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

6 months to
9 Apr 2026
Same period 2025 Same period 2024
Rank 464 361 381
Rank change year-on-year -103 +20 +50
Contract jobs citing R 176 168 214
As % of all contract jobs in the UK 0.38% 0.57% 0.49%
As % of the Programming Languages category 1.36% 1.69% 1.66%
Number of daily rates quoted 119 116 148
10th Percentile £343 £328 £314
25th Percentile £406 £406 £388
Median daily rate (50th Percentile) £510 £525 £540
Median % change year-on-year -2.86% -2.78% -1.82%
75th Percentile £575 £675 £638
90th Percentile £650 £787 £763
UK excluding London median daily rate £450 £461 £413
% change year-on-year -2.44% +11.82% -5.71%
Number of hourly rates quoted 5 7 13
10th Percentile £22.38 £22.00 £25.36
25th Percentile £25.21 £22.75 £25.50
Median hourly rate £43.00 £26.32 £42.50
Median % change year-on-year +63.37% -38.07% -35.11%
75th Percentile £60.25 £56.25 £52.50
90th Percentile £60.37 £59.55 £72.93
UK excluding London median hourly rate £25.42 £23.00 £25.36
% change year-on-year +10.50% -9.31% -29.71%

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 12,905 9,946 12,857
As % of all contract IT jobs advertised in the UK 28.19% 34.03% 29.21%
Number of daily rates quoted 8,586 6,706 9,126
10th Percentile £354 £356 £350
25th Percentile £413 £419 £425
Median daily rate (50th Percentile) £500 £525 £525
Median % change year-on-year -4.76% - -4.55%
75th Percentile £600 £638 £650
90th Percentile £714 £763 £750
UK excluding London median daily rate £476 £478 £488
% change year-on-year -0.42% -2.05% -2.50%
Number of hourly rates quoted 544 243 480
10th Percentile £41.94 £22.60 £30.63
25th Percentile £55.00 £35.00 £46.18
Median hourly rate £65.00 £62.50 £60.00
Median % change year-on-year +4.00% +4.17% -4.00%
75th Percentile £70.00 £68.63 £67.38
90th Percentile £77.50 £85.00 £75.00
UK excluding London median hourly rate £65.00 £64.00 £61.00
% change year-on-year +1.56% +4.92% -2.40%

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 9 April 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 9 April 2026.

Hourly rate histogram for R in the UK

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 9 April 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 -117 155 £510 -2.86% 187
London -47 89 £525 -4.55% 62
Work from Home -9 68 £525 +8.81% 40
UK excluding London -103 62 £450 -2.44% 154
South East -46 17 £588 +60.41% 39
Midlands -63 14 £395 -3.54% 23
North of England -63 14 £475 +4.40% 34
South West -27 9 £450 -5.26% 22
North West -27 9 £530 +16.51% 14
East Midlands -28 9 £385 +31.40% 15
East of England -44 7 £413 -36.54% 21
West Midlands -64 5 £438 +1.39% 8
Yorkshire -52 4 £425 +21.43% 13
Wales -12 1 £425 - 7
North East - 1 £475 - 7

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 36 (20.45%) Apache Spark
2 11 (6.25%) Apache
3 7 (3.98%) SAS
4 5 (2.84%) SharePoint
5 4 (2.27%) Apache Superset
6 2 (1.14%) Apache Airflow
7 1 (0.57%) Confluence
7 1 (0.57%) Jupyter
7 1 (0.57%) R Markdown
Applications
1 15 (8.52%) Microsoft Excel
2 2 (1.14%) Microsoft Office
3 1 (0.57%) Chatbot
3 1 (0.57%) Spreadsheet
Business Applications
1 2 (1.14%) SAP IBP
2 1 (0.57%) Salesforce CRM
2 1 (0.57%) SAP APO
2 1 (0.57%) SAP S/4HANA
Cloud Services
1 64 (36.36%) Power Platform
2 51 (28.98%) AWS
3 47 (26.70%) Azure
4 20 (11.36%) GCP
5 8 (4.55%) Power Automate
5 8 (4.55%) PowerApps
6 7 (3.98%) Snowflake
7 6 (3.41%) Azure Data Factory
8 5 (2.84%) Azure DevOps
8 5 (2.84%) Microsoft Purview
9 3 (1.70%) Azure Synapse Analytics
9 3 (1.70%) Copilot Studio
9 3 (1.70%) dbt
9 3 (1.70%) OpenShift
10 2 (1.14%) Amazon EMR
10 2 (1.14%) Amazon Kinesis
10 2 (1.14%) Azure Machine Learning
10 2 (1.14%) Cloud Computing
10 2 (1.14%) Google Analytics
10 2 (1.14%) Serverless
Communications & Networking
1 2 (1.14%) 2G
1 2 (1.14%) 5G
1 2 (1.14%) LTE
1 2 (1.14%) Mobile Backhaul
1 2 (1.14%) VoIP
Database & Business Intelligence
1 64 (36.36%) Power BI
2 49 (27.84%) Tableau
3 33 (18.75%) Big Data
4 24 (13.64%) Hadoop
5 21 (11.93%) Data Warehouse
6 11 (6.25%) Looker
7 9 (5.11%) Power Query
8 8 (4.55%) Relational Database
9 7 (3.98%) Delta Lake
9 7 (3.98%) Metadata
9 7 (3.98%) Mixpanel
9 7 (3.98%) Spark SQL
10 6 (3.41%) Data Lake
11 5 (2.84%) NoSQL
11 5 (2.84%) SQL Server
12 4 (2.27%) Amazon Redshift
12 4 (2.27%) Data Mining
13 3 (1.70%) Amazon Athena
13 3 (1.70%) BigQuery
14 2 (1.14%) Weaviate
Development Applications
1 10 (5.68%) Git
2 3 (1.70%) Jenkins
3 2 (1.14%) MLflow
4 1 (0.57%) Bitbucket
4 1 (0.57%) JIRA
4 1 (0.57%) RStudio
General
1 54 (30.68%) Analytical Skills
2 52 (29.55%) Social Skills
3 37 (21.02%) Finance
4 32 (18.18%) Public Sector
5 12 (6.82%) Pharmaceutical
6 11 (6.25%) Marketing
7 10 (5.68%) Inclusion and Diversity
8 7 (3.98%) Telecoms
9 4 (2.27%) Banking
10 3 (1.70%) Influencing Skills
10 3 (1.70%) Presentation Skills
11 2 (1.14%) Documentation Skills
11 2 (1.14%) Financial Institution
11 2 (1.14%) Retail
11 2 (1.14%) Social Science
12 1 (0.57%) Billing
12 1 (0.57%) Front Office
12 1 (0.57%) Local Government
12 1 (0.57%) Manufacturing
12 1 (0.57%) Private Banking
Job Titles
1 54 (30.68%) Data Scientist
2 31 (17.61%) Analyst
3 27 (15.34%) Data Analyst
3 27 (15.34%) Senior
4 19 (10.80%) Data Engineer
5 17 (9.66%) Developer
6 16 (9.09%) Senior Data Scientist
7 11 (6.25%) Lead
8 10 (5.68%) Architect
9 8 (4.55%) Consultant
10 6 (3.41%) Artificial Intelligence Engineer
10 6 (3.41%) Business Intelligence Developer
10 6 (3.41%) Lead Data Scientist
11 5 (2.84%) Azure Engineer
11 5 (2.84%) Data Consultant
11 5 (2.84%) Java Developer
11 5 (2.84%) Power BI Developer
11 5 (2.84%) Senior Analyst
11 5 (2.84%) Software Engineer
12 4 (2.27%) Business Analyst
Libraries, Frameworks & Software Standards
1 13 (7.39%) TensorFlow
2 11 (6.25%) Pandas
3 10 (5.68%) PyTorch
4 9 (5.11%) PySpark
4 9 (5.11%) scikit-learn
5 8 (4.55%) JSON
6 6 (3.41%) Keras
6 6 (3.41%) Shiny
7 5 (2.84%) YAML
8 4 (2.27%) LangChain
8 4 (2.27%) Matplotlib
8 4 (2.27%) NumPy
8 4 (2.27%) Seaborn
9 3 (1.70%) Kafka
9 3 (1.70%) Plotly
10 2 (1.14%) NLTK
10 2 (1.14%) Node.js
10 2 (1.14%) Prophet
10 2 (1.14%) SciPy
10 2 (1.14%) XGBoost
Miscellaneous
1 16 (9.09%) Algorithms
2 8 (4.55%) Cloud Native
3 7 (3.98%) CRISPR
4 6 (3.41%) Product Ownership
5 5 (2.84%) Credit Risk
5 5 (2.84%) Self-Motivation
6 4 (2.27%) Data Structures
6 4 (2.27%) Multi-touch
7 3 (1.70%) AI Agents
7 3 (1.70%) Data Protection Act
7 3 (1.70%) Hybrid Cloud
7 3 (1.70%) Management Information System
7 3 (1.70%) Onboarding
8 2 (1.14%) Analytical Mindset
8 2 (1.14%) Distributed Computing
8 2 (1.14%) Distributed Systems
8 2 (1.14%) IoT
8 2 (1.14%) Mainframe
9 1 (0.57%) Legacy Systems
9 1 (0.57%) Virtual Reality
Operating Systems
1 2 (1.14%) Linux
1 2 (1.14%) Unix
2 1 (0.57%) Windows
Processes & Methodologies
1 95 (53.98%) Analytics
2 93 (52.84%) Data Science
3 75 (42.61%) Visualisation
4 69 (39.20%) Machine Learning
5 64 (36.36%) Business Intelligence
6 51 (28.98%) Decision-Making
7 43 (24.43%) Data Pipeline
8 42 (23.86%) Data Visualisation
9 41 (23.30%) Problem-Solving
10 38 (21.59%) Actionable Insight
10 38 (21.59%) Data Analysis
11 37 (21.02%) Data Modelling
12 36 (20.45%) Statistical Modelling
13 34 (19.32%) Agile
14 32 (18.18%) AI
14 32 (18.18%) Data Analytics
15 30 (17.05%) Data Governance
16 26 (14.77%) Statistics
17 25 (14.20%) Dashboard Development
17 25 (14.20%) Validation
Programming Languages
1 167 (94.89%) Python
2 130 (73.86%) SQL
3 13 (7.39%) Java
4 11 (6.25%) Data Analysis Expressions
5 7 (3.98%) JavaScript
5 7 (3.98%) Scala
6 6 (3.41%) C#
6 6 (3.41%) C++
7 3 (1.70%) TypeScript
8 2 (1.14%) Ada
8 2 (1.14%) VBA
9 1 (0.57%) LookML
9 1 (0.57%) SAS Macro
Qualifications
1 48 (27.27%) Security Cleared
2 41 (23.30%) SC Cleared
3 32 (18.18%) Degree
4 7 (3.98%) Computer Science Degree
5 6 (3.41%) Master's Degree
5 6 (3.41%) Microsoft Certification
5 6 (3.41%) PhD
6 4 (2.27%) BPSS Clearance
7 3 (1.70%) Azure Certification
8 2 (1.14%) Tableau Certification
9 1 (0.57%) CIMA
9 1 (0.57%) CTC Cleared
9 1 (0.57%) DBS Check
9 1 (0.57%) DV Cleared
9 1 (0.57%) Numerate Degree
Quality Assurance & Compliance
1 23 (13.07%) Data Quality
2 11 (6.25%) Actionable Recommendations
3 9 (5.11%) QA
4 7 (3.98%) GDPR
5 3 (1.70%) Accessibility
6 2 (1.14%) PCI DSS
6 2 (1.14%) WCAG
7 1 (0.57%) MiFID
7 1 (0.57%) Sarbanes-Oxley
System Software
1 4 (2.27%) Docker
2 2 (1.14%) HDFS
Systems Management
1 9 (5.11%) Kubernetes
2 6 (3.41%) Terraform
Vendors
1 22 (12.50%) Databricks
2 17 (9.66%) Microsoft
3 7 (3.98%) Amplitude
4 5 (2.84%) OpenAI
4 5 (2.84%) Pega
5 4 (2.27%) Google
5 4 (2.27%) ServiceNow
6 3 (1.70%) Informatica
6 3 (1.70%) Oracle
6 3 (1.70%) Red Hat
6 3 (1.70%) SAP
7 2 (1.14%) Splunk
8 1 (0.57%) Adobe
8 1 (0.57%) Alteryx
8 1 (0.57%) Arqiva
8 1 (0.57%) Cognos
8 1 (0.57%) Salesforce
8 1 (0.57%) UiPath