Period
to 19 October 2018

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 19 October 2018 with a comparison to the same period in the previous 2 years.

R
Berkshire > Reading
6 months to
19 Oct 2018
Same period 2017 Same period 2016
Rank 134 119 -
Rank change year-on-year -15 - +200
Permanent jobs citing R 17 24 0
As % of all permanent IT jobs advertised in Reading 0.76% 1.04% -
As % of the Programming Languages category 1.40% 2.06% -
Number of salaries quoted 17 19 0
Reading median annual salary £65,000 £60,000 -
Median salary % change year-on-year +8.33% - -
Berkshire median annual salary £63,750 £60,000 £52,500
% change year-on-year +6.25% +14.29% -12.50%

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 1,218 1,165 1,433
As % of all permanent IT jobs advertised in Reading 54.33% 50.63% 41.24%
Number of salaries quoted 1,076 1,013 1,286
Reading median annual salary £50,000 £47,500 £47,500
Median salary % change year-on-year +5.26% - +5.56%
10th Percentile £32,500 £29,000 £28,750
90th Percentile £72,500 £67,900 £67,500
Berkshire median annual salary £50,500 £47,500 £47,500
% change year-on-year +6.32% - -

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 19 October 2018.

Salary histogram for R in Reading

For the 6 months to 19 October 2018, IT jobs citing R also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Reading region with a requirement for R.

1 12 (70.59%) Agile Software Development
1 12 (70.59%) Amazon AWS
2 9 (52.94%) Degree
2 9 (52.94%) Scala
2 9 (52.94%) Java
2 9 (52.94%) Python
3 8 (47.06%) Hadoop
4 7 (41.18%) Node.js
4 7 (41.18%) HBase
4 7 (41.18%) Linux
4 7 (41.18%) Big Data
4 7 (41.18%) Analytics
4 7 (41.18%) Data Analytics
4 7 (41.18%) HDFS
4 7 (41.18%) Data Science
5 6 (35.29%) Apache Spark
5 6 (35.29%) Akka
5 6 (35.29%) JavaScript
5 6 (35.29%) Apache Hive
6 5 (29.41%) Open Source
6 5 (29.41%) Continuous Integration
6 5 (29.41%) OO
6 5 (29.41%) Internet
6 5 (29.41%) Windows
6 5 (29.41%) RapidMiner
6 5 (29.41%) Data Engineering
6 5 (29.41%) TensorFlow
7 4 (23.53%) ETL
8 3 (17.65%) Artificial Intelligence
8 3 (17.65%) MVC

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 6 (35.29%) Apache Spark
2 3 (17.65%) Apache Pig
3 1 (5.88%) IIS
Cloud Services
1 12 (70.59%) Amazon AWS
2 3 (17.65%) Microsoft Azure
3 2 (11.76%) SaaS
Communications & Networking
1 5 (29.41%) Internet
Database & Business Intelligence
1 8 (47.06%) Hadoop
2 7 (41.18%) Big Data
2 7 (41.18%) HBase
3 6 (35.29%) Apache Hive
4 2 (11.76%) Data Lake
4 2 (11.76%) Text Mining
5 1 (5.88%) Data Warehouse
5 1 (5.88%) Flink
Development Applications
1 3 (17.65%) TeamCity
2 1 (5.88%) Git (software)
2 1 (5.88%) Jenkins
2 1 (5.88%) Octopus Deploy
2 1 (5.88%) Visual Studio
Job Titles
1 8 (47.06%) Developer
2 5 (29.41%) Data Engineer
2 5 (29.41%) Java Developer
3 3 (17.65%) Senior Data Engineer
3 3 (17.65%) Senior Developer
3 3 (17.65%) Senior Java Developer
4 2 (11.76%) Architect
4 2 (11.76%) Big Data Engineer
4 2 (11.76%) Data Architect
4 2 (11.76%) Data Scientist
4 2 (11.76%) Java Engineer
4 2 (11.76%) Junior
4 2 (11.76%) Junior Developer
4 2 (11.76%) Machine Learning Scientist
4 2 (11.76%) Software Developer
5 1 (5.88%) Big Data Architect
5 1 (5.88%) Developer/Software Engineer
5 1 (5.88%) Java Programmer
5 1 (5.88%) Java Software Developer
5 1 (5.88%) Java Software Engineer
Libraries, Frameworks & Software Standards
1 7 (41.18%) Node.js
2 6 (35.29%) Akka
3 5 (29.41%) TensorFlow
4 3 (17.65%) CSS
4 3 (17.65%) HTML
4 3 (17.65%) JSON
4 3 (17.65%) KnockoutJS
4 3 (17.65%) REST
4 3 (17.65%) Twitter Bootstrap
5 2 (11.76%) Ajax
5 2 (11.76%) AngularJS
5 2 (11.76%) Kafka
5 2 (11.76%) Natural Language Processing
5 2 (11.76%) Web Services
6 1 (5.88%) D3.js
6 1 (5.88%) Entity Framework
6 1 (5.88%) Leaflet
Miscellaneous
1 2 (11.76%) Enterprise Software
Operating Systems
1 7 (41.18%) Linux
2 5 (29.41%) Windows
Processes & Methodologies
1 12 (70.59%) Agile Software Development
2 7 (41.18%) Analytics
2 7 (41.18%) Data Analytics
2 7 (41.18%) Data Science
3 5 (29.41%) Continuous Integration
3 5 (29.41%) Data Engineering
3 5 (29.41%) OO
3 5 (29.41%) Open Source
4 4 (23.53%) ETL
5 3 (17.65%) Artificial Intelligence
5 3 (17.65%) MVC
5 3 (17.65%) Visualisation
6 2 (11.76%) Data Visualisation
6 2 (11.76%) Dependency Injection
6 2 (11.76%) Economics
6 2 (11.76%) Machine Learning
6 2 (11.76%) Mathematics
6 2 (11.76%) Physics
6 2 (11.76%) Random Forest
6 2 (11.76%) Test Automation
Programming Languages
1 9 (52.94%) Java
1 9 (52.94%) Python
1 9 (52.94%) Scala
2 6 (35.29%) JavaScript
3 3 (17.65%) C#
3 3 (17.65%) SQL
3 3 (17.65%) T-SQL
4 2 (11.76%) F#
4 2 (11.76%) MATLAB
4 2 (11.76%) ML
5 1 (5.88%) PowerShell
Qualifications
1 9 (52.94%) Degree
2 2 (11.76%) Numerate Degree
2 2 (11.76%) SC Cleared
2 2 (11.76%) Security Cleared
Quality Assurance & Compliance
1 2 (11.76%) Data Quality
2 1 (5.88%) QA
System Software
1 7 (41.18%) HDFS
2 2 (11.76%) Apache Flume
Systems Management
1 1 (5.88%) Kibana
Vendors
1 5 (29.41%) RapidMiner