Period
to 14 December 2019

The following table provides summary statistics for permanent job vacancies advertised in the East Midlands 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 14 December 2019 with a comparison to the same period in the previous 2 years.

R
England > East Midlands
6 months to
14 Dec 2019
Same period 2018 Same period 2017
Rank 183 183 211
Rank change year-on-year 0 +28 -24
Permanent jobs citing R 17 30 29
As % of all permanent IT jobs advertised in the East Midlands 0.44% 0.68% 0.55%
As % of the Programming Languages category 0.84% 1.24% 0.94%
Number of salaries quoted 16 16 28
East Midlands median annual salary £43,750 £36,250 £40,000
Median salary % change year-on-year +20.69% -9.38% -11.11%
10th Percentile £30,250 £26,500 £27,500
90th Percentile £57,500 £65,000 £48,750
England median annual salary £65,000 £62,138 £60,000
% change year-on-year +4.61% +3.56% +14.29%

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 the East Midlands with a requirement for coding skills.

All Programming Languages
East Midlands
Permanent vacancies with a requirement for coding skills 2,031 2,424 3,098
As % of all permanent IT jobs advertised in the East Midlands 52.59% 55.34% 58.53%
Number of salaries quoted 1,816 1,854 2,674
East Midlands median annual salary £42,500 £42,500 £40,000
Median salary % change year-on-year - +6.25% -
10th Percentile £26,750 £27,500 £26,250
90th Percentile £65,000 £65,000 £60,000
England median annual salary £54,000 £52,500 £50,000
% change year-on-year +2.86% +5.00% +5.26%

R
Job Vacancy Trend in the East Midlands

Job postings citing R as a percentage of all IT jobs advertised in the East Midlands.

Job vacancy trend for R in the East Midlands

R
Salary Trend in the East Midlands

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing R in the East Midlands.

Salary trend for R in the East Midlands

R
Salary Histogram in the East Midlands

The salary distribution of IT jobs citing R in the East Midlands over the 6 months to 14 December 2019.

Salary histogram for R in the East Midlands

R
Job Locations in the East Midlands

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing R within the East Midlands region over the 6 months to 14 December 2019. 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
Leicestershire +19 8 £43,750 +52.17% 2
Nottinghamshire 0 6 £37,500 -42.31% 3
Northamptonshire +25 2 £55,000 +57.14% 1
Derbyshire 0 1 £55,000 +100.00% 2
R
England

For the 6 months to 14 December 2019, 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 East Midlands region with a requirement for R.

1 13 (76.47%) SQL
2 10 (58.82%) SQL Server
2 10 (58.82%) Python
3 7 (41.18%) Data Warehouse
4 6 (35.29%) ETL
4 6 (35.29%) SAS
4 6 (35.29%) Business Intelligence
4 6 (35.29%) Marketing
4 6 (35.29%) Azure
5 5 (29.41%) Data Quality
5 5 (29.41%) Relational Database
5 5 (29.41%) Databricks
5 5 (29.41%) Scala
5 5 (29.41%) Microsoft Excel
6 4 (23.53%) C#
6 4 (23.53%) IBM
6 4 (23.53%) Customer Requirements
6 4 (23.53%) Data Engineering
6 4 (23.53%) Power BI
6 4 (23.53%) Power Platform
6 4 (23.53%) GDPR
6 4 (23.53%) SQL Server Management Studio (SSMS)
6 4 (23.53%) Analytical Skills
6 4 (23.53%) IaaS
6 4 (23.53%) Data Governance
6 4 (23.53%) Analytics
6 4 (23.53%) Machine Learning
6 4 (23.53%) SaaS
6 4 (23.53%) PaaS
7 3 (17.65%) Data Analysis Expressions (DAX)

R
Co-occurring IT Skills in the East Midlands 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 6 (35.29%) SAS
2 3 (17.65%) Apache Spark
Applications
1 5 (29.41%) Microsoft Excel
2 1 (5.88%) Microsoft Office
2 1 (5.88%) Microsoft PowerPoint
2 1 (5.88%) SPSS
Business Applications
1 1 (5.88%) Dynamics AX
1 1 (5.88%) NetSuite
Cloud Services
1 6 (35.29%) Azure
2 4 (23.53%) IaaS
2 4 (23.53%) PaaS
2 4 (23.53%) Power Platform
2 4 (23.53%) SaaS
3 3 (17.65%) Azure Data Factory
4 2 (11.76%) AWS
5 1 (5.88%) Dynamics 365
5 1 (5.88%) GCP
5 1 (5.88%) Google Analytics
Database & Business Intelligence
1 10 (58.82%) SQL Server
2 7 (41.18%) Data Warehouse
3 5 (29.41%) Relational Database
4 4 (23.53%) Power BI
5 3 (17.65%) Azure SQL Data Warehouse
5 3 (17.65%) Data Lake
5 3 (17.65%) SQL Server Analysis Services
5 3 (17.65%) SQL Server Integration Services
5 3 (17.65%) SQL Server Reporting Services
6 2 (11.76%) Data Mining
6 2 (11.76%) OLAP
6 2 (11.76%) Spark SQL
6 2 (11.76%) SQL Server 2012
7 1 (5.88%) BigQuery
7 1 (5.88%) BusinessObjects
7 1 (5.88%) Microsoft Analysis Services
7 1 (5.88%) QlikView
7 1 (5.88%) SSDT
Development Applications
1 4 (23.53%) SQL Server Management Studio (SSMS)
2 1 (5.88%) Cucumber
2 1 (5.88%) Selenium
General
1 6 (35.29%) Marketing
2 2 (11.76%) Banking
2 2 (11.76%) Finance
3 1 (5.88%) Retail
Job Titles
1 5 (29.41%) Analyst
2 4 (23.53%) Architect
2 4 (23.53%) Cloud Architect
2 4 (23.53%) Data Architect
3 3 (17.65%) Senior Analyst
3 3 (17.65%) Senior Manager
4 2 (11.76%) Business Developer
4 2 (11.76%) Business Intelligence Developer
4 2 (11.76%) Cloud Engineer
4 2 (11.76%) Data Engineer
4 2 (11.76%) Data Scientist
4 2 (11.76%) Developer
5 1 (5.88%) AWS Developer
5 1 (5.88%) CRM Analyst
5 1 (5.88%) Insight Analyst
5 1 (5.88%) Senior Business Intelligence Developer
5 1 (5.88%) Senior Cloud Architect
5 1 (5.88%) Senior SQL Developer
5 1 (5.88%) SQL Analyst
5 1 (5.88%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 2 (11.76%) Kafka
2 1 (5.88%) Dask
2 1 (5.88%) MDX
Miscellaneous
1 4 (23.53%) Analytical Skills
2 1 (5.88%) Algorithms
2 1 (5.88%) Credit Risk
2 1 (5.88%) Self-Motivation
Processes & Methodologies
1 6 (35.29%) Business Intelligence
1 6 (35.29%) ETL
2 4 (23.53%) Analytics
2 4 (23.53%) Customer Requirements
2 4 (23.53%) Data Engineering
2 4 (23.53%) Data Governance
2 4 (23.53%) Machine Learning
3 3 (17.65%) Agile Software Development
4 2 (11.76%) Data Analytics
4 2 (11.76%) Data Science
4 2 (11.76%) Kimball Methodology
4 2 (11.76%) Migration
4 2 (11.76%) Predictive Modelling
4 2 (11.76%) Problem-Solving
4 2 (11.76%) Test Automation
4 2 (11.76%) Visualisation
5 1 (5.88%) BDD
5 1 (5.88%) Data Visualisation
5 1 (5.88%) Data-Driven Decision Making
5 1 (5.88%) Decision-Making
Programming Languages
1 13 (76.47%) SQL
2 10 (58.82%) Python
3 5 (29.41%) Scala
4 4 (23.53%) C#
5 3 (17.65%) Data Analysis Expressions (DAX)
6 1 (5.88%) Java
6 1 (5.88%) JavaScript
Qualifications
1 2 (11.76%) Degree
2 1 (5.88%) Microsoft Certification
2 1 (5.88%) PhD
Quality Assurance & Compliance
1 5 (29.41%) Data Quality
2 4 (23.53%) GDPR
Vendors
1 5 (29.41%) Databricks
2 4 (23.53%) IBM
3 3 (17.65%) Microsoft
4 2 (11.76%) Google
4 2 (11.76%) Tableau
5 1 (5.88%) Cognos
5 1 (5.88%) JD Edwards