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 27 April 2024 with a comparison to the same period in the previous 2 years.

6 months to
27 Apr 2024
Same period 2023 Same period 2022
Rank 401 423 375
Rank change year-on-year +22 -48 -85
Contract jobs citing R 200 316 622
As % of all contract jobs advertised in the UK 0.46% 0.53% 0.70%
As % of the Programming Languages category 1.57% 1.51% 1.93%
Number of daily rates quoted 137 193 413
10th Percentile £342 £340 £308
25th Percentile £400 £431 £413
Median daily rate (50th Percentile) £550 £550 £525
Median % change year-on-year - +4.76% -
75th Percentile £638 £650 £625
90th Percentile £763 £775 £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 £60.25
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 12,747 20,965 32,275
As % of all contract IT jobs advertised in the UK 29.44% 35.05% 36.33%
Number of daily rates quoted 9,054 15,147 23,495
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 £750 £783 £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 480 477 511
10th Percentile £31.25 £26.39 £19.91
25th Percentile £46.25 £50.00 £35.00
Median hourly rate £60.07 £60.70 £50.00
Median % change year-on-year -1.04% +21.40% +13.64%
75th Percentile £70.00 £70.00 £60.00
90th Percentile £78.88 £77.00 £67.80
UK excluding London median hourly rate £62.50 £62.50 £49.25
% change year-on-year - +26.90% +15.88%

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 27 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 27 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 27 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 +29 163 £550 - 213
London +44 102 £580 -3.33% 118
Work from Home +102 99 £583 +10.00% 72
UK excluding London -3 48 £412 -13.26% 101
Midlands +34 13 £550 +37.84% 15
South East +6 10 £350 -36.36% 33
West Midlands +38 9 £550 +177.78% 12
East of England +9 8 £388 +29.17% 8
North of England -6 6 £513 -6.82% 28
Wales +19 5 £396 +5.60% 6
South West +12 5 £525 +10.53% 7
North West -16 5 £513 -21.15% 20
East Midlands +21 4 £368 -38.75% 3
Scotland +25 1 £221 -41.07% 6
North East +20 1 - - 3

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 (14.50%) SAS
2 15 (7.50%) Apache Spark
3 6 (3.00%) SharePoint
4 2 (1.00%) Apache
4 2 (1.00%) Apache Airflow
4 2 (1.00%) Jupyter
Applications
1 17 (8.50%) SPSS
2 9 (4.50%) Microsoft Excel
3 2 (1.00%) Microsoft Office
3 2 (1.00%) Microsoft PowerPoint
3 2 (1.00%) Spreadsheet
Business Applications
1 3 (1.50%) Primavera
2 1 (0.50%) SAP IBP
Cloud Services
1 48 (24.00%) Azure
2 45 (22.50%) Power Platform
3 37 (18.50%) AWS
4 26 (13.00%) GCP
5 7 (3.50%) Power Automate
5 7 (3.50%) Veeva
6 5 (2.50%) Amazon S3
6 5 (2.50%) GitHub
6 5 (2.50%) PowerApps
7 4 (2.00%) Amazon SageMaker
7 4 (2.00%) AWS Lambda
7 4 (2.00%) Azure DevOps
7 4 (2.00%) Azure Machine Learning
7 4 (2.00%) Azure Synapse Analytics
7 4 (2.00%) Serverless
8 3 (1.50%) Azure Data Factory
8 3 (1.50%) Google Analytics
9 2 (1.00%) dbt
9 2 (1.00%) Google Data Studio
9 2 (1.00%) Snowflake
Communications & Networking
1 1 (0.50%) Remote Desktop
1 1 (0.50%) Wireless
Database & Business Intelligence
1 45 (22.50%) Power BI
2 31 (15.50%) Tableau
3 22 (11.00%) Big Data
4 13 (6.50%) Data Lake
5 12 (6.00%) Hadoop
6 11 (5.50%) BusinessObjects
6 11 (5.50%) Data Warehouse
7 8 (4.00%) Data Mining
7 8 (4.00%) Elasticsearch
7 8 (4.00%) Qlik Sense
8 7 (3.50%) Looker
9 6 (3.00%) BigQuery
9 6 (3.00%) SQL Server
10 5 (2.50%) Relational Database
10 5 (2.50%) SQL Server Integration Services
11 4 (2.00%) Amazon Redshift
11 4 (2.00%) Azure SQL Database
12 3 (1.50%) Amazon Athena
12 3 (1.50%) MySQL
12 3 (1.50%) Spark SQL
Development Applications
1 4 (2.00%) Git
1 4 (2.00%) JIRA
1 4 (2.00%) RStudio
2 3 (1.50%) Jenkins
3 2 (1.00%) CircleCI
4 1 (0.50%) PyCharm
4 1 (0.50%) Toad
4 1 (0.50%) Visual Studio
General
1 57 (28.50%) Analytical Skills
2 55 (27.50%) Finance
3 48 (24.00%) Social Skills
4 17 (8.50%) Public Sector
5 16 (8.00%) Front Office
6 14 (7.00%) Marketing
7 11 (5.50%) Pharmaceutical
8 10 (5.00%) Banking
9 7 (3.50%) Police
9 7 (3.50%) Presentation Skills
10 5 (2.50%) Investment Banking
11 4 (2.00%) Legal
12 3 (1.50%) Advertising
12 3 (1.50%) Retail
12 3 (1.50%) Telecoms
13 2 (1.00%) Corporate Banking
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 (23.00%) Data Scientist
2 36 (18.00%) Analyst
3 34 (17.00%) Developer
4 24 (12.00%) Data Analyst
5 18 (9.00%) Data Engineer
6 17 (8.50%) Python Developer
6 17 (8.50%) Quantitative Developer
7 14 (7.00%) Finance Manager
8 11 (5.50%) Senior
9 9 (4.50%) Programmer
10 8 (4.00%) Data Manager
10 8 (4.00%) SIEM Engineer
11 7 (3.50%) SQL Analyst
11 7 (3.50%) SQL Data Analyst
12 6 (3.00%) Lead
12 6 (3.00%) Qualitative Analyst
12 6 (3.00%) Quantitative Analyst
13 5 (2.50%) Consultant
13 5 (2.50%) Credit Analyst
13 5 (2.50%) SAS Programmer
Libraries, Frameworks & Software Standards
1 8 (4.00%) D3.js
1 8 (4.00%) Elastic Stack
2 7 (3.50%) Pandas
2 7 (3.50%) PySpark
2 7 (3.50%) Shiny
3 3 (1.50%) Kafka
3 3 (1.50%) PyTorch
3 3 (1.50%) React
3 3 (1.50%) scikit-learn
3 3 (1.50%) 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%) ODBC
5 1 (0.50%) OLE
5 1 (0.50%) Plotly
Miscellaneous
1 26 (13.00%) Algorithms
2 24 (12.00%) Derivative
3 20 (10.00%) Hedge funds
4 18 (9.00%) Fixed Income
5 14 (7.00%) Equities
6 9 (4.50%) Data Structures
7 8 (4.00%) Linux Command Line
8 7 (3.50%) Multi-touch
8 7 (3.50%) Self-Motivation
9 6 (3.00%) Credit Derivative
10 5 (2.50%) Credit Risk
10 5 (2.50%) Social Media
11 4 (2.00%) Analytical Mindset
12 3 (1.50%) 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
14 1 (0.50%) Marketing Technology
14 1 (0.50%) Public Cloud
Operating Systems
1 12 (6.00%) Windows
2 9 (4.50%) Linux
3 8 (4.00%) Ubuntu
Processes & Methodologies
1 68 (34.00%) Data Science
2 64 (32.00%) Visualisation
3 62 (31.00%) Data Analysis
4 54 (27.00%) Business Intelligence
5 45 (22.50%) Analytics
5 45 (22.50%) Data Modelling
6 43 (21.50%) Mathematics
6 43 (21.50%) Statistics
7 42 (21.00%) Machine Learning
8 38 (19.00%) Agile
8 38 (19.00%) Data Visualisation
9 34 (17.00%) Computer Science
10 29 (14.50%) Problem-Solving
11 24 (12.00%) Software Engineering
12 19 (9.50%) ETL
13 18 (9.00%) Asset Management
13 18 (9.00%) Investment Management
13 18 (9.00%) Statistical Analysis
14 17 (8.50%) Data Management
14 17 (8.50%) Predictive Modelling
Programming Languages
1 167 (83.50%) Python
2 93 (46.50%) SQL
3 15 (7.50%) C#
4 14 (7.00%) Java
5 12 (6.00%) Scala
6 9 (4.50%) JavaScript
7 7 (3.50%) C++
7 7 (3.50%) VB
8 5 (2.50%) Data Analysis Expressions
8 5 (2.50%) T-SQL
9 4 (2.00%) PL/SQL
10 3 (1.50%) MATLAB
10 3 (1.50%) 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 (22.00%) Degree
2 24 (12.00%) Security Cleared
3 20 (10.00%) Computer Science Degree
4 19 (9.50%) SC Cleared
5 13 (6.50%) Master's Degree
6 11 (5.50%) Numerate Degree
7 10 (5.00%) PhD
8 4 (2.00%) BPSS Clearance
9 3 (1.50%) CIMA
10 2 (1.00%) DV Cleared
10 2 (1.00%) IBM Certification
11 1 (0.50%) A+ Certification
11 1 (0.50%) Azure Certification
11 1 (0.50%) CTC Cleared
11 1 (0.50%) MCITP
11 1 (0.50%) Microsoft Certification
11 1 (0.50%) Postgraduate
11 1 (0.50%) Tableau Certification
Quality Assurance & Compliance
1 9 (4.50%) CDISC
1 9 (4.50%) Data Quality
2 7 (3.50%) QA
3 4 (2.00%) GxP
3 4 (2.00%) PMO
4 3 (1.50%) 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 (5.00%) Active Directory
2 8 (4.00%) iptables
3 5 (2.50%) Docker
Systems Management
1 8 (4.00%) Kibana
1 8 (4.00%) logstash
2 5 (2.50%) Kubernetes
3 2 (1.00%) Terraform
Vendors
1 16 (8.00%) Bloomberg
2 14 (7.00%) Databricks
2 14 (7.00%) Microsoft
3 9 (4.50%) SAP
4 7 (3.50%) Google
5 3 (1.50%) Salesforce
6 2 (1.00%) ESRI
6 2 (1.00%) IBM
7 1 (0.50%) Anaplan
7 1 (0.50%) Cloudera
7 1 (0.50%) Cognos
7 1 (0.50%) OpenAI
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