Period
to 20 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Reading 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
Berkshire > Reading
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 122 186 197
Rank change year-on-year +64 +11 +18
Permanent jobs citing R 34 6 19
As % of all permanent IT jobs advertised in Reading 1.44% 0.17% 0.41%
As % of the Programming Languages category 2.81% 0.42% 1.02%
Number of salaries quoted 29 6 17
Reading median annual salary £60,000 £75,000 £60,000
Median salary % change year-on-year -20.00% +25.00% -11.11%
10th Percentile £45,810 £63,750 £36,000
90th Percentile £77,000 £75,000 £72,500
Berkshire median annual salary £60,000 £52,500 £60,000
% change year-on-year +14.29% -12.50% -22.58%

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 Reading with a requirement for coding skills.

All Programming Languages
Reading
Permanent vacancies with a requirement for coding skills 1208 1422 1862
As % of all permanent IT jobs advertised in Reading 51.25% 41.29% 40.21%
Number of salaries quoted 1051 1257 1614
Reading median annual salary £47,500 £47,500 £45,000
Median salary % change year-on-year - +5.56% +5.88%
10th Percentile £29,000 £28,750 £28,750
90th Percentile £71,250 £67,500 £66,250
Berkshire median annual salary £47,500 £47,500 £47,500

R
Job Vacancy Trend in Reading

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

Job vacancy trend for R in Reading

R
Salary Trend in Reading

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

Salary trend for R in Reading

R
Salary Histogram in Reading

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

Salary histogram for R in Reading

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 Reading region with a requirement for R.

1 23 (67.65%) JavaScript
2 21 (61.76%) HTML
2 21 (61.76%) Java
2 21 (61.76%) CSS
2 21 (61.76%) Node.js
2 21 (61.76%) REST
3 18 (52.94%) Python
4 17 (50.00%) SQL
4 17 (50.00%) Degree
4 17 (50.00%) Amazon AWS
5 16 (47.06%) HBase
5 16 (47.06%) Continuous Integration
5 16 (47.06%) HDFS
5 16 (47.06%) JSON
5 16 (47.06%) Agile Software Development
5 16 (47.06%) Windows
5 16 (47.06%) Linux
5 16 (47.06%) OO
5 16 (47.06%) Internet
6 9 (26.47%) Statistics
6 9 (26.47%) Analytics
6 9 (26.47%) Apache Spark
6 9 (26.47%) Hadoop
7 8 (23.53%) Visualisation
7 8 (23.53%) Computer Science
8 7 (20.59%) Machine Learning
8 7 (20.59%) Data Visualisation
9 6 (17.65%) Big Data
9 6 (17.65%) AngularJS
9 6 (17.65%) Finance

R
Co-occurring IT Skills in Reading 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 9 (26.47%) Apache Spark
2 5 (14.71%) SAS
3 2 (5.88%) Apache
4 1 (2.94%) Apache Pig
4 1 (2.94%) OpenStack
Applications
1 3 (8.82%) Microsoft Excel
2 1 (2.94%) SPSS
Business Applications
1 1 (2.94%) Sprinklr
1 1 (2.94%) WebTrends
Cloud Services
1 17 (50.00%) Amazon AWS
2 3 (8.82%) SaaS
3 2 (5.88%) Azure Machine Learning
3 2 (5.88%) Data Lake Analytics
3 2 (5.88%) GitHub
3 2 (5.88%) Microsoft Azure
4 1 (2.94%) Adobe Analytics
4 1 (2.94%) Amazon S3
Communications & Networking
1 16 (47.06%) Internet
Database & Business Intelligence
1 16 (47.06%) HBase
2 9 (26.47%) Hadoop
3 6 (17.65%) Big Data
4 5 (14.71%) Impala
5 4 (11.76%) Data Mining
6 3 (8.82%) KNIME
7 2 (5.88%) Data Lake
7 2 (5.88%) Power BI
8 1 (2.94%) Apache Cassandra
8 1 (2.94%) Apache Hive
8 1 (2.94%) MongoDB
General
1 6 (17.65%) Finance
2 2 (5.88%) Retail
3 1 (2.94%) Advertising
3 1 (2.94%) Banking
3 1 (2.94%) Investment Banking
3 1 (2.94%) Marketing
3 1 (2.94%) Telecoms
Job Titles
1 16 (47.06%) Developer
1 16 (47.06%) Java Developer
2 12 (35.29%) Senior Developer
2 12 (35.29%) Senior Java Developer
3 6 (17.65%) Analyst
4 5 (14.71%) JavaScript Developer
5 4 (11.76%) Data Scientist
5 4 (11.76%) Node.js Developer
5 4 (11.76%) Principal Developer
5 4 (11.76%) Principal Java Developer
6 3 (8.82%) Data Engineer
7 2 (5.88%) Software Engineer
8 1 (2.94%) Data Manager
8 1 (2.94%) Full Stack Developer
8 1 (2.94%) Hadoop Engineer
8 1 (2.94%) Quantitative Analyst
8 1 (2.94%) Senior Data Scientist
8 1 (2.94%) Senior Full Stack Developer
8 1 (2.94%) Senior JavaScript Developer
8 1 (2.94%) Technical Manager
Libraries, Frameworks & Software Standards
1 21 (61.76%) CSS
1 21 (61.76%) HTML
1 21 (61.76%) Node.js
1 21 (61.76%) REST
2 16 (47.06%) JSON
3 6 (17.65%) AngularJS
4 5 (14.71%) Angular 2
5 3 (8.82%) Kafka
6 2 (5.88%) TensorFlow
7 1 (2.94%) D3.js
7 1 (2.94%) HTML5
7 1 (2.94%) Natural Language Processing
Miscellaneous
1 8 (23.53%) Computer Science
2 4 (11.76%) Algorithms
3 3 (8.82%) Data Structures
3 3 (8.82%) Linux Command Line
4 1 (2.94%) Analytical Skills
4 1 (2.94%) Derivative
4 1 (2.94%) Equities
4 1 (2.94%) Hedge funds
4 1 (2.94%) Mobile App
4 1 (2.94%) Robotics
4 1 (2.94%) Social Media
Operating Systems
1 16 (47.06%) Linux
1 16 (47.06%) Windows
2 3 (8.82%) Unix
Processes & Methodologies
1 16 (47.06%) Agile Software Development
1 16 (47.06%) Continuous Integration
1 16 (47.06%) OO
2 9 (26.47%) Analytics
2 9 (26.47%) Statistics
3 8 (23.53%) Visualisation
4 7 (20.59%) Data Visualisation
4 7 (20.59%) Machine Learning
5 5 (14.71%) Mathematics
6 4 (11.76%) Predictive Analytics
7 3 (8.82%) Data Analysis
7 3 (8.82%) Decision Tree
7 3 (8.82%) Logistic Regression
7 3 (8.82%) Neural Network
7 3 (8.82%) Operations Research
7 3 (8.82%) Software Engineering
8 2 (5.88%) Artificial Intelligence
8 2 (5.88%) Business Intelligence
8 2 (5.88%) Data Management
8 2 (5.88%) Web Analytics
Programming Languages
1 23 (67.65%) JavaScript
2 21 (61.76%) Java
3 18 (52.94%) Python
4 17 (50.00%) SQL
5 5 (14.71%) C#
5 5 (14.71%) VBA
6 3 (8.82%) C++
6 3 (8.82%) MATLAB
6 3 (8.82%) Perl
7 1 (2.94%) Scala
Qualifications
1 17 (50.00%) Degree
2 3 (8.82%) PhD
Quality Assurance & Compliance
1 1 (2.94%) Actionable Recommendations
1 1 (2.94%) Data Quality
System Software
1 16 (47.06%) HDFS
Systems Management
1 1 (2.94%) Hadoop YARN
Vendors
1 4 (11.76%) Capita
2 3 (8.82%) Microsoft
2 3 (8.82%) MicroStrategy
2 3 (8.82%) Tableau
3 2 (5.88%) Adobe
4 1 (2.94%) BMC
4 1 (2.94%) Brightcove
4 1 (2.94%) IBM
4 1 (2.94%) SAP
4 1 (2.94%) Sysomos