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

6 months to
15 Oct 2026
Same period 2025 Same period 2024
Rank 541 396 333
Rank change year-on-year -145 -63 +85
Contract jobs citing R 157 168 240
As % of all contract jobs in the UK 0.28% 0.51% 0.64%
As % of the Programming Languages category 1.08% 1.55% 1.99%
Number of daily rates quoted 99 93 131
10th Percentile £259 £310 £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 £606 £600 £600
90th Percentile £663 £688 £663
UK excluding London median daily rate £437 £505 £500
% change year-on-year -13.47% +1.00% -9.09%
Number of hourly rates quoted 3 6 17
10th Percentile £29.70 £24.55 £20.07
25th Percentile £37.88 £27.19 £20.12
Median hourly rate £53.00 £31.25 £21.50
Median % change year-on-year +69.60% +45.35% -54.74%
75th Percentile £62.25 £37.50 £23.75
90th Percentile £66.90 £51.25 £50.75
UK excluding London median hourly rate £61.50 £30.00 £20.24
% change year-on-year +105.00% +48.26% -63.21%

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 14,548 10,843 12,068
As % of all contract IT jobs advertised in the UK 26.31% 32.65% 32.05%
Number of daily rates quoted 9,448 7,116 7,897
10th Percentile £363 £345 £350
25th Percentile £425 £413 £425
Median daily rate (50th Percentile) £525 £505 £525
Median % change year-on-year +3.93% -3.79% -4.55%
75th Percentile £625 £623 £649
90th Percentile £725 £733 £770
UK excluding London median daily rate £500 £475 £490
% change year-on-year +5.26% -3.06% -2.00%
Number of hourly rates quoted 566 297 323
10th Percentile £21.25 £29.00 £25.99
25th Percentile £44.50 £41.25 £42.87
Median hourly rate £65.00 £55.00 £65.00
Median % change year-on-year +18.18% -15.38% +4.00%
75th Percentile £70.00 £67.25 £70.00
90th Percentile £78.88 £78.00 £75.00
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 15 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
Hourly Rate Histogram

Hourly rate distribution of jobs citing R over the 6 months to 15 October 2026.

Hourly rate histogram for R in the UK

R
Top 16 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 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 -140 134 £500 - 93
London -69 91 £525 +1.35% 29
UK excluding London -115 50 £437 -13.47% 77
Work from Home -93 45 £563 +2.27% 41
South East -78 11 £500 -4.76% 19
Midlands -48 8 £450 -18.18% 11
North of England -73 8 £425 +6.25% 25
Scotland -19 6 £194 -64.66% 3
South West -33 6 £475 -41.09% 11
Yorkshire -36 6 £425 -9.33% 8
East of England -37 6 £413 -28.26% 7
West Midlands -42 5 £451 -21.65% 4
East Midlands -12 3 £252 - 7
Wales -15 3 £401 +6.64% 2
North West -55 2 £525 +94.44% 10
Northern Ireland - 2 £363 - 1

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 9 (5.73%) Apache Spark
2 6 (3.82%) SAS
3 4 (2.55%) Confluence
4 3 (1.91%) Apache
5 2 (1.27%) Apache Airflow
5 2 (1.27%) Jupyter
5 2 (1.27%) SharePoint
6 1 (0.64%) Microsoft Exchange
6 1 (0.64%) nginx
Applications
1 28 (17.83%) Microsoft Excel
2 3 (1.91%) Microsoft PowerPoint
3 2 (1.27%) SPSS
4 1 (0.64%) CPLEX
4 1 (0.64%) Microsoft Office
4 1 (0.64%) Spreadsheet
Business Applications
1 1 (0.64%) Monis
Cloud Services
1 47 (29.94%) Power Platform
2 35 (22.29%) AWS
2 35 (22.29%) Azure
3 20 (12.74%) GCP
4 13 (8.28%) Snowflake
5 12 (7.64%) GitHub
6 9 (5.73%) SaaS
7 6 (3.82%) Azure Databricks
8 5 (3.18%) Azure DevOps
8 5 (3.18%) Serverless
9 4 (2.55%) dbt
10 3 (1.91%) Amazon S3
10 3 (1.91%) Azure Synapse Analytics
10 3 (1.91%) Google Analytics
10 3 (1.91%) Microsoft 365
11 2 (1.27%) Amazon EKS
11 2 (1.27%) AWS CloudFormation
11 2 (1.27%) Azure Data Factory
11 2 (1.27%) Dagster
11 2 (1.27%) GitHub Actions
Communications & Networking
1 2 (1.27%) DSL
2 1 (0.64%) Broadband
2 1 (0.64%) Cisco IOS
2 1 (0.64%) DNS
2 1 (0.64%) HTTPS
2 1 (0.64%) Reverse Proxy
2 1 (0.64%) SSL
2 1 (0.64%) VPN
Database & Business Intelligence
1 46 (29.30%) Power BI
2 37 (23.57%) Tableau
3 13 (8.28%) Data Warehouse
4 10 (6.37%) Big Data
4 10 (6.37%) BigQuery
5 8 (5.10%) Relational Database
6 7 (4.46%) Looker
7 5 (3.18%) Delta Lake
7 5 (3.18%) Power Query
8 4 (2.55%) Data Lake
8 4 (2.55%) Metadata
9 3 (1.91%) Hadoop
9 3 (1.91%) PostgreSQL
9 3 (1.91%) SQL Server
9 3 (1.91%) SQLPlus
10 2 (1.27%) Apache Hive
10 2 (1.27%) Data Mining
10 2 (1.27%) MongoDB
10 2 (1.27%) NoSQL
10 2 (1.27%) RDBMS
Development Applications
1 16 (10.19%) Git
2 7 (4.46%) GitLab
3 6 (3.82%) RStudio
4 4 (2.55%) JIRA
5 3 (1.91%) Jenkins
6 2 (1.27%) Cucumber
6 2 (1.27%) Gatling
6 2 (1.27%) JUnit
6 2 (1.27%) Selenium
7 1 (0.64%) Maven
7 1 (0.64%) Sonatype Nexus
General
1 66 (42.04%) Analytical Skills
2 38 (24.20%) Social Skills
3 34 (21.66%) Public Sector
4 26 (16.56%) Finance
5 12 (7.64%) Marketing
6 11 (7.01%) Banking
7 10 (6.37%) Retail
8 9 (5.73%) Pharmaceutical
9 7 (4.46%) Billing
9 7 (4.46%) Military
10 5 (3.18%) Inclusion and Diversity
10 5 (3.18%) Presentation Skills
11 4 (2.55%) Influencing Skills
11 4 (2.55%) Telecoms
12 3 (1.91%) Advertising
12 3 (1.91%) Front Office
12 3 (1.91%) Publishing
13 2 (1.27%) Manufacturing
13 2 (1.27%) Organisational Skills
13 2 (1.27%) Police
Job Titles
1 56 (35.67%) Analyst
2 43 (27.39%) Data Analyst
3 20 (12.74%) Data Scientist
4 17 (10.83%) Data Engineer
4 17 (10.83%) Lead
5 16 (10.19%) Senior
6 11 (7.01%) Architect
7 10 (6.37%) SQL Analyst
8 7 (4.46%) SQL Data Analyst
9 6 (3.82%) Software Engineer
9 6 (3.82%) Technical Analyst
10 5 (3.18%) Data Architect
10 5 (3.18%) Developer
10 5 (3.18%) Senior Data Scientist
11 4 (2.55%) Cloud Platform Engineer
11 4 (2.55%) Data Science Leader
11 4 (2.55%) Insight Manager
11 4 (2.55%) Lead Data Engineer
11 4 (2.55%) Platform Architect
11 4 (2.55%) Platform Engineer
Libraries, Frameworks & Software Standards
1 7 (4.46%) PySpark
1 7 (4.46%) Terraform
2 6 (3.82%) REST
2 6 (3.82%) XML
3 5 (3.18%) PyTorch
3 5 (3.18%) TensorFlow
4 4 (2.55%) .NET
4 4 (2.55%) React
5 3 (1.91%) JSON
5 3 (1.91%) Pandas
5 3 (1.91%) YAML
6 2 (1.27%) AngularJS
6 2 (1.27%) Bootstrap
6 2 (1.27%) FastAPI
6 2 (1.27%) JWT
6 2 (1.27%) Model Context Protocol
6 2 (1.27%) OpenTelemetry
6 2 (1.27%) Playwright
6 2 (1.27%) pytest
6 2 (1.27%) WebSockets
Miscellaneous
1 12 (7.64%) Onboarding
2 9 (5.73%) Algorithms
3 8 (5.10%) Data Structures
4 5 (3.18%) CRISPR
4 5 (3.18%) Legacy Systems
4 5 (3.18%) Social Media
5 4 (2.55%) AI Agents
5 4 (2.55%) Cloud Native
6 3 (1.91%) Analytical Mindset
6 3 (1.91%) BYOD
6 3 (1.91%) Taxonomies
7 2 (1.27%) Credit Risk
7 2 (1.27%) Data Protection Act
7 2 (1.27%) Fixed Income
7 2 (1.27%) Genomics
7 2 (1.27%) Legacy Applications
7 2 (1.27%) Life Science
7 2 (1.27%) NHS
7 2 (1.27%) Omics
7 2 (1.27%) Reinsurance
Operating Systems
1 3 (1.91%) Linux
2 2 (1.27%) Windows
3 1 (0.64%) Amazon Linux
3 1 (0.64%) Red Hat Enterprise Linux
3 1 (0.64%) Ubuntu
3 1 (0.64%) Unix
Processes & Methodologies
1 64 (40.76%) Analytics
2 55 (35.03%) Data Science
3 50 (31.85%) Business Intelligence
4 47 (29.94%) Visualisation
5 44 (28.03%) Decision-Making
6 40 (25.48%) Actionable Insight
7 38 (24.20%) AI
8 36 (22.93%) Data Pipeline
9 34 (21.66%) Machine Learning
10 30 (19.11%) Stakeholder Management
10 30 (19.11%) Statistical Analysis
11 29 (18.47%) Validation
12 27 (17.20%) Agile
13 25 (15.92%) Data Visualisation
13 25 (15.92%) Problem-Solving
13 25 (15.92%) Statistical Modelling
14 23 (14.65%) Data Analysis
14 23 (14.65%) Data Engineering
14 23 (14.65%) ETL
14 23 (14.65%) Mathematics
Programming Languages
1 134 (85.35%) Python
2 79 (50.32%) SQL
3 10 (6.37%) Java
4 9 (5.73%) C++
5 5 (3.18%) JavaScript
6 4 (2.55%) C#
6 4 (2.55%) Scala
7 3 (1.91%) 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 (0.64%) C
9 1 (0.64%) Embedded C
9 1 (0.64%) MATLAB
9 1 (0.64%) Shell Script
9 1 (0.64%) T-SQL
9 1 (0.64%) VB
9 1 (0.64%) VBA
Qualifications
1 24 (15.29%) Security Cleared
2 23 (14.65%) Degree
3 17 (10.83%) SC Cleared
4 8 (5.10%) BPSS Clearance
5 4 (2.55%) Master's Degree
6 3 (1.91%) PhD
7 2 (1.27%) Computer Science Degree
7 2 (1.27%) Microsoft Certified Professional
8 1 (0.64%) DV Cleared
8 1 (0.64%) Numerate Degree
Quality Assurance & Compliance
1 31 (19.75%) Data Quality
2 14 (8.92%) QA
3 6 (3.82%) Actionable Recommendations
4 5 (3.18%) SLA
5 4 (2.55%) Accessibility
6 3 (1.91%) GDPR
7 2 (1.27%) California Consumer Privacy Act
7 2 (1.27%) Disclosure Scotland
7 2 (1.27%) IFRS
7 2 (1.27%) IFRS 17
7 2 (1.27%) Sarbanes-Oxley
7 2 (1.27%) WCAG
8 1 (0.64%) CDISC
8 1 (0.64%) IEC 62304
System Software
1 5 (3.18%) Docker
2 1 (0.64%) Active Directory
Systems Management
1 7 (4.46%) Kubernetes
2 3 (1.91%) Grafana
3 2 (1.27%) Ansible
3 2 (1.27%) Argo
4 1 (0.64%) Microsoft Intune
4 1 (0.64%) Prometheus
4 1 (0.64%) Single Sign-On
4 1 (0.64%) systemd
Vendors
1 21 (13.38%) Databricks
2 18 (11.46%) Microsoft
3 10 (6.37%) Google
4 4 (2.55%) Oracle
5 3 (1.91%) 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 (0.64%) Alteryx
7 1 (0.64%) Apple
7 1 (0.64%) Bloomberg
7 1 (0.64%) Cisco
7 1 (0.64%) Pega
7 1 (0.64%) Red Hat
7 1 (0.64%) Reuters
7 1 (0.64%) Riverbed
7 1 (0.64%) SAP