R Contracts

R
UK

The table below provides summary statistics for contract job vacancies requiring R skills. It includes a benchmarking guide to the contractor rates offered in vacancies that cited R over the 6 months leading up to 4 July 2025, comparing them to the same period in the previous two years.

6 months to
4 Jul 2025
Same period 2024 Same period 2023
Rank 376 399 418
Rank change year-on-year +23 +19 -22
Contract jobs citing R 177 200 273
As % of all contract jobs advertised in the UK 0.56% 0.46% 0.49%
As % of the Programming Languages category 1.67% 1.51% 1.45%
Number of daily rates quoted 115 123 180
10th Percentile £325 £310 £349
25th Percentile £406 £363 £447
Median daily rate (50th Percentile) £500 £500 £600
Median % change year-on-year - -16.67% +9.09%
75th Percentile £600 £605 £678
90th Percentile £725 £685 £875
UK excluding London median daily rate £494 £538 £550
% change year-on-year -8.14% -2.27% +11.11%
Number of hourly rates quoted 5 19 16
10th Percentile £24.33 £20.09 £23.63
25th Percentile £26.32 £20.12 £53.75
Median hourly rate £37.50 £21.50 £68.00
Median % change year-on-year +74.42% -68.38% +91.55%
75th Percentile £58.75 £45.63 £75.00
90th Percentile £61.75 £59.23 -
UK excluding London median hourly rate £23.00 £20.24 £65.00
% change year-on-year +13.66% -68.87% +100.28%

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 10,623 13,270 18,887
As % of all contract IT jobs advertised in the UK 33.61% 30.55% 33.63%
Number of daily rates quoted 7,164 9,321 13,521
10th Percentile £350 £350 £375
25th Percentile £413 £425 £455
Median daily rate (50th Percentile) £513 £525 £550
Median % change year-on-year -2.38% -4.55% -
75th Percentile £625 £650 £676
90th Percentile £750 £775 £790
UK excluding London median daily rate £475 £490 £500
% change year-on-year -3.06% -2.00% -
Number of hourly rates quoted 254 537 452
10th Percentile £26.52 £31.25 £30.08
25th Percentile £34.55 £46.25 £50.00
Median hourly rate £55.00 £62.50 £62.50
Median % change year-on-year -12.00% - +19.05%
75th Percentile £68.00 £70.00 £70.30
90th Percentile £79.61 £75.00 £79.47
UK excluding London median hourly rate £62.00 £65.00 £62.50
% change year-on-year -4.62% +4.00% +18.42%

R
Job Vacancy Trend

Job postings citing R as a proportion of all IT jobs advertised.

Job vacancy trend for R in the UK

R
Contractor Daily Rate Trend

3-month moving average daily rate quoted in jobs citing R.

Daily rate trend for R in the UK

R
Daily Rate Histogram

Daily rate distribution for jobs citing R over the 6 months to 4 July 2025.

Daily rate histogram for R in the UK

R
Contractor Hourly Rate Trend

3-month moving average hourly rates quoted in jobs citing R.

Hourly rate trend for R in the UK

R
Hourly Rate Histogram

Hourly rate distribution of jobs citing R over the 6 months to 4 July 2025.

Hourly rate histogram for R in the UK

R
Top 16 Contract 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 4 July 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 +64 160 £509 +10.00% 2,074
London +21 84 £545 +21.11% 1,192
UK excluding London +47 74 £494 -8.14% 1,017
Work from Home +21 60 £490 -2.00% 760
East of England +41 21 £575 +55.41% 131
South East +41 16 £443 -4.32% 260
South West +43 12 £689 +14.79% 90
Midlands +1 12 £449 -0.33% 143
West Midlands +9 9 £419 -23.86% 89
North of England +8 6 £471 -14.32% 274
North West +5 4 £503 -1.95% 163
Wales 0 3 £445 +8.01% 32
Scotland -1 3 £317 -49.28% 71
Yorkshire +5 2 £419 -23.86% 95
East Midlands -2 2 £447 +23.31% 54
Northern Ireland -9 1 £350 - 19

R
Co-occurring Skills and Capabilities by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 36 (20.34%) Apache Spark
2 16 (9.04%) SAS
3 5 (2.82%) Apache Airflow
3 5 (2.82%) Confluence
4 4 (2.26%) Jupyter
5 2 (1.13%) IBM Domino
5 2 (1.13%) Luigi
5 2 (1.13%) R Markdown
5 2 (1.13%) SharePoint
6 1 (0.56%) ArcGIS
6 1 (0.56%) Oracle Workflow
Applications
1 17 (9.60%) Microsoft Excel
2 6 (3.39%) Microsoft PowerPoint
3 2 (1.13%) Microsoft Office
3 2 (1.13%) SPSS
3 2 (1.13%) Stata
4 1 (0.56%) EViews
Business Applications
1 3 (1.69%) SAP S/4HANA
2 2 (1.13%) NetSuite
3 1 (0.56%) Distributed Ledger
3 1 (0.56%) Oracle BPM
3 1 (0.56%) Oracle Procure-to-Pay
3 1 (0.56%) SAP BPC
Cloud Services
1 57 (32.20%) Azure
2 46 (25.99%) Power Platform
3 41 (23.16%) AWS
4 15 (8.47%) GCP
5 8 (4.52%) GitHub
5 8 (4.52%) Snowflake
6 7 (3.95%) Adobe Analytics
7 5 (2.82%) Amazon S3
7 5 (2.82%) Azure Synapse Analytics
8 4 (2.26%) AWS CloudFormation
8 4 (2.26%) AWS Lambda
8 4 (2.26%) Azure Data Factory
8 4 (2.26%) Azure Machine Learning
8 4 (2.26%) Serverless
9 3 (1.69%) Amazon EC2
9 3 (1.69%) Cloud Computing
9 3 (1.69%) dbt
9 3 (1.69%) GitHub Actions
9 3 (1.69%) Matillion
9 3 (1.69%) SaaS
Communications & Networking
1 1 (0.56%) Intranet
1 1 (0.56%) Wireless
Database & Business Intelligence
1 52 (29.38%) Tableau
2 46 (25.99%) Power BI
3 35 (19.77%) Big Data
4 26 (14.69%) Hadoop
5 15 (8.47%) Data Warehouse
6 14 (7.91%) Data Lake
7 13 (7.34%) Relational Database
8 10 (5.65%) Data Mining
9 8 (4.52%) SQL Server
10 6 (3.39%) NoSQL
11 5 (2.82%) Metadata
11 5 (2.82%) MongoDB
11 5 (2.82%) PostgreSQL
12 4 (2.26%) Amazon RDS
12 4 (2.26%) Looker
13 3 (1.69%) Amazon QuickSight
13 3 (1.69%) BusinessObjects
13 3 (1.69%) DynamoDB
13 3 (1.69%) Mixpanel
13 3 (1.69%) SQL Server Reporting Services
Development Applications
1 11 (6.21%) Git
2 6 (3.39%) JIRA
3 3 (1.69%) ERwin
4 2 (1.13%) MagicDraw
4 2 (1.13%) SQL Server Management Studio (SSMS)
5 1 (0.56%) ER Studio
5 1 (0.56%) GitLab
5 1 (0.56%) Jenkins
5 1 (0.56%) MLflow
5 1 (0.56%) Visual Studio Code
General
1 62 (35.03%) Analytical Skills
2 61 (34.46%) Social Skills
3 44 (24.86%) Finance
4 25 (14.12%) Marketing
5 23 (12.99%) Public Sector
6 15 (8.47%) Banking
7 13 (7.34%) Pharmaceutical
8 6 (3.39%) Influencing Skills
8 6 (3.39%) Presentation Skills
9 5 (2.82%) Documentation Skills
10 4 (2.26%) Inclusion and Diversity
10 4 (2.26%) Legal
10 4 (2.26%) Police
11 3 (1.69%) Corporate Banking
11 3 (1.69%) Investment Banking
11 3 (1.69%) Local Government
11 3 (1.69%) Publishing
12 2 (1.13%) Games
12 2 (1.13%) Manufacturing
12 2 (1.13%) Military
Job Titles
1 47 (26.55%) Data Scientist
2 45 (25.42%) Analyst
3 29 (16.38%) Data Analyst
4 25 (14.12%) Senior
5 24 (13.56%) Developer
6 19 (10.73%) Lead
7 17 (9.60%) Senior Data Scientist
8 13 (7.34%) Data Science Developer
9 11 (6.21%) Data Engineer
10 10 (5.65%) Architect
11 8 (4.52%) Artificial Intelligence Developer
11 8 (4.52%) Data Manager
11 8 (4.52%) Senior Developer
12 7 (3.95%) Analytics Manager
12 7 (3.95%) Artificial Intelligence Architect
12 7 (3.95%) Data Analytics Manager
12 7 (3.95%) Insight Manager
12 7 (3.95%) Strategy Manager
13 6 (3.39%) Business Analyst
14 5 (2.82%) Solutions Architect
Libraries, Frameworks & Software Standards
1 33 (18.64%) TensorFlow
2 30 (16.95%) Pandas
3 29 (16.38%) PyTorch
3 29 (16.38%) scikit-learn
4 15 (8.47%) Matplotlib
4 15 (8.47%) Seaborn
5 14 (7.91%) NumPy
6 4 (2.26%) Google JAX
6 4 (2.26%) JAX
6 4 (2.26%) Keras
7 3 (1.69%) Hugging Face
7 3 (1.69%) Jinja
7 3 (1.69%) pytest
7 3 (1.69%) Shiny
8 2 (1.13%) Django
8 2 (1.13%) Kafka
8 2 (1.13%) MACH
9 1 (0.56%) .NET
9 1 (0.56%) ADO
9 1 (0.56%) ODBC
Miscellaneous
1 34 (19.21%) Algorithms
2 10 (5.65%) Multi-touch
3 9 (5.08%) Data Structures
4 5 (2.82%) CRISPR
4 5 (2.82%) Product Ownership
5 3 (1.69%) Life Science
5 3 (1.69%) Smart Meter
6 2 (1.13%) Data Fabric
6 2 (1.13%) FMCG
6 2 (1.13%) Security Posture
6 2 (1.13%) Self-Motivation
6 2 (1.13%) Virtual Team
7 1 (0.56%) AI Agents
7 1 (0.56%) Analytical Mindset
7 1 (0.56%) Distributed Systems
7 1 (0.56%) Genomics
7 1 (0.56%) Greenfield Project
7 1 (0.56%) Legacy Systems
7 1 (0.56%) Onboarding
7 1 (0.56%) Virtual Reality
Operating Systems
1 4 (2.26%) Linux
2 2 (1.13%) VMS
Processes & Methodologies
1 85 (48.02%) Data Science
2 79 (44.63%) Machine Learning
3 77 (43.50%) Analytics
4 72 (40.68%) Data Analysis
5 67 (37.85%) Visualisation
6 52 (29.38%) Business Intelligence
7 50 (28.25%) Statistical Modelling
8 49 (27.68%) Artificial Intelligence
8 49 (27.68%) Decision-Making
9 45 (25.42%) Data Modelling
10 39 (22.03%) Data Visualisation
11 33 (18.64%) Statistics
12 32 (18.08%) Computer Science
13 31 (17.51%) Mathematics
13 31 (17.51%) Problem-Solving
14 30 (16.95%) Actionable Insight
15 28 (15.82%) Data Pipeline
15 28 (15.82%) ETL
16 26 (14.69%) LLM
17 25 (14.12%) Data Governance
Programming Languages
1 156 (88.14%) Python
2 116 (65.54%) SQL
3 11 (6.21%) Java
4 8 (4.52%) T-SQL
5 7 (3.95%) MATLAB
6 6 (3.39%) C++
6 6 (3.39%) Data Analysis Expressions
6 6 (3.39%) JavaScript
7 5 (2.82%) Scala
8 3 (1.69%) C
8 3 (1.69%) VBA
9 2 (1.13%) PowerShell
10 1 (0.56%) Bash
10 1 (0.56%) PL/SQL
10 1 (0.56%) VB.NET
10 1 (0.56%) XMLA
Qualifications
1 45 (25.42%) Degree
2 25 (14.12%) Security Cleared
3 20 (11.30%) PhD
4 18 (10.17%) SC Cleared
5 17 (9.60%) Master's Degree
6 4 (2.26%) Computer Science Degree
7 2 (1.13%) Numerate Degree
8 1 (0.56%) BPSS Clearance
8 1 (0.56%) DV Cleared
Quality Assurance & Compliance
1 34 (19.21%) Data Quality
2 11 (6.21%) GDPR
3 7 (3.95%) Accessibility
4 5 (2.82%) EU AI Act
4 5 (2.82%) QA
5 4 (2.26%) Actionable Recommendations
5 4 (2.26%) ISO/IEC 27001
6 3 (1.69%) NIST
7 2 (1.13%) WCAG
8 1 (0.56%) Basel III
8 1 (0.56%) IFRS
8 1 (0.56%) IFRS 9
System Software
1 6 (3.39%) Docker
2 2 (1.13%) Slurm Workload Manager
Systems Management
1 11 (6.21%) Kubernetes
2 2 (1.13%) Terraform
3 1 (0.56%) Ansible
Vendors
1 18 (10.17%) Microsoft
2 12 (6.78%) Databricks
3 11 (6.21%) Oracle
4 7 (3.95%) Adobe
4 7 (3.95%) SAP
4 7 (3.95%) Teradata
5 6 (3.39%) Google
6 5 (2.82%) Alteryx
6 5 (2.82%) Foundry
6 5 (2.82%) Palantir
6 5 (2.82%) ServiceNow
6 5 (2.82%) Talend
7 4 (2.26%) OpenAI
8 3 (1.69%) Amplitude
8 3 (1.69%) Ariba
8 3 (1.69%) Informatica
9 2 (1.13%) Atlassian
9 2 (1.13%) Cognos
9 2 (1.13%) MuleSoft
9 2 (1.13%) Spotify