Period
to 20 August 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 20 August 2019 with a comparison to the same period in the previous 2 years.

R
England > East Midlands
6 months to
20 Aug 2019
Same period 2018 Same period 2017
Rank 175 210 165
Rank change year-on-year +35 -45 +53
Permanent jobs citing R 26 23 63
As % of all permanent IT jobs advertised in the East Midlands 0.65% 0.47% 1.18%
As % of the Programming Languages category 1.16% 0.81% 2.16%
Number of salaries quoted 21 21 49
East Midlands median annual salary £47,500 £48,000 £42,500
Median salary % change year-on-year -1.04% +12.94% -10.53%
10th Percentile £28,000 £29,500 £27,250
90th Percentile £57,500 £65,000 £57,500
England median annual salary £60,000 £60,000 £60,000

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 2,240 2,834 2,915
As % of all permanent IT jobs advertised in the East Midlands 56.24% 57.97% 54.79%
Number of salaries quoted 1,898 2,394 2,509
East Midlands median annual salary £41,000 £42,500 £40,000
Median salary % change year-on-year -3.53% +6.25% -
10th Percentile £26,750 £27,500 £25,000
90th Percentile £63,750 £60,000 £58,750
England median annual salary £52,500 £50,000 £47,500
% change year-on-year +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 20 August 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 20 August 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
Nottinghamshire +1 13 £38,750 -8.82%
Northamptonshire +29 5 £55,000 +14.58%
Derbyshire - 2 £52,500 - 1
Leicestershire -2 1 £37,500 +17.19%
Lincolnshire - 1 £50,000 - 1
R
England

For the 6 months to 20 August 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 24 (92.31%) SQL
2 12 (46.15%) Analytics
3 11 (42.31%) Python
4 10 (38.46%) Business Intelligence
5 9 (34.62%) Data Warehouse
5 9 (34.62%) SAS
5 9 (34.62%) SQL Server
6 8 (30.77%) Finance
6 8 (30.77%) Microsoft
7 7 (26.92%) Machine Learning
7 7 (26.92%) Analytical Skills
7 7 (26.92%) Power BI
7 7 (26.92%) Power Platform
8 6 (23.08%) Self-Motivation
8 6 (23.08%) SQL Server Integration Services
8 6 (23.08%) Marketing
8 6 (23.08%) OLAP
8 6 (23.08%) ETL
8 6 (23.08%) Agile Software Development
8 6 (23.08%) SQL Server Reporting Services
9 5 (19.23%) PostgreSQL
9 5 (19.23%) Microsoft Excel
9 5 (19.23%) Google
9 5 (19.23%) MDX
9 5 (19.23%) Data Architecture
9 5 (19.23%) Amazon AWS
9 5 (19.23%) SSDT
9 5 (19.23%) Data Analysis Expressions (DAX)
9 5 (19.23%) Greenfield Project
10 4 (15.38%) Data-Driven Decision Making

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 9 (34.62%) SAS
2 3 (11.54%) Apache Spark
3 1 (3.85%) Elasticsearch
Applications
1 5 (19.23%) Microsoft Excel
2 3 (11.54%) Microsoft Office
2 3 (11.54%) Microsoft PowerPoint
2 3 (11.54%) SPSS
Business Applications
1 1 (3.85%) Dynamics AX
1 1 (3.85%) NetSuite
Cloud Services
1 7 (26.92%) Power Platform
2 5 (19.23%) Amazon AWS
3 4 (15.38%) Microsoft Azure
4 3 (11.54%) Google Cloud Platform
5 2 (7.69%) Google Analytics
6 1 (3.85%) Azure Data Factory
6 1 (3.85%) Dynamics 365
6 1 (3.85%) Google Tag Manager
Communications & Networking
1 1 (3.85%) Kerberos
Database & Business Intelligence
1 9 (34.62%) Data Warehouse
1 9 (34.62%) SQL Server
2 7 (26.92%) Power BI
3 6 (23.08%) OLAP
3 6 (23.08%) SQL Server Integration Services
3 6 (23.08%) SQL Server Reporting Services
4 5 (19.23%) PostgreSQL
4 5 (19.23%) SSDT
5 3 (11.54%) BigQuery
5 3 (11.54%) BusinessObjects
5 3 (11.54%) Data Lake
5 3 (11.54%) Data Mining
5 3 (11.54%) NoSQL
5 3 (11.54%) Relational Database
6 2 (7.69%) Hadoop
7 1 (3.85%) Microsoft Analysis Services
7 1 (3.85%) MySQL
7 1 (3.85%) Oracle Database
7 1 (3.85%) QlikView
7 1 (3.85%) SQL Server Analysis Services
Development Applications
1 1 (3.85%) Git (software)
1 1 (3.85%) Jenkins
1 1 (3.85%) Sonatype Nexus
1 1 (3.85%) SQL Server Management Studio (SSMS)
General
1 8 (30.77%) Finance
2 6 (23.08%) Marketing
3 4 (15.38%) Banking
3 4 (15.38%) Financial Institution
4 3 (11.54%) Retail
5 1 (3.85%) Aerospace
Job Titles
1 9 (34.62%) Developer
2 8 (30.77%) Analyst
2 8 (30.77%) Business Intelligence Developer
3 4 (15.38%) Business Developer
3 4 (15.38%) Data Analyst
3 4 (15.38%) Data Scientist
3 4 (15.38%) SQL Analyst
3 4 (15.38%) SQL Data Analyst
4 3 (11.54%) Senior Business Intelligence Developer
4 3 (11.54%) Senior Developer
4 3 (11.54%) Senior SQL Developer
4 3 (11.54%) SQL BI Developer
4 3 (11.54%) SQL Developer
5 2 (7.69%) AWS Developer
5 2 (7.69%) Azure Developer
5 2 (7.69%) Credit Analyst
5 2 (7.69%) Head of Engineering
5 2 (7.69%) Lead Developer
5 2 (7.69%) Risk Analyst
5 2 (7.69%) SAS Analyst
Libraries, Frameworks & Software Standards
1 5 (19.23%) MDX
2 2 (7.69%) Elastic Stack
2 2 (7.69%) NumPy
2 2 (7.69%) Pandas
3 1 (3.85%) Node.js
3 1 (3.85%) TensorFlow
Miscellaneous
1 7 (26.92%) Analytical Skills
2 6 (23.08%) Self-Motivation
3 5 (19.23%) Greenfield Project
4 2 (7.69%) Credit Risk
5 1 (3.85%) Algorithms
5 1 (3.85%) Data Protection Act
5 1 (3.85%) Public Cloud
Operating Systems
1 1 (3.85%) Linux
1 1 (3.85%) Unix
Processes & Methodologies
1 12 (46.15%) Analytics
2 10 (38.46%) Business Intelligence
3 7 (26.92%) Machine Learning
4 6 (23.08%) Agile Software Development
4 6 (23.08%) ETL
5 5 (19.23%) Data Architecture
6 4 (15.38%) Data Modelling
6 4 (15.38%) Data Science
6 4 (15.38%) Data-Driven Decision Making
6 4 (15.38%) Software Engineering
6 4 (15.38%) Test Automation
7 3 (11.54%) Artificial Intelligence
7 3 (11.54%) Data Analytics
7 3 (11.54%) Scorecard
7 3 (11.54%) Scrum
8 2 (7.69%) Decision Tree
8 2 (7.69%) Fintech
8 2 (7.69%) Marketing Analytics
8 2 (7.69%) Predictive Analytics
8 2 (7.69%) Predictive Modelling
Programming Languages
1 24 (92.31%) SQL
2 11 (42.31%) Python
3 5 (19.23%) Data Analysis Expressions (DAX)
4 3 (11.54%) JavaScript
4 3 (11.54%) MATLAB
5 2 (7.69%) Java
5 2 (7.69%) Ruby
5 2 (7.69%) Scala
6 1 (3.85%) C++
Qualifications
1 3 (11.54%) Degree
2 1 (3.85%) Master's Degree
2 1 (3.85%) Microsoft Certification
2 1 (3.85%) PhD
System Software
1 2 (7.69%) Apache Flume
2 1 (3.85%) Docker
Systems Management
1 1 (3.85%) Kibana
1 1 (3.85%) Kubernetes
1 1 (3.85%) logstash
1 1 (3.85%) Opscode Chef
Vendors
1 8 (30.77%) Microsoft
2 5 (19.23%) Google
3 4 (15.38%) Tableau
4 2 (7.69%) Databricks
5 1 (3.85%) Cognos
5 1 (3.85%) IBM
5 1 (3.85%) JD Edwards
5 1 (3.85%) Oracle
5 1 (3.85%) Splunk