Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to

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 23 May 2022 with a comparison to the same period in the previous 2 years.

R
England > Yorkshire
6 months to
23 May 2022		 Same period 2021 Same period 2020
Rank 207 191 195
Rank change year-on-year -16 +4 +72
Permanent jobs citing R 65 41 17
As % of all permanent jobs advertised in Yorkshire 0.90% 0.78% 0.37%
As % of the Programming Languages category 1.93% 1.51% 0.68%
Number of salaries quoted 22 33 17
10th Percentile £35,000 £37,500 £27,500
25th Percentile £43,750 £42,500 £33,750
Median annual salary (50th Percentile) £57,500 £52,500 £42,500
Median % change year-on-year +9.52% +23.53% -8.11%
75th Percentile £71,563 £67,500 £57,500
90th Percentile £75,000 - £60,000
England median annual salary £60,000 £59,844 £65,000
% change year-on-year +0.26% -7.93% +8.33%

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 3,372 2,719 2,500
As % of all permanent IT jobs advertised in Yorkshire 46.76% 51.68% 53.76%
Number of salaries quoted 2,296 2,304 2,222
10th Percentile £32,500 £31,250 £30,000
25th Percentile £40,000 £37,500 £35,000
Median annual salary (50th Percentile) £52,500 £47,500 £45,000
Median % change year-on-year +10.53% +5.56% +4.65%
75th Percentile £65,000 £61,250 £57,500
90th Percentile £77,500 £67,500 £66,250
England median annual salary £62,500 £57,500 £55,000
% change year-on-year +8.70% +4.55% +4.76%

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 23 May 2022.

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 23 May 2022. 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
West Yorkshire -23 38 £53,750 -2.27% 1
North Yorkshire -6 17 £60,000 -7.69%
South Yorkshire -7 10 £70,000 +47.37% 2
R
England

For the 6 months to 23 May 2022, 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 55 (84.62%) Python
2 44 (67.69%) SQL
3 36 (55.38%) SAS
4 27 (41.54%) Data Science
5 24 (36.92%) Analytical Skills
6 22 (33.85%) Machine Learning
7 21 (32.31%) Statistical Modelling
8 20 (30.77%) Analytics
9 19 (29.23%) Statistics
9 19 (29.23%) Finance
10 17 (26.15%) SPSS
11 14 (21.54%) Degree
11 14 (21.54%) DevOps
12 13 (20.00%) Docker
12 13 (20.00%) Linux
12 13 (20.00%) Java
12 13 (20.00%) Mathematics
13 12 (18.46%) Computer Science
13 12 (18.46%) AWS
13 12 (18.46%) Big Data
13 12 (18.46%) Puppet
13 12 (18.46%) Unix
13 12 (18.46%) Statistical Analysis
13 12 (18.46%) Apache Spark
14 11 (16.92%) Kubernetes
14 11 (16.92%) Master's Degree
14 11 (16.92%) MATLAB
14 11 (16.92%) Data Modelling
14 11 (16.92%) NoSQL
14 11 (16.92%) Data Quality

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 36 (55.38%) SAS
2 12 (18.46%) Apache Spark
3 10 (15.38%) Apache
4 2 (3.08%) Confluence
5 1 (1.54%) MQSeries
Applications
1 17 (26.15%) SPSS
2 4 (6.15%) Microsoft Excel
Cloud Services
1 12 (18.46%) AWS
2 11 (16.92%) Azure
3 10 (15.38%) Power Platform
4 3 (4.62%) GCP
5 2 (3.08%) Azure Pipelines
5 2 (3.08%) Matillion
5 2 (3.08%) Snowflake
6 1 (1.54%) Adobe Analytics
6 1 (1.54%) Amazon S3
6 1 (1.54%) Amazon SageMaker
6 1 (1.54%) AWS Lambda
6 1 (1.54%) Azure Data Factory
6 1 (1.54%) Azure Machine Learning
6 1 (1.54%) GitHub
6 1 (1.54%) Google Analytics
6 1 (1.54%) Serverless
Database & Business Intelligence
1 12 (18.46%) Big Data
2 11 (16.92%) Hadoop
2 11 (16.92%) NoSQL
3 10 (15.38%) Apache Accumulo
3 10 (15.38%) MySQL
3 10 (15.38%) Power BI
3 10 (15.38%) Redis
4 9 (13.85%) SQL Server
5 5 (7.69%) Azure SQL Database
5 5 (7.69%) Tableau
6 2 (3.08%) Data Mining
6 2 (3.08%) Data Warehouse
7 1 (1.54%) BusinessObjects
7 1 (1.54%) Data Mart
7 1 (1.54%) MariaDB
7 1 (1.54%) PostgreSQL
7 1 (1.54%) QlikView
7 1 (1.54%) SQL Server Analysis Services
7 1 (1.54%) SQL Server Integration Services
7 1 (1.54%) SQL Server Reporting Services
Development Applications
1 3 (4.62%) Jenkins
2 2 (3.08%) Bitbucket
2 2 (3.08%) JIRA
3 1 (1.54%) Git (software)
General
1 24 (36.92%) Analytical Skills
2 19 (29.23%) Finance
3 10 (15.38%) Pharmaceutical
4 6 (9.23%) Banking
4 6 (9.23%) Marketing
4 6 (9.23%) Retail Banking
5 3 (4.62%) Social Skills
6 2 (3.08%) Legal
6 2 (3.08%) Social Science
6 2 (3.08%) Telecoms
7 1 (1.54%) Law
7 1 (1.54%) Presentation Skills
7 1 (1.54%) Retail
Job Titles
1 17 (26.15%) Data Scientist
2 14 (21.54%) Analyst
2 14 (21.54%) Senior Data Scientist
3 10 (15.38%) DevOps Engineer
3 10 (15.38%) Programmer
3 10 (15.38%) Statistical Programmer
4 9 (13.85%) Data Analyst
5 8 (12.31%) Data Modeller
5 8 (12.31%) Senior Analyst
5 8 (12.31%) Senior Data Modeller
5 8 (12.31%) Statistical Modeller
6 6 (9.23%) Analytics Manager
7 5 (7.69%) Customer Analyst
7 5 (7.69%) Customer Insight Analyst
7 5 (7.69%) Insight Analyst
7 5 (7.69%) Senior Customer Insight Analyst
7 5 (7.69%) Senior Insight Analyst
8 3 (4.62%) Senior Data Analyst
9 2 (3.08%) Analytics Consultant
9 2 (3.08%) Consultant
Libraries, Frameworks & Software Standards
1 10 (15.38%) LAMP
2 8 (12.31%) PySpark
3 3 (4.62%) Matplotlib
3 3 (4.62%) NumPy
3 3 (4.62%) Pandas
3 3 (4.62%) scikit-learn
4 1 (1.54%) HTML
4 1 (1.54%) JDBC
4 1 (1.54%) JMS
4 1 (1.54%) PyTorch
4 1 (1.54%) RESTful
4 1 (1.54%) SciPy
4 1 (1.54%) Shiny
4 1 (1.54%) SOAP
4 1 (1.54%) TensorFlow
4 1 (1.54%) XML
4 1 (1.54%) XSD
4 1 (1.54%) XSLT
Miscellaneous
1 10 (15.38%) Self-Motivation
2 5 (7.69%) Algorithms
3 3 (4.62%) Data Structures
4 2 (3.08%) Cloud Native
5 1 (1.54%) CCTV
5 1 (1.54%) Renewable Energy
5 1 (1.54%) Taxonomies
Operating Systems
1 13 (20.00%) Linux
2 12 (18.46%) Unix
3 1 (1.54%) VMS
Processes & Methodologies
1 27 (41.54%) Data Science
2 22 (33.85%) Machine Learning
3 21 (32.31%) Statistical Modelling
4 20 (30.77%) Analytics
5 19 (29.23%) Statistics
6 14 (21.54%) DevOps
7 13 (20.00%) Mathematics
8 12 (18.46%) Computer Science
8 12 (18.46%) Statistical Analysis
9 11 (16.92%) Data Modelling
9 11 (16.92%) Test Automation
10 10 (15.38%) Configuration Management
10 10 (15.38%) Data Analysis
10 10 (15.38%) Open Source
10 10 (15.38%) Service Delivery
10 10 (15.38%) Validation
11 9 (13.85%) Predictive Modelling
11 9 (13.85%) Random Forest
11 9 (13.85%) Visualisation
12 8 (12.31%) Requirements Gathering
Programming Languages
1 55 (84.62%) Python
2 44 (67.69%) SQL
3 13 (20.00%) Java
4 11 (16.92%) MATLAB
5 10 (15.38%) Perl
5 10 (15.38%) Ruby
6 2 (3.08%) T-SQL
7 1 (1.54%) C#
7 1 (1.54%) C++
7 1 (1.54%) JavaScript
Qualifications
1 14 (21.54%) Degree
2 11 (16.92%) Master's Degree
3 10 (15.38%) Numerate Degree
3 10 (15.38%) Security Cleared
4 2 (3.08%) PhD
5 1 (1.54%) Computer Science Degree
Quality Assurance & Compliance
1 11 (16.92%) Data Quality
2 10 (15.38%) Good Clinical Practice
System Software
1 13 (20.00%) Docker
Systems Management
1 12 (18.46%) Puppet
2 11 (16.92%) Kubernetes
3 10 (15.38%) Opscode Chef
4 2 (3.08%) Terraform
Vendors
1 10 (15.38%) Checkmarx
2 6 (9.23%) Microsoft
3 3 (4.62%) Google
4 2 (3.08%) Dataiku
5 1 (1.54%) Adobe
5 1 (1.54%) Databricks