Period
to 14 December 2017

The following table provides summary statistics for permanent job vacancies advertised in Berkshire 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 14 December 2017 with a comparison to the same period in the previous 2 years.

R
South East > Berkshire
6 months to
14 Dec 2017
Same period 2016 Same period 2015
Rank 203 271 320
Rank change year-on-year +68 +49 +17
Permanent jobs citing R 52 28 29
As % of all permanent IT jobs advertised in Berkshire 0.81% 0.33% 0.26%
As % of the Programming Languages category 1.62% 0.78% 0.63%
Number of salaries quoted 46 19 26
Berkshire median annual salary £60,000 £62,500 £60,000
Median salary % change year-on-year -4.00% +4.17% -26.15%
10th Percentile £35,500 £33,950 £29,750
90th Percentile £76,875 £75,000 £72,500
South East median annual salary £55,000 £52,500 £47,500
% change year-on-year +4.76% +10.53% +15.85%

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 Berkshire with a requirement for coding skills.

All Programming Languages
Berkshire
Permanent vacancies with a requirement for coding skills 3218 3607 4589
As % of all permanent IT jobs advertised in Berkshire 50.03% 42.72% 41.63%
Number of salaries quoted 2828 3135 4018
Berkshire median annual salary £47,500 £47,500 £47,500
10th Percentile £28,750 £29,750 £28,000
90th Percentile £71,250 £68,750 £67,500
South East median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% +6.25%

R
Job Vacancy Trend in Berkshire

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

Job vacancy trend for R in Berkshire

R
Salary Trend in Berkshire

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

Salary trend for R in Berkshire

R
Salary Histogram in Berkshire

The salary distribution of IT jobs citing R in Berkshire over the 6 months to 14 December 2017.

Salary histogram for R in Berkshire

R
Job Locations in Berkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing R within the Berkshire region over the 6 months to 14 December 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
Reading +67 40 £60,000 -20.00% 1
Slough +6 4 £65,000 -
Newbury - 2 £35,500 -
Wokingham -3 1 £37,500 +7.14% 1
R
South East

For the 6 months to 14 December 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 Berkshire region with a requirement for R.

1 31 (59.62%) Python
2 28 (53.85%) SQL
2 28 (53.85%) JavaScript
3 26 (50.00%) CSS
3 26 (50.00%) HTML
4 25 (48.08%) Degree
5 24 (46.15%) Node.js
5 24 (46.15%) REST
6 23 (44.23%) Java
7 20 (38.46%) Linux
7 20 (38.46%) Agile Software Development
7 20 (38.46%) Amazon AWS
8 19 (36.54%) HBase
9 18 (34.62%) Analytics
9 18 (34.62%) Continuous Integration
9 18 (34.62%) JSON
9 18 (34.62%) Internet
9 18 (34.62%) OO
9 18 (34.62%) Windows
9 18 (34.62%) HDFS
10 17 (32.69%) Statistics
11 15 (28.85%) Machine Learning
12 14 (26.92%) Hadoop
13 12 (23.08%) SAS
14 11 (21.15%) Visualisation
14 11 (21.15%) Apache Spark
15 10 (19.23%) Algorithms
15 10 (19.23%) Mathematics
15 10 (19.23%) Computer Science
15 10 (19.23%) Data Visualisation

R
Co-occurring IT Skills in Berkshire 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 12 (23.08%) SAS
2 11 (21.15%) Apache Spark
3 2 (3.85%) Apache
3 2 (3.85%) Apache Pig
4 1 (1.92%) OpenStack
Applications
1 4 (7.69%) Microsoft Excel
2 2 (3.85%) SPSS
Business Applications
1 1 (1.92%) Sprinklr
1 1 (1.92%) WebTrends
Cloud Services
1 20 (38.46%) Amazon AWS
2 4 (7.69%) SaaS
3 2 (3.85%) Amazon S3
3 2 (3.85%) Azure Machine Learning
3 2 (3.85%) Data Lake Analytics
3 2 (3.85%) GitHub
3 2 (3.85%) Microsoft Azure
4 1 (1.92%) Adobe Analytics
Communications & Networking
1 18 (34.62%) Internet
Database & Business Intelligence
1 19 (36.54%) HBase
2 14 (26.92%) Hadoop
3 9 (17.31%) Big Data
3 9 (17.31%) Data Mining
4 6 (11.54%) Impala
5 3 (5.77%) KNIME
5 3 (5.77%) SQL Server
6 2 (3.85%) Apache Hive
6 2 (3.85%) Data Lake
6 2 (3.85%) Data Warehouse
6 2 (3.85%) MongoDB
6 2 (3.85%) Power BI
6 2 (3.85%) RDBMS
6 2 (3.85%) Relational Database
7 1 (1.92%) Apache Cassandra
7 1 (1.92%) NoSQL
7 1 (1.92%) Text Mining
General
1 7 (13.46%) Retail
2 6 (11.54%) Finance
3 2 (3.85%) Banking
4 1 (1.92%) Advertising
4 1 (1.92%) Investment Banking
4 1 (1.92%) Marketing
4 1 (1.92%) Telecoms
Job Titles
1 20 (38.46%) Developer
2 18 (34.62%) Java Developer
3 14 (26.92%) Senior Developer
3 14 (26.92%) Senior Java Developer
4 12 (23.08%) Analyst
5 10 (19.23%) Data Scientist
6 5 (9.62%) JavaScript Developer
7 4 (7.69%) Data Engineer
7 4 (7.69%) Data Insight Analyst
7 4 (7.69%) Insight Analyst
7 4 (7.69%) Insight Data Analyst
7 4 (7.69%) Node.js Developer
7 4 (7.69%) Principal Developer
7 4 (7.69%) Principal Java Developer
8 3 (5.77%) Software Engineer
9 2 (3.85%) .NET Developer
9 2 (3.85%) Consultant
9 2 (3.85%) Informatica Consultant
9 2 (3.85%) Informatica Engineer
9 2 (3.85%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 26 (50.00%) CSS
1 26 (50.00%) HTML
2 24 (46.15%) Node.js
2 24 (46.15%) REST
3 18 (34.62%) JSON
4 7 (13.46%) AngularJS
5 6 (11.54%) Angular 2
6 3 (5.77%) Kafka
7 2 (3.85%) .NET
7 2 (3.85%) jQuery
7 2 (3.85%) Natural Language Processing
7 2 (3.85%) Polymer
7 2 (3.85%) TensorFlow
8 1 (1.92%) D3.js
8 1 (1.92%) HTML5
Miscellaneous
1 10 (19.23%) Algorithms
1 10 (19.23%) Computer Science
2 9 (17.31%) Analytical Skills
3 3 (5.77%) Data Structures
3 3 (5.77%) Linux Command Line
3 3 (5.77%) Robotics
4 2 (3.85%) User Experience
5 1 (1.92%) Analytical Mindset
5 1 (1.92%) Derivative
5 1 (1.92%) Equities
5 1 (1.92%) Hedge funds
5 1 (1.92%) Mobile App
5 1 (1.92%) Social Media
5 1 (1.92%) Virtual Team
Operating Systems
1 20 (38.46%) Linux
2 18 (34.62%) Windows
3 3 (5.77%) Unix
Processes & Methodologies
1 20 (38.46%) Agile Software Development
2 18 (34.62%) Analytics
2 18 (34.62%) Continuous Integration
2 18 (34.62%) OO
3 17 (32.69%) Statistics
4 15 (28.85%) Machine Learning
5 11 (21.15%) Visualisation
6 10 (19.23%) Data Visualisation
6 10 (19.23%) Mathematics
7 9 (17.31%) Predictive Analytics
8 6 (11.54%) Cluster Analysis
8 6 (11.54%) Complexity Analysis
9 5 (9.62%) Artificial Intelligence
9 5 (9.62%) Predictive Modelling
10 4 (7.69%) Business Intelligence
10 4 (7.69%) Data Analysis
10 4 (7.69%) Web Analytics
11 3 (5.77%) Asset Management
11 3 (5.77%) Neural Network
11 3 (5.77%) Software Engineering
Programming Languages
1 31 (59.62%) Python
2 28 (53.85%) JavaScript
2 28 (53.85%) SQL
3 23 (44.23%) Java
4 7 (13.46%) C#
5 6 (11.54%) VBA
6 3 (5.77%) C++
6 3 (5.77%) MATLAB
6 3 (5.77%) Perl
7 2 (3.85%) Scala
Qualifications
1 25 (48.08%) Degree
2 4 (7.69%) Numerate Degree
3 3 (5.77%) PhD
Quality Assurance & Compliance
1 2 (3.85%) Data Quality
2 1 (1.92%) Actionable Recommendations
System Software
1 18 (34.62%) HDFS
Systems Management
1 1 (1.92%) Hadoop YARN
Vendors
1 6 (11.54%) Capita
1 6 (11.54%) MicroStrategy
1 6 (11.54%) Tableau
2 3 (5.77%) Microsoft
3 2 (3.85%) Adobe
3 2 (3.85%) Informatica
3 2 (3.85%) Oracle
4 1 (1.92%) BMC
4 1 (1.92%) Brightcove
4 1 (1.92%) Google
4 1 (1.92%) IBM
4 1 (1.92%) SAP
4 1 (1.92%) Sysomos
4 1 (1.92%) Twitter