Period
to 21 November 2017

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 21 November 2017 with a comparison to the same period in the previous 2 years.

R
England > East Midlands
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 182 196 250
Rank change year-on-year +14 +54 +9
Permanent jobs citing R 42 69 25
As % of all permanent IT jobs advertised in the East Midlands 0.80% 1.06% 0.34%
As % of the Programming Languages category 1.40% 2.01% 0.66%
Number of salaries quoted 41 64 14
East Midlands median annual salary £40,000 £45,000 £65,000
Median salary % change year-on-year -11.11% -30.77% +85.71%
10th Percentile £26,250 £30,375 £46,250
90th Percentile £57,500 £52,500 £85,000
England median annual salary £60,000 £52,500 £55,000
% change year-on-year +14.29% -4.55% -

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 2998 3431 3804
As % of all permanent IT jobs advertised in the East Midlands 57.06% 52.57% 51.19%
Number of salaries quoted 2587 2879 3262
East Midlands median annual salary £40,000 £40,000 £37,500
Median salary % change year-on-year - +6.67% -
10th Percentile £25,000 £26,250 £22,750
90th Percentile £60,000 £57,500 £53,750
England median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% -

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 21 November 2017.

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 21 November 2017. 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
Northamptonshire +15 12 £29,000 -42.00%
Leicestershire +21 10 £42,500 -5.56%
Nottinghamshire -4 9 £40,000 - 1
Derbyshire -4 4 £35,000 +7.69% 1
R
England

For the 6 months to 21 November 2017, IT jobs citing R also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the East Midlands region with a requirement for R.

1 35 (83.33%) SQL
2 20 (47.62%) Python
3 19 (45.24%) Analytical Skills
4 15 (35.71%) Statistical Analysis
5 14 (33.33%) Data Analysis
6 13 (30.95%) Business Intelligence
6 13 (30.95%) Degree
7 12 (28.57%) Hadoop
7 12 (28.57%) Analytics
7 12 (28.57%) VBA
8 10 (23.81%) Java
8 10 (23.81%) Big Data
8 10 (23.81%) Apache Spark
9 9 (21.43%) Tableau
10 8 (19.05%) Machine Learning
10 8 (19.05%) Data Mining
10 8 (19.05%) Microsoft
10 8 (19.05%) Algorithms
11 7 (16.67%) Data Visualisation
11 7 (16.67%) Visualisation
11 7 (16.67%) Computer Science
11 7 (16.67%) Mathematics
12 6 (14.29%) SQL Server Integration Services
12 6 (14.29%) Predictive Analytics
12 6 (14.29%) Data Analytics
12 6 (14.29%) Microsoft Excel
12 6 (14.29%) C++
13 5 (11.90%) C#
13 5 (11.90%) JavaScript
13 5 (11.90%) SAS

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 10 (23.81%) Apache Spark
2 5 (11.90%) SAS
3 3 (7.14%) Apache
4 1 (2.38%) Elasticsearch
Applications
1 6 (14.29%) Microsoft Excel
2 2 (4.76%) Microsoft Office
2 2 (4.76%) Microsoft PowerPoint
2 2 (4.76%) Microsoft Project
2 2 (4.76%) MS Visio
3 1 (2.38%) Spreadsheet
Business Applications
1 4 (9.52%) Dynamics AX
2 1 (2.38%) BusinessWorks
2 1 (2.38%) NetSuite
Cloud Services
1 5 (11.90%) Microsoft Azure
2 4 (9.52%) Cortana Intelligence Suite
2 4 (9.52%) Dynamics 365
Database & Business Intelligence
1 12 (28.57%) Hadoop
2 10 (23.81%) Big Data
3 8 (19.05%) Data Mining
4 6 (14.29%) SQL Server Integration Services
5 5 (11.90%) Data Lake
5 5 (11.90%) Data Warehouse
5 5 (11.90%) MongoDB
5 5 (11.90%) Power BI
6 4 (9.52%) Azure SQL Data Warehouse
6 4 (9.52%) Azure SQL Database
6 4 (9.52%) BusinessObjects
6 4 (9.52%) Microsoft Power View
6 4 (9.52%) NoSQL
6 4 (9.52%) PowerPivot
6 4 (9.52%) QlikView
6 4 (9.52%) SQL Server
6 4 (9.52%) SQL Server 2016
6 4 (9.52%) SQL Server Reporting Services
7 2 (4.76%) Apache Hive
7 2 (4.76%) Spotfire
General
1 3 (7.14%) Finance
1 3 (7.14%) Marketing
2 2 (4.76%) Back Office
Job Titles
1 18 (42.86%) Analyst
2 12 (28.57%) Data Scientist
3 11 (26.19%) Data Analyst
4 8 (19.05%) Credit Analyst
5 4 (9.52%) Business Intelligence Consultant
5 4 (9.52%) Consultant
5 4 (9.52%) Data Insight Analyst
5 4 (9.52%) Developer
5 4 (9.52%) Insight Analyst
5 4 (9.52%) Insight Data Analyst
6 3 (7.14%) Microsoft BI Consultant
6 3 (7.14%) Microsoft Consultant
7 2 (4.76%) Business Change Manager
7 2 (4.76%) Business Change Project Manager
7 2 (4.76%) Business Intelligence Developer
7 2 (4.76%) Data Manager
7 2 (4.76%) Project Manager
7 2 (4.76%) Senior Analyst
7 2 (4.76%) Senior Data Analyst
7 2 (4.76%) TIBCO Developer
Libraries, Frameworks & Software Standards
1 1 (2.38%) .NET
1 1 (2.38%) CSS
1 1 (2.38%) HTML
1 1 (2.38%) HTML5
1 1 (2.38%) TIBCO EMS
1 1 (2.38%) Web Services
1 1 (2.38%) XSD
1 1 (2.38%) XSLT
Miscellaneous
1 19 (45.24%) Analytical Skills
2 8 (19.05%) Algorithms
3 7 (16.67%) Computer Science
4 4 (9.52%) Credit Risk
5 2 (4.76%) Data Structures
6 1 (2.38%) Mainframe
Operating Systems
1 5 (11.90%) Linux
2 1 (2.38%) Windows
Processes & Methodologies
1 15 (35.71%) Statistical Analysis
2 14 (33.33%) Data Analysis
3 13 (30.95%) Business Intelligence
4 12 (28.57%) Analytics
5 8 (19.05%) Machine Learning
6 7 (16.67%) Data Visualisation
6 7 (16.67%) Mathematics
6 7 (16.67%) Visualisation
7 6 (14.29%) Data Analytics
7 6 (14.29%) Predictive Analytics
8 5 (11.90%) Predictive Modelling
9 4 (9.52%) ERP
9 4 (9.52%) Physics
9 4 (9.52%) Service Delivery
9 4 (9.52%) Statistical Modelling
9 4 (9.52%) Use Case
9 4 (9.52%) Workflow
10 3 (7.14%) Customer Insight
10 3 (7.14%) Customer Segmentation
10 3 (7.14%) Statistics
Programming Languages
1 35 (83.33%) SQL
2 20 (47.62%) Python
3 12 (28.57%) VBA
4 10 (23.81%) Java
5 6 (14.29%) C++
6 5 (11.90%) C#
6 5 (11.90%) JavaScript
7 4 (9.52%) C
8 3 (7.14%) MATLAB
9 1 (2.38%) COBOL
Qualifications
1 13 (30.95%) Degree
2 5 (11.90%) Master's Degree
3 4 (9.52%) Numerate Degree
4 2 (4.76%) Computer Science Degree
4 2 (4.76%) PhD
Vendors
1 9 (21.43%) Tableau
2 8 (19.05%) Microsoft
3 4 (9.52%) JD Edwards
4 3 (7.14%) Cloudera
5 2 (4.76%) TIBCO
6 1 (2.38%) IBM
6 1 (2.38%) Oracle
6 1 (2.38%) Teradata