Period
to 18 July 2018

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 18 July 2018 with a comparison to the same period in the previous 2 years.

R
South East > Berkshire
6 months to
18 Jul 2018
Same period 2017 Same period 2016
Rank 209 242 298
Rank change year-on-year +33 +56 +29
Permanent jobs citing R 54 23 26
As % of all permanent IT jobs advertised in Berkshire 0.80% 0.35% 0.28%
As % of the Programming Languages category 1.58% 0.72% 0.65%
Number of salaries quoted 53 17 26
Berkshire median annual salary £65,000 £60,000 £52,500
Median salary % change year-on-year +8.33% +14.29% -19.23%
10th Percentile £32,500 £19,750 £33,000
90th Percentile £98,000 £70,000 £60,000
South East median annual salary £55,000 £50,000 £47,500
% change year-on-year +10.00% +5.26% +11.76%

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 3,416 3,212 3,981
As % of all permanent IT jobs advertised in Berkshire 50.77% 48.51% 42.16%
Number of salaries quoted 2,967 2,698 3,555
Berkshire median annual salary £50,000 £47,500 £47,500
Median salary % change year-on-year +5.26% - -
10th Percentile £31,250 £27,500 £28,750
90th Percentile £72,500 £68,750 £67,500
South East median annual salary £45,000 £45,000 £43,000
% change year-on-year - +4.65% +1.18%

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 18 July 2018.

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 18 July 2018. 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 +56 39 £65,000 +6.12% 6
Bracknell -20 3 £80,000 +272.09%
Maidenhead -40 2 £37,500 -
Windsor +6 1 £40,000 - 1
R
South East

For the 6 months to 18 July 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 Berkshire region with a requirement for R.

1 39 (72.22%) Java
2 38 (70.37%) Python
3 34 (62.96%) Degree
4 27 (50.00%) Agile Software Development
5 25 (46.30%) SQL
5 25 (46.30%) HBase
6 24 (44.44%) Scala
7 22 (40.74%) Hadoop
7 22 (40.74%) Analytics
8 20 (37.04%) Apache Spark
8 20 (37.04%) Amazon AWS
9 19 (35.19%) Apache Hive
9 19 (35.19%) Analytical Skills
10 17 (31.48%) Linux
11 16 (29.63%) JavaScript
12 15 (27.78%) Continuous Integration
12 15 (27.78%) HDFS
12 15 (27.78%) Big Data
13 14 (25.93%) Data Science
13 14 (25.93%) Node.js
13 14 (25.93%) Windows
14 13 (24.07%) Internet
14 13 (24.07%) OO
14 13 (24.07%) Statistics
14 13 (24.07%) Data Analysis
15 12 (22.22%) Visualisation
15 12 (22.22%) TensorFlow
16 11 (20.37%) REST
16 11 (20.37%) JSON
16 11 (20.37%) CSS

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 20 (37.04%) Apache Spark
2 7 (12.96%) SAS
3 2 (3.70%) SharePoint
4 1 (1.85%) Apache
4 1 (1.85%) Apache Pig
4 1 (1.85%) Apache Solr
Applications
1 3 (5.56%) Microsoft Excel
2 1 (1.85%) Microsoft Office
2 1 (1.85%) SPSS
Cloud Services
1 20 (37.04%) Amazon AWS
2 3 (5.56%) Cloud Computing
2 3 (5.56%) Microsoft Azure
3 2 (3.70%) Google Cloud Platform
3 2 (3.70%) Serverless
4 1 (1.85%) SaaS
Communications & Networking
1 13 (24.07%) Internet
Database & Business Intelligence
1 25 (46.30%) HBase
2 22 (40.74%) Hadoop
3 19 (35.19%) Apache Hive
4 15 (27.78%) Big Data
5 10 (18.52%) Relational Database
6 6 (11.11%) Data Mining
6 6 (11.11%) Impala
6 6 (11.11%) NoSQL
7 4 (7.41%) Text Mining
8 3 (5.56%) Power BI
9 2 (3.70%) Apache Cassandra
9 2 (3.70%) SQL Server
9 2 (3.70%) SQL Server Reporting Services
10 1 (1.85%) Data Lake
10 1 (1.85%) Flink
10 1 (1.85%) MongoDB
10 1 (1.85%) Neo4j
10 1 (1.85%) PostgreSQL
10 1 (1.85%) QlikView
10 1 (1.85%) Spotfire
Development Applications
1 2 (3.70%) Git (software)
1 2 (3.70%) Jenkins
1 2 (3.70%) Maven
2 1 (1.85%) TeamCity
General
1 6 (11.11%) Finance
2 2 (3.70%) Advertising
3 1 (1.85%) Banking
3 1 (1.85%) Marketing
Job Titles
1 18 (33.33%) Developer
2 13 (24.07%) Java Developer
2 13 (24.07%) Senior Developer
3 11 (20.37%) Senior Java Developer
4 7 (12.96%) Architect
4 7 (12.96%) Data Architect
5 6 (11.11%) Analyst
5 6 (11.11%) Big Data Architect
5 6 (11.11%) Data Scientist
5 6 (11.11%) Junior
6 5 (9.26%) Analytics Manager
6 5 (9.26%) Data Engineer
6 5 (9.26%) Enterprise Architect
6 5 (9.26%) Enterprise Data Architect
6 5 (9.26%) Senior Analytics Manager
6 5 (9.26%) Senior Manager
7 4 (7.41%) Analytics Consultant
7 4 (7.41%) Business Analyst
7 4 (7.41%) Consultant
7 4 (7.41%) Senior Business Analyst
Libraries, Frameworks & Software Standards
1 14 (25.93%) Node.js
2 12 (22.22%) TensorFlow
3 11 (20.37%) CSS
3 11 (20.37%) HTML
3 11 (20.37%) JSON
3 11 (20.37%) REST
4 8 (14.81%) Kafka
5 5 (9.26%) AngularJS
5 5 (9.26%) RESTful
6 4 (7.41%) Akka
6 4 (7.41%) Natural Language Processing
7 3 (5.56%) Twitter Bootstrap
8 2 (3.70%) D3.js
8 2 (3.70%) Django
8 2 (3.70%) jQuery
8 2 (3.70%) React
8 2 (3.70%) Web Services
9 1 (1.85%) Ajax
9 1 (1.85%) Leaflet
9 1 (1.85%) Velocity
Miscellaneous
1 19 (35.19%) Analytical Skills
2 5 (9.26%) Computer Science
3 4 (7.41%) Self-Motivation
4 2 (3.70%) Data Structures
4 2 (3.70%) Derivative
4 2 (3.70%) Fintech
4 2 (3.70%) Market Risk
5 1 (1.85%) Algorithms
5 1 (1.85%) Enterprise Software
5 1 (1.85%) Foreign Exchange (FX)
5 1 (1.85%) Greenfield Project
Operating Systems
1 17 (31.48%) Linux
2 14 (25.93%) Windows
Processes & Methodologies
1 27 (50.00%) Agile Software Development
2 22 (40.74%) Analytics
3 15 (27.78%) Continuous Integration
4 14 (25.93%) Data Science
5 13 (24.07%) Data Analysis
5 13 (24.07%) OO
5 13 (24.07%) Statistics
6 12 (22.22%) Visualisation
7 9 (16.67%) Data Analytics
7 9 (16.67%) Economics
7 9 (16.67%) Machine Learning
7 9 (16.67%) MapReduce
8 7 (12.96%) Mathematics
8 7 (12.96%) Software Engineering
9 6 (11.11%) DevOps
10 5 (9.26%) Big Data Analytics
10 5 (9.26%) Commercial Awareness
10 5 (9.26%) Data Visualisation
10 5 (9.26%) Decision-Making
10 5 (9.26%) Physics
Programming Languages
1 39 (72.22%) Java
2 38 (70.37%) Python
3 25 (46.30%) SQL
4 24 (44.44%) Scala
5 16 (29.63%) JavaScript
6 9 (16.67%) C
6 9 (16.67%) C++
7 5 (9.26%) MATLAB
8 3 (5.56%) Shell Script
8 3 (5.56%) T-SQL
9 2 (3.70%) Kotlin
10 1 (1.85%) C#
10 1 (1.85%) F#
10 1 (1.85%) ML
Qualifications
1 34 (62.96%) Degree
2 6 (11.11%) Master's Degree
3 5 (9.26%) Numerate Degree
4 2 (3.70%) SC Cleared
4 2 (3.70%) Security Cleared
5 1 (1.85%) PhD
Quality Assurance & Compliance
1 4 (7.41%) Data Quality
1 4 (7.41%) QA
2 2 (3.70%) GCP
System Software
1 15 (27.78%) HDFS
2 3 (5.56%) Apache Flume
Systems Management
1 1 (1.85%) Kibana
1 1 (1.85%) Terraform
Vendors
1 9 (16.67%) Capita
2 7 (12.96%) Cloudera
3 3 (5.56%) Microsoft
4 2 (3.70%) RapidMiner
4 2 (3.70%) Tableau
5 1 (1.85%) Hortonworks
5 1 (1.85%) MapR