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 16 December 2025, with comparisons to the same periods in the previous two years.

6 months to
16 Dec 2025
Same period 2024 Same period 2023
Rank 382 320 369
Rank change year-on-year -62 +49 +16
Contract jobs citing R 163 190 203
As % of all contract jobs in England 0.52% 0.65% 0.54%
As % of the Programming Languages category 1.66% 2.01% 1.77%
Number of daily rates quoted 100 112 145
10th Percentile £286 £310 £359
25th Percentile £413 £356 £413
Median daily rate (50th Percentile) £500 £500 £540
Median % change year-on-year - -7.41% -6.09%
75th Percentile £600 £612 £638
90th Percentile £688 £736 £763
UK median daily rate £500 £500 £536
% change year-on-year - -6.76% -6.25%
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% +27.25%
75th Percentile £27.19 £53.75 £48.13
90th Percentile £28.12 £55.15 £50.00
UK median hourly rate £26.46 £24.00 £35.63
% change year-on-year +10.24% -32.64% +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 9,799 9,467 11,490
As % of all contract IT jobs advertised in England 31.28% 32.61% 30.71%
Number of daily rates quoted 6,508 6,167 8,348
10th Percentile £350 £356 £363
25th Percentile £413 £425 £450
Median daily rate (50th Percentile) £513 £550 £550
Median % change year-on-year -6.82% - -4.35%
75th Percentile £625 £651 £670
90th Percentile £738 £775 £775
UK median daily rate £505 £525 £550
% change year-on-year -3.76% -4.55% -2.65%
Number of hourly rates quoted 341 236 393
10th Percentile £32.50 £26.25 £35.00
25th Percentile £51.00 £44.24 £47.50
Median hourly rate £65.00 £63.00 £62.50
Median % change year-on-year +3.17% +0.80% -0.79%
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 16 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 16 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 -30 83 £513 +2.50% 150
South East -14 21 £588 +14.63% 83
Midlands -37 18 £435 +12.26% 59
North of England -38 16 £465 +30.62% 87
North West -25 14 £479 +34.41% 46
East of England -19 12 £608 -6.46% 42
East Midlands -13 11 £385 +13.24% 27
West Midlands -32 7 £475 -12.60% 32
South West -19 2 - - 27
Yorkshire -42 2 £450 +20.00% 32
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 20 (12.27%) Apache Spark
2 19 (11.66%) SAS
3 6 (3.68%) Apache Airflow
4 5 (3.07%) SharePoint
5 4 (2.45%) Apache
6 3 (1.84%) Confluence
7 2 (1.23%) Jupyter
8 1 (0.61%) Luigi
Applications
1 18 (11.04%) Microsoft Excel
2 6 (3.68%) Microsoft Office
2 6 (3.68%) Microsoft PowerPoint
3 1 (0.61%) Chatbot
3 1 (0.61%) ProjectWise
Business Applications
1 2 (1.23%) Distributed Ledger
2 1 (0.61%) NEC Housing
2 1 (0.61%) Salesforce CRM
2 1 (0.61%) SAP ERP
2 1 (0.61%) SAP IBP
2 1 (0.61%) SAP S/4HANA
Cloud Services
1 58 (35.58%) Power Platform
2 54 (33.13%) Azure
3 36 (22.09%) AWS
4 27 (16.56%) GCP
5 8 (4.91%) Azure Synapse Analytics
5 8 (4.91%) Snowflake
6 7 (4.29%) Azure Machine Learning
6 7 (4.29%) Power Automate
6 7 (4.29%) PowerApps
7 5 (3.07%) Azure Data Factory
8 4 (2.45%) Azure AKS
8 4 (2.45%) Microsoft Purview
9 3 (1.84%) Adobe Analytics
9 3 (1.84%) Azure DevOps
9 3 (1.84%) Copilot Studio
9 3 (1.84%) dbt
9 3 (1.84%) Google Analytics
10 2 (1.23%) AWS Lambda
10 2 (1.23%) Cloud Computing
10 2 (1.23%) Serverless
Communications & Networking
1 2 (1.23%) 2G
1 2 (1.23%) 5G
1 2 (1.23%) LTE
1 2 (1.23%) Mobile Backhaul
1 2 (1.23%) VoIP
Database & Business Intelligence
1 58 (35.58%) Power BI
2 44 (26.99%) Tableau
3 21 (12.88%) Big Data
4 19 (11.66%) Data Warehouse
5 15 (9.20%) Hadoop
6 10 (6.13%) Data Lake
7 9 (5.52%) Looker
7 9 (5.52%) NoSQL
8 6 (3.68%) Data Mining
8 6 (3.68%) Metadata
8 6 (3.68%) Power Query
9 5 (3.07%) Delta Lake
10 4 (2.45%) Mixpanel
10 4 (2.45%) Relational Database
10 4 (2.45%) Spark SQL
10 4 (2.45%) SQL Server
11 3 (1.84%) Amazon QuickSight
11 3 (1.84%) Amazon Redshift
11 3 (1.84%) Enterprise Data Warehouse
11 3 (1.84%) Impala
Development Applications
1 14 (8.59%) Git
2 5 (3.07%) Jenkins
3 4 (2.45%) JIRA
3 4 (2.45%) MLflow
4 2 (1.23%) GoCD
4 2 (1.23%) SonarQube
4 2 (1.23%) Sonatype Nexus
4 2 (1.23%) TeamCity
5 1 (0.61%) Bitbucket
5 1 (0.61%) Eclipse
5 1 (0.61%) Maven
5 1 (0.61%) RStudio
General
1 62 (38.04%) Social Skills
2 55 (33.74%) Analytical Skills
3 49 (30.06%) Finance
4 20 (12.27%) Marketing
5 14 (8.59%) Pharmaceutical
6 13 (7.98%) Banking
6 13 (7.98%) Public Sector
7 6 (3.68%) Organisational Skills
8 4 (2.45%) Legal
9 3 (1.84%) Documentation Skills
9 3 (1.84%) Local Government
9 3 (1.84%) Telecoms
10 2 (1.23%) Digital Health
10 2 (1.23%) Inclusion and Diversity
10 2 (1.23%) Influencing Skills
10 2 (1.23%) Manufacturing
10 2 (1.23%) Presentation Skills
10 2 (1.23%) Retail
11 1 (0.61%) Advertising
11 1 (0.61%) Publishing
Job Titles
1 39 (23.93%) Data Scientist
2 32 (19.63%) Analyst
3 22 (13.50%) Data Analyst
4 19 (11.66%) Architect
4 19 (11.66%) Senior
5 16 (9.82%) Data Engineer
6 15 (9.20%) Developer
7 7 (4.29%) Lead
7 7 (4.29%) Senior Data Scientist
8 6 (3.68%) Artificial Intelligence Architect
8 6 (3.68%) Software Engineer
9 5 (3.07%) Business Analyst
9 5 (3.07%) Consultant
9 5 (3.07%) Security Architect
9 5 (3.07%) Senior Analyst
10 4 (2.45%) Artificial Intelligence Developer
10 4 (2.45%) Data Analytics Engineer
10 4 (2.45%) Data Science Developer
10 4 (2.45%) Machine Learning Engineer
10 4 (2.45%) Python Engineer
Libraries, Frameworks & Software Standards
1 17 (10.43%) TensorFlow
2 16 (9.82%) scikit-learn
3 14 (8.59%) PyTorch
4 9 (5.52%) Pandas
5 6 (3.68%) Kafka
6 5 (3.07%) PySpark
7 4 (2.45%) Google JAX
7 4 (2.45%) JAX
7 4 (2.45%) Matplotlib
7 4 (2.45%) Seaborn
7 4 (2.45%) YAML
8 3 (1.84%) FHIR
8 3 (1.84%) JSON
8 3 (1.84%) NumPy
9 2 (1.23%) ATL
9 2 (1.23%) Hugging Face
9 2 (1.23%) REST
9 2 (1.23%) Shiny
9 2 (1.23%) XML
10 1 (0.61%) FastAPI
Miscellaneous
1 15 (9.20%) Algorithms
2 12 (7.36%) Credit Risk
3 8 (4.91%) Data Structures
4 7 (4.29%) Self-Motivation
5 5 (3.07%) Cloud Native
5 5 (3.07%) Product Ownership
6 3 (1.84%) Analytical Mindset
6 3 (1.84%) IoT
6 3 (1.84%) Management Information System
6 3 (1.84%) Multi-touch
6 3 (1.84%) NHS
7 2 (1.23%) Distributed Computing
7 2 (1.23%) Genomics
7 2 (1.23%) Legacy Systems
7 2 (1.23%) Life Science
7 2 (1.23%) Mobile App
7 2 (1.23%) Onboarding
7 2 (1.23%) Security Posture
8 1 (0.61%) CRISPR
8 1 (0.61%) Virtual Reality
Operating Systems
1 5 (3.07%) Linux
2 2 (1.23%) Windows
Processes & Methodologies
1 81 (49.69%) Data Science
2 71 (43.56%) Analytics
3 68 (41.72%) Business Intelligence
4 65 (39.88%) Machine Learning
5 54 (33.13%) Visualisation
6 43 (26.38%) Data Modelling
6 43 (26.38%) Decision-Making
7 41 (25.15%) Data Analysis
8 36 (22.09%) Problem-Solving
9 31 (19.02%) Data Governance
9 31 (19.02%) Statistical Modelling
10 29 (17.79%) Data Visualisation
11 27 (16.56%) Agile
12 26 (15.95%) Actionable Insight
12 26 (15.95%) AI
12 26 (15.95%) Validation
13 23 (14.11%) CI/CD
14 22 (13.50%) Stakeholder Engagement
15 21 (12.88%) Stakeholder Management
16 20 (12.27%) Data Pipeline
Programming Languages
1 155 (95.09%) Python
2 107 (65.64%) SQL
3 16 (9.82%) Java
4 13 (7.98%) C++
5 10 (6.13%) Scala
6 8 (4.91%) MATLAB
7 6 (3.68%) Data Analysis Expressions
8 5 (3.07%) JavaScript
9 4 (2.45%) C
9 4 (2.45%) PL/SQL
9 4 (2.45%) VBA
10 3 (1.84%) Go
11 2 (1.23%) Rust
12 1 (0.61%) Bash
12 1 (0.61%) Fortran
12 1 (0.61%) Korn
12 1 (0.61%) PowerShell
12 1 (0.61%) SAS Macro
Qualifications
1 30 (18.40%) Degree
2 21 (12.88%) Security Cleared
3 15 (9.20%) SC Cleared
4 9 (5.52%) Computer Science Degree
5 7 (4.29%) Master's Degree
5 7 (4.29%) PhD
6 5 (3.07%) BPSS Clearance
7 2 (1.23%) Azure Certification
7 2 (1.23%) Microsoft Certification
7 2 (1.23%) Tableau Certification
8 1 (0.61%) ACCA
8 1 (0.61%) CFA
8 1 (0.61%) CIMA
8 1 (0.61%) CTC Cleared
8 1 (0.61%) GIAC
8 1 (0.61%) Numerate Degree
8 1 (0.61%) Postgraduate
Quality Assurance & Compliance
1 31 (19.02%) Data Quality
2 9 (5.52%) GDPR
3 7 (4.29%) QA
4 4 (2.45%) EU AI Act
4 4 (2.45%) ISO/IEC 27001
5 2 (1.23%) Actionable Recommendations
5 2 (1.23%) DICOM
5 2 (1.23%) NIST
5 2 (1.23%) PCI DSS
6 1 (0.61%) Accessibility
6 1 (0.61%) HL7
6 1 (0.61%) IFRS
6 1 (0.61%) IFRS 9
6 1 (0.61%) LOINC
6 1 (0.61%) Sarbanes-Oxley
6 1 (0.61%) SNOMED CT
System Software
1 10 (6.13%) Docker
2 3 (1.84%) Slurm Workload Manager
3 1 (0.61%) Lustre
Systems Management
1 13 (7.98%) Kubernetes
2 2 (1.23%) Ansible
2 2 (1.23%) rkt
3 1 (0.61%) Packer
3 1 (0.61%) Progress Chef
Vendors
1 20 (12.27%) Databricks
2 18 (11.04%) Microsoft
3 8 (4.91%) Oracle
4 7 (4.29%) Google
4 7 (4.29%) Pega
5 4 (2.45%) Amplitude
5 4 (2.45%) ServiceNow
6 3 (1.84%) Adobe
6 3 (1.84%) Cognos
6 3 (1.84%) SAP
6 3 (1.84%) Splunk
7 2 (1.23%) Alteryx
7 2 (1.23%) Bloomberg
7 2 (1.23%) Dynatrace
7 2 (1.23%) Refinitiv
8 1 (0.61%) Automation Anywhere
8 1 (0.61%) Cribl.io
8 1 (0.61%) Facebook
8 1 (0.61%) OpenAI
8 1 (0.61%) TikTok