The table below looks at the statistics for R skills in IT jobs advertised for the Hampshire region. Included is a guide to the salaries offered in IT jobs that have cited R over the 3 months to 24 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
24 Jul 2016
Same period 2015 Same period 2014
R
Rank 171 141 196
Rank change year-on-year
-30 +55
Permanent jobs citing R 23 49 7
As % of all permanent IT jobs located in Hampshire 0.67% 1.35% 0.18%
As % of the Programming Languages category 1.12% 2.57% 0.37%
Number of salaries quoted 20 41 5
Median salary £65,000 £50,000 £40,325
Median salary % change year-on-year
+30.00% +23.99%
90% offered a salary of more than £45,000 £36,500 £30,530
10% offered a salary of more than £87,500 £70,000 £46,130
UK excluding London median salary £47,500 £45,000 £42,500
% change year-on-year
+5.55% +5.88%
R
South East

The following table is for comparison with the above and provides statistics for the entire Programming Languages category in permanent jobs advertised in the Hampshire region.

Programming Languages Category
Hampshire
Permanent IT job ads with a match in the
Programming Languages category
2056 1909 1890
As % of all permanent IT jobs located in Hampshire 59.61% 52.58% 48.36%
Number of salaries quoted 1896 1633 1613
Median salary £40,000 £40,250 £37,500
Median salary % change year-on-year
-0.62% +7.33%
90% offered a salary of more than £30,000 £27,500 £25,000
10% offered a salary of more than £55,000 £55,000 £55,000
UK excluding London median salary £41,500 £40,000 £40,000
% change year-on-year
+3.75% -

R
Jobs Demand Trend in Hampshire

The demand trend of job ads across the Hampshire region citing R as a proportion of all IT jobs with a match in the Programming Languages category.

R Jobs Demand Trend in Hampshire

R
Salary Trend in Hampshire

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

R Salary Trend in Hampshire

R
Salary Histogram in Hampshire

This chart provides a salary histogram for IT jobs citing R across the Hampshire region over the 3 months to 24 July 2016.

R Salary Histogram in Hampshire

R
Job Locations in Hampshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing R within the Hampshire region over the 3 months to 24 July 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Basingstoke -30 9 £65,000 +10.63%
Aldershot - 3 - -
Southampton -3 2 £45,000 +2.85%
R
South East

R
Top 30 Related IT Skills in Hampshire

For the 6 months to 24 July 2016, 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 Hampshire region with a requirement for R.

1 36 (63.16%) C++
2 33 (57.89%) Python
3 32 (56.14%) Software Engineering
4 23 (40.35%) C#
5 21 (36.84%) RabbitMQ
6 20 (35.09%) Elasticsearch
6 20 (35.09%) StatsD
7 19 (33.33%) MySQL
8 18 (31.58%) Opscode Chef
9 17 (29.82%) SQL
10 14 (24.56%) Enterprise Software
11 13 (22.81%) Machine Learning
11 13 (22.81%) PCI DSS
11 13 (22.81%) CISSP
11 13 (22.81%) Validation
12 11 (19.30%) Requirements Analysis
12 11 (19.30%) Open Source
13 10 (17.54%) Big Data
13 10 (17.54%) Mathematics
13 10 (17.54%) Software Testing
13 10 (17.54%) Microsoft
13 10 (17.54%) Business Intelligence
13 10 (17.54%) MS Excel
13 10 (17.54%) OO
14 9 (15.79%) .NET
14 9 (15.79%) Automated Testing
14 9 (15.79%) Statistics
15 8 (14.04%) logstash
15 8 (14.04%) Physics
15 8 (14.04%) HIPAA

R
Top Related IT Skills in Hampshire 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 20 (35.09%) Elasticsearch
2 5 (8.77%) Apache Spark
3 3 (5.26%) IIS
3 3 (5.26%) SAS
4 1 (1.75%) Apache
4 1 (1.75%) JBoss
4 1 (1.75%) Tomcat
4 1 (1.75%) WebLogic
Applications
1 10 (17.54%) MS Excel
2 4 (7.02%) MS PowerPoint
Business Applications
1 4 (7.02%) SAP Oil and Gas
Cloud Services
1 5 (8.77%) Amazon AWS
2 4 (7.02%) SaaS
3 1 (1.75%) Cloud Computing
3 1 (1.75%) PaaS
Communications & Networking
1 3 (5.26%) Internet
1 3 (5.26%) Remote Desktop
2 2 (3.51%) AMQP
3 1 (1.75%) Firewall
3 1 (1.75%) HTTP
3 1 (1.75%) SNMP
3 1 (1.75%) TCP/IP
Database & Business Intelligence
1 19 (33.33%) MySQL
2 10 (17.54%) Big Data
3 8 (14.04%) SQL Server
4 4 (7.02%) Apache Cassandra
4 4 (7.02%) NoSQL
4 4 (7.02%) QlikView
5 3 (5.26%) MS Access
6 2 (3.51%) MongoDB
7 1 (1.75%) Data Mining
7 1 (1.75%) Data Warehouse
7 1 (1.75%) Hadoop
7 1 (1.75%) MariaDB
7 1 (1.75%) OLAP
7 1 (1.75%) OLTP
7 1 (1.75%) Power BI
7 1 (1.75%) PowerPivot
7 1 (1.75%) SAS EBI
7 1 (1.75%) SQL Server Analysis Services
7 1 (1.75%) SQL Server Integration Services
7 1 (1.75%) SQL Server Reporting Services
Development Applications
1 4 (7.02%) Jenkins
2 3 (5.26%) Git (software)
2 3 (5.26%) Subversion
3 2 (3.51%) NCrunch
3 2 (3.51%) ReSharper
3 2 (3.51%) Selenium
3 2 (3.51%) SpecFlow
4 1 (1.75%) Burp Suite
4 1 (1.75%) Eclipse
4 1 (1.75%) NetBeans
4 1 (1.75%) Octopus Deploy
4 1 (1.75%) Team Foundation Server
4 1 (1.75%) TeamCity
4 1 (1.75%) Vagrant
General
1 6 (10.53%) Finance
1 6 (10.53%) Telecoms
2 5 (8.77%) Marketing
3 4 (7.02%) Electronics
3 4 (7.02%) Manufacturing
4 1 (1.75%) Advertising
Job Titles
1 22 (38.60%) Software Engineer
2 9 (15.79%) Data Scientist
3 8 (14.04%) Architect
3 8 (14.04%) Security Architect
4 7 (12.28%) Developer
5 6 (10.53%) Analyst
6 5 (8.77%) Applications Engineer
6 5 (8.77%) Security Engineer
7 4 (7.02%) C++ Software Engineer
8 3 (5.26%) C# Developer
8 3 (5.26%) Cloud Developer
8 3 (5.26%) Machine Learning Engineer
8 3 (5.26%) Python Software Engineer
8 3 (5.26%) Senior Developer
8 3 (5.26%) SQL Analyst
8 3 (5.26%) Technical Engineer
9 2 (3.51%) Excel Analyst
9 2 (3.51%) NoSQL Engineer
9 2 (3.51%) QlikView Analyst
9 2 (3.51%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 21 (36.84%) RabbitMQ
2 9 (15.79%) .NET
3 7 (12.28%) AngularJS
4 5 (8.77%) MFC
5 4 (7.02%) scikit-learn
6 3 (5.26%) Boost C++ Libraries
6 3 (5.26%) OpenGL
6 3 (5.26%) STL
7 2 (3.51%) jQuery
7 2 (3.51%) Web Services
8 1 (1.75%) ASP.NET
8 1 (1.75%) ASP.NET MVC
8 1 (1.75%) Dapper ORM
8 1 (1.75%) Entity Framework
8 1 (1.75%) LINQ
8 1 (1.75%) LINQ to SQL
8 1 (1.75%) Natural Language Processing
8 1 (1.75%) OAuth
8 1 (1.75%) OpenID
8 1 (1.75%) WebSockets
Miscellaneous
1 14 (24.56%) Enterprise Software
2 10 (17.54%) Mathematics
3 9 (15.79%) Statistics
4 8 (14.04%) Physics
5 7 (12.28%) Analytical Skills
6 6 (10.53%) Algorithms
6 6 (10.53%) Visualisation
7 3 (5.26%) 3D Graphics
7 3 (5.26%) Data Integration
8 1 (1.75%) Credit Risk
8 1 (1.75%) Economics
8 1 (1.75%) Virtual Team
Operating Systems
1 6 (10.53%) Windows
2 4 (7.02%) Linux
2 4 (7.02%) Unix
3 3 (5.26%) Windows Server
Processes & Methodologies
1 32 (56.14%) Software Engineering
2 13 (22.81%) Machine Learning
2 13 (22.81%) Validation
3 11 (19.30%) Open Source
3 11 (19.30%) Requirements Analysis
4 10 (17.54%) Business Intelligence
4 10 (17.54%) OO
4 10 (17.54%) Software Testing
5 9 (15.79%) Automated Testing
6 8 (14.04%) Agile Software Development
7 7 (12.28%) Mentoring
8 6 (10.53%) BDD
8 6 (10.53%) Data Visualisation
8 6 (10.53%) Scrum
8 6 (10.53%) TDD
9 5 (8.77%) Analytics
9 5 (8.77%) Data Munging
9 5 (8.77%) Linear Algebra
9 5 (8.77%) Programme Management
10 4 (7.02%) Scrum-ban
Programming Languages
1 36 (63.16%) C++
2 33 (57.89%) Python
3 23 (40.35%) C#
4 17 (29.82%) SQL
5 6 (10.53%) Java
6 4 (7.02%) JavaScript
6 4 (7.02%) MATLAB
7 3 (5.26%) Go
8 2 (3.51%) C
8 2 (3.51%) F#
8 2 (3.51%) Julia
8 2 (3.51%) Scala
8 2 (3.51%) VB.NET
9 1 (1.75%) Embedded C++
9 1 (1.75%) Perl
9 1 (1.75%) PL/SQL
9 1 (1.75%) Ruby
9 1 (1.75%) T-SQL
9 1 (1.75%) VBA
9 1 (1.75%) VC++
Qualifications
1 13 (22.81%) CISSP
2 3 (5.26%) PhD
3 2 (3.51%) Degree
3 2 (3.51%) SC Cleared
3 2 (3.51%) Security Cleared
4 1 (1.75%) DV Cleared
Quality Assurance & Compliance
1 13 (22.81%) PCI DSS
2 8 (14.04%) HIPAA
2 8 (14.04%) ISO/IEC 27001
System Software
1 1 (1.75%) Docker
Systems Management
1 20 (35.09%) StatsD
2 18 (31.58%) Opscode Chef
3 8 (14.04%) logstash
4 1 (1.75%) Kubernetes
Vendors
1 10 (17.54%) Microsoft
2 7 (12.28%) New Relic
3 4 (7.02%) SAP
4 2 (3.51%) IBM
4 2 (3.51%) Netezza
5 1 (1.75%) Oracle
5 1 (1.75%) Salesforce.com
5 1 (1.75%) Tableau