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 1 October 2026, with comparisons to the same periods in the previous two years.

6 months to
1 Oct 2026
Same period 2025 Same period 2024
Rank 527 377 339
Rank change year-on-year -150 -38 +76
Contract jobs citing R 158 185 237
As % of all contract jobs in the UK 0.29% 0.56% 0.63%
As % of the Programming Languages category 1.10% 1.69% 1.95%
Number of daily rates quoted 104 104 131
10th Percentile £259 £315 £300
25th Percentile £406 £413 £346
Median daily rate (50th Percentile) £500 £500 £475
Median % change year-on-year - +5.26% -9.52%
75th Percentile £603 £600 £600
90th Percentile £660 £688 £663
UK excluding London median daily rate £431 £525 £450
% change year-on-year -17.90% +16.67% -18.18%
Number of hourly rates quoted 1 6 17
10th Percentile - £24.55 £20.07
25th Percentile - £27.19 £20.12
Median hourly rate £24.25 £31.25 £21.50
Median % change year-on-year -22.40% +45.35% -54.74%
75th Percentile - £37.50 £23.75
90th Percentile - £51.25 £50.75
UK excluding London median hourly rate - £30.00 £20.24
% change year-on-year - +48.26% -66.28%

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 14,340 10,935 12,154
As % of all contract IT jobs advertised in the UK 26.12% 33.08% 32.13%
Number of daily rates quoted 9,314 7,202 8,050
10th Percentile £363 £344 £350
25th Percentile £425 £413 £425
Median daily rate (50th Percentile) £525 £508 £525
Median % change year-on-year +3.45% -3.33% -4.55%
75th Percentile £625 £625 £650
90th Percentile £725 £738 £775
UK excluding London median daily rate £500 £475 £490
% change year-on-year +5.26% -3.06% -2.00%
Number of hourly rates quoted 546 298 333
10th Percentile £24.00 £29.00 £26.40
25th Percentile £46.25 £40.31 £46.18
Median hourly rate £65.00 £55.00 £65.00
Median % change year-on-year +18.18% -15.38% +3.59%
75th Percentile £70.00 £67.00 £70.00
90th Percentile £80.00 £75.00 £78.50
UK excluding London median hourly rate £65.00 £65.00 £65.00

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 1 October 2026.

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
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 1 October 2026. 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 -126 137 £490 -2.00% 707
London -76 94 £525 +5.00% 387
UK excluding London -124 49 £431 -17.90% 372
Work from Home -92 46 £563 +12.50% 277
South East -68 11 £500 -2.44% 107
South West -30 8 £463 -46.53% 24
Midlands -52 8 £450 -18.18% 58
Yorkshire -36 6 £425 -9.33% 28
East of England -42 6 £413 -28.26% 44
North of England -76 6 £425 +26.87% 85
Scotland -19 5 £194 -64.66% 28
West Midlands -39 5 £451 -18.09% 35
East Midlands -16 3 £252 - 23
Wales -17 3 £401 +6.64% 14
Northern Ireland +8 2 £363 +3.57% 16

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 11 (6.96%) Apache Spark
2 3 (1.90%) Apache
2 3 (1.90%) Confluence
2 3 (1.90%) Jupyter
3 2 (1.27%) Apache Airflow
3 2 (1.27%) SAS
3 2 (1.27%) SharePoint
4 1 (0.63%) Microsoft Exchange
4 1 (0.63%) nginx
Applications
1 28 (17.72%) Microsoft Excel
2 1 (0.63%) CPLEX
2 1 (0.63%) Microsoft Office
2 1 (0.63%) Microsoft PowerPoint
2 1 (0.63%) Spreadsheet
2 1 (0.63%) SPSS
Business Applications
1 1 (0.63%) Monis
Cloud Services
1 49 (31.01%) Power Platform
2 37 (23.42%) Azure
3 36 (22.78%) AWS
4 21 (13.29%) GCP
5 13 (8.23%) Snowflake
6 11 (6.96%) GitHub
7 9 (5.70%) SaaS
8 7 (4.43%) Serverless
9 6 (3.80%) Azure Databricks
10 5 (3.16%) Azure DevOps
11 4 (2.53%) Amazon S3
11 4 (2.53%) dbt
12 3 (1.90%) Azure Synapse Analytics
12 3 (1.90%) Google Analytics
12 3 (1.90%) Microsoft 365
13 2 (1.27%) Amazon EKS
13 2 (1.27%) AWS CloudFormation
13 2 (1.27%) Azure Data Factory
13 2 (1.27%) Cloud Functions
13 2 (1.27%) GitHub Actions
Communications & Networking
1 2 (1.27%) DSL
2 1 (0.63%) Broadband
2 1 (0.63%) Cisco IOS
2 1 (0.63%) DNS
2 1 (0.63%) HTTPS
2 1 (0.63%) Reverse Proxy
2 1 (0.63%) SSL
2 1 (0.63%) VPN
Database & Business Intelligence
1 48 (30.38%) Power BI
2 39 (24.68%) Tableau
3 13 (8.23%) Data Warehouse
4 11 (6.96%) BigQuery
5 10 (6.33%) Big Data
6 9 (5.70%) Relational Database
7 7 (4.43%) Looker
8 6 (3.80%) Power Query
9 5 (3.16%) Delta Lake
10 4 (2.53%) Data Lake
11 3 (1.90%) Apache Hive
11 3 (1.90%) Hadoop
11 3 (1.90%) Metadata
11 3 (1.90%) NoSQL
11 3 (1.90%) PostgreSQL
11 3 (1.90%) RDBMS
11 3 (1.90%) SQL Server
11 3 (1.90%) SQLPlus
12 2 (1.27%) MongoDB
12 2 (1.27%) PowerPivot
Development Applications
1 14 (8.86%) Git
2 7 (4.43%) GitLab
3 6 (3.80%) RStudio
4 3 (1.90%) Jenkins
4 3 (1.90%) JIRA
5 2 (1.27%) Cucumber
5 2 (1.27%) Gatling
5 2 (1.27%) JUnit
5 2 (1.27%) Selenium
6 1 (0.63%) Maven
6 1 (0.63%) Sonatype Nexus
General
1 65 (41.14%) Analytical Skills
2 37 (23.42%) Social Skills
3 32 (20.25%) Public Sector
4 27 (17.09%) Finance
5 12 (7.59%) Marketing
6 11 (6.96%) Banking
7 10 (6.33%) Retail
8 7 (4.43%) Billing
9 6 (3.80%) Military
9 6 (3.80%) Pharmaceutical
10 5 (3.16%) Presentation Skills
10 5 (3.16%) Telecoms
11 4 (2.53%) Front Office
11 4 (2.53%) Inclusion and Diversity
11 4 (2.53%) Influencing Skills
12 3 (1.90%) Advertising
12 3 (1.90%) Publishing
13 2 (1.27%) Manufacturing
13 2 (1.27%) Organisational Skills
13 2 (1.27%) Police
Job Titles
1 54 (34.18%) Analyst
2 40 (25.32%) Data Analyst
3 23 (14.56%) Data Scientist
4 17 (10.76%) Data Engineer
5 16 (10.13%) Lead
6 15 (9.49%) Senior
7 11 (6.96%) Architect
8 10 (6.33%) SQL Analyst
9 7 (4.43%) SQL Data Analyst
9 7 (4.43%) Technical Analyst
10 6 (3.80%) Developer
10 6 (3.80%) Software Engineer
11 5 (3.16%) Consultant
11 5 (3.16%) Data Architect
11 5 (3.16%) Senior Analyst
11 5 (3.16%) Senior Data Scientist
12 4 (2.53%) Cloud Platform Engineer
12 4 (2.53%) Data Science Leader
12 4 (2.53%) Lead Data Engineer
12 4 (2.53%) Lead Data Scientist
Libraries, Frameworks & Software Standards
1 9 (5.70%) Terraform
2 7 (4.43%) PySpark
3 6 (3.80%) REST
3 6 (3.80%) XML
4 5 (3.16%) PyTorch
4 5 (3.16%) TensorFlow
5 4 (2.53%) .NET
5 4 (2.53%) React
6 3 (1.90%) JSON
6 3 (1.90%) Pandas
6 3 (1.90%) YAML
7 2 (1.27%) AngularJS
7 2 (1.27%) Apache Avro
7 2 (1.27%) Apache Beam
7 2 (1.27%) Bootstrap
7 2 (1.27%) NumPy
7 2 (1.27%) OLE
7 2 (1.27%) pytest
7 2 (1.27%) RabbitMQ
7 2 (1.27%) WebSockets
Miscellaneous
1 12 (7.59%) Onboarding
2 8 (5.06%) Algorithms
2 8 (5.06%) Data Structures
3 6 (3.80%) CRISPR
3 6 (3.80%) Legacy Systems
4 5 (3.16%) Social Media
5 4 (2.53%) Cloud Native
6 3 (1.90%) AI Agents
6 3 (1.90%) Analytical Mindset
6 3 (1.90%) BYOD
6 3 (1.90%) Data Protection Act
6 3 (1.90%) Product Ownership
6 3 (1.90%) Taxonomies
7 2 (1.27%) Credit Risk
7 2 (1.27%) Fixed Income
7 2 (1.27%) Genomics
7 2 (1.27%) Legacy Applications
7 2 (1.27%) NHS
7 2 (1.27%) Omics
7 2 (1.27%) Reinsurance
Operating Systems
1 5 (3.16%) Linux
2 2 (1.27%) Unix
2 2 (1.27%) Windows
3 1 (0.63%) Amazon Linux
3 1 (0.63%) Red Hat Enterprise Linux
3 1 (0.63%) Ubuntu
Processes & Methodologies
1 66 (41.77%) Analytics
2 57 (36.08%) Data Science
3 51 (32.28%) Business Intelligence
4 48 (30.38%) Visualisation
5 42 (26.58%) Decision-Making
6 40 (25.32%) Data Pipeline
7 36 (22.78%) Actionable Insight
8 35 (22.15%) AI
8 35 (22.15%) Machine Learning
9 30 (18.99%) Stakeholder Management
10 28 (17.72%) Agile
10 28 (17.72%) Validation
11 27 (17.09%) Data Visualisation
11 27 (17.09%) Statistical Analysis
12 25 (15.82%) Problem-Solving
13 24 (15.19%) Data Engineering
13 24 (15.19%) Statistical Modelling
14 23 (14.56%) Data Analysis
14 23 (14.56%) ETL
14 23 (14.56%) Mathematics
Programming Languages
1 135 (85.44%) Python
2 82 (51.90%) SQL
3 11 (6.96%) Java
4 10 (6.33%) C++
5 6 (3.80%) C#
6 5 (3.16%) JavaScript
6 5 (3.16%) Scala
7 4 (2.53%) Data Analysis Expressions
8 2 (1.27%) Bash
8 2 (1.27%) Cypher
8 2 (1.27%) PowerShell
8 2 (1.27%) SHACL
8 2 (1.27%) TypeScript
9 1 (0.63%) MATLAB
9 1 (0.63%) Shell Script
9 1 (0.63%) T-SQL
9 1 (0.63%) VB
Qualifications
1 27 (17.09%) Security Cleared
2 23 (14.56%) Degree
3 20 (12.66%) SC Cleared
4 8 (5.06%) BPSS Clearance
5 4 (2.53%) PhD
6 3 (1.90%) Master's Degree
7 2 (1.27%) Computer Science Degree
7 2 (1.27%) Microsoft Certified Professional
Quality Assurance & Compliance
1 27 (17.09%) Data Quality
2 13 (8.23%) QA
3 5 (3.16%) SLA
4 4 (2.53%) Accessibility
4 4 (2.53%) Actionable Recommendations
5 3 (1.90%) GDPR
6 2 (1.27%) California Consumer Privacy Act
6 2 (1.27%) Disclosure Scotland
6 2 (1.27%) IFRS
6 2 (1.27%) IFRS 17
6 2 (1.27%) Sarbanes-Oxley
6 2 (1.27%) WCAG
System Software
1 5 (3.16%) Docker
2 1 (0.63%) Active Directory
Systems Management
1 7 (4.43%) Kubernetes
2 3 (1.90%) Grafana
3 2 (1.27%) Ansible
3 2 (1.27%) Argo
4 1 (0.63%) Microsoft Intune
4 1 (0.63%) Prometheus
4 1 (0.63%) Single Sign-On
4 1 (0.63%) systemd
Vendors
1 21 (13.29%) Databricks
2 19 (12.03%) Microsoft
3 11 (6.96%) Google
4 4 (2.53%) Oracle
5 3 (1.90%) FactSet
6 2 (1.27%) Adobe
6 2 (1.27%) Amplitude
6 2 (1.27%) IBM
6 2 (1.27%) OpenAI
6 2 (1.27%) Sonatype
7 1 (0.63%) Alteryx
7 1 (0.63%) Apple
7 1 (0.63%) Bloomberg
7 1 (0.63%) Cisco
7 1 (0.63%) Pega
7 1 (0.63%) Red Hat
7 1 (0.63%) Reuters
7 1 (0.63%) Riverbed