R Contracts

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 1 June 2024 with a comparison to the same period in the previous 2 years.

6 months to
1 Jun 2024
Same period 2023 Same period 2022
Rank 397 418 387
Rank change year-on-year +21 -31 -82
Contract jobs citing R 182 285 586
As % of all contract jobs advertised in the UK 0.42% 0.51% 0.67%
As % of the Programming Languages category 1.41% 1.49% 1.86%
Number of daily rates quoted 119 181 402
10th Percentile £315 £338 £313
25th Percentile £375 £431 £425
Median daily rate (50th Percentile) £500 £570 £527
Median % change year-on-year -12.28% +8.08% +0.46%
75th Percentile £638 £675 £640
90th Percentile £763 £825 £713
UK excluding London median daily rate £400 £510 £490
% change year-on-year -21.57% +4.08% +3.16%
Number of hourly rates quoted 17 17 29
10th Percentile £20.12 £22.16 £19.52
25th Percentile £21.25 £50.00 £19.91
Median hourly rate £21.86 £70.00 £35.50
Median % change year-on-year -68.77% +97.18% +35.24%
75th Percentile £47.50 £75.00 £55.25
90th Percentile £63.80 - £65.54
UK excluding London median hourly rate £20.24 £67.50 £19.52
% change year-on-year -70.02% +245.80% -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 12,939 19,124 31,582
As % of all contract IT jobs advertised in the UK 30.05% 34.12% 36.06%
Number of daily rates quoted 9,176 13,793 23,095
10th Percentile £350 £388 £388
25th Percentile £425 £461 £456
Median daily rate (50th Percentile) £525 £550 £550
Median % change year-on-year -4.55% - +10.00%
75th Percentile £650 £680 £660
90th Percentile £763 £788 £750
UK excluding London median daily rate £488 £500 £500
% change year-on-year -2.50% - +14.94%
Number of hourly rates quoted 522 433 488
10th Percentile £31.25 £26.60 £19.52
25th Percentile £46.25 £50.00 £35.00
Median hourly rate £62.00 £62.50 £51.75
Median % change year-on-year -0.80% +20.77% +17.21%
75th Percentile £70.00 £70.00 £61.56
90th Percentile £77.50 £78.95 £71.98
UK excluding London median hourly rate £62.50 £62.50 £52.50
% change year-on-year - +19.05% +28.05%

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 1 June 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 1 June 2024.

Hourly rate histogram for R in the UK

R
Top 16 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 1 June 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 -9 155 £500 -12.28% 259
London +35 86 £550 -8.33% 127
Work from Home +68 76 £550 - 93
UK excluding London -10 59 £400 -21.57% 138
Midlands +38 19 £450 -18.18% 25
South East 0 15 £350 -36.36% 49
West Midlands +22 10 £550 +47.06% 17
East Midlands +19 9 £363 -39.58% 8
East of England -3 9 £388 +38.39% 17
South West -2 5 £525 +13.51% 11
North of England -14 5 £550 -15.38% 21
Wales - 5 £412 - 5
North West -14 3 £513 -21.15% 11
Scotland +30 1 £221 -63.17% 9
Yorkshire +15 1 £550 - 7
North East - 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 36 (19.78%) SAS
2 7 (3.85%) Apache Spark
2 7 (3.85%) SharePoint
3 2 (1.10%) Apache
3 2 (1.10%) Jupyter
4 1 (0.55%) Confluence
Applications
1 20 (10.99%) SPSS
2 11 (6.04%) Microsoft Excel
3 3 (1.65%) Microsoft Office
3 3 (1.65%) Spreadsheet
4 2 (1.10%) Microsoft PowerPoint
4 2 (1.10%) Stata
Business Applications
1 3 (1.65%) Primavera
2 1 (0.55%) SAP IBP
Cloud Services
1 41 (22.53%) Azure
2 27 (14.84%) AWS
2 27 (14.84%) Power Platform
3 17 (9.34%) GCP
4 7 (3.85%) Veeva
5 5 (2.75%) GitHub
6 4 (2.20%) Azure DevOps
6 4 (2.20%) Azure Machine Learning
6 4 (2.20%) Power Automate
6 4 (2.20%) PowerApps
7 3 (1.65%) Azure Synapse Analytics
8 2 (1.10%) Amazon S3
8 2 (1.10%) Amazon SageMaker
9 1 (0.55%) Amazon EMR
9 1 (0.55%) Amazon Kinesis
9 1 (0.55%) AWS Step Functions
9 1 (0.55%) Azure Cosmos DB
9 1 (0.55%) Azure Data Factory
9 1 (0.55%) Google Data Studio
9 1 (0.55%) PaaS
Communications & Networking
1 1 (0.55%) Internet
1 1 (0.55%) Wireless
Database & Business Intelligence
1 31 (17.03%) Tableau
2 27 (14.84%) Power BI
3 17 (9.34%) Big Data
4 16 (8.79%) Hadoop
5 13 (7.14%) Data Warehouse
6 11 (6.04%) Data Mining
7 10 (5.49%) Data Lake
8 9 (4.95%) Relational Database
9 8 (4.40%) Elasticsearch
9 8 (4.40%) Qlik Sense
10 7 (3.85%) Looker
11 6 (3.30%) SQL Server
12 5 (2.75%) Azure SQL Database
12 5 (2.75%) Impala
12 5 (2.75%) SQL Server Integration Services
13 4 (2.20%) Amazon Athena
13 4 (2.20%) Amazon Redshift
13 4 (2.20%) Apache Hive
13 4 (2.20%) MS Access
13 4 (2.20%) NoSQL
Development Applications
1 13 (7.14%) Git
2 5 (2.75%) RStudio
3 4 (2.20%) JIRA
4 2 (1.10%) CircleCI
4 2 (1.10%) Visual Studio
5 1 (0.55%) Atlassian Bamboo
5 1 (0.55%) PyCharm
5 1 (0.55%) SQL Server Management Studio (SSMS)
5 1 (0.55%) Toad
General
1 60 (32.97%) Analytical Skills
2 55 (30.22%) Finance
3 42 (23.08%) Social Skills
4 14 (7.69%) Public Sector
5 12 (6.59%) Banking
5 12 (6.59%) Front Office
6 11 (6.04%) Marketing
7 8 (4.40%) Pharmaceutical
8 6 (3.30%) Presentation Skills
9 5 (2.75%) Investment Banking
9 5 (2.75%) Police
9 5 (2.75%) Retail
10 4 (2.20%) Advertising
11 3 (1.65%) Local Government
11 3 (1.65%) Organisational Skills
11 3 (1.65%) Telecoms
12 2 (1.10%) Agriculture
12 2 (1.10%) Corporate Banking
12 2 (1.10%) Retail Banking
13 1 (0.55%) Hungarian Language
Job Titles
1 45 (24.73%) Analyst
2 32 (17.58%) Data Analyst
3 31 (17.03%) Data Scientist
4 29 (15.93%) Developer
5 16 (8.79%) Senior
6 13 (7.14%) Python Developer
6 13 (7.14%) Quantitative Developer
7 12 (6.59%) Finance Manager
8 9 (4.95%) Data Engineer
8 9 (4.95%) Programmer
9 8 (4.40%) SIEM Engineer
10 7 (3.85%) Data Manager
10 7 (3.85%) SQL Analyst
10 7 (3.85%) SQL Data Analyst
11 6 (3.30%) Analytics Manager
11 6 (3.30%) Consultant
11 6 (3.30%) Credit Analyst
11 6 (3.30%) Qualitative Analyst
11 6 (3.30%) Quantitative Analyst
12 5 (2.75%) SAS Programmer
Libraries, Frameworks & Software Standards
1 8 (4.40%) D3.js
1 8 (4.40%) Elastic Stack
2 6 (3.30%) PySpark
3 5 (2.75%) .NET
4 3 (1.65%) Pandas
4 3 (1.65%) PyTorch
4 3 (1.65%) scikit-learn
4 3 (1.65%) Shiny
4 3 (1.65%) TensorFlow
5 2 (1.10%) .NET Framework
5 2 (1.10%) Kafka
5 2 (1.10%) React
6 1 (0.55%) AngularJS
6 1 (0.55%) BREW
6 1 (0.55%) HTML
6 1 (0.55%) Jinja
6 1 (0.55%) JSON
6 1 (0.55%) Matplotlib
6 1 (0.55%) NumPy
6 1 (0.55%) ODBC
Miscellaneous
1 26 (14.29%) Algorithms
2 20 (10.99%) Derivative
3 16 (8.79%) Hedge funds
4 14 (7.69%) Fixed Income
5 13 (7.14%) Self-Motivation
6 12 (6.59%) Equities
7 9 (4.95%) Credit Risk
8 8 (4.40%) Data Structures
8 8 (4.40%) Linux Command Line
9 5 (2.75%) Social Media
10 4 (2.20%) Credit Derivative
11 3 (1.65%) FMCG
11 3 (1.65%) Management Information System
11 3 (1.65%) Multi-touch
11 3 (1.65%) Public Cloud
12 2 (1.10%) Analytical Mindset
12 2 (1.10%) Enterprise Software
12 2 (1.10%) Life Science
13 1 (0.55%) Blog
13 1 (0.55%) Market Risk
Operating Systems
1 11 (6.04%) Windows
2 9 (4.95%) Linux
3 8 (4.40%) Ubuntu
Processes & Methodologies
1 56 (30.77%) Data Science
2 52 (28.57%) Business Intelligence
3 51 (28.02%) Analytics
3 51 (28.02%) Data Analysis
4 50 (27.47%) Statistics
5 49 (26.92%) Visualisation
6 44 (24.18%) Mathematics
7 42 (23.08%) Computer Science
8 41 (22.53%) Data Modelling
9 37 (20.33%) Agile
10 33 (18.13%) Data Visualisation
10 33 (18.13%) Machine Learning
11 31 (17.03%) Problem-Solving
12 22 (12.09%) Data Analytics
12 22 (12.09%) Statistical Analysis
13 21 (11.54%) Decision-Making
14 20 (10.99%) Statistical Modelling
15 19 (10.44%) Actionable Insight
16 18 (9.89%) Data Management
16 18 (9.89%) Software Engineering
Programming Languages
1 153 (84.07%) Python
2 91 (50.00%) SQL
3 16 (8.79%) C#
3 16 (8.79%) Java
4 10 (5.49%) C++
4 10 (5.49%) JavaScript
5 9 (4.95%) VB
6 6 (3.30%) Scala
7 5 (2.75%) PL/SQL
8 4 (2.20%) Data Analysis Expressions
8 4 (2.20%) PHP
9 3 (1.65%) T-SQL
9 3 (1.65%) VBA
10 2 (1.10%) MATLAB
10 2 (1.10%) PowerShell
10 2 (1.10%) VB.NET
11 1 (0.55%) Bash
11 1 (0.55%) C
Qualifications
1 56 (30.77%) Degree
2 21 (11.54%) Computer Science Degree
3 20 (10.99%) Security Cleared
4 18 (9.89%) Master's Degree
4 18 (9.89%) SC Cleared
5 16 (8.79%) Numerate Degree
5 16 (8.79%) PhD
6 4 (2.20%) BPSS Clearance
7 3 (1.65%) CIMA
8 2 (1.10%) CISA
8 2 (1.10%) CRISC
8 2 (1.10%) DV Cleared
8 2 (1.10%) IBM Certification
9 1 (0.55%) Azure Certification
9 1 (0.55%) CTC Cleared
9 1 (0.55%) Postgraduate
9 1 (0.55%) Tableau Certification
Quality Assurance & Compliance
1 10 (5.49%) Data Quality
2 9 (4.95%) CDISC
3 6 (3.30%) QA
4 4 (2.20%) GxP
4 4 (2.20%) PMO
5 3 (1.65%) Good Clinical Practice
5 3 (1.65%) ISO/IEC 27001
5 3 (1.65%) NIST
6 2 (1.10%) Accessibility
6 2 (1.10%) Actionable Recommendations
6 2 (1.10%) GDPR
6 2 (1.10%) NCSC
7 1 (0.55%) Basel II
7 1 (0.55%) Basel III
7 1 (0.55%) California Consumer Privacy Act
7 1 (0.55%) SLA
System Software
1 9 (4.95%) Active Directory
2 8 (4.40%) iptables
3 3 (1.65%) Docker
3 3 (1.65%) HDFS
Systems Management
1 8 (4.40%) Kibana
1 8 (4.40%) logstash
2 4 (2.20%) Kubernetes
3 2 (1.10%) Terraform
Vendors
1 13 (7.14%) Microsoft
2 12 (6.59%) Bloomberg
3 6 (3.30%) SAP
4 5 (2.75%) Databricks
5 4 (2.20%) Alteryx
6 3 (1.65%) Google
6 3 (1.65%) Oracle
7 2 (1.10%) Adobe
7 2 (1.10%) IBM
7 2 (1.10%) OpenAI
8 1 (0.55%) Anaplan
8 1 (0.55%) Atlassian
8 1 (0.55%) Cognos
8 1 (0.55%) ESRI
8 1 (0.55%) Sage
8 1 (0.55%) Salesforce
8 1 (0.55%) ServiceNow
8 1 (0.55%) Snow