Period
to 20 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Hampshire 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 November 2017 with a comparison to the same period in the previous 2 years.

R
South East > Hampshire
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 219 253 218
Rank change year-on-year +34 -35 +51
Permanent jobs citing R 39 23 63
As % of all permanent IT jobs advertised in Hampshire 0.61% 0.34% 0.88%
As % of the Programming Languages category 1.06% 0.61% 1.59%
Number of salaries quoted 34 19 56
Hampshire median annual salary £52,700 £52,500 £55,000
Median salary % change year-on-year +0.38% -4.55% +36.39%
10th Percentile £26,450 £27,500 £33,375
90th Percentile £63,875 £93,750 £72,500
South East median annual salary £55,000 £52,500 £47,000
% change year-on-year +4.76% +11.70% +14.63%

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 Hampshire with a requirement for coding skills.

All Programming Languages
Hampshire
Permanent vacancies with a requirement for coding skills 3685 3744 3950
As % of all permanent IT jobs advertised in Hampshire 57.86% 55.28% 54.89%
Number of salaries quoted 3354 3411 3437
Hampshire median annual salary £42,500 £40,000 £42,000
Median salary % change year-on-year +6.25% -4.76% +5.00%
10th Percentile £26,250 £27,000 £26,250
90th Percentile £63,750 £58,750 £59,000
South East median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% +6.25%

R
Job Vacancy Trend in Hampshire

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

Job vacancy trend for R in Hampshire

R
Salary Trend in Hampshire

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

Salary trend for R in Hampshire

R
Salary Histogram in Hampshire

The salary distribution of IT jobs citing R in Hampshire over the 6 months to 20 November 2017.

Salary histogram for R 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 6 months to 20 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
Fareham +23 21 £52,700 -
Southampton -2 5 £45,000 +5.88%
Farnborough - 5 £26,000 -
Basingstoke +1 4 £55,000 -15.38%
Havant - 1 £85,000 -
R
South East

For the 6 months to 20 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 Hampshire region with a requirement for R.

1 32 (82.05%) Python
2 26 (66.67%) SQL
3 20 (51.28%) Java
4 15 (38.46%) Agile Software Development
4 15 (38.46%) Hadoop
4 15 (38.46%) NoSQL
5 14 (35.90%) Data Analysis
5 14 (35.90%) Software Engineering
5 14 (35.90%) JavaScript
5 14 (35.90%) Apache Spark
6 13 (33.33%) Go
6 13 (33.33%) CSS
7 12 (30.77%) SaaS
7 12 (30.77%) PaaS
7 12 (30.77%) Scala
7 12 (30.77%) Ruby
7 12 (30.77%) Computer Science
7 12 (30.77%) Coaching
8 11 (28.21%) DevOps
8 11 (28.21%) Ruby on Rails
8 11 (28.21%) Test Automation
8 11 (28.21%) Mathematics
8 11 (28.21%) Django
8 11 (28.21%) Node.js
8 11 (28.21%) CSS3
9 10 (25.64%) Machine Learning
9 10 (25.64%) Physics
9 10 (25.64%) Analytical Skills
10 9 (23.08%) Analytics
10 9 (23.08%) Visualisation

R
Co-occurring 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 14 (35.90%) Apache Spark
2 6 (15.38%) SAS
2 6 (15.38%) SharePoint
3 1 (2.56%) Apache Pig
3 1 (2.56%) Elasticsearch
Applications
1 7 (17.95%) Microsoft Excel
2 4 (10.26%) Microsoft Office
2 4 (10.26%) Microsoft PowerPoint
3 1 (2.56%) SPSS
Cloud Services
1 12 (30.77%) PaaS
1 12 (30.77%) SaaS
2 4 (10.26%) Amazon AWS
3 2 (5.13%) Microsoft Azure
4 1 (2.56%) IaaS
Communications & Networking
1 1 (2.56%) SMS
Database & Business Intelligence
1 15 (38.46%) Hadoop
1 15 (38.46%) NoSQL
2 7 (17.95%) Big Data
3 3 (7.69%) Data Mining
3 3 (7.69%) Relational Database
3 3 (7.69%) SQL Server
3 3 (7.69%) SQL Server Integration Services
4 2 (5.13%) InfluxDB
4 2 (5.13%) MongoDB
4 2 (5.13%) Neo4j
4 2 (5.13%) Redis
4 2 (5.13%) SQL Server Analysis Services
5 1 (2.56%) Apache Cassandra
5 1 (2.56%) Apache Hive
5 1 (2.56%) Azure SQL Database
5 1 (2.56%) Data Warehouse
5 1 (2.56%) MariaDB
5 1 (2.56%) MySQL
General
1 7 (17.95%) Finance
2 6 (15.38%) Manufacturing
2 6 (15.38%) Marketing
3 4 (10.26%) Electronics
3 4 (10.26%) Financial Institution
3 4 (10.26%) Telecoms
Job Titles
1 12 (30.77%) Data Scientist
1 12 (30.77%) Developer
2 6 (15.38%) Data Engineer
2 6 (15.38%) Graduate
3 5 (12.82%) Junior
3 5 (12.82%) Junior Data Scientist
3 5 (12.82%) Lead Developer
3 5 (12.82%) Python Developer
3 5 (12.82%) Senior Developer
3 5 (12.82%) SQL Developer
4 4 (10.26%) Analyst
4 4 (10.26%) Analyst Developer
4 4 (10.26%) Data Analyst
4 4 (10.26%) SQL Analyst
4 4 (10.26%) SQL Data Analyst
5 3 (7.69%) Analytics Manager
5 3 (7.69%) Customer Insight Manager
5 3 (7.69%) Insight Manager
5 3 (7.69%) Technical Leader
6 2 (5.13%) Data Analytics Scientist
Libraries, Frameworks & Software Standards
1 13 (33.33%) CSS
2 11 (28.21%) CSS3
2 11 (28.21%) Django
2 11 (28.21%) Node.js
2 11 (28.21%) Ruby on Rails
3 4 (10.26%) Natural Language Processing
4 2 (5.13%) .NET
5 1 (2.56%) AngularJS
5 1 (2.56%) ASP.NET
5 1 (2.56%) HTML
5 1 (2.56%) HTML5
5 1 (2.56%) Kafka
5 1 (2.56%) ModSecurity
5 1 (2.56%) RabbitMQ
Miscellaneous
1 12 (30.77%) Computer Science
2 10 (25.64%) Analytical Skills
3 6 (15.38%) Algorithms
4 2 (5.13%) Cybercrime
5 1 (2.56%) Credit Risk
5 1 (2.56%) Robotics
5 1 (2.56%) User Experience
Operating Systems
1 4 (10.26%) Windows
2 2 (5.13%) Linux
Processes & Methodologies
1 15 (38.46%) Agile Software Development
2 14 (35.90%) Data Analysis
2 14 (35.90%) Software Engineering
3 12 (30.77%) Coaching
4 11 (28.21%) DevOps
4 11 (28.21%) Mathematics
4 11 (28.21%) Test Automation
5 10 (25.64%) Machine Learning
5 10 (25.64%) Physics
6 9 (23.08%) Analytics
6 9 (23.08%) Visualisation
7 7 (17.95%) Statistics
8 6 (15.38%) Business Intelligence
8 6 (15.38%) Data Visualisation
8 6 (15.38%) Mathematical Modelling
9 5 (12.82%) Prototyping
10 4 (10.26%) Anti-Money Laundering
10 4 (10.26%) Data Analytics
10 4 (10.26%) Project Management
10 4 (10.26%) SDLC
Programming Languages
1 32 (82.05%) Python
2 26 (66.67%) SQL
3 20 (51.28%) Java
4 14 (35.90%) JavaScript
5 13 (33.33%) Go
6 12 (30.77%) Ruby
6 12 (30.77%) Scala
7 7 (17.95%) C++
7 7 (17.95%) MATLAB
8 3 (7.69%) VBA
9 2 (5.13%) C#
10 1 (2.56%) Julia
Qualifications
1 9 (23.08%) Degree
2 8 (20.51%) PhD
3 1 (2.56%) Computer Science Degree
3 1 (2.56%) Master's Degree
3 1 (2.56%) Numerate Degree
Quality Assurance & Compliance
1 5 (12.82%) QA
2 1 (2.56%) Data Quality
System Software
1 2 (5.13%) Docker
Systems Management
1 1 (2.56%) Hadoop YARN
1 1 (2.56%) logstash
1 1 (2.56%) Opscode Chef
1 1 (2.56%) StatsD
Vendors
1 4 (10.26%) SAP
2 1 (2.56%) Cloudera
2 1 (2.56%) Informatica
2 1 (2.56%) New Relic
2 1 (2.56%) Oracle