R Contract Job Trends in England

R
UK > England

The table below provides summary statistics and contractor rates for jobs advertised in England requiring R skills. It covers contract job vacancies from the 6 months leading up to 21 December 2025, with comparisons to the same periods in the previous two years.

6 months to
21 Dec 2025
Same period 2024 Same period 2023
Rank 386 334 361
Rank change year-on-year -52 +27 +29
Contract jobs citing R 161 184 207
As % of all contract jobs in England 0.51% 0.64% 0.56%
As % of the Programming Languages category 1.65% 1.96% 1.82%
Number of daily rates quoted 98 107 148
10th Percentile £305 £310 £335
25th Percentile £413 £356 £405
Median daily rate (50th Percentile) £500 £500 £536
Median % change year-on-year - -6.76% -6.74%
75th Percentile £595 £612 £638
90th Percentile £688 £748 £763
UK median daily rate £500 £500 £525
% change year-on-year - -4.76% -8.22%
Number of hourly rates quoted 3 9 11
10th Percentile £21.44 £21.00 £25.50
25th Percentile £22.85 £21.25 £30.62
Median hourly rate £25.42 £28.50 £35.63
Median % change year-on-year -10.82% -20.01% +18.77%
75th Percentile £27.19 £53.75 £48.13
90th Percentile £28.12 £55.15 £50.00
UK median hourly rate £26.46 £26.25 £35.63
% change year-on-year +0.79% -26.33% +37.04%

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 9,744 9,383 11,396
As % of all contract IT jobs advertised in England 31.06% 32.58% 30.77%
Number of daily rates quoted 6,457 6,099 8,292
10th Percentile £350 £356 £363
25th Percentile £413 £425 £449
Median daily rate (50th Percentile) £513 £540 £550
Median % change year-on-year -5.09% -1.82% -4.35%
75th Percentile £625 £650 £669
90th Percentile £738 £775 £775
UK median daily rate £506 £525 £550
% change year-on-year -3.71% -4.55% -3.34%
Number of hourly rates quoted 347 226 381
10th Percentile £34.00 £25.75 £35.00
25th Percentile £51.23 £44.62 £46.75
Median hourly rate £65.00 £63.00 £62.50
Median % change year-on-year +3.17% +0.80% -3.10%
75th Percentile £68.75 £68.75 £70.00
90th Percentile £75.00 £85.00 £78.75
UK median hourly rate £65.00 £62.50 £62.50
% change year-on-year +4.00% - -

R
Job Vacancy Trend in England

Historical trend showing the proportion of contract IT job postings citing R relative to all contract IT jobs advertised in England.

R job vacancy trend in England

R
Daily Rate Trend in England

Contractor daily rate distribution trend for jobs in England citing R.

Contractor daily rate distribution trend for jobs in England citing R

R
Daily Rate Histogram in England

Daily rate distribution for jobs citing R in England over the 6 months to 21 December 2025.

Daily rate histogram for R in England

R
Hourly Rate Trend in England

Contractor hourly rate distribution trend for jobs in England citing R.

Contractor hourly rate distribution trend for jobs in England citing R

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 21 December 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 -29 80 £511 +2.25% 61
South East -12 21 £588 +14.63% 55
Midlands -32 20 £435 +12.26% 34
North of England -34 16 £465 +30.62% 59
North West -22 14 £479 +34.41% 29
East Midlands -15 13 £385 +13.24% 17
East of England -18 11 £641 -1.38% 20
West Midlands -30 7 £475 -12.60% 17
South West -24 2 - - 13
Yorkshire -43 2 £450 +20.00% 24
R
UK

R
Co-Occurring Skills & Capabilities in England by Category

The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category:

Application Platforms
1 21 (13.04%) Apache Spark
2 17 (10.56%) SAS
3 5 (3.11%) Apache Airflow
3 5 (3.11%) SharePoint
4 4 (2.48%) Apache
5 3 (1.86%) Confluence
6 1 (0.62%) Jupyter
Applications
1 18 (11.18%) Microsoft Excel
2 6 (3.73%) Microsoft Office
2 6 (3.73%) Microsoft PowerPoint
3 1 (0.62%) Chatbot
3 1 (0.62%) ProjectWise
Business Applications
1 2 (1.24%) Distributed Ledger
2 1 (0.62%) NEC Housing
2 1 (0.62%) Salesforce CRM
2 1 (0.62%) SAP ERP
2 1 (0.62%) SAP IBP
2 1 (0.62%) SAP S/4HANA
Cloud Services
1 58 (36.02%) Power Platform
2 50 (31.06%) Azure
3 36 (22.36%) AWS
4 25 (15.53%) GCP
5 8 (4.97%) Azure Synapse Analytics
5 8 (4.97%) Snowflake
6 7 (4.35%) Azure Machine Learning
6 7 (4.35%) Power Automate
6 7 (4.35%) PowerApps
7 5 (3.11%) Azure Data Factory
8 4 (2.48%) Azure AKS
8 4 (2.48%) Microsoft Purview
9 3 (1.86%) Adobe Analytics
9 3 (1.86%) Amazon Bedrock
9 3 (1.86%) Azure DevOps
9 3 (1.86%) Copilot Studio
9 3 (1.86%) dbt
9 3 (1.86%) Google Analytics
10 2 (1.24%) Cloud Computing
10 2 (1.24%) Serverless
Communications & Networking
1 2 (1.24%) 2G
1 2 (1.24%) 5G
1 2 (1.24%) LTE
1 2 (1.24%) Mobile Backhaul
1 2 (1.24%) VoIP
Database & Business Intelligence
1 58 (36.02%) Power BI
2 42 (26.09%) Tableau
3 21 (13.04%) Big Data
4 19 (11.80%) Data Warehouse
5 16 (9.94%) Hadoop
6 11 (6.83%) Data Lake
7 8 (4.97%) Data Mining
7 8 (4.97%) NoSQL
8 7 (4.35%) Looker
9 6 (3.73%) Metadata
9 6 (3.73%) Power Query
10 5 (3.11%) Amazon Redshift
10 5 (3.11%) Delta Lake
11 4 (2.48%) Relational Database
11 4 (2.48%) Spark SQL
11 4 (2.48%) SQL Server
12 3 (1.86%) Amazon QuickSight
12 3 (1.86%) Enterprise Data Warehouse
12 3 (1.86%) Impala
13 2 (1.24%) Mixpanel
Development Applications
1 14 (8.70%) Git
2 5 (3.11%) Jenkins
3 4 (2.48%) JIRA
3 4 (2.48%) MLflow
4 2 (1.24%) GoCD
4 2 (1.24%) SonarQube
4 2 (1.24%) Sonatype Nexus
4 2 (1.24%) TeamCity
5 1 (0.62%) Bitbucket
5 1 (0.62%) Eclipse
5 1 (0.62%) Maven
5 1 (0.62%) RStudio
General
1 59 (36.65%) Social Skills
2 54 (33.54%) Analytical Skills
3 46 (28.57%) Finance
4 20 (12.42%) Marketing
5 14 (8.70%) Pharmaceutical
6 13 (8.07%) Banking
6 13 (8.07%) Public Sector
7 6 (3.73%) Organisational Skills
8 4 (2.48%) Legal
9 3 (1.86%) Documentation Skills
9 3 (1.86%) Local Government
9 3 (1.86%) Telecoms
10 2 (1.24%) Digital Health
10 2 (1.24%) Inclusion and Diversity
10 2 (1.24%) Influencing Skills
10 2 (1.24%) Manufacturing
10 2 (1.24%) Presentation Skills
10 2 (1.24%) Retail
11 1 (0.62%) Advertising
11 1 (0.62%) Publishing
Job Titles
1 41 (25.47%) Data Scientist
2 30 (18.63%) Analyst
3 20 (12.42%) Data Analyst
3 20 (12.42%) Senior
4 16 (9.94%) Architect
5 15 (9.32%) Data Engineer
5 15 (9.32%) Developer
6 7 (4.35%) Lead
6 7 (4.35%) Senior Data Scientist
7 6 (3.73%) Software Engineer
8 5 (3.11%) Artificial Intelligence Architect
8 5 (3.11%) Business Analyst
8 5 (3.11%) Consultant
8 5 (3.11%) Security Architect
8 5 (3.11%) Senior Analyst
9 4 (2.48%) Artificial Intelligence Developer
9 4 (2.48%) Data Analytics Engineer
9 4 (2.48%) Data Science Developer
9 4 (2.48%) Machine Learning Engineer
9 4 (2.48%) Python Engineer
Libraries, Frameworks & Software Standards
1 18 (11.18%) scikit-learn
1 18 (11.18%) TensorFlow
2 15 (9.32%) PyTorch
3 11 (6.83%) Pandas
4 7 (4.35%) PySpark
5 6 (3.73%) Matplotlib
5 6 (3.73%) Seaborn
6 5 (3.11%) Kafka
6 5 (3.11%) NumPy
7 4 (2.48%) Google JAX
7 4 (2.48%) JAX
7 4 (2.48%) YAML
8 3 (1.86%) FHIR
8 3 (1.86%) JSON
9 2 (1.24%) ATL
9 2 (1.24%) HTML
9 2 (1.24%) Node.js
9 2 (1.24%) REST
9 2 (1.24%) SciPy
9 2 (1.24%) XML
Miscellaneous
1 15 (9.32%) Algorithms
2 12 (7.45%) Credit Risk
3 8 (4.97%) Data Structures
4 7 (4.35%) Self-Motivation
5 5 (3.11%) Cloud Native
5 5 (3.11%) Product Ownership
6 3 (1.86%) Analytical Mindset
6 3 (1.86%) IoT
6 3 (1.86%) Management Information System
6 3 (1.86%) Multi-touch
6 3 (1.86%) NHS
7 2 (1.24%) AI Agents
7 2 (1.24%) Distributed Computing
7 2 (1.24%) Genomics
7 2 (1.24%) Legacy Systems
7 2 (1.24%) Mobile App
7 2 (1.24%) Onboarding
7 2 (1.24%) Security Posture
8 1 (0.62%) CRISPR
8 1 (0.62%) Virtual Reality
Operating Systems
1 3 (1.86%) Linux
2 2 (1.24%) Windows
Processes & Methodologies
1 82 (50.93%) Data Science
2 68 (42.24%) Analytics
3 65 (40.37%) Business Intelligence
4 64 (39.75%) Machine Learning
5 54 (33.54%) Visualisation
6 43 (26.71%) Data Analysis
6 43 (26.71%) Decision-Making
7 40 (24.84%) Data Modelling
8 35 (21.74%) Problem-Solving
9 31 (19.25%) Statistical Modelling
10 30 (18.63%) Data Governance
11 27 (16.77%) Agile
11 27 (16.77%) AI
11 27 (16.77%) Data Visualisation
12 26 (16.15%) Actionable Insight
12 26 (16.15%) Validation
13 23 (14.29%) CI/CD
14 22 (13.66%) Stakeholder Engagement
15 20 (12.42%) Data Pipeline
16 19 (11.80%) Computer Science
Programming Languages
1 153 (95.03%) Python
2 108 (67.08%) SQL
3 17 (10.56%) Java
4 15 (9.32%) C++
5 9 (5.59%) Scala
6 8 (4.97%) MATLAB
7 6 (3.73%) Data Analysis Expressions
8 5 (3.11%) JavaScript
9 4 (2.48%) C
9 4 (2.48%) PL/SQL
9 4 (2.48%) VBA
10 3 (1.86%) Go
11 2 (1.24%) Ada
11 2 (1.24%) C#
11 2 (1.24%) Rust
12 1 (0.62%) Bash
12 1 (0.62%) Fortran
12 1 (0.62%) Korn
12 1 (0.62%) PowerShell
12 1 (0.62%) SAS Macro
Qualifications
1 29 (18.01%) Degree
2 21 (13.04%) Security Cleared
3 15 (9.32%) SC Cleared
4 9 (5.59%) Computer Science Degree
5 7 (4.35%) Master's Degree
5 7 (4.35%) PhD
6 5 (3.11%) BPSS Clearance
7 2 (1.24%) Azure Certification
7 2 (1.24%) MCP
7 2 (1.24%) Microsoft Certification
7 2 (1.24%) Tableau Certification
8 1 (0.62%) ACCA
8 1 (0.62%) CFA
8 1 (0.62%) CIMA
8 1 (0.62%) CTC Cleared
8 1 (0.62%) GIAC
8 1 (0.62%) Numerate Degree
8 1 (0.62%) Postgraduate
Quality Assurance & Compliance
1 28 (17.39%) Data Quality
2 9 (5.59%) GDPR
3 7 (4.35%) QA
4 4 (2.48%) EU AI Act
4 4 (2.48%) ISO/IEC 27001
5 2 (1.24%) Actionable Recommendations
5 2 (1.24%) DICOM
5 2 (1.24%) NIST
5 2 (1.24%) PCI DSS
6 1 (0.62%) Accessibility
6 1 (0.62%) HL7
6 1 (0.62%) IFRS
6 1 (0.62%) IFRS 9
6 1 (0.62%) LOINC
6 1 (0.62%) Sarbanes-Oxley
6 1 (0.62%) SNOMED CT
System Software
1 10 (6.21%) Docker
2 2 (1.24%) HDFS
3 1 (0.62%) Lustre
3 1 (0.62%) Slurm Workload Manager
Systems Management
1 13 (8.07%) Kubernetes
2 2 (1.24%) Ansible
2 2 (1.24%) rkt
3 1 (0.62%) Packer
3 1 (0.62%) Progress Chef
Vendors
1 21 (13.04%) Databricks
2 17 (10.56%) Microsoft
3 8 (4.97%) Oracle
4 7 (4.35%) Pega
5 6 (3.73%) Google
6 4 (2.48%) ServiceNow
7 3 (1.86%) Adobe
7 3 (1.86%) Cognos
7 3 (1.86%) SAP
7 3 (1.86%) Splunk
8 2 (1.24%) Alteryx
8 2 (1.24%) Amplitude
8 2 (1.24%) Bloomberg
8 2 (1.24%) Dynatrace
8 2 (1.24%) OpenAI
8 2 (1.24%) Refinitiv
9 1 (0.62%) Automation Anywhere
9 1 (0.62%) Cribl.io
9 1 (0.62%) Facebook
9 1 (0.62%) TikTok