Period
to 4 December 2021

The following table provides summary statistics for permanent job vacancies advertised in Yorkshire with a requirement for R skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited R over the 6 months to 4 December 2021 with a comparison to the same period in the previous 2 years.

R
England > Yorkshire
6 months to
4 Dec 2021
Same period 2020 Same period 2019
Rank 222 157 247
Rank change year-on-year -65 +90 -5
Permanent jobs citing R 39 30 26
As % of all permanent jobs advertised in Yorkshire 0.57% 0.91% 0.39%
As % of the Programming Languages category 1.19% 1.66% 0.80%
Number of salaries quoted 33 27 19
10th Percentile £32,600 £34,750 £25,408
25th Percentile £33,000 £44,375 £31,625
Median annual salary (50th Percentile) £45,000 £47,500 £35,000
Median % change year-on-year -5.26% +35.71% -17.65%
75th Percentile £58,750 £52,500 £53,125
90th Percentile £62,250 £56,750 £67,500
England median annual salary £60,000 £70,000 £65,000
% change year-on-year -14.29% +7.69% +4.61%

R is in the Programming Languages category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Yorkshire with a requirement for coding skills.

All Programming Languages
Yorkshire
Permanent vacancies with a requirement for coding skills 3,282 1,806 3,235
As % of all permanent IT jobs advertised in Yorkshire 48.24% 54.78% 48.50%
Number of salaries quoted 2,646 1,597 2,737
10th Percentile £32,500 £32,000 £27,500
25th Percentile £39,000 £37,500 £33,750
Median annual salary (50th Percentile) £50,000 £47,500 £45,000
Median % change year-on-year +5.26% +5.56% +5.88%
75th Percentile £65,000 £57,500 £55,000
90th Percentile £75,000 £65,000 £64,750
England median annual salary £60,000 £57,500 £53,000
% change year-on-year +4.35% +8.49% +0.95%

R
Job Vacancy Trend in Yorkshire

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

Job vacancy trend for R in Yorkshire

R
Salary Trend in Yorkshire

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

Salary trend for R in Yorkshire

R
Salary Histogram in Yorkshire

Salary distribution for jobs citing R in Yorkshire over the 6 months to 4 December 2021.

Salary histogram for R in Yorkshire

R
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing R within the Yorkshire region over the 6 months to 4 December 2021. 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
Job
Vacancies
West Yorkshire -61 29 £45,000 +2.86% 5
South Yorkshire -36 7 £45,000 -14.29%
North Yorkshire -25 3 £57,500 +21.05%
R
England

For the 6 months to 4 December 2021, IT jobs citing R also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Yorkshire region with a requirement for R.

1 31 (79.49%) SQL
2 28 (71.79%) Python
3 20 (51.28%) Business Intelligence
3 20 (51.28%) Microsoft
3 20 (51.28%) Power BI
3 20 (51.28%) Power Platform
4 18 (46.15%) Problem-Solving
5 14 (35.90%) Analytics
6 12 (30.77%) Tableau
6 12 (30.77%) Agile Software Development
7 11 (28.21%) Google
7 11 (28.21%) Microsoft Excel
7 11 (28.21%) ETL
7 11 (28.21%) Data Architecture
7 11 (28.21%) Data Engineering
7 11 (28.21%) Data Science
8 10 (25.64%) User Experience
8 10 (25.64%) Google Analytics
8 10 (25.64%) Data Protection
8 10 (25.64%) Data Extraction
8 10 (25.64%) Adobe Analytics
8 10 (25.64%) Adobe
8 10 (25.64%) Marketing
8 10 (25.64%) Data Protection Act
9 9 (23.08%) Pay per click
9 9 (23.08%) Microsoft PowerPoint
9 9 (23.08%) Data Management
9 9 (23.08%) Data Warehouse
9 9 (23.08%) SEO
9 9 (23.08%) DOM

R
Co-occurring IT Skills in Yorkshire by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 5 (12.82%) Apache Spark
1 5 (12.82%) SAS
2 3 (7.69%) Apache
3 1 (2.56%) Apache Airflow
Applications
1 11 (28.21%) Microsoft Excel
2 9 (23.08%) Microsoft PowerPoint
3 5 (12.82%) SPSS
4 1 (2.56%) Stata
Cloud Services
1 20 (51.28%) Power Platform
2 10 (25.64%) Adobe Analytics
2 10 (25.64%) Google Analytics
3 9 (23.08%) Google Data Studio
3 9 (23.08%) Google Sheets
3 9 (23.08%) Google Tag Manager
4 6 (15.38%) AWS
5 5 (12.82%) Azure
6 4 (10.26%) GCP
7 2 (5.13%) Azure Pipelines
7 2 (5.13%) Matillion
7 2 (5.13%) Snowflake
8 1 (2.56%) Azure Machine Learning
8 1 (2.56%) Collibra
Communications & Networking
1 1 (2.56%) Internet
1 1 (2.56%) LTE
1 1 (2.56%) Modbus
Database & Business Intelligence
1 20 (51.28%) Power BI
2 12 (30.77%) Tableau
3 9 (23.08%) Data Warehouse
4 8 (20.51%) OLAP
4 8 (20.51%) Oracle OLAP
4 8 (20.51%) Oracle Reports
4 8 (20.51%) PostgreSQL
4 8 (20.51%) SQL Server
4 8 (20.51%) SQL Server 2016
4 8 (20.51%) SQL Server Integration Services
4 8 (20.51%) SQL Server Reporting Services
4 8 (20.51%) SSDT
5 3 (7.69%) Big Data
5 3 (7.69%) Hadoop
5 3 (7.69%) MySQL
6 2 (5.13%) Apache Cassandra
6 2 (5.13%) BigQuery
6 2 (5.13%) MongoDB
6 2 (5.13%) NoSQL
7 1 (2.56%) Looker
Development Applications
1 8 (20.51%) Git (software)
1 8 (20.51%) Visual Studio
1 8 (20.51%) VSS/SourceSafe
2 1 (2.56%) Flyway
2 1 (2.56%) RStudio
General
1 10 (25.64%) Marketing
2 5 (12.82%) Analytical Skills
3 4 (10.26%) Legal
3 4 (10.26%) Retail
4 2 (5.13%) Public Sector
5 1 (2.56%) Banking
5 1 (2.56%) Finance
5 1 (2.56%) Inclusion and Diversity
5 1 (2.56%) Online Betting
Job Titles
1 9 (23.08%) Analytics Consultant
1 9 (23.08%) Consultant
1 9 (23.08%) Digital Analytics Consultant
2 8 (20.51%) Developer
2 8 (20.51%) Senior Developer
3 7 (17.95%) Data Scientist
4 5 (12.82%) Analyst
4 5 (12.82%) Data Engineer
5 4 (10.26%) Data Analyst
5 4 (10.26%) Senior Data Scientist
6 3 (7.69%) Architect
6 3 (7.69%) Data Architect
7 2 (5.13%) Research Engineer
8 1 (2.56%) Cloud Engineer
8 1 (2.56%) Machine Learning Engineer
8 1 (2.56%) Research Scientist
8 1 (2.56%) Senior Analyst
8 1 (2.56%) Senior Data Analyst
8 1 (2.56%) Web Analyst
Libraries, Frameworks & Software Standards
1 9 (23.08%) DOM
1 9 (23.08%) Node.js
2 8 (20.51%) MDX
3 2 (5.13%) NumPy
4 1 (2.56%) PySpark
Miscellaneous
1 10 (25.64%) Data Protection Act
1 10 (25.64%) User Experience
2 2 (5.13%) Algorithms
2 2 (5.13%) Cloud Native
2 2 (5.13%) Data Structures
3 1 (2.56%) Hybrid Cloud
3 1 (2.56%) Internet of Things
3 1 (2.56%) Public Cloud
Operating Systems
1 1 (2.56%) Unix
Processes & Methodologies
1 20 (51.28%) Business Intelligence
2 18 (46.15%) Problem-Solving
3 14 (35.90%) Analytics
4 12 (30.77%) Agile Software Development
5 11 (28.21%) Data Architecture
5 11 (28.21%) Data Engineering
5 11 (28.21%) Data Science
5 11 (28.21%) ETL
6 10 (25.64%) Data Extraction
6 10 (25.64%) Data Protection
7 9 (23.08%) Conversion Rate Optimisation
7 9 (23.08%) Dashboard Development
7 9 (23.08%) Data Management
7 9 (23.08%) Digital Analytics
7 9 (23.08%) Pay per click
7 9 (23.08%) SEO
8 6 (15.38%) Data Analysis
8 6 (15.38%) Machine Learning
9 5 (12.82%) Data Governance
9 5 (12.82%) Validation
Programming Languages
1 31 (79.49%) SQL
2 28 (71.79%) Python
3 9 (23.08%) JavaScript
3 9 (23.08%) PHP
4 8 (20.51%) Data Analysis Expressions (DAX)
5 2 (5.13%) MATLAB
6 1 (2.56%) Ladder Logic
Qualifications
1 9 (23.08%) Analytics IQ
2 6 (15.38%) Degree
3 3 (7.69%) Master's Degree
4 2 (5.13%) PhD
5 1 (2.56%) Computer Science Degree
Quality Assurance & Compliance
1 8 (20.51%) GDPR
2 6 (15.38%) Data Quality
System Software
1 2 (5.13%) Docker
2 1 (2.56%) HDFS
Systems Management
1 9 (23.08%) Matomo
2 3 (7.69%) Terraform
3 2 (5.13%) Puppet
Vendors
1 20 (51.28%) Microsoft
2 11 (28.21%) Google
3 10 (25.64%) Adobe
4 9 (23.08%) Oracle
4 9 (23.08%) Snowplow
5 3 (7.69%) Databricks
6 2 (5.13%) Dataiku
7 1 (2.56%) TIBCO