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

6 months to
8 Oct 2026
Same period 2025 Same period 2024
Rank 536 384 332
Rank change year-on-year -152 -52 +81
Contract jobs citing R 155 175 239
As % of all contract jobs in the UK 0.28% 0.53% 0.63%
As % of the Programming Languages category 1.08% 1.61% 1.97%
Number of daily rates quoted 100 98 132
10th Percentile £259 £313 £301
25th Percentile £406 £413 £348
Median daily rate (50th Percentile) £500 £500 £470
Median % change year-on-year - +6.38% -10.48%
75th Percentile £600 £600 £600
90th Percentile £660 £688 £661
UK excluding London median daily rate £444 £513 £438
% change year-on-year -13.46% +17.14% -18.60%
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% -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 14,313 10,852 12,150
As % of all contract IT jobs advertised in the UK 26.24% 32.83% 32.10%
Number of daily rates quoted 9,297 7,126 8,002
10th Percentile £363 £340 £350
25th Percentile £425 £413 £425
Median daily rate (50th Percentile) £525 £505 £525
Median % change year-on-year +3.96% -3.81% -4.55%
75th Percentile £625 £625 £647
90th Percentile £725 £733 £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 554 300 330
10th Percentile £22.15 £29.00 £26.22
25th Percentile £45.00 £40.94 £46.05
Median hourly rate £65.00 £55.00 £65.00
Median % change year-on-year +18.18% -15.38% +3.17%
75th Percentile £70.00 £67.00 £70.00
90th Percentile £81.28 £75.13 £77.63
UK excluding London median hourly rate £65.00 £64.50 £65.00
% change year-on-year +0.78% -0.77% -

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 8 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 8 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 8 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 -120 132 £490 -2.00% 726
London -78 88 £525 +5.00% 399
UK excluding London -124 51 £444 -13.46% 370
Work from Home -97 43 £550 - 261
South East -72 11 £500 -4.76% 104
Midlands -51 8 £450 -18.18% 65
North of England -61 8 £425 +6.25% 89
South West -33 7 £475 -41.09% 19
Scotland -14 6 £194 -64.66% 32
Yorkshire -30 6 £425 -9.33% 26
East of England -47 6 £413 -28.26% 40
West Midlands -44 5 £451 -21.65% 43
Wales -10 3 £401 +6.64% 6
East Midlands -13 3 £252 - 22
North West -49 2 £525 +94.44% 51
Northern Ireland - 2 £363 - 21

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 10 (6.45%) Apache Spark
2 4 (2.58%) Confluence
3 3 (1.94%) Apache
3 3 (1.94%) SAS
4 2 (1.29%) Apache Airflow
4 2 (1.29%) Jupyter
4 2 (1.29%) SharePoint
5 1 (0.65%) Microsoft Exchange
5 1 (0.65%) nginx
Applications
1 28 (18.06%) Microsoft Excel
2 1 (0.65%) CPLEX
2 1 (0.65%) Microsoft Office
2 1 (0.65%) Microsoft PowerPoint
2 1 (0.65%) Spreadsheet
2 1 (0.65%) SPSS
Business Applications
1 1 (0.65%) Monis
Cloud Services
1 47 (30.32%) Power Platform
2 37 (23.87%) Azure
3 35 (22.58%) AWS
4 20 (12.90%) GCP
5 13 (8.39%) Snowflake
6 12 (7.74%) GitHub
7 9 (5.81%) SaaS
8 6 (3.87%) Azure Databricks
8 6 (3.87%) Serverless
9 5 (3.23%) Azure DevOps
10 4 (2.58%) Amazon S3
10 4 (2.58%) dbt
11 3 (1.94%) Azure Synapse Analytics
11 3 (1.94%) Google Analytics
11 3 (1.94%) Microsoft 365
12 2 (1.29%) Amazon EKS
12 2 (1.29%) AWS CloudFormation
12 2 (1.29%) Azure Data Factory
12 2 (1.29%) Dagster
12 2 (1.29%) GitHub Actions
Communications & Networking
1 2 (1.29%) DSL
2 1 (0.65%) Broadband
2 1 (0.65%) Cisco IOS
2 1 (0.65%) DNS
2 1 (0.65%) HTTPS
2 1 (0.65%) Reverse Proxy
2 1 (0.65%) SSL
2 1 (0.65%) VPN
Database & Business Intelligence
1 46 (29.68%) Power BI
2 38 (24.52%) Tableau
3 13 (8.39%) Data Warehouse
4 10 (6.45%) Big Data
4 10 (6.45%) BigQuery
5 8 (5.16%) Relational Database
6 7 (4.52%) Looker
7 5 (3.23%) Delta Lake
7 5 (3.23%) Power Query
8 4 (2.58%) Data Lake
8 4 (2.58%) Metadata
9 3 (1.94%) Hadoop
9 3 (1.94%) PostgreSQL
9 3 (1.94%) SQL Server
9 3 (1.94%) SQLPlus
10 2 (1.29%) Apache Hive
10 2 (1.29%) Data Mining
10 2 (1.29%) MongoDB
10 2 (1.29%) RDBMS
10 2 (1.29%) Snowflake Schema
Development Applications
1 16 (10.32%) Git
2 7 (4.52%) GitLab
3 6 (3.87%) RStudio
4 4 (2.58%) JIRA
5 3 (1.94%) Jenkins
6 2 (1.29%) Cucumber
6 2 (1.29%) Gatling
6 2 (1.29%) JUnit
6 2 (1.29%) Selenium
7 1 (0.65%) Maven
7 1 (0.65%) Sonatype Nexus
General
1 63 (40.65%) Analytical Skills
2 36 (23.23%) Social Skills
3 32 (20.65%) Public Sector
4 26 (16.77%) Finance
5 12 (7.74%) Marketing
6 11 (7.10%) Banking
7 10 (6.45%) Retail
8 7 (4.52%) Billing
9 6 (3.87%) Military
9 6 (3.87%) Pharmaceutical
10 4 (2.58%) Inclusion and Diversity
10 4 (2.58%) Presentation Skills
10 4 (2.58%) Telecoms
11 3 (1.94%) Advertising
11 3 (1.94%) Front Office
11 3 (1.94%) Influencing Skills
11 3 (1.94%) Publishing
12 2 (1.29%) Manufacturing
12 2 (1.29%) Organisational Skills
12 2 (1.29%) Police
Job Titles
1 54 (34.84%) Analyst
2 41 (26.45%) Data Analyst
3 21 (13.55%) Data Scientist
4 18 (11.61%) Data Engineer
5 17 (10.97%) Lead
6 14 (9.03%) Senior
7 11 (7.10%) Architect
8 10 (6.45%) SQL Analyst
9 7 (4.52%) SQL Data Analyst
10 6 (3.87%) Software Engineer
10 6 (3.87%) Technical Analyst
11 5 (3.23%) Data Architect
11 5 (3.23%) Developer
11 5 (3.23%) Senior Data Scientist
12 4 (2.58%) Consultant
12 4 (2.58%) Data Science Leader
12 4 (2.58%) Lead Data Engineer
12 4 (2.58%) Lead Data Scientist
12 4 (2.58%) Platform Architect
12 4 (2.58%) Platform Engineer
Libraries, Frameworks & Software Standards
1 7 (4.52%) PySpark
1 7 (4.52%) Terraform
2 6 (3.87%) REST
2 6 (3.87%) XML
3 5 (3.23%) PyTorch
3 5 (3.23%) TensorFlow
4 4 (2.58%) .NET
4 4 (2.58%) Pandas
4 4 (2.58%) React
5 3 (1.94%) JSON
5 3 (1.94%) YAML
6 2 (1.29%) AngularJS
6 2 (1.29%) Bootstrap
6 2 (1.29%) FastAPI
6 2 (1.29%) JWT
6 2 (1.29%) OLE
6 2 (1.29%) Playwright
6 2 (1.29%) pytest
6 2 (1.29%) RabbitMQ
6 2 (1.29%) WebSockets
Miscellaneous
1 12 (7.74%) Onboarding
2 8 (5.16%) Algorithms
2 8 (5.16%) Data Structures
3 6 (3.87%) Legacy Systems
4 5 (3.23%) CRISPR
4 5 (3.23%) Social Media
5 4 (2.58%) Cloud Native
6 3 (1.94%) AI Agents
6 3 (1.94%) Analytical Mindset
6 3 (1.94%) BYOD
6 3 (1.94%) Taxonomies
7 2 (1.29%) Credit Risk
7 2 (1.29%) Data Protection Act
7 2 (1.29%) Fixed Income
7 2 (1.29%) Genomics
7 2 (1.29%) Legacy Applications
7 2 (1.29%) NHS
7 2 (1.29%) Omics
7 2 (1.29%) Product Ownership
7 2 (1.29%) Reinsurance
Operating Systems
1 4 (2.58%) Linux
2 2 (1.29%) Windows
3 1 (0.65%) Amazon Linux
3 1 (0.65%) Red Hat Enterprise Linux
3 1 (0.65%) Ubuntu
3 1 (0.65%) Unix
Processes & Methodologies
1 63 (40.65%) Analytics
2 54 (34.84%) Data Science
3 49 (31.61%) Business Intelligence
4 47 (30.32%) Visualisation
5 39 (25.16%) Decision-Making
6 37 (23.87%) Data Pipeline
7 36 (23.23%) Actionable Insight
8 35 (22.58%) AI
9 34 (21.94%) Machine Learning
10 29 (18.71%) Stakeholder Management
10 29 (18.71%) Validation
11 27 (17.42%) Agile
11 27 (17.42%) Statistical Analysis
12 25 (16.13%) Data Visualisation
13 24 (15.48%) Data Engineering
13 24 (15.48%) Statistical Modelling
14 23 (14.84%) Data Analysis
14 23 (14.84%) ETL
14 23 (14.84%) Problem-Solving
15 22 (14.19%) Mathematics
Programming Languages
1 132 (85.16%) Python
2 78 (50.32%) SQL
3 10 (6.45%) Java
4 9 (5.81%) C++
5 5 (3.23%) JavaScript
6 4 (2.58%) C#
6 4 (2.58%) Scala
7 3 (1.94%) Data Analysis Expressions
8 2 (1.29%) Bash
8 2 (1.29%) Cypher
8 2 (1.29%) PowerShell
8 2 (1.29%) SHACL
8 2 (1.29%) TypeScript
9 1 (0.65%) C
9 1 (0.65%) Embedded C
9 1 (0.65%) MATLAB
9 1 (0.65%) Shell Script
9 1 (0.65%) T-SQL
9 1 (0.65%) VB
9 1 (0.65%) VBA
Qualifications
1 24 (15.48%) Security Cleared
2 22 (14.19%) Degree
3 17 (10.97%) SC Cleared
4 8 (5.16%) BPSS Clearance
5 4 (2.58%) PhD
6 3 (1.94%) Master's Degree
7 2 (1.29%) Computer Science Degree
7 2 (1.29%) Microsoft Certified Professional
Quality Assurance & Compliance
1 30 (19.35%) Data Quality
2 14 (9.03%) QA
3 5 (3.23%) SLA
4 4 (2.58%) Accessibility
4 4 (2.58%) Actionable Recommendations
5 3 (1.94%) GDPR
6 2 (1.29%) California Consumer Privacy Act
6 2 (1.29%) Disclosure Scotland
6 2 (1.29%) IFRS
6 2 (1.29%) IFRS 17
6 2 (1.29%) Sarbanes-Oxley
6 2 (1.29%) WCAG
7 1 (0.65%) CDISC
7 1 (0.65%) IEC 62304
System Software
1 5 (3.23%) Docker
2 1 (0.65%) Active Directory
Systems Management
1 7 (4.52%) Kubernetes
2 3 (1.94%) Grafana
3 2 (1.29%) Ansible
3 2 (1.29%) Argo
4 1 (0.65%) Microsoft Intune
4 1 (0.65%) Prometheus
4 1 (0.65%) Single Sign-On
4 1 (0.65%) systemd
Vendors
1 21 (13.55%) Databricks
2 19 (12.26%) Microsoft
3 10 (6.45%) Google
4 4 (2.58%) Oracle
5 3 (1.94%) FactSet
6 2 (1.29%) Adobe
6 2 (1.29%) Amplitude
6 2 (1.29%) IBM
6 2 (1.29%) OpenAI
6 2 (1.29%) Sonatype
7 1 (0.65%) Alteryx
7 1 (0.65%) Apple
7 1 (0.65%) Bloomberg
7 1 (0.65%) Cisco
7 1 (0.65%) Pega
7 1 (0.65%) Red Hat
7 1 (0.65%) Reuters
7 1 (0.65%) Riverbed
7 1 (0.65%) SAP