R
UK

The following table provides summary statistics for contract job vacancies with a requirement for R skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited R over the 6 months to 29 April 2024 with a comparison to the same period in the previous 2 years.

6 months to
29 Apr 2024
Same period 2023 Same period 2022
Rank 401 419 379
Rank change year-on-year +18 -40 -88
Contract jobs citing R 201 314 613
As % of all contract jobs advertised in the UK 0.46% 0.53% 0.69%
As % of the Programming Languages category 1.56% 1.50% 1.90%
Number of daily rates quoted 137 192 408
10th Percentile £342 £350 £312
25th Percentile £400 £434 £411
Median daily rate (50th Percentile) £550 £550 £525
Median % change year-on-year - +4.76% -
75th Percentile £638 £650 £625
90th Percentile £763 £786 £713
UK excluding London median daily rate £412 £475 £475
% change year-on-year -13.26% - -5.00%
Number of hourly rates quoted 11 23 35
10th Percentile £25.36 £20.47 £19.52
25th Percentile £25.87 £22.16 £20.33
Median hourly rate £42.50 £70.00 £37.50
Median % change year-on-year -39.29% +86.67% +41.51%
75th Percentile £53.58 £75.00 £57.75
90th Percentile £77.50 - £65.54
UK excluding London median hourly rate £25.36 £57.50 £19.91
% change year-on-year -55.90% +188.80% -23.42%

All Programming Languages
UK

R is in the Programming Languages category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies with a requirement for coding skills.

Contract vacancies with a requirement for coding skills 12,854 20,901 32,217
As % of all contract IT jobs advertised in the UK 29.49% 35.02% 36.30%
Number of daily rates quoted 9,130 15,092 23,463
10th Percentile £350 £400 £381
25th Percentile £425 £463 £450
Median daily rate (50th Percentile) £525 £550 £550
Median % change year-on-year -4.55% - +10.00%
75th Percentile £650 £675 £650
90th Percentile £760 £780 £750
UK excluding London median daily rate £489 £500 £485
% change year-on-year -2.20% +3.09% +14.12%
Number of hourly rates quoted 485 471 514
10th Percentile £31.25 £26.25 £19.91
25th Percentile £46.25 £50.00 £35.00
Median hourly rate £60.50 £60.70 £50.00
Median % change year-on-year -0.33% +21.40% +13.64%
75th Percentile £70.00 £70.00 £60.00
90th Percentile £78.75 £77.00 £68.75
UK excluding London median hourly rate £62.50 £62.50 £49.52
% change year-on-year - +26.21% +16.52%

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 29 April 2024.

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 29 April 2024.

Hourly rate histogram for R in the UK

R
Top 15 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 29 April 2024. 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 +5 164 £550 - 355
London +53 103 £580 -3.33% 186
Work from Home +90 99 £583 +10.00% 89
UK excluding London 0 48 £412 -13.26% 195
Midlands +39 13 £550 +37.84% 35
South East -2 10 £350 -36.36% 48
West Midlands +36 9 £550 +177.78% 24
East of England +5 8 £388 +29.17% 19
North of England -9 6 £513 -6.82% 51
Wales +18 5 £396 -31.13% 13
South West +2 5 £525 +10.53% 15
North West -8 5 £513 -21.15% 32
East Midlands +25 4 £368 -38.75% 11
Scotland +26 1 £221 -41.11% 13
North East - 1 - - 6

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 (14.43%) SAS
2 15 (7.46%) Apache Spark
3 6 (2.99%) SharePoint
4 2 (1.00%) Apache
4 2 (1.00%) Apache Airflow
4 2 (1.00%) Jupyter
Applications
1 17 (8.46%) SPSS
2 9 (4.48%) Microsoft Excel
3 2 (1.00%) Microsoft Office
3 2 (1.00%) Microsoft PowerPoint
3 2 (1.00%) Spreadsheet
Business Applications
1 3 (1.49%) Primavera
2 1 (0.50%) SAP IBP
Cloud Services
1 49 (24.38%) Azure
2 45 (22.39%) Power Platform
3 37 (18.41%) AWS
4 26 (12.94%) GCP
5 7 (3.48%) Power Automate
5 7 (3.48%) Veeva
6 5 (2.49%) Amazon S3
6 5 (2.49%) Azure Machine Learning
6 5 (2.49%) GitHub
6 5 (2.49%) PowerApps
7 4 (1.99%) Amazon SageMaker
7 4 (1.99%) AWS Lambda
7 4 (1.99%) Azure DevOps
7 4 (1.99%) Azure Synapse Analytics
7 4 (1.99%) Serverless
8 3 (1.49%) Azure Data Factory
8 3 (1.49%) Google Analytics
9 2 (1.00%) Amazon CloudWatch
9 2 (1.00%) Amazon ECS
9 2 (1.00%) Microsoft 365
Communications & Networking
1 1 (0.50%) Remote Desktop
1 1 (0.50%) Wireless
Database & Business Intelligence
1 45 (22.39%) Power BI
2 31 (15.42%) Tableau
3 22 (10.95%) Big Data
4 13 (6.47%) Data Lake
5 12 (5.97%) Hadoop
6 11 (5.47%) BusinessObjects
6 11 (5.47%) Data Warehouse
7 8 (3.98%) Data Mining
7 8 (3.98%) Elasticsearch
7 8 (3.98%) Qlik Sense
8 7 (3.48%) Looker
9 6 (2.99%) BigQuery
9 6 (2.99%) SQL Server
10 5 (2.49%) Relational Database
10 5 (2.49%) SQL Server Integration Services
11 4 (1.99%) Amazon Redshift
11 4 (1.99%) Azure SQL Database
12 3 (1.49%) Amazon Athena
12 3 (1.49%) Delta Lake
12 3 (1.49%) Spark SQL
Development Applications
1 4 (1.99%) Git
1 4 (1.99%) JIRA
1 4 (1.99%) RStudio
2 3 (1.49%) Jenkins
3 2 (1.00%) CircleCI
4 1 (0.50%) PyCharm
4 1 (0.50%) Toad
4 1 (0.50%) Visual Studio
General
1 58 (28.86%) Analytical Skills
2 55 (27.36%) Finance
3 48 (23.88%) Social Skills
4 18 (8.96%) Public Sector
5 16 (7.96%) Front Office
6 14 (6.97%) Marketing
7 11 (5.47%) Pharmaceutical
8 10 (4.98%) Banking
9 7 (3.48%) Police
9 7 (3.48%) Presentation Skills
10 5 (2.49%) Investment Banking
11 4 (1.99%) Legal
12 3 (1.49%) Advertising
12 3 (1.49%) Retail
12 3 (1.49%) Telecoms
13 2 (1.00%) Agriculture
13 2 (1.00%) Law
13 2 (1.00%) Local Government
13 2 (1.00%) Organisational Skills
13 2 (1.00%) Retail Banking
Job Titles
1 46 (22.89%) Data Scientist
2 36 (17.91%) Analyst
3 34 (16.92%) Developer
4 24 (11.94%) Data Analyst
5 19 (9.45%) Data Engineer
6 17 (8.46%) Python Developer
6 17 (8.46%) Quantitative Developer
7 14 (6.97%) Finance Manager
8 11 (5.47%) Senior
9 9 (4.48%) Programmer
10 8 (3.98%) Data Manager
10 8 (3.98%) SIEM Engineer
11 7 (3.48%) SQL Analyst
11 7 (3.48%) SQL Data Analyst
12 6 (2.99%) Lead
12 6 (2.99%) Qualitative Analyst
12 6 (2.99%) Quantitative Analyst
13 5 (2.49%) Azure Engineer
13 5 (2.49%) Econometrician
13 5 (2.49%) SAS Programmer
Libraries, Frameworks & Software Standards
1 8 (3.98%) D3.js
1 8 (3.98%) Elastic Stack
1 8 (3.98%) PySpark
2 7 (3.48%) Pandas
2 7 (3.48%) Shiny
3 3 (1.49%) Kafka
3 3 (1.49%) PyTorch
3 3 (1.49%) React
3 3 (1.49%) scikit-learn
3 3 (1.49%) TensorFlow
4 2 (1.00%) .NET
4 2 (1.00%) GeoPandas
4 2 (1.00%) HTML
4 2 (1.00%) JSON
4 2 (1.00%) Matplotlib
4 2 (1.00%) NumPy
5 1 (0.50%) .NET Framework
5 1 (0.50%) Jinja
5 1 (0.50%) ODBC
5 1 (0.50%) OLE
Miscellaneous
1 26 (12.94%) Algorithms
2 24 (11.94%) Derivative
3 20 (9.95%) Hedge funds
4 18 (8.96%) Fixed Income
5 14 (6.97%) Equities
6 9 (4.48%) Data Structures
7 8 (3.98%) Linux Command Line
8 7 (3.48%) Multi-touch
8 7 (3.48%) Self-Motivation
9 6 (2.99%) Credit Derivative
10 5 (2.49%) Credit Risk
10 5 (2.49%) Social Media
11 4 (1.99%) Analytical Mindset
12 3 (1.49%) Management Information System
13 2 (1.00%) Blog
13 2 (1.00%) Enterprise Software
13 2 (1.00%) Greenfield Project
13 2 (1.00%) Life Science
13 2 (1.00%) Public Cloud
14 1 (0.50%) Renewable Energy
Operating Systems
1 12 (5.97%) Windows
2 9 (4.48%) Linux
3 8 (3.98%) Ubuntu
Processes & Methodologies
1 68 (33.83%) Data Science
2 64 (31.84%) Visualisation
3 62 (30.85%) Data Analysis
4 54 (26.87%) Business Intelligence
5 45 (22.39%) Analytics
5 45 (22.39%) Data Modelling
6 43 (21.39%) Machine Learning
6 43 (21.39%) Mathematics
6 43 (21.39%) Statistics
7 38 (18.91%) Agile
7 38 (18.91%) Data Visualisation
8 34 (16.92%) Computer Science
9 29 (14.43%) Problem-Solving
10 24 (11.94%) Software Engineering
11 19 (9.45%) ETL
12 18 (8.96%) Asset Management
12 18 (8.96%) Investment Management
12 18 (8.96%) Statistical Analysis
13 17 (8.46%) Data Management
13 17 (8.46%) Quantitative Research
Programming Languages
1 168 (83.58%) Python
2 93 (46.27%) SQL
3 15 (7.46%) C#
4 14 (6.97%) Java
5 12 (5.97%) Scala
6 9 (4.48%) JavaScript
7 7 (3.48%) C++
7 7 (3.48%) VB
8 5 (2.49%) Data Analysis Expressions
8 5 (2.49%) T-SQL
9 4 (1.99%) PL/SQL
10 3 (1.49%) MATLAB
10 3 (1.49%) PHP
11 2 (1.00%) Shell Script
12 1 (0.50%) Bash
12 1 (0.50%) Julia
12 1 (0.50%) VBA
Qualifications
1 44 (21.89%) Degree
2 25 (12.44%) Security Cleared
3 20 (9.95%) Computer Science Degree
3 20 (9.95%) SC Cleared
4 13 (6.47%) Master's Degree
5 11 (5.47%) Numerate Degree
6 10 (4.98%) PhD
7 4 (1.99%) BPSS Clearance
8 3 (1.49%) CIMA
9 2 (1.00%) DV Cleared
9 2 (1.00%) IBM Certification
10 1 (0.50%) A+ Certification
10 1 (0.50%) Azure Certification
10 1 (0.50%) CTC Cleared
10 1 (0.50%) MCITP
10 1 (0.50%) Microsoft Certification
10 1 (0.50%) Postgraduate
10 1 (0.50%) Tableau Certification
Quality Assurance & Compliance
1 9 (4.48%) CDISC
1 9 (4.48%) Data Quality
2 7 (3.48%) QA
3 4 (1.99%) GxP
3 4 (1.99%) PMO
4 3 (1.49%) Good Clinical Practice
5 2 (1.00%) ISO/IEC 27001
5 2 (1.00%) NCSC
5 2 (1.00%) NIST
6 1 (0.50%) Accessibility
6 1 (0.50%) Basel II
6 1 (0.50%) Basel III
6 1 (0.50%) California Consumer Privacy Act
6 1 (0.50%) GDPR
6 1 (0.50%) SLA
System Software
1 10 (4.98%) Active Directory
2 8 (3.98%) iptables
3 5 (2.49%) Docker
Systems Management
1 8 (3.98%) Kibana
1 8 (3.98%) logstash
2 5 (2.49%) Kubernetes
3 2 (1.00%) Terraform
Vendors
1 16 (7.96%) Bloomberg
2 14 (6.97%) Databricks
2 14 (6.97%) Microsoft
3 9 (4.48%) SAP
4 7 (3.48%) Google
5 3 (1.49%) Salesforce
6 2 (1.00%) ESRI
6 2 (1.00%) IBM
6 2 (1.00%) OpenAI
7 1 (0.50%) Anaplan
7 1 (0.50%) Cloudera
7 1 (0.50%) Cognos
7 1 (0.50%) Oracle
7 1 (0.50%) ServiceNow
7 1 (0.50%) Snow
7 1 (0.50%) Splunk
7 1 (0.50%) Workday