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 15 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
15 May 2024
Same period 2023 Same period 2022
Rank 385 425 388
Rank change year-on-year +40 -37 -90
Contract jobs citing R 191 294 587
As % of all contract jobs advertised in the UK 0.45% 0.51% 0.67%
As % of the Programming Languages category 1.51% 1.48% 1.85%
Number of daily rates quoted 136 182 391
10th Percentile £355 £326 £313
25th Percentile £397 £431 £408
Median daily rate (50th Percentile) £550 £550 £525
Median % change year-on-year - +4.76% +2.44%
75th Percentile £638 £650 £625
90th Percentile £763 £821 £713
UK excluding London median daily rate £400 £500 £475
% change year-on-year -20.00% +5.26% -1.30%
Number of hourly rates quoted 11 23 32
10th Percentile £21.25 £20.47 £19.52
25th Percentile £23.99 £22.16 £20.54
Median hourly rate £42.50 £70.00 £37.50
Median % change year-on-year -39.29% +86.67% +44.23%
75th Percentile £51.71 £75.00 £56.88
90th Percentile £77.50 - £65.54
UK excluding London median hourly rate £21.73 £62.50 £19.52
% change year-on-year -65.23% +220.18% -24.92%

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 12,689 19,807 31,680
As % of all contract IT jobs advertised in the UK 29.82% 34.69% 36.23%
Number of daily rates quoted 9,016 14,288 23,102
10th Percentile £350 £392 £385
25th Percentile £425 £463 £455
Median daily rate (50th Percentile) £533 £550 £550
Median % change year-on-year -3.09% - +10.00%
75th Percentile £650 £675 £653
90th Percentile £763 £785 £750
UK excluding London median daily rate £489 £500 £490
% change year-on-year -2.20% +2.04% +15.29%
Number of hourly rates quoted 491 450 512
10th Percentile £32.25 £26.24 £19.56
25th Percentile £46.25 £50.00 £35.00
Median hourly rate £62.50 £62.50 £50.10
Median % change year-on-year - +24.75% +16.95%
75th Percentile £70.00 £70.00 £60.00
90th Percentile £78.75 £78.00 £74.30
UK excluding London median hourly rate £62.50 £62.50 £50.00
% change year-on-year - +25.00% +24.05%

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 15 May 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 15 May 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 15 May 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 +5 161 £550 - 360
London +53 97 £580 -3.33% 191
Work from Home +95 89 £575 +8.49% 102
UK excluding London -16 51 £400 -20.00% 191
Midlands +48 19 £450 -18.18% 39
South East +1 11 £350 -36.36% 45
West Midlands +27 10 £550 +47.06% 26
East Midlands +23 9 £363 -39.58% 13
East of England +3 8 £388 +29.17% 15
South West +9 5 £525 +10.53% 19
North of England -20 4 £513 -14.58% 45
Wales +25 3 £412 -28.35% 10
North West -17 3 £513 -21.15% 23
Scotland +38 1 £221 -41.15% 12
North East - 1 - - 10

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 33 (17.28%) SAS
2 10 (5.24%) Apache Spark
3 5 (2.62%) SharePoint
4 2 (1.05%) Apache
4 2 (1.05%) Jupyter
5 1 (0.52%) Apache Airflow
5 1 (0.52%) Confluence
Applications
1 17 (8.90%) SPSS
2 7 (3.66%) Microsoft Excel
3 2 (1.05%) Microsoft PowerPoint
3 2 (1.05%) Spreadsheet
3 2 (1.05%) Stata
4 1 (0.52%) Microsoft Office
Business Applications
1 3 (1.57%) Primavera
2 1 (0.52%) SAP IBP
Cloud Services
1 43 (22.51%) Azure
2 38 (19.90%) Power Platform
3 34 (17.80%) AWS
4 22 (11.52%) GCP
5 7 (3.66%) Veeva
6 5 (2.62%) GitHub
7 4 (2.09%) Amazon SageMaker
7 4 (2.09%) Azure DevOps
7 4 (2.09%) Azure Machine Learning
7 4 (2.09%) Power Automate
7 4 (2.09%) PowerApps
8 3 (1.57%) Amazon S3
8 3 (1.57%) AWS Step Functions
8 3 (1.57%) Azure Synapse Analytics
9 2 (1.05%) Amazon CloudWatch
9 2 (1.05%) Amazon ECS
9 2 (1.05%) AWS Lambda
9 2 (1.05%) Google Data Studio
9 2 (1.05%) Serverless
10 1 (0.52%) Amazon Kinesis
Communications & Networking
1 1 (0.52%) Wireless
Database & Business Intelligence
1 38 (19.90%) Power BI
2 29 (15.18%) Tableau
3 20 (10.47%) Big Data
4 16 (8.38%) Hadoop
5 12 (6.28%) Data Warehouse
6 11 (5.76%) BusinessObjects
7 10 (5.24%) Data Lake
8 8 (4.19%) Data Mining
8 8 (4.19%) Elasticsearch
8 8 (4.19%) Qlik Sense
9 6 (3.14%) Looker
9 6 (3.14%) Relational Database
9 6 (3.14%) SQL Server
10 5 (2.62%) Impala
10 5 (2.62%) SQL Server Integration Services
11 4 (2.09%) Amazon Athena
11 4 (2.09%) Azure SQL Database
11 4 (2.09%) BigQuery
12 3 (1.57%) Amazon Redshift
12 3 (1.57%) NoSQL
Development Applications
1 5 (2.62%) JIRA
2 4 (2.09%) RStudio
3 3 (1.57%) Git
4 2 (1.05%) CircleCI
4 2 (1.05%) Jenkins
5 1 (0.52%) Atlassian Bamboo
5 1 (0.52%) PyCharm
5 1 (0.52%) Toad
5 1 (0.52%) Visual Studio
General
1 58 (30.37%) Finance
2 56 (29.32%) Analytical Skills
3 46 (24.08%) Social Skills
4 16 (8.38%) Public Sector
5 15 (7.85%) Front Office
6 12 (6.28%) Banking
7 10 (5.24%) Marketing
7 10 (5.24%) Pharmaceutical
8 6 (3.14%) Police
8 6 (3.14%) Presentation Skills
9 5 (2.62%) Investment Banking
10 3 (1.57%) Advertising
10 3 (1.57%) Organisational Skills
10 3 (1.57%) Retail
10 3 (1.57%) Telecoms
11 2 (1.05%) Corporate Banking
11 2 (1.05%) Law
11 2 (1.05%) Legal
11 2 (1.05%) Local Government
11 2 (1.05%) Retail Banking
Job Titles
1 43 (22.51%) Analyst
2 41 (21.47%) Data Scientist
3 32 (16.75%) Developer
4 30 (15.71%) Data Analyst
5 16 (8.38%) Python Developer
5 16 (8.38%) Quantitative Developer
6 14 (7.33%) Finance Manager
6 14 (7.33%) Senior
7 13 (6.81%) Data Engineer
8 9 (4.71%) Programmer
9 8 (4.19%) Data Manager
9 8 (4.19%) SIEM Engineer
10 7 (3.66%) SQL Analyst
10 7 (3.66%) SQL Data Analyst
11 6 (3.14%) Credit Analyst
11 6 (3.14%) Lead
11 6 (3.14%) Qualitative Analyst
11 6 (3.14%) Quantitative Analyst
12 5 (2.62%) Econometrician
12 5 (2.62%) Senior Data Analyst
Libraries, Frameworks & Software Standards
1 8 (4.19%) D3.js
1 8 (4.19%) Elastic Stack
2 7 (3.66%) PySpark
3 5 (2.62%) Pandas
3 5 (2.62%) Shiny
4 3 (1.57%) PyTorch
4 3 (1.57%) React
4 3 (1.57%) scikit-learn
4 3 (1.57%) TensorFlow
5 2 (1.05%) .NET
5 2 (1.05%) GeoPandas
5 2 (1.05%) HTML
5 2 (1.05%) Kafka
5 2 (1.05%) Matplotlib
5 2 (1.05%) NumPy
6 1 (0.52%) .NET Framework
6 1 (0.52%) AngularJS
6 1 (0.52%) BREW
6 1 (0.52%) JSON
6 1 (0.52%) ODBC
Miscellaneous
1 25 (13.09%) Algorithms
2 23 (12.04%) Derivative
3 19 (9.95%) Hedge funds
4 17 (8.90%) Fixed Income
5 14 (7.33%) Equities
6 12 (6.28%) Self-Motivation
7 8 (4.19%) Data Structures
7 8 (4.19%) Linux Command Line
8 7 (3.66%) Credit Risk
9 5 (2.62%) Credit Derivative
9 5 (2.62%) Multi-touch
10 4 (2.09%) Analytical Mindset
11 3 (1.57%) Public Cloud
12 2 (1.05%) Enterprise Software
12 2 (1.05%) Life Science
12 2 (1.05%) Management Information System
12 2 (1.05%) Social Media
13 1 (0.52%) Blog
13 1 (0.52%) Clustering
13 1 (0.52%) Replication
Operating Systems
1 11 (5.76%) Windows
2 9 (4.71%) Linux
3 8 (4.19%) Ubuntu
Processes & Methodologies
1 62 (32.46%) Data Science
2 60 (31.41%) Visualisation
3 58 (30.37%) Data Analysis
4 51 (26.70%) Business Intelligence
5 42 (21.99%) Analytics
5 42 (21.99%) Statistics
6 41 (21.47%) Data Modelling
7 40 (20.94%) Mathematics
8 38 (19.90%) Agile
9 37 (19.37%) Machine Learning
10 34 (17.80%) Computer Science
10 34 (17.80%) Data Visualisation
11 29 (15.18%) Problem-Solving
12 20 (10.47%) Software Engineering
13 17 (8.90%) Asset Management
13 17 (8.90%) Predictive Modelling
14 16 (8.38%) Data Management
14 16 (8.38%) ETL
14 16 (8.38%) Investment Management
14 16 (8.38%) Quantitative Research
Programming Languages
1 161 (84.29%) Python
2 92 (48.17%) SQL
3 15 (7.85%) C#
4 14 (7.33%) Java
5 9 (4.71%) JavaScript
5 9 (4.71%) Scala
6 7 (3.66%) C++
6 7 (3.66%) VB
7 5 (2.62%) PL/SQL
8 4 (2.09%) Data Analysis Expressions
9 3 (1.57%) PHP
9 3 (1.57%) T-SQL
10 2 (1.05%) Shell Script
11 1 (0.52%) Bash
11 1 (0.52%) MATLAB
11 1 (0.52%) PowerShell
11 1 (0.52%) VBA
Qualifications
1 43 (22.51%) Degree
2 21 (10.99%) Computer Science Degree
2 21 (10.99%) Security Cleared
3 16 (8.38%) SC Cleared
4 13 (6.81%) Master's Degree
5 11 (5.76%) Numerate Degree
5 11 (5.76%) PhD
6 5 (2.62%) BPSS Clearance
7 3 (1.57%) CIMA
8 2 (1.05%) DV Cleared
8 2 (1.05%) IBM Certification
9 1 (0.52%) Azure Certification
9 1 (0.52%) CTC Cleared
9 1 (0.52%) Postgraduate
9 1 (0.52%) Tableau Certification
Quality Assurance & Compliance
1 10 (5.24%) Data Quality
2 9 (4.71%) CDISC
3 5 (2.62%) QA
4 4 (2.09%) GxP
4 4 (2.09%) PMO
5 3 (1.57%) Good Clinical Practice
6 2 (1.05%) ISO/IEC 27001
6 2 (1.05%) NCSC
6 2 (1.05%) NIST
7 1 (0.52%) Accessibility
7 1 (0.52%) Basel II
7 1 (0.52%) Basel III
7 1 (0.52%) California Consumer Privacy Act
7 1 (0.52%) GDPR
7 1 (0.52%) SLA
System Software
1 9 (4.71%) Active Directory
2 8 (4.19%) iptables
3 5 (2.62%) Docker
Systems Management
1 8 (4.19%) Kibana
1 8 (4.19%) logstash
2 5 (2.62%) Kubernetes
3 2 (1.05%) Terraform
Vendors
1 15 (7.85%) Bloomberg
2 12 (6.28%) Microsoft
3 10 (5.24%) Databricks
4 6 (3.14%) SAP
5 4 (2.09%) Google
6 2 (1.05%) ESRI
6 2 (1.05%) IBM
6 2 (1.05%) OpenAI
6 2 (1.05%) Oracle
7 1 (0.52%) Anaplan
7 1 (0.52%) Atlassian
7 1 (0.52%) Cognos
7 1 (0.52%) Sage
7 1 (0.52%) Salesforce
7 1 (0.52%) ServiceNow
7 1 (0.52%) Snow
7 1 (0.52%) Splunk