Period
to 14 August 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 14 August 2018 with a comparison to the same period in the previous 2 years.

R
Berkshire > Reading
6 months to
14 Aug 2018
Same period 2017 Same period 2016
Rank 112 154 196
Rank change year-on-year +42 +42 +19
Permanent jobs citing R 34 9 7
As % of all permanent IT jobs advertised in Reading 1.45% 0.37% 0.19%
As % of the Programming Languages category 2.77% 0.72% 0.44%
Number of salaries quoted 34 9 7
Reading median annual salary £66,250 £65,000 £52,500
Median salary % change year-on-year +1.92% +23.81% +50.00%
10th Percentile £30,750 £61,250 £40,750
90th Percentile £98,875 £85,000 £58,750
Berkshire median annual salary £66,250 £65,000 £52,500
% change year-on-year +1.92% +23.81% -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 1,229 1,248 1,599
As % of all permanent IT jobs advertised in Reading 52.57% 51.25% 43.89%
Number of salaries quoted 1,097 1,035 1,474
Reading median annual salary £50,000 £47,500 £50,000
Median salary % change year-on-year +5.26% -5.00% +11.11%
10th Percentile £32,000 £28,500 £31,250
90th Percentile £72,500 £67,500 £68,000
Berkshire median annual salary £50,000 £47,500 £47,500
% change year-on-year +5.26% - -

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 14 August 2018.

Salary histogram for R in Reading

For the 6 months to 14 August 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 25 (73.53%) Java
2 22 (64.71%) Python
3 20 (58.82%) Agile Software Development
3 20 (58.82%) Degree
3 20 (58.82%) Scala
4 18 (52.94%) HBase
5 17 (50.00%) Amazon AWS
6 16 (47.06%) Hadoop
7 15 (44.12%) Analytics
8 14 (41.18%) Apache Spark
8 14 (41.18%) Apache Hive
9 12 (35.29%) Linux
9 12 (35.29%) SQL
9 12 (35.29%) Big Data
9 12 (35.29%) HDFS
9 12 (35.29%) Data Science
10 11 (32.35%) TensorFlow
10 11 (32.35%) Node.js
11 10 (29.41%) OO
11 10 (29.41%) JavaScript
11 10 (29.41%) Windows
11 10 (29.41%) Internet
11 10 (29.41%) Continuous Integration
12 9 (26.47%) Data Analytics
13 8 (23.53%) REST
13 8 (23.53%) JSON
13 8 (23.53%) CSS
13 8 (23.53%) HTML
14 7 (20.59%) Machine Learning
14 7 (20.59%) Statistics

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 14 (41.18%) Apache Spark
2 3 (8.82%) SAS
3 2 (5.88%) Apache Pig
4 1 (2.94%) IIS
Cloud Services
1 17 (50.00%) Amazon AWS
2 3 (8.82%) Cloud Computing
3 2 (5.88%) Microsoft Azure
4 1 (2.94%) SaaS
Communications & Networking
1 10 (29.41%) Internet
Database & Business Intelligence
1 18 (52.94%) HBase
2 16 (47.06%) Hadoop
3 14 (41.18%) Apache Hive
4 12 (35.29%) Big Data
5 7 (20.59%) Relational Database
6 4 (11.76%) Data Mining
6 4 (11.76%) Text Mining
7 3 (8.82%) NoSQL
8 2 (5.88%) Impala
9 1 (2.94%) Data Lake
9 1 (2.94%) Data Warehouse
9 1 (2.94%) Flink
9 1 (2.94%) MongoDB
9 1 (2.94%) Neo4j
9 1 (2.94%) PostgreSQL
9 1 (2.94%) Spotfire
Development Applications
1 2 (5.88%) TeamCity
2 1 (2.94%) Git (software)
2 1 (2.94%) Jenkins
2 1 (2.94%) Octopus Deploy
2 1 (2.94%) Visual Studio
Job Titles
1 14 (41.18%) Developer
2 10 (29.41%) Java Developer
2 10 (29.41%) Senior Developer
3 8 (23.53%) Senior Java Developer
4 6 (17.65%) Data Engineer
5 4 (11.76%) Architect
5 4 (11.76%) Data Architect
5 4 (11.76%) Data Scientist
5 4 (11.76%) Junior
5 4 (11.76%) Senior Data Engineer
6 3 (8.82%) Analytics Consultant
6 3 (8.82%) Analytics Manager
6 3 (8.82%) Big Data Architect
6 3 (8.82%) Consultant
6 3 (8.82%) Junior Consultant
6 3 (8.82%) Senior Analytics Manager
6 3 (8.82%) Senior Manager
6 3 (8.82%) Software Developer
7 2 (5.88%) Big Data Engineer
7 2 (5.88%) Enterprise Data Architect
Libraries, Frameworks & Software Standards
1 11 (32.35%) Node.js
1 11 (32.35%) TensorFlow
2 8 (23.53%) CSS
2 8 (23.53%) HTML
2 8 (23.53%) JSON
2 8 (23.53%) REST
3 6 (17.65%) Akka
4 4 (11.76%) Kafka
4 4 (11.76%) Natural Language Processing
5 3 (8.82%) RESTful
6 2 (5.88%) D3.js
6 2 (5.88%) KnockoutJS
6 2 (5.88%) Twitter Bootstrap
6 2 (5.88%) Web Services
7 1 (2.94%) Ajax
7 1 (2.94%) AngularJS
7 1 (2.94%) Entity Framework
7 1 (2.94%) Leaflet
7 1 (2.94%) Velocity
Miscellaneous
1 6 (17.65%) Analytical Skills
2 1 (2.94%) Enterprise Software
Operating Systems
1 12 (35.29%) Linux
2 10 (29.41%) Windows
Processes & Methodologies
1 20 (58.82%) Agile Software Development
2 15 (44.12%) Analytics
3 12 (35.29%) Data Science
4 10 (29.41%) Continuous Integration
4 10 (29.41%) OO
5 9 (26.47%) Data Analytics
6 7 (20.59%) Machine Learning
6 7 (20.59%) Statistics
6 7 (20.59%) Visualisation
7 6 (17.65%) Data Analysis
7 6 (17.65%) Data Engineering
7 6 (17.65%) MapReduce
8 5 (14.71%) Decision-Making
8 5 (14.71%) Economics
8 5 (14.71%) Open Source
9 4 (11.76%) Data Visualisation
9 4 (11.76%) ETL
9 4 (11.76%) Naive Bayes
9 4 (11.76%) Support Vector Machines
10 3 (8.82%) DevOps
Programming Languages
1 25 (73.53%) Java
2 22 (64.71%) Python
3 20 (58.82%) Scala
4 12 (35.29%) SQL
5 10 (29.41%) JavaScript
6 6 (17.65%) C
6 6 (17.65%) C++
7 4 (11.76%) MATLAB
8 3 (8.82%) Shell Script
9 2 (5.88%) C#
9 2 (5.88%) T-SQL
10 1 (2.94%) F#
10 1 (2.94%) ML
10 1 (2.94%) PowerShell
Qualifications
1 20 (58.82%) Degree
2 3 (8.82%) Numerate Degree
3 2 (5.88%) SC Cleared
3 2 (5.88%) Security Cleared
Quality Assurance & Compliance
1 4 (11.76%) Data Quality
2 1 (2.94%) QA
System Software
1 12 (35.29%) HDFS
2 2 (5.88%) Apache Flume
Systems Management
1 1 (2.94%) Kibana
Vendors
1 6 (17.65%) Capita
2 5 (14.71%) RapidMiner
3 2 (5.88%) Cloudera
4 1 (2.94%) Tableau