Period
to 21 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Warwickshire 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
West Midlands > Warwickshire
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 72 99 103
Rank change year-on-year +27 +4 0
Permanent jobs citing R 39 12 9
As % of all permanent IT jobs advertised in Warwickshire 3.05% 1.03% 0.64%
As % of the Programming Languages category 5.41% 1.90% 1.16%
Number of salaries quoted 38 12 3
Warwickshire median annual salary £40,000 £42,500 £55,000
Median salary % change year-on-year -5.88% -22.73% -
10th Percentile £21,250 £31,500 £52,500
90th Percentile £45,750 £52,500 £57,500
West Midlands median annual salary £41,500 £39,250 £50,000
% change year-on-year +5.73% -21.50% -4.76%

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 Warwickshire with a requirement for coding skills.

All Programming Languages
Warwickshire
Permanent vacancies with a requirement for coding skills 721 633 778
As % of all permanent IT jobs advertised in Warwickshire 56.46% 54.29% 55.53%
Number of salaries quoted 687 509 687
Warwickshire median annual salary £35,000 £37,500 £37,500
Median salary % change year-on-year -6.67% - -2.60%
10th Percentile £23,550 £23,500 £23,300
90th Percentile £56,250 £57,500 £53,750
West Midlands median annual salary £40,000 £37,500 £37,500
% change year-on-year +6.67% - -

R
Job Vacancy Trend in Warwickshire

Job postings citing R as a percentage of all IT jobs advertised in Warwickshire.

Job vacancy trend for R in Warwickshire

R
Salary Trend in Warwickshire

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

Salary trend for R in Warwickshire

R
Salary Histogram in Warwickshire

The salary distribution of IT jobs citing R in Warwickshire over the 6 months to 21 November 2017.

Salary histogram for R in Warwickshire

R
Job Locations in Warwickshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing R within the Warwickshire 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
Nuneaton -1 9 £41,500 +12.16%
Warwick - 9 £37,500 -
R
West Midlands

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 Warwickshire region with a requirement for R.

1 39 (100.00%) SQL
2 36 (92.31%) Python
3 22 (56.41%) Analytics
4 20 (51.28%) Machine Learning
5 19 (48.72%) Analytical Skills
6 18 (46.15%) SPSS
7 15 (38.46%) Big Data
8 14 (35.90%) Marketing
8 14 (35.90%) SAS
9 13 (33.33%) PhD
9 13 (33.33%) Degree
9 13 (33.33%) Microsoft Azure
10 11 (28.21%) IBM
11 10 (25.64%) Cognos
11 10 (25.64%) Information Management
11 10 (25.64%) Azure Data Factory
12 9 (23.08%) Actionable Insight
12 9 (23.08%) SAS Enterprise Guide
12 9 (23.08%) Data Analytics
12 9 (23.08%) SQL Server
13 7 (17.95%) Data Analysis
14 5 (12.82%) DataStage
14 5 (12.82%) Business Intelligence
14 5 (12.82%) Google
14 5 (12.82%) Hadoop
15 4 (10.26%) Power BI
15 4 (10.26%) Master's Degree
15 4 (10.26%) Web Development
15 4 (10.26%) SQL Server Integration Services
15 4 (10.26%) Statistics

R
Co-occurring IT Skills in Warwickshire 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 14 (35.90%) SAS
2 3 (7.69%) Apache Spark
3 2 (5.13%) ArcGIS
Applications
1 18 (46.15%) SPSS
2 1 (2.56%) Microsoft Excel
Cloud Services
1 13 (33.33%) Microsoft Azure
2 10 (25.64%) Azure Data Factory
3 4 (10.26%) Azure Machine Learning
Communications & Networking
1 2 (5.13%) Skype
Database & Business Intelligence
1 15 (38.46%) Big Data
2 9 (23.08%) SAS Enterprise Guide
2 9 (23.08%) SQL Server
3 5 (12.82%) DataStage
3 5 (12.82%) Hadoop
4 4 (10.26%) Power BI
4 4 (10.26%) SQL Server Integration Services
5 2 (5.13%) NoSQL
6 1 (2.56%) BusinessObjects
6 1 (2.56%) BusinessObjects XI
6 1 (2.56%) IBM InfoSphere
General
1 14 (35.90%) Marketing
Job Titles
1 20 (51.28%) Analyst
2 13 (33.33%) Developer
3 12 (30.77%) Data Scientist
4 11 (28.21%) Big Data Developer
4 11 (28.21%) Data Analyst
4 11 (28.21%) Graduate
5 9 (23.08%) Marketing Analyst
6 7 (17.95%) Junior
6 7 (17.95%) Junior Developer
7 6 (15.38%) Graduate Developer
8 5 (12.82%) Data Modeller
8 5 (12.82%) Graduate Analyst
8 5 (12.82%) Graduate Data Analyst
9 4 (10.26%) Graduate SQL Developer
9 4 (10.26%) Python Developer
9 4 (10.26%) SQL Developer
10 3 (7.69%) Hadoop Developer
10 3 (7.69%) Junior Python Developer
10 3 (7.69%) R Developer
11 2 (5.13%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 4 (10.26%) CSS
1 4 (10.26%) HTML
2 2 (5.13%) .NET
Miscellaneous
1 19 (48.72%) Analytical Skills
2 4 (10.26%) Algorithms
3 1 (2.56%) Data Structures
3 1 (2.56%) Management Information System
Processes & Methodologies
1 22 (56.41%) Analytics
2 20 (51.28%) Machine Learning
3 10 (25.64%) Information Management
4 9 (23.08%) Actionable Insight
4 9 (23.08%) Data Analytics
5 7 (17.95%) Data Analysis
6 5 (12.82%) Business Intelligence
7 4 (10.26%) Statistics
7 4 (10.26%) Web Development
8 3 (7.69%) Open Source
9 2 (5.13%) Agile Software Development
9 2 (5.13%) CRM
9 2 (5.13%) MapReduce
10 1 (2.56%) Coaching
10 1 (2.56%) ETL
10 1 (2.56%) Marketing Strategy
10 1 (2.56%) Process Improvement
10 1 (2.56%) Stakeholder Management
10 1 (2.56%) Time Management
10 1 (2.56%) Visualisation
Programming Languages
1 39 (100.00%) SQL
2 36 (92.31%) Python
3 4 (10.26%) JavaScript
4 1 (2.56%) VBA
Qualifications
1 13 (33.33%) Degree
1 13 (33.33%) PhD
2 4 (10.26%) Master's Degree
Vendors
1 11 (28.21%) IBM
2 10 (25.64%) Cognos
3 5 (12.82%) Google
4 4 (10.26%) Microsoft
5 1 (2.56%) Tableau