R Contract Job Trends

R
UK

The table below provides summary statistics and contractor rates for jobs requiring R skills. It covers contract job vacancies from the 6 months leading up to 15 October 2025, with comparisons to the same periods in the previous two years.

6 months to
15 Oct 2025
Same period 2024 Same period 2023
Rank 396 333 418
Rank change year-on-year -63 +85 -33
Contract jobs citing R 168 240 229
As % of all contract jobs in the UK 0.51% 0.64% 0.48%
As % of the Programming Languages category 1.55% 1.99% 1.51%
Number of daily rates quoted 93 131 155
10th Percentile £310 £300 £323
25th Percentile £413 £346 £400
Median daily rate (50th Percentile) £500 £475 £525
Median % change year-on-year +5.26% -9.52% -11.76%
75th Percentile £600 £600 £655
90th Percentile £688 £663 £770
UK excluding London median daily rate £505 £500 £550
% change year-on-year +1.00% -9.09% +11.11%
Number of hourly rates quoted 6 17 13
10th Percentile £24.55 £20.07 £26.80
25th Percentile £27.19 £20.12 £35.00
Median hourly rate £31.25 £21.50 £47.50
Median % change year-on-year +45.35% -54.74% +77.57%
75th Percentile £37.50 £23.75 £63.75
90th Percentile £51.25 £50.75 £69.00
UK excluding London median hourly rate £30.00 £20.24 £55.00
% change year-on-year +48.26% -63.21% +144.28%

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 10,843 12,068 15,145
As % of all contract IT jobs advertised in the UK 32.65% 32.05% 31.76%
Number of daily rates quoted 7,116 7,897 10,808
10th Percentile £345 £350 £363
25th Percentile £413 £425 £442
Median daily rate (50th Percentile) £505 £525 £550
Median % change year-on-year -3.79% -4.55% -2.65%
75th Percentile £623 £649 £664
90th Percentile £733 £770 £775
UK excluding London median daily rate £475 £490 £500
% change year-on-year -3.06% -2.00% -2.44%
Number of hourly rates quoted 297 323 443
10th Percentile £29.00 £25.99 £34.40
25th Percentile £41.25 £42.87 £48.31
Median hourly rate £55.00 £65.00 £62.50
Median % change year-on-year -15.38% +4.00% +4.17%
75th Percentile £67.25 £70.00 £70.00
90th Percentile £78.00 £75.00 £79.35
UK excluding London median hourly rate £65.00 £65.00 £65.00
% change year-on-year - - +4.00%

R
Job Vacancy Trend

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

R job vacancy trend in the UK

R
Daily Rate Trend

Contractor daily rate distribution trend for jobs in the UK citing R.

Contractor daily rate distribution trend for jobs in the UK citing R

R
Daily Rate Histogram

Daily rate distribution for jobs citing R over the 6 months to 15 October 2025.

Daily rate histogram for R in the UK

R
Hourly Rate Trend

Contractor hourly rate distribution trend for jobs in the UK citing R.

Contractor hourly rate distribution trend for jobs in the UK citing R

R
Hourly Rate Histogram

Hourly rate distribution of jobs citing R over the 6 months to 15 October 2025.

Hourly rate histogram for R in the UK

R
Top 15 Contract Job 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 15 October 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 -35 148 £500 +7.53% 522
London -20 78 £518 +9.05% 216
UK excluding London -43 68 £505 +1.00% 435
Work from Home +26 64 £550 +15.79% 150
South East +10 22 £525 +2.44% 129
East of England +6 16 £575 - 53
North of England -23 10 £400 +9.44% 100
Midlands -29 9 £550 +52.78% 65
North West -11 8 £270 -24.16% 60
Wales -3 6 £376 -31.59% 28
East Midlands -13 4 - - 27
West Midlands -21 4 £575 -6.05% 38
Scotland -3 3 £550 -12.00% 26
South West -4 2 £806 +11.21% 32
Yorkshire -17 2 £469 +1.35% 28

R
Co-Occurring Skills & Capabilities 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 22 (13.10%) Apache Spark
2 15 (8.93%) SAS
3 5 (2.98%) Apache Airflow
4 4 (2.38%) Confluence
4 4 (2.38%) Jupyter
5 3 (1.79%) Apache
5 3 (1.79%) SharePoint
6 2 (1.19%) Luigi
7 1 (0.60%) ArcGIS
Applications
1 19 (11.31%) Microsoft Excel
2 11 (6.55%) Microsoft PowerPoint
3 8 (4.76%) Microsoft Office
4 1 (0.60%) Chatbot
4 1 (0.60%) ProjectWise
4 1 (0.60%) SPSS
4 1 (0.60%) Stata
Business Applications
1 2 (1.19%) Distributed Ledger
2 1 (0.60%) NEC Housing
2 1 (0.60%) Oracle BPM
2 1 (0.60%) Oracle Procure-to-Pay
2 1 (0.60%) SAP ERP
2 1 (0.60%) Workday HCM
Cloud Services
1 56 (33.33%) Azure
2 50 (29.76%) Power Platform
3 30 (17.86%) AWS
4 18 (10.71%) GCP
5 11 (6.55%) Azure Synapse Analytics
6 7 (4.17%) Azure Machine Learning
6 7 (4.17%) Snowflake
7 6 (3.57%) Azure Data Factory
8 5 (2.98%) Azure AKS
9 4 (2.38%) GitHub
10 3 (1.79%) Azure DevOps
10 3 (1.79%) Google Analytics
11 2 (1.19%) Adobe Analytics
11 2 (1.19%) Amazon EC2
11 2 (1.19%) Amazon S3
11 2 (1.19%) Amazon SageMaker
11 2 (1.19%) AWS Lambda
11 2 (1.19%) Cloud Computing
11 2 (1.19%) dbt
11 2 (1.19%) Serverless
Database & Business Intelligence
1 50 (29.76%) Power BI
2 40 (23.81%) Tableau
3 18 (10.71%) Big Data
4 16 (9.52%) Data Lake
5 14 (8.33%) Hadoop
6 13 (7.74%) Data Warehouse
7 9 (5.36%) Data Mining
7 9 (5.36%) NoSQL
8 6 (3.57%) Looker
9 5 (2.98%) Amazon Redshift
10 4 (2.38%) Metadata
10 4 (2.38%) Spotfire
10 4 (2.38%) SQL Server
11 3 (1.79%) Amazon QuickSight
11 3 (1.79%) Impala
11 3 (1.79%) Mixpanel
11 3 (1.79%) MongoDB
11 3 (1.79%) PostgreSQL
11 3 (1.79%) Relational Database
12 2 (1.19%) Oracle Database
Development Applications
1 7 (4.17%) Git
2 4 (2.38%) Jenkins
2 4 (2.38%) JIRA
2 4 (2.38%) MLflow
3 2 (1.19%) GoCD
3 2 (1.19%) SonarQube
3 2 (1.19%) Sonatype Nexus
3 2 (1.19%) TeamCity
4 1 (0.60%) Eclipse
4 1 (0.60%) GitLab
4 1 (0.60%) Maven
4 1 (0.60%) RStudio
4 1 (0.60%) SQL Server Management Studio (SSMS)
General
1 56 (33.33%) Analytical Skills
2 55 (32.74%) Social Skills
3 38 (22.62%) Finance
4 25 (14.88%) Marketing
5 16 (9.52%) Pharmaceutical
6 12 (7.14%) Public Sector
7 11 (6.55%) Banking
8 7 (4.17%) Legal
9 6 (3.57%) Documentation Skills
9 6 (3.57%) Manufacturing
9 6 (3.57%) Organisational Skills
10 5 (2.98%) Local Government
10 5 (2.98%) Presentation Skills
11 3 (1.79%) Police
11 3 (1.79%) Retail
12 2 (1.19%) Corporate Banking
12 2 (1.19%) Digital Health
12 2 (1.19%) Investment Banking
12 2 (1.19%) Publishing
12 2 (1.19%) Retail Banking
Job Titles
1 50 (29.76%) Data Scientist
2 32 (19.05%) Analyst
3 21 (12.50%) Data Analyst
4 18 (10.71%) Senior
5 16 (9.52%) Developer
6 14 (8.33%) Architect
7 12 (7.14%) Data Engineer
8 9 (5.36%) Senior Data Scientist
9 7 (4.17%) Artificial Intelligence Architect
9 7 (4.17%) Lead
10 6 (3.57%) Business Analyst
10 6 (3.57%) Software Engineer
11 5 (2.98%) Artificial Intelligence Developer
11 5 (2.98%) Data Science Developer
11 5 (2.98%) Security Architect
11 5 (2.98%) Solutions Architect
12 4 (2.38%) Consultant
12 4 (2.38%) Machine Learning Engineer
12 4 (2.38%) Power BI Developer
12 4 (2.38%) Python Engineer
Libraries, Frameworks & Software Standards
1 23 (13.69%) TensorFlow
2 20 (11.90%) PyTorch
3 18 (10.71%) Pandas
3 18 (10.71%) scikit-learn
4 5 (2.98%) Kafka
4 5 (2.98%) Matplotlib
4 5 (2.98%) Seaborn
5 4 (2.38%) Google JAX
5 4 (2.38%) Hugging Face
5 4 (2.38%) JAX
5 4 (2.38%) NumPy
6 3 (1.79%) FHIR
6 3 (1.79%) Keras
7 2 (1.19%) ATL
7 2 (1.19%) REST
8 1 (0.60%) Gherkin
8 1 (0.60%) JSON
8 1 (0.60%) ODBC
8 1 (0.60%) SQLAlchemy
8 1 (0.60%) Unity (Game Engine)
Miscellaneous
1 22 (13.10%) Algorithms
2 8 (4.76%) Multi-touch
3 7 (4.17%) Credit Risk
4 6 (3.57%) Data Structures
4 6 (3.57%) Self-Motivation
5 4 (2.38%) Analytical Mindset
5 4 (2.38%) NHS
6 3 (1.79%) Cloud Native
6 3 (1.79%) Genomics
6 3 (1.79%) Product Ownership
6 3 (1.79%) Smart Meter
7 2 (1.19%) Greenfield Project
7 2 (1.19%) Life Science
7 2 (1.19%) Management Information System
7 2 (1.19%) Mobile App
7 2 (1.19%) Security Posture
7 2 (1.19%) Social Media
7 2 (1.19%) Video\Live Streaming
7 2 (1.19%) Virtual Reality
7 2 (1.19%) Virtual Team
Operating Systems
1 7 (4.17%) Linux
2 2 (1.19%) VMS
3 1 (0.60%) Windows
Processes & Methodologies
1 87 (51.79%) Data Science
2 76 (45.24%) Machine Learning
3 64 (38.10%) Analytics
4 60 (35.71%) Business Intelligence
5 50 (29.76%) Visualisation
6 47 (27.98%) Data Analysis
7 40 (23.81%) Statistical Modelling
8 38 (22.62%) Data Modelling
9 37 (22.02%) Problem-Solving
10 32 (19.05%) AI
10 32 (19.05%) Decision-Making
11 31 (18.45%) Actionable Insight
12 30 (17.86%) Data Visualisation
13 28 (16.67%) Statistics
14 26 (15.48%) Validation
15 25 (14.88%) Computer Science
16 24 (14.29%) Agile
17 23 (13.69%) Data Governance
17 23 (13.69%) Mathematics
18 19 (11.31%) CI/CD
Programming Languages
1 155 (92.26%) Python
2 108 (64.29%) SQL
3 17 (10.12%) Java
4 12 (7.14%) C++
5 11 (6.55%) MATLAB
6 6 (3.57%) Scala
7 4 (2.38%) C
7 4 (2.38%) Data Analysis Expressions
7 4 (2.38%) PL/SQL
8 3 (1.79%) Go
9 2 (1.19%) Bash
9 2 (1.19%) Rust
9 2 (1.19%) VBA
10 1 (0.60%) Fortran
10 1 (0.60%) Korn
10 1 (0.60%) PowerShell
Qualifications
1 41 (24.40%) Degree
2 16 (9.52%) Security Cleared
3 14 (8.33%) Master's Degree
3 14 (8.33%) PhD
4 10 (5.95%) SC Cleared
5 8 (4.76%) Computer Science Degree
6 6 (3.57%) BPSS Clearance
7 2 (1.19%) Tableau Certification
8 1 (0.60%) ACCA
8 1 (0.60%) CFA
8 1 (0.60%) GIAC
8 1 (0.60%) Postgraduate
Quality Assurance & Compliance
1 28 (16.67%) Data Quality
2 7 (4.17%) GDPR
3 6 (3.57%) QA
4 5 (2.98%) Accessibility
4 5 (2.98%) EU AI Act
5 4 (2.38%) ISO/IEC 27001
6 3 (1.79%) NIST
7 2 (1.19%) DICOM
8 1 (0.60%) Actionable Recommendations
8 1 (0.60%) HL7
8 1 (0.60%) IFRS
8 1 (0.60%) IFRS 9
8 1 (0.60%) LOINC
8 1 (0.60%) SNOMED CT
System Software
1 11 (6.55%) Docker
2 3 (1.79%) Slurm Workload Manager
3 1 (0.60%) Lustre
Systems Management
1 14 (8.33%) Kubernetes
2 2 (1.19%) Ansible
2 2 (1.19%) rkt
3 1 (0.60%) Packer
3 1 (0.60%) Progress Chef
3 1 (0.60%) Terraform
Vendors
1 21 (12.50%) Microsoft
2 16 (9.52%) Databricks
3 9 (5.36%) Google
4 8 (4.76%) Oracle
5 4 (2.38%) SAP
5 4 (2.38%) TIBCO
6 3 (1.79%) Amplitude
6 3 (1.79%) OpenAI
6 3 (1.79%) Splunk
7 2 (1.19%) Adobe
7 2 (1.19%) Bloomberg
7 2 (1.19%) Cognos
7 2 (1.19%) Dynatrace
7 2 (1.19%) Pega
7 2 (1.19%) Refinitiv
8 1 (0.60%) Autodesk
8 1 (0.60%) ESRI
8 1 (0.60%) NEC
8 1 (0.60%) Software AG
8 1 (0.60%) webMethods