R Contract Job Trends

R
UK

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

6 months to
15 Sep 2025
Same period 2024 Same period 2023
Rank 375 344 428
Rank change year-on-year -31 +84 -34
Contract jobs citing R 184 226 232
As % of all contract jobs advertised in the UK 0.57% 0.59% 0.46%
As % of the Programming Languages category 1.73% 1.86% 1.43%
Number of daily rates quoted 106 130 160
10th Percentile £315 £309 £350
25th Percentile £408 £350 £413
Median daily rate (50th Percentile) £500 £488 £550
Median % change year-on-year +2.56% -11.36% -8.33%
75th Percentile £575 £608 £688
90th Percentile £688 £664 £801
UK excluding London median daily rate £519 £513 £525
% change year-on-year +1.22% -2.38% +5.00%
Number of hourly rates quoted 4 19 16
10th Percentile £23.86 £20.09 £29.88
25th Percentile £25.40 £20.12 £35.47
Median hourly rate £32.50 £21.50 £55.00
Median % change year-on-year +51.16% -60.91% +70.28%
75th Percentile £45.00 £39.00 £70.38
90th Percentile £56.25 £58.50 £75.00
UK excluding London median hourly rate £22.84 £20.24 £61.25
% change year-on-year +12.87% -66.96% +75.53%

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 10,627 12,177 16,171
As % of all contract IT jobs advertised in the UK 32.74% 31.93% 32.19%
Number of daily rates quoted 7,032 8,268 11,462
10th Percentile £340 £350 £363
25th Percentile £413 £425 £450
Median daily rate (50th Percentile) £501 £525 £550
Median % change year-on-year -4.67% -4.55% -2.22%
75th Percentile £625 £650 £675
90th Percentile £738 £775 £783
UK excluding London median daily rate £475 £500 £500
% change year-on-year -5.00% - -
Number of hourly rates quoted 292 343 465
10th Percentile £29.00 £27.00 £32.31
25th Percentile £37.50 £46.18 £48.32
Median hourly rate £55.00 £65.00 £62.50
Median % change year-on-year -15.38% +4.00% +11.61%
75th Percentile £67.06 £70.00 £70.30
90th Percentile £78.75 £78.50 £82.40
UK excluding London median hourly rate £63.75 £65.00 £65.00
% change year-on-year -1.92% - +13.04%

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
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 September 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 September 2025.

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 September 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 -3 163 £500 +5.26% 659
London -1 82 £513 +7.89% 326
UK excluding London -3 78 £519 +1.22% 490
Work from Home +30 73 £513 +5.13% 190
East of England +26 23 £563 - 49
South East +26 18 £500 -5.88% 181
Midlands -23 12 £550 +50.68% 57
North of England -17 10 £350 -4.24% 117
South West +20 7 £865 +38.40% 31
North West -11 7 £269 -24.44% 79
West Midlands -15 6 £550 -10.13% 34
East Midlands -10 5 £447 +24.86% 23
Wales -4 4 £376 -8.68% 25
Scotland -8 3 £550 -12.00% 28
Yorkshire -12 3 £450 -2.70% 32
Northern Ireland -6 1 £350 - 4

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 29 (15.76%) Apache Spark
2 19 (10.33%) SAS
3 5 (2.72%) Confluence
4 4 (2.17%) SharePoint
5 3 (1.63%) Apache Airflow
5 3 (1.63%) Jupyter
6 2 (1.09%) Apache
6 2 (1.09%) IBM Domino
6 2 (1.09%) Luigi
7 1 (0.54%) ArcGIS
7 1 (0.54%) Oracle Workflow
Applications
1 21 (11.41%) Microsoft Excel
2 10 (5.43%) Microsoft PowerPoint
3 6 (3.26%) Microsoft Office
4 1 (0.54%) Chatbot
4 1 (0.54%) EViews
4 1 (0.54%) ProjectWise
4 1 (0.54%) SPSS
4 1 (0.54%) Stata
Business Applications
1 2 (1.09%) Distributed Ledger
2 1 (0.54%) NEC Housing
2 1 (0.54%) NetSuite
2 1 (0.54%) Oracle BPM
2 1 (0.54%) Oracle Procure-to-Pay
2 1 (0.54%) SAP BPC
2 1 (0.54%) SAP ERP
2 1 (0.54%) SAP S/4HANA
2 1 (0.54%) Workday HCM
Cloud Services
1 61 (33.15%) Azure
2 54 (29.35%) Power Platform
3 36 (19.57%) AWS
4 17 (9.24%) GCP
5 10 (5.43%) Azure Synapse Analytics
6 6 (3.26%) Adobe Analytics
6 6 (3.26%) Azure Data Factory
6 6 (3.26%) Azure Machine Learning
7 5 (2.72%) Snowflake
8 4 (2.17%) Azure AKS
8 4 (2.17%) GitHub
9 3 (1.63%) Amazon EC2
9 3 (1.63%) Amazon S3
9 3 (1.63%) Azure DevOps
9 3 (1.63%) Cloud Computing
9 3 (1.63%) Google Analytics
10 2 (1.09%) AWS Lambda
10 2 (1.09%) Serverless
11 1 (0.54%) Amazon SageMaker
11 1 (0.54%) Amazon SQS
Database & Business Intelligence
1 54 (29.35%) Power BI
2 49 (26.63%) Tableau
3 26 (14.13%) Big Data
4 22 (11.96%) Hadoop
5 14 (7.61%) Data Lake
6 13 (7.07%) Data Warehouse
7 9 (4.89%) Data Mining
8 8 (4.35%) Relational Database
9 7 (3.80%) NoSQL
10 5 (2.72%) SQL Server
11 4 (2.17%) Amazon Redshift
11 4 (2.17%) Looker
12 3 (1.63%) Amazon QuickSight
12 3 (1.63%) Impala
12 3 (1.63%) Metadata
12 3 (1.63%) Mixpanel
12 3 (1.63%) MongoDB
12 3 (1.63%) PostgreSQL
12 3 (1.63%) Power Query
13 2 (1.09%) Tableau Server
Development Applications
1 6 (3.26%) Git
1 6 (3.26%) JIRA
2 4 (2.17%) MLflow
3 1 (0.54%) Eclipse
3 1 (0.54%) GitLab
3 1 (0.54%) Jenkins
3 1 (0.54%) SQL Server Management Studio (SSMS)
General
1 65 (35.33%) Social Skills
2 59 (32.07%) Analytical Skills
3 48 (26.09%) Finance
4 27 (14.67%) Marketing
5 18 (9.78%) Public Sector
6 17 (9.24%) Pharmaceutical
7 15 (8.15%) Banking
8 8 (4.35%) Legal
9 6 (3.26%) Documentation Skills
9 6 (3.26%) Organisational Skills
9 6 (3.26%) Presentation Skills
10 5 (2.72%) Inclusion and Diversity
10 5 (2.72%) Local Government
10 5 (2.72%) Manufacturing
11 4 (2.17%) Police
12 3 (1.63%) Corporate Banking
12 3 (1.63%) Retail
13 2 (1.09%) Investment Banking
13 2 (1.09%) Publishing
13 2 (1.09%) Retail Banking
Job Titles
1 50 (27.17%) Data Scientist
2 39 (21.20%) Analyst
3 24 (13.04%) Data Analyst
4 22 (11.96%) Developer
5 16 (8.70%) Senior
6 11 (5.98%) Architect
6 11 (5.98%) Data Engineer
6 11 (5.98%) Lead
7 10 (5.43%) Senior Data Scientist
8 9 (4.89%) Artificial Intelligence Developer
8 9 (4.89%) Data Science Developer
9 7 (3.80%) Artificial Intelligence Architect
9 7 (3.80%) Business Analyst
10 6 (3.26%) Software Engineer
11 5 (2.72%) Analytics Manager
11 5 (2.72%) Solutions Architect
12 4 (2.17%) Insight Manager
12 4 (2.17%) Machine Learning Engineer
12 4 (2.17%) Power BI Developer
12 4 (2.17%) SQL Analyst
Libraries, Frameworks & Software Standards
1 29 (15.76%) TensorFlow
2 25 (13.59%) PyTorch
3 24 (13.04%) Pandas
4 23 (12.50%) scikit-learn
5 11 (5.98%) Matplotlib
5 11 (5.98%) Seaborn
6 10 (5.43%) NumPy
7 4 (2.17%) Google JAX
7 4 (2.17%) JAX
8 3 (1.63%) Hugging Face
8 3 (1.63%) Kafka
8 3 (1.63%) Keras
9 2 (1.09%) ATL
9 2 (1.09%) FHIR
10 1 (0.54%) ADO
10 1 (0.54%) MACH
10 1 (0.54%) ODBC
10 1 (0.54%) OLE
10 1 (0.54%) Shiny
10 1 (0.54%) Streamlit
Miscellaneous
1 28 (15.22%) Algorithms
2 8 (4.35%) Multi-touch
3 6 (3.26%) Self-Motivation
4 5 (2.72%) Credit Risk
5 4 (2.17%) Analytical Mindset
5 4 (2.17%) Data Structures
5 4 (2.17%) NHS
5 4 (2.17%) Product Ownership
6 3 (1.63%) Genomics
6 3 (1.63%) Life Science
6 3 (1.63%) Smart Meter
7 2 (1.09%) Cloud Native
7 2 (1.09%) CRISPR
7 2 (1.09%) Greenfield Project
7 2 (1.09%) Management Information System
7 2 (1.09%) Security Posture
7 2 (1.09%) Video\Live Streaming
7 2 (1.09%) Virtual Reality
7 2 (1.09%) Virtual Team
8 1 (0.54%) Legacy Systems
Operating Systems
1 6 (3.26%) Linux
2 2 (1.09%) VMS
3 1 (0.54%) Windows
Processes & Methodologies
1 90 (48.91%) Data Science
2 80 (43.48%) Machine Learning
3 72 (39.13%) Analytics
4 65 (35.33%) Business Intelligence
5 64 (34.78%) Visualisation
6 53 (28.80%) Data Analysis
7 43 (23.37%) Statistical Modelling
8 42 (22.83%) Decision-Making
9 41 (22.28%) Problem-Solving
10 40 (21.74%) Artificial Intelligence
11 39 (21.20%) Data Visualisation
12 36 (19.57%) Data Modelling
13 33 (17.93%) Actionable Insight
14 30 (16.30%) Statistics
15 29 (15.76%) Computer Science
16 28 (15.22%) Data Governance
17 25 (13.59%) Agile
18 24 (13.04%) ETL
18 24 (13.04%) Mathematics
19 23 (12.50%) Validation
Programming Languages
1 167 (90.76%) Python
2 115 (62.50%) SQL
3 17 (9.24%) Java
4 13 (7.07%) C++
5 11 (5.98%) MATLAB
6 5 (2.72%) Data Analysis Expressions
6 5 (2.72%) Scala
7 4 (2.17%) C
7 4 (2.17%) PL/SQL
8 2 (1.09%) PowerShell
8 2 (1.09%) VBA
9 1 (0.54%) Bash
9 1 (0.54%) Fortran
9 1 (0.54%) Go
9 1 (0.54%) JavaScript
9 1 (0.54%) Korn
9 1 (0.54%) T-SQL
Qualifications
1 46 (25.00%) Degree
2 23 (12.50%) Security Cleared
3 16 (8.70%) PhD
3 16 (8.70%) SC Cleared
4 15 (8.15%) Master's Degree
5 7 (3.80%) Computer Science Degree
6 6 (3.26%) BPSS Clearance
7 2 (1.09%) Tableau Certification
8 1 (0.54%) ACCA
8 1 (0.54%) CFA
8 1 (0.54%) Postgraduate
Quality Assurance & Compliance
1 31 (16.85%) Data Quality
2 6 (3.26%) GDPR
2 6 (3.26%) QA
3 5 (2.72%) Accessibility
3 5 (2.72%) EU AI Act
4 4 (2.17%) ISO/IEC 27001
5 3 (1.63%) Actionable Recommendations
5 3 (1.63%) NIST
6 2 (1.09%) DICOM
6 2 (1.09%) IFRS
6 2 (1.09%) IFRS 9
7 1 (0.54%) Basel III
7 1 (0.54%) HL7
7 1 (0.54%) LOINC
7 1 (0.54%) SNOMED CT
System Software
1 9 (4.89%) Docker
2 3 (1.63%) Slurm Workload Manager
3 1 (0.54%) Lustre
Systems Management
1 13 (7.07%) Kubernetes
2 1 (0.54%) Ansible
2 1 (0.54%) Packer
2 1 (0.54%) Terraform
Vendors
1 20 (10.87%) Microsoft
2 16 (8.70%) Databricks
3 10 (5.43%) Google
3 10 (5.43%) Oracle
4 6 (3.26%) Adobe
5 5 (2.72%) SAP
6 4 (2.17%) Teradata
7 3 (1.63%) Amplitude
7 3 (1.63%) OpenAI
8 2 (1.09%) Alteryx
8 2 (1.09%) Bloomberg
8 2 (1.09%) Cognos
8 2 (1.09%) Refinitiv
8 2 (1.09%) Splunk
8 2 (1.09%) TIBCO
9 1 (0.54%) Aderant
9 1 (0.54%) Palantir
9 1 (0.54%) ServiceNow
9 1 (0.54%) Talend
9 1 (0.54%) Workday