R Contracts

R
UK

The table below provides summary statistics for contract job vacancies requiring R skills. It includes a benchmarking guide to the contractor rates offered in vacancies that cited R over the 6 months leading up to 12 June 2024, comparing them to the same period in the previous two years.

6 months to
12 Jun 2024
Same period 2023 Same period 2022
Rank 390 427 382
Rank change year-on-year +37 -45 -79
Contract jobs citing R 197 285 576
As % of all contract jobs advertised in the UK 0.45% 0.51% 0.66%
As % of the Programming Languages category 1.50% 1.51% 1.83%
Number of daily rates quoted 127 181 400
10th Percentile £313 £338 £315
25th Percentile £375 £435 £425
Median daily rate (50th Percentile) £525 £572 £527
Median % change year-on-year -8.22% +8.45% +1.43%
75th Percentile £631 £675 £643
90th Percentile £763 £875 £713
UK excluding London median daily rate £419 £523 £492
% change year-on-year -19.90% +6.31% +0.31%
Number of hourly rates quoted 16 19 28
10th Percentile £20.12 £22.16 £19.51
25th Percentile £20.97 £52.50 £20.16
Median hourly rate £21.80 £70.00 £35.50
Median % change year-on-year -68.86% +97.18% +36.54%
75th Percentile £47.81 £75.00 £54.13
90th Percentile £66.08 - £65.54
UK excluding London median hourly rate £20.24 £67.50 £19.72
% change year-on-year -70.02% +242.38% -23.44%

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 13,173 18,905 31,483
As % of all contract IT jobs advertised in the UK 30.16% 34.04% 36.12%
Number of daily rates quoted 9,279 13,615 23,014
10th Percentile £350 £381 £388
25th Percentile £425 £456 £460
Median daily rate (50th Percentile) £525 £550 £550
Median % change year-on-year -4.55% - +10.00%
75th Percentile £650 £678 £663
90th Percentile £765 £788 £763
UK excluding London median daily rate £489 £500 £500
% change year-on-year -2.20% - +14.29%
Number of hourly rates quoted 534 437 496
10th Percentile £31.55 £30.45 £19.50
25th Percentile £46.25 £50.00 £35.00
Median hourly rate £62.50 £62.50 £52.25
Median % change year-on-year - +19.62% +16.76%
75th Percentile £70.00 £70.25 £61.75
90th Percentile £75.88 £79.19 £70.38
UK excluding London median hourly rate £62.50 £62.50 £52.50
% change year-on-year - +19.05% +24.26%

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 12 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 12 June 2024.

Hourly rate histogram for R in the UK

R
Top 17 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 12 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 +2 163 £500 -12.28% 376
London +30 92 £538 -10.42% 177
Work from Home +74 77 £550 - 100
UK excluding London -14 67 £419 -19.90% 216
South East +9 20 £363 -34.09% 51
Midlands +32 19 £450 -18.18% 42
West Midlands +27 11 £550 +47.06% 26
East Midlands +13 8 £363 -39.58% 16
East of England -5 8 £375 +33.93% 26
Wales - 6 £412 - 11
South West -7 5 £525 +5.00% 24
North of England -21 5 £550 -15.38% 49
Scotland +45 3 £625 -9.09% 13
North West -21 3 £513 -21.15% 31
Yorkshire +11 1 £550 - 11
North East - 1 - - 8
Northern Ireland - 1 - - 4

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 39 (19.80%) SAS
2 12 (6.09%) Apache Spark
3 7 (3.55%) SharePoint
4 6 (3.05%) Apache
5 3 (1.52%) Confluence
6 2 (1.02%) Jupyter
6 2 (1.02%) OpenStack
Applications
1 19 (9.64%) SPSS
2 9 (4.57%) Microsoft Excel
3 3 (1.52%) Microsoft Office
3 3 (1.52%) Spreadsheet
4 2 (1.02%) Stata
5 1 (0.51%) Microsoft PowerPoint
Business Applications
1 3 (1.52%) Primavera
2 1 (0.51%) SAP IBP
Cloud Services
1 50 (25.38%) Azure
2 30 (15.23%) AWS
3 27 (13.71%) Power Platform
4 15 (7.61%) GCP
5 8 (4.06%) Azure Machine Learning
5 8 (4.06%) GitHub
6 7 (3.55%) Veeva
7 5 (2.54%) Azure Synapse Analytics
8 4 (2.03%) Azure DevOps
8 4 (2.03%) Power Automate
8 4 (2.03%) PowerApps
8 4 (2.03%) Snowflake
9 2 (1.02%) Amazon S3
9 2 (1.02%) Amazon SageMaker
9 2 (1.02%) Azure AKS
9 2 (1.02%) Azure Functions
9 2 (1.02%) Azure Pipelines
9 2 (1.02%) Serverless
10 1 (0.51%) Amazon MSK
10 1 (0.51%) Azure Cosmos DB
Communications & Networking
1 1 (0.51%) Internet
1 1 (0.51%) Wireless
Database & Business Intelligence
1 37 (18.78%) Tableau
2 27 (13.71%) Power BI
3 18 (9.14%) Hadoop
4 15 (7.61%) Big Data
5 12 (6.09%) Data Lake
5 12 (6.09%) Data Mining
5 12 (6.09%) Data Warehouse
6 9 (4.57%) Elasticsearch
7 8 (4.06%) Qlik Sense
7 8 (4.06%) Relational Database
8 7 (3.55%) Azure SQL Database
8 7 (3.55%) SQL Server Integration Services
9 6 (3.05%) Amazon Redshift
9 6 (3.05%) Looker
10 5 (2.54%) Apache Hive
10 5 (2.54%) Impala
10 5 (2.54%) SQL Server
11 4 (2.03%) Amazon Athena
11 4 (2.03%) NoSQL
12 3 (1.52%) MS Access
Development Applications
1 18 (9.14%) Git
2 6 (3.05%) JIRA
3 4 (2.03%) RStudio
4 3 (1.52%) Visual Studio
5 2 (1.02%) CircleCI
5 2 (1.02%) MLflow
6 1 (0.51%) Atlassian Bamboo
6 1 (0.51%) GitLab
6 1 (0.51%) PyCharm
6 1 (0.51%) SQL Server Management Studio (SSMS)
General
1 63 (31.98%) Analytical Skills
2 59 (29.95%) Finance
3 47 (23.86%) Social Skills
4 16 (8.12%) Public Sector
5 15 (7.61%) Banking
6 12 (6.09%) Marketing
7 10 (5.08%) Front Office
8 8 (4.06%) Presentation Skills
9 7 (3.55%) Retail
10 6 (3.05%) Investment Banking
10 6 (3.05%) Pharmaceutical
11 5 (2.54%) Police
12 4 (2.03%) Advertising
12 4 (2.03%) Organisational Skills
12 4 (2.03%) Telecoms
13 3 (1.52%) Legal
14 2 (1.02%) Corporate Banking
14 2 (1.02%) Local Government
14 2 (1.02%) Manufacturing
14 2 (1.02%) Retail Banking
Job Titles
1 47 (23.86%) Analyst
2 40 (20.30%) Data Scientist
3 32 (16.24%) Data Analyst
4 27 (13.71%) Developer
5 19 (9.64%) Senior
6 11 (5.58%) Data Engineer
6 11 (5.58%) Python Developer
6 11 (5.58%) Quantitative Developer
7 10 (5.08%) Finance Manager
8 9 (4.57%) Programmer
9 8 (4.06%) Consultant
9 8 (4.06%) Credit Analyst
9 8 (4.06%) SIEM Engineer
10 7 (3.55%) Data Manager
10 7 (3.55%) SQL Analyst
10 7 (3.55%) SQL Data Analyst
11 6 (3.05%) Architect
11 6 (3.05%) Quantitative Analyst
11 6 (3.05%) Senior Analyst
11 6 (3.05%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 8 (4.06%) D3.js
1 8 (4.06%) Elastic Stack
2 6 (3.05%) .NET
2 6 (3.05%) PySpark
3 4 (2.03%) PyTorch
3 4 (2.03%) scikit-learn
3 4 (2.03%) TensorFlow
4 3 (1.52%) Google JAX
4 3 (1.52%) Pandas
4 3 (1.52%) Shiny
5 2 (1.02%) Kafka
5 2 (1.02%) REST
6 1 (0.51%) .NET Framework
6 1 (0.51%) Anaconda
6 1 (0.51%) BREW
6 1 (0.51%) Jinja
6 1 (0.51%) JSON
6 1 (0.51%) ODBC
6 1 (0.51%) Vue
Miscellaneous
1 32 (16.24%) Algorithms
2 18 (9.14%) Derivative
3 14 (7.11%) Hedge funds
4 13 (6.60%) Self-Motivation
5 12 (6.09%) Credit Risk
5 12 (6.09%) Fixed Income
6 10 (5.08%) Equities
7 8 (4.06%) Data Structures
7 8 (4.06%) Linux Command Line
8 5 (2.54%) Social Media
9 4 (2.03%) Credit Derivative
9 4 (2.03%) FMCG
10 3 (1.52%) Multi-touch
10 3 (1.52%) Public Cloud
10 3 (1.52%) Security Posture
11 2 (1.02%) Enterprise Software
11 2 (1.02%) Life Science
11 2 (1.02%) Management Information System
12 1 (0.51%) Clustering
12 1 (0.51%) Replication
Operating Systems
1 11 (5.58%) Windows
2 9 (4.57%) Linux
3 8 (4.06%) Ubuntu
Processes & Methodologies
1 65 (32.99%) Data Science
2 59 (29.95%) Analytics
3 53 (26.90%) Statistics
4 52 (26.40%) Business Intelligence
5 51 (25.89%) Visualisation
6 50 (25.38%) Data Analysis
7 47 (23.86%) Mathematics
8 43 (21.83%) Computer Science
9 42 (21.32%) Machine Learning
10 39 (19.80%) Agile
10 39 (19.80%) Data Modelling
11 36 (18.27%) Data Visualisation
12 32 (16.24%) Problem-Solving
13 24 (12.18%) Statistical Analysis
14 23 (11.68%) Artificial Intelligence
14 23 (11.68%) Data Analytics
15 22 (11.17%) Statistical Modelling
16 20 (10.15%) Actionable Insight
16 20 (10.15%) Decision-Making
17 19 (9.64%) Predictive Modelling
Programming Languages
1 169 (85.79%) Python
2 99 (50.25%) SQL
3 20 (10.15%) Java
4 19 (9.64%) C#
5 16 (8.12%) C++
6 10 (5.08%) JavaScript
7 9 (4.57%) VB
8 8 (4.06%) Scala
9 5 (2.54%) PL/SQL
10 4 (2.03%) PHP
10 4 (2.03%) PowerShell
10 4 (2.03%) VB.NET
11 3 (1.52%) C
11 3 (1.52%) Data Analysis Expressions
11 3 (1.52%) T-SQL
11 3 (1.52%) VBA
12 2 (1.02%) MATLAB
13 1 (0.51%) Bash
Qualifications
1 55 (27.92%) Degree
2 24 (12.18%) Security Cleared
3 21 (10.66%) Computer Science Degree
3 21 (10.66%) SC Cleared
4 18 (9.14%) Master's Degree
5 17 (8.63%) Numerate Degree
6 16 (8.12%) PhD
7 5 (2.54%) BPSS Clearance
8 3 (1.52%) CIMA
9 2 (1.02%) CISA
9 2 (1.02%) CRISC
9 2 (1.02%) DV Cleared
9 2 (1.02%) IBM Certification
10 1 (0.51%) Azure Certification
10 1 (0.51%) CTC Cleared
10 1 (0.51%) Postgraduate
10 1 (0.51%) Tableau Certification
Quality Assurance & Compliance
1 11 (5.58%) Data Quality
2 9 (4.57%) CDISC
3 5 (2.54%) ISO/IEC 27001
3 5 (2.54%) NIST
3 5 (2.54%) QA
4 4 (2.03%) GDPR
4 4 (2.03%) GxP
4 4 (2.03%) PMO
5 3 (1.52%) Good Clinical Practice
6 2 (1.02%) Accessibility
6 2 (1.02%) Actionable Recommendations
6 2 (1.02%) NCSC
7 1 (0.51%) Basel II
7 1 (0.51%) Basel III
7 1 (0.51%) California Consumer Privacy Act
7 1 (0.51%) EMIR
7 1 (0.51%) MiFID
7 1 (0.51%) SLA
System Software
1 9 (4.57%) Active Directory
2 8 (4.06%) iptables
3 5 (2.54%) Docker
4 4 (2.03%) HDFS
Systems Management
1 8 (4.06%) Kibana
1 8 (4.06%) Kubernetes
1 8 (4.06%) logstash
2 2 (1.02%) Terraform
3 1 (0.51%) Ansible
Vendors
1 14 (7.11%) Microsoft
2 10 (5.08%) Bloomberg
2 10 (5.08%) Databricks
3 7 (3.55%) SAP
4 5 (2.54%) Alteryx
5 4 (2.03%) OpenAI
6 3 (1.52%) Google
7 2 (1.02%) Adobe
7 2 (1.02%) IBM
7 2 (1.02%) Oracle
7 2 (1.02%) VMware
8 1 (0.51%) Anaplan
8 1 (0.51%) Atlassian
8 1 (0.51%) Cloudera
8 1 (0.51%) Cognos
8 1 (0.51%) Informatica
8 1 (0.51%) Kenna
8 1 (0.51%) Sage
8 1 (0.51%) Salesforce
8 1 (0.51%) ServiceNow