R Jobs in England

R
UK > England

The table below provides summary statistics for permanent job vacancies advertised in England requiring R skills. It includes a benchmarking guide to the annual salaries offered in vacancies that cited R over the 6 months leading up to 30 May 2025, comparing them to the same period in the previous two years.

6 months to
30 May 2025
Same period 2024 Same period 2023
Rank 354 391 278
Rank change year-on-year +37 -113 -15
Permanent jobs citing R 392 563 1,100
As % of all permanent jobs advertised in England 0.80% 0.63% 1.27%
As % of the Programming Languages category 2.64% 2.00% 2.96%
Number of salaries quoted 227 398 515
10th Percentile £45,000 £36,250 £40,371
25th Percentile £57,500 £46,750 £47,447
Median annual salary (50th Percentile) £62,000 £61,250 £62,500
Median % change year-on-year +1.22% -2.00% +4.17%
75th Percentile £70,000 £85,000 £90,000
90th Percentile £100,000 £122,500 £116,500
UK median annual salary £62,000 £60,000 £62,500
% change year-on-year +3.33% -4.00% +4.17%

All Programming Languages
England

R falls under the Programming Languages category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring coding skills in England.

Permanent vacancies with a requirement for coding skills 14,867 28,151 37,128
As % of all permanent jobs advertised in England 30.36% 31.46% 42.98%
Number of salaries quoted 9,623 22,592 24,107
10th Percentile £37,500 £35,000 £40,000
25th Percentile £47,683 £45,000 £50,000
Median annual salary (50th Percentile) £60,000 £60,000 £65,000
Median % change year-on-year - -7.69% +4.00%
75th Percentile £82,500 £80,000 £87,500
90th Percentile £110,000 £100,000 £110,000
UK median annual salary £60,000 £60,000 £65,000
% change year-on-year - -7.69% +4.00%

R
Job Vacancy Trend in England

Job postings citing R as a proportion of all IT jobs advertised in England.

Job vacancy trend for R in England

R
Salary Trend in England

3-month moving average salary quoted in jobs citing R in England.

Salary trend for R in England

R
Salary Histogram in England

Salary distribution for jobs citing R in England over the 6 months to 30 May 2025.

Salary histogram for R in England

R
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing R within the England region over the 6 months to 30 May 2025. 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
South East +150 152 £62,000 +24.00% 441
London -14 129 £75,000 -6.25% 199
North of England +38 46 £67,500 +31.00% 313
Midlands +64 36 £51,750 -5.91% 258
Yorkshire +73 27 £75,000 +36.36% 125
South West +87 23 £52,500 -22.22% 157
West Midlands +39 21 £53,594 -2.56% 137
North West -16 16 £57,500 +21.05% 153
East Midlands +43 15 £44,960 -0.09% 103
East of England +35 7 £100,000 +53.85% 215
North East +45 3 £48,750 -11.36% 35
R
UK

R
Co-occurring Skills and Capabilities in England 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 28 (7.14%) SAS
2 6 (1.53%) Apache Spark
3 3 (0.77%) Confluence
3 3 (0.77%) nginx
4 2 (0.51%) Apache
4 2 (0.51%) Apache Airflow
4 2 (0.51%) Jupyter
5 1 (0.26%) SharePoint
Applications
1 21 (5.36%) Microsoft Excel
2 8 (2.04%) SPSS
3 6 (1.53%) Stata
4 5 (1.28%) Spreadsheet
5 4 (1.02%) Microsoft PowerPoint
6 3 (0.77%) Microsoft Office
7 2 (0.51%) Adobe XD
7 2 (0.51%) Sketch
8 1 (0.26%) Microsoft Project
8 1 (0.26%) SPSS Modeler
Business Applications
1 3 (0.77%) SAP S/4HANA
2 2 (0.51%) SAP CO
2 2 (0.51%) SAP FI
2 2 (0.51%) SAP FI/CO
3 1 (0.26%) Lorenzo
3 1 (0.26%) Primavera
3 1 (0.26%) SystmOne
Cloud Services
1 73 (18.62%) Power Platform
2 63 (16.07%) Azure
3 51 (13.01%) AWS
4 22 (5.61%) GCP
5 9 (2.30%) Amazon EC2
5 9 (2.30%) Azure Synapse Analytics
5 9 (2.30%) GitHub
5 9 (2.30%) Serverless
6 8 (2.04%) Snowflake
7 7 (1.79%) IBM Watson
8 6 (1.53%) Amazon S3
8 6 (1.53%) Azure Data Factory
9 5 (1.28%) Adobe Analytics
9 5 (1.28%) AWS Lambda
10 4 (1.02%) Amazon SageMaker
10 4 (1.02%) Azure DevOps
10 4 (1.02%) Azure Machine Learning
10 4 (1.02%) Cloud Computing
10 4 (1.02%) Microsoft Purview
11 3 (0.77%) Collibra
Communications & Networking
1 11 (2.81%) VLAN
2 9 (2.30%) Link 16
2 9 (2.30%) Tactical Data Link
3 8 (2.04%) TCP/IP
4 7 (1.79%) RS-232
4 7 (1.79%) RS-485
5 5 (1.28%) Firewall
5 5 (1.28%) Internet
6 4 (1.02%) HTTP
6 4 (1.02%) IPv4
7 3 (0.77%) Network Security
7 3 (0.77%) VPN
8 2 (0.51%) OSPF
8 2 (0.51%) Wireless
9 1 (0.26%) BGP
9 1 (0.26%) Cisco IOS
9 1 (0.26%) Cisco Wireless
9 1 (0.26%) IP Telephony
9 1 (0.26%) IPsec
9 1 (0.26%) Wireshark
Database & Business Intelligence
1 73 (18.62%) Power BI
2 45 (11.48%) Tableau
3 26 (6.63%) Data Warehouse
4 22 (5.61%) Data Lake
5 17 (4.34%) NoSQL
5 17 (4.34%) Relational Database
6 13 (3.32%) SQL Server
7 11 (2.81%) Hadoop
8 10 (2.55%) Amazon QuickSight
8 10 (2.55%) MySQL
9 8 (2.04%) Azure SQL Data Warehouse
9 8 (2.04%) Metadata
9 8 (2.04%) QlikView
10 7 (1.79%) BigQuery
10 7 (1.79%) Data Mining
11 6 (1.53%) Apache Hive
11 6 (1.53%) DynamoDB
11 6 (1.53%) MongoDB
12 5 (1.28%) Big Data
12 5 (1.28%) Qlik Sense
Development Applications
1 101 (25.77%) Rational DOORS
2 19 (4.85%) Git
3 4 (1.02%) JIRA
3 4 (1.02%) MLflow
3 4 (1.02%) Subversion
4 3 (0.77%) Babel
4 3 (0.77%) ER Studio
4 3 (0.77%) gulp
4 3 (0.77%) webpack
5 2 (0.51%) Jenkins
6 1 (0.26%) GitLab
6 1 (0.26%) Visual Studio Code
General
1 106 (27.04%) Electronics
2 90 (22.96%) Social Skills
3 78 (19.90%) Analytical Skills
4 71 (18.11%) Finance
5 37 (9.44%) Telecoms
6 27 (6.89%) Marketing
7 26 (6.63%) Retail
8 16 (4.08%) Inclusion and Diversity
8 16 (4.08%) Public Sector
9 15 (3.83%) Military
10 13 (3.32%) Manufacturing
11 11 (2.81%) Banking
11 11 (2.81%) Legal
12 10 (2.55%) Influencing Skills
12 10 (2.55%) Organisational Skills
13 7 (1.79%) Advertising
14 6 (1.53%) Games
15 5 (1.28%) Aerospace
15 5 (1.28%) Pharmaceutical
16 4 (1.02%) Financial Institution
Job Titles
1 155 (39.54%) Senior
2 106 (27.04%) Systems Engineer
3 101 (25.77%) Senior Systems Engineer
4 52 (13.27%) Analyst
5 29 (7.40%) Data Scientist
6 22 (5.61%) Data Engineer
7 21 (5.36%) Senior Analyst
8 19 (4.85%) Analytics Manager
9 18 (4.59%) Lead
10 17 (4.34%) Data Manager
11 16 (4.08%) Risk Manager
12 15 (3.83%) Data Analyst
13 13 (3.32%) Technology Risk Manager
14 12 (3.06%) Audit Manager
14 12 (3.06%) Developer
15 11 (2.81%) Business Intelligence Analyst
15 11 (2.81%) Data Analytics Manager
15 11 (2.81%) Power BI Analyst
15 11 (2.81%) Senior Business Intelligence Analyst
16 10 (2.55%) Field Engineer
Libraries, Frameworks & Software Standards
1 55 (14.03%) HTML
2 13 (3.32%) TensorFlow
3 11 (2.81%) scikit-learn
4 10 (2.55%) PyTorch
5 8 (2.04%) CSS
5 8 (2.04%) Node.js
5 8 (2.04%) React
6 7 (1.79%) JSON
7 6 (1.53%) Kafka
7 6 (1.53%) Shiny
8 4 (1.02%) NumPy
8 4 (1.02%) Pandas
8 4 (1.02%) REST
9 3 (0.77%) .NET
9 3 (0.77%) OAuth
9 3 (0.77%) Oracle Fusion
9 3 (0.77%) Sass
9 3 (0.77%) Vue
9 3 (0.77%) XGBoost
9 3 (0.77%) XML
Miscellaneous
1 110 (28.06%) Algorithms
2 17 (4.34%) Management Information System
3 11 (2.81%) Credit Risk
3 11 (2.81%) Product Ownership
3 11 (2.81%) Robotics
4 9 (2.30%) Self-Motivation
5 8 (2.04%) Data Structures
6 7 (1.79%) Blockchain
7 6 (1.53%) Hybrid Cloud
7 6 (1.53%) Market Risk
8 4 (1.02%) Analytical Mindset
8 4 (1.02%) Biopharmaceutical
8 4 (1.02%) Distributed Systems
8 4 (1.02%) Legacy Systems
8 4 (1.02%) Onboarding
8 4 (1.02%) Public Cloud
8 4 (1.02%) SCADA
9 3 (0.77%) Autonomous Agent
9 3 (0.77%) Smart City
9 3 (0.77%) Sports Betting
Operating Systems
1 25 (6.38%) Linux
2 9 (2.30%) Windows
3 3 (0.77%) Red Hat Enterprise Linux
3 3 (0.77%) Ubuntu
4 2 (0.51%) VMS
5 1 (0.26%) Unix
5 1 (0.26%) Windows 7
5 1 (0.26%) Windows Server
5 1 (0.26%) Windows Server 2008
Processes & Methodologies
1 143 (36.48%) Mentoring
2 114 (29.08%) Stakeholder Engagement
3 111 (28.32%) Machine Learning
4 102 (26.02%) Artificial Intelligence
4 102 (26.02%) Systems Engineering
5 101 (25.77%) Signal Processing
5 101 (25.77%) Technical Leadership
6 96 (24.49%) Analytics
7 81 (20.66%) Data Science
8 77 (19.64%) Computer Science
9 74 (18.88%) Business Intelligence
10 64 (16.33%) Visualisation
11 60 (15.31%) Data Privacy
12 58 (14.80%) Agile
13 51 (13.01%) Data Visualisation
14 46 (11.73%) Statistics
15 42 (10.71%) Data Analysis
16 38 (9.69%) Data Modelling
16 38 (9.69%) Problem-Solving
17 35 (8.93%) Decision-Making
Programming Languages
1 231 (58.93%) Python
2 176 (44.90%) SQL
3 74 (18.88%) MATLAB
4 67 (17.09%) C
5 64 (16.33%) C++
5 64 (16.33%) Java
6 60 (15.31%) JavaScript
7 58 (14.80%) C#
8 53 (13.52%) TypeScript
9 50 (12.76%) PHP
10 49 (12.50%) Dart
10 49 (12.50%) Ruby
10 49 (12.50%) Rust
11 11 (2.81%) Data Analysis Expressions
12 9 (2.30%) VBA
13 8 (2.04%) PowerShell
14 7 (1.79%) Bash
14 7 (1.79%) Julia
14 7 (1.79%) Perl
15 2 (0.51%) Scala
Qualifications
1 122 (31.12%) Degree
2 101 (25.77%) BPSS Clearance
3 57 (14.54%) Computer Science Degree
4 23 (5.87%) Security Cleared
5 16 (4.08%) Master's Degree
6 15 (3.83%) Cisco Certification
6 15 (3.83%) DBS Check
7 12 (3.06%) CISM
8 11 (2.81%) PhD
9 10 (2.55%) CompTIA Security+
10 9 (2.30%) CCNP
10 9 (2.30%) CISSP
11 8 (2.04%) CCNA
11 8 (2.04%) Numerate Degree
11 8 (2.04%) SC Cleared
12 7 (1.79%) GSEC
12 7 (1.79%) SSCP
13 6 (1.53%) (ISC)2 CCSP
13 6 (1.53%) CISA
13 6 (1.53%) CRISC
Quality Assurance & Compliance
1 101 (25.77%) ISO/IEC 15288
2 16 (4.08%) Data Quality
3 14 (3.57%) IFRS
4 13 (3.32%) IFRS 9
5 11 (2.81%) ISO/IEC 27001
6 9 (2.30%) GDPR
7 7 (1.79%) MIL-STD-1553
8 6 (1.53%) NIST
8 6 (1.53%) SOC 2
9 5 (1.28%) Basel III
9 5 (1.28%) PCI DSS
10 4 (1.02%) Basel II
10 4 (1.02%) Dodd-Frank
10 4 (1.02%) SLA
11 3 (0.77%) Accessibility
11 3 (0.77%) Cyber Essentials
11 3 (0.77%) GRC
11 3 (0.77%) Sarbanes-Oxley
12 2 (0.51%) PMO
12 2 (0.51%) QA
System Software
1 10 (2.55%) Docker
2 3 (0.77%) HDFS
3 1 (0.26%) Apache Flume
3 1 (0.26%) Virtual Machines
3 1 (0.26%) VMware Infrastructure
Systems Management
1 6 (1.53%) Kubernetes
2 4 (1.02%) Ansible
2 4 (1.02%) Puppet
3 3 (0.77%) Kibana
3 3 (0.77%) Kubeflow
4 2 (0.51%) Terraform
5 1 (0.26%) Bugsnag
5 1 (0.26%) Grafana
5 1 (0.26%) logstash
5 1 (0.26%) Oozie
5 1 (0.26%) Prometheus
Vendors
1 108 (27.55%) IBM
2 43 (10.97%) Microsoft
3 28 (7.14%) Databricks
4 19 (4.85%) Oracle
5 12 (3.06%) Google
6 8 (2.04%) SAP
7 7 (1.79%) Adobe
7 7 (1.79%) VMware
8 5 (1.28%) Intel
8 5 (1.28%) TikTok
8 5 (1.28%) Vertica
9 4 (1.02%) Informatica
10 3 (0.77%) Alteryx
10 3 (0.77%) Red Hat
11 2 (0.51%) Atlassian
11 2 (0.51%) BMC
11 2 (0.51%) CA Agile Central
11 2 (0.51%) Cisco
12 1 (0.26%) Cerner
12 1 (0.26%) YouTube