3 (1.95%) Matillion
8 3 (1.95%) SaaS
9 2 (1.30%) PaaS
Communications & Networking
1 1 (0.65%) Intranet
1 1 (0.65%) Wireless
Database & Business Intelligence
1 48 (31.17%) Tableau
2 41 (26.62%) Power BI
3 32 (20.78%) Big Data
4 23 (14.94%) Hadoop
5 15 (9.74%) Data Warehouse
6 14 (9.09%) Data Lake
7 13 (8.44%) Relational Database
8 9 (5.84%) Data Mining
9 7 (4.55%) SQL Server
10 5 (3.25%) MongoDB
10 5 (3.25%) NoSQL
10 5 (3.25%) PostgreSQL
11 4 (2.60%) Amazon RDS
11 4 (2.60%) Looker
12 3 (1.95%) Amazon QuickSight
12 3 (1.95%) BusinessObjects
12 3 (1.95%) DynamoDB
12 3 (1.95%) Mixpanel
12 3 (1.95%) SQL Server Reporting Services
13 2 (1.30%) MySQL
Development Applications
1 7 (4.55%) Git
2 5 (3.25%) JIRA
3 3 (1.95%) ERwin
4 2 (1.30%) MagicDraw
5 1 (0.65%) ER Studio
5 1 (0.65%) GitLab
5 1 (0.65%) Jenkins
5 1 (0.65%) MLflow
5 1 (0.65%) SQL Server Management Studio (SSMS)
5 1 (0.65%) Visual Studio Code
General
1 50 (32.47%) Analytical Skills
2 46 (29.87%) Social Skills
3 40 (25.97%) Finance
4 23 (14.94%) Marketing
5 18 (11.69%) Public Sector
6 14 (9.09%) Banking
7 10 (6.49%) Pharmaceutical
8 6 (3.90%) Presentation Skills
9 5 (3.25%) Influencing Skills
10 4 (2.60%) Legal
10 4 (2.60%) Police
11 3 (1.95%) Corporate Banking
11 3 (1.95%) Investment Banking
11 3 (1.95%) Local Government
11 3 (1.95%) Publishing
12 2 (1.30%) Documentation Skills
12 2 (1.30%) Games
12 2 (1.30%) Inclusion and Diversity
12 2 (1.30%) Military
12 2 (1.30%) Telecoms
Job Titles
1 40 (25.97%) Data Scientist
2 39 (25.32%) Analyst
3 25 (16.23%) Data Analyst
4 24 (15.58%) Developer
5 23 (14.94%) Senior
6 16 (10.39%) Lead
7 14 (9.09%) Senior Data Scientist
8 13 (8.44%) Data Science Developer
9 10 (6.49%) Data Engineer
10 8 (5.19%) Artificial Intelligence Developer
10 8 (5.19%) Data Manager
10 8 (5.19%) Senior Developer
11 7 (4.55%) Analytics Manager
11 7 (4.55%) Data Analytics Manager
11 7 (4.55%) Insight Manager
11 7 (4.55%) Strategy Manager
12 5 (3.25%) Architect
12 5 (3.25%) Business Intelligence Developer
12 5 (3.25%) Power BI Developer
12 5 (3.25%) Solutions Architect
Libraries, Frameworks & Software Standards
1 29 (18.83%) TensorFlow
2 28 (18.18%) Pandas
3 25 (16.23%) PyTorch
3 25 (16.23%) scikit-learn
4 15 (9.74%) Matplotlib
4 15 (9.74%) Seaborn
5 14 (9.09%) NumPy
6 4 (2.60%) Keras
7 3 (1.95%) Hugging Face
7 3 (1.95%) Jinja
7 3 (1.95%) pytest
7 3 (1.95%) Shiny
8 2 (1.30%) Django
8 2 (1.30%) Kafka
8 2 (1.30%) MACH
9 1 (0.65%) .NET
9 1 (0.65%) ADO
9 1 (0.65%) D3.js
9 1 (0.65%) Gherkin
9 1 (0.65%) JSON
Miscellaneous
1 29 (18.83%) Algorithms
2 9 (5.84%) Data Structures
3 8 (5.19%) Multi-touch
4 5 (3.25%) CRISPR
5 4 (2.60%) Product Ownership
6 3 (1.95%) Life Science
6 3 (1.95%) Smart Meter
7 2 (1.30%) Data Fabric
7 2 (1.30%) FMCG
7 2 (1.30%) Self-Motivation
7 2 (1.30%) Virtual Team
8 1 (0.65%) Analytical Mindset
8 1 (0.65%) Cyber Threat
8 1 (0.65%) Cyberattack
8 1 (0.65%) Greenfield Project
8 1 (0.65%) Hybrid Cloud
8 1 (0.65%) IoT
8 1 (0.65%) Legacy Systems
8 1 (0.65%) Onboarding
8 1 (0.65%) Virtual Reality
Operating Systems
1 4 (2.60%) Linux
2 2 (1.30%) VMS
Processes & Methodologies
1 72 (46.75%) Analytics
1 72 (46.75%) Data Science
2 69 (44.81%) Machine Learning
3 62 (40.26%) Data Analysis
3 62 (40.26%) Visualisation
4 49 (31.82%) Business Intelligence
5 45 (29.22%) Decision-Making
6 44 (28.57%) Artificial Intelligence
6 44 (28.57%) Statistical Modelling
7 43 (27.92%) Data Modelling
8 36 (23.38%) Data Visualisation
9 29 (18.83%) Statistics
10 28 (18.18%) Computer Science
11 27 (17.53%) Mathematics
12 25 (16.23%) Actionable Insight
12 25 (16.23%) ETL
13 22 (14.29%) Data Pipeline
13 22 (14.29%) LLM
14 21 (13.64%) Generative AI
14 21 (13.64%) Problem-Solving
Programming Languages
1 137 (88.96%) Python
2 104 (67.53%) SQL
3 8 (5.19%) T-SQL
4 7 (4.55%) Java
4 7 (4.55%) MATLAB
5 6 (3.90%) Data Analysis Expressions
5 6 (3.90%) JavaScript
6 5 (3.25%) Scala
7 3 (1.95%) VBA
8 2 (1.30%) C++
8 2 (1.30%) PowerShell
9 1 (0.65%) Bash
9 1 (0.65%) PL/SQL
9 1 (0.65%) VB.NET
9 1 (0.65%) XMLA
Qualifications
1 40 (25.97%) Degree
2 21 (13.64%) Security Cleared
3 18 (11.69%) PhD
4 16 (10.39%) Master's Degree
5 15 (9.74%) SC Cleared
6 4 (2.60%) Computer Science Degree
7 2 (1.30%) Numerate Degree
8 1 (0.65%) DV Cleared
Quality Assurance & Compliance
1 32 (20.78%) Data Quality
2 7 (4.55%) Accessibility
2 7 (4.55%) GDPR
3 3 (1.95%) Actionable Recommendations
3 3 (1.95%) QA
4 2 (1.30%) WCAG
5 1 (0.65%) Basel III
5 1 (0.65%) EU AI Act
5 1 (0.65%) IFRS
5 1 (0.65%) IFRS 9
5 1 (0.65%) NIST
System Software
1 6 (3.90%) Docker
2 2 (1.30%) Slurm Workload Manager
Systems Management
1 7 (4.55%) Kubernetes
2 2 (1.30%) Terraform
3 1 (0.65%) Ansible
Vendors
1 17 (11.04%) Microsoft
2 11 (7.14%) Databricks
2 11 (7.14%) Oracle
3 7 (4.55%) Adobe
3 7 (4.55%) SAP
3 7 (4.55%) Teradata
4 6 (3.90%) Google
5 5 (3.25%) Alteryx
5 5 (3.25%) Foundry
5 5 (3.25%) Palantir
5 5 (3.25%) ServiceNow
5 5 (3.25%) Talend
6 4 (2.60%) OpenAI
7 3 (1.95%) Amplitude
7 3 (1.95%) Ariba
7 3 (1.95%) Informatica
8 2 (1.30%) Atlassian
8 2 (1.30%) Cognos
8 2 (1.30%) MuleSoft
8 2 (1.30%) Spotify