Period
to 20 June 2018

The following table provides summary statistics for permanent job vacancies advertised in Cambridgeshire 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 June 2018 with a comparison to the same period in the previous 2 years.

R
East of England > Cambridgeshire
6 months to
20 Jun 2018
Same period 2017 Same period 2016
Rank 174 148 165
Rank change year-on-year -26 +17 +8
Permanent jobs citing R 40 44 26
As % of all permanent IT jobs advertised in Cambridgeshire 0.94% 1.22% 0.65%
As % of the Programming Languages category 1.55% 1.76% 1.07%
Number of salaries quoted 19 29 16
Cambridgeshire median annual salary £52,500 £70,000 £40,000
Median salary % change year-on-year -25.00% +75.00% +3.72%
10th Percentile £29,711 £39,750 £30,000
90th Percentile £60,500 £105,000 £60,000
East of England median annual salary £43,450 £60,000 £38,750
% change year-on-year -27.58% +54.84% -3.13%

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 Cambridgeshire with a requirement for coding skills.

All Programming Languages
Cambridgeshire
Permanent vacancies with a requirement for coding skills 2,573 2,494 2,427
As % of all permanent IT jobs advertised in Cambridgeshire 60.77% 69.41% 60.51%
Number of salaries quoted 1,835 2,021 2,100
Cambridgeshire median annual salary £47,500 £45,000 £42,500
Median salary % change year-on-year +5.56% +5.88% -
10th Percentile £29,500 £27,500 £27,500
90th Percentile £67,500 £62,500 £61,250
East of England median annual salary £47,500 £45,000 £43,500
% change year-on-year +5.56% +3.45% +2.35%

R
Job Vacancy Trend in Cambridgeshire

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

Job vacancy trend for R in Cambridgeshire

R
Salary Trend in Cambridgeshire

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

Salary trend for R in Cambridgeshire

R
Salary Histogram in Cambridgeshire

The salary distribution of IT jobs citing R in Cambridgeshire over the 6 months to 20 June 2018.

Salary histogram for R in Cambridgeshire

R
Job Locations in Cambridgeshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing R within the Cambridgeshire region over the 6 months to 20 June 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
Cambridge -36 21 £48,450 -30.79% 7
Peterborough - 9 £64,549 - 3
R
East of England

For the 6 months to 20 June 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 Cambridgeshire region with a requirement for R.

1 34 (85.00%) Python
2 25 (62.50%) Mathematics
3 20 (50.00%) Degree
4 18 (45.00%) Computer Science
4 18 (45.00%) Data Science
5 17 (42.50%) Java
5 17 (42.50%) PhD
6 16 (40.00%) Statistics
7 15 (37.50%) Analytical Skills
8 14 (35.00%) Bioinformatics
8 14 (35.00%) C++
8 14 (35.00%) Biology
8 14 (35.00%) Machine Learning
9 13 (32.50%) C
10 12 (30.00%) Data Analysis
11 11 (27.50%) SQL
12 9 (22.50%) Hadoop
12 9 (22.50%) Physics
13 8 (20.00%) Agile Software Development
14 7 (17.50%) Analytics
14 7 (17.50%) Algorithms
15 6 (15.00%) Numerate Degree
15 6 (15.00%) Computer Science Degree
15 6 (15.00%) Predictive Modelling
15 6 (15.00%) Informatics
15 6 (15.00%) Git (software)
15 6 (15.00%) Games
15 6 (15.00%) Statistical Analysis
16 5 (12.50%) Ruby
16 5 (12.50%) Linux

R
Co-occurring IT Skills in Cambridgeshire 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 5 (12.50%) OpenStack
2 4 (10.00%) Apache Spark
2 4 (10.00%) SAS
3 1 (2.50%) Apache
3 1 (2.50%) Apache Solr
Applications
1 1 (2.50%) 3ds Max
1 1 (2.50%) Maya
1 1 (2.50%) Microsoft Excel
1 1 (2.50%) Microsoft Office
1 1 (2.50%) Microsoft PowerPoint
1 1 (2.50%) Microsoft Project
1 1 (2.50%) Photoshop
1 1 (2.50%) ZBrush
Cloud Services
1 5 (12.50%) Amazon AWS
1 5 (12.50%) GitHub
2 3 (7.50%) Microsoft Azure
Database & Business Intelligence
1 9 (22.50%) Hadoop
2 4 (10.00%) Apache Hive
2 4 (10.00%) Blockchain
2 4 (10.00%) Relational Database
3 3 (7.50%) Big Data
3 3 (7.50%) Sqoop
4 2 (5.00%) Power BI
5 1 (2.50%) Apache Cassandra
5 1 (2.50%) BusinessObjects
5 1 (2.50%) Data Mining
5 1 (2.50%) Data Warehouse
5 1 (2.50%) Electronic Patient Records
5 1 (2.50%) HBase
5 1 (2.50%) Impala
5 1 (2.50%) SAP HANA
5 1 (2.50%) SQL Server Reporting Services
5 1 (2.50%) Text Mining
Development Applications
1 6 (15.00%) Git (software)
2 1 (2.50%) Subversion
General
1 6 (15.00%) Games
2 4 (10.00%) Retail
3 3 (7.50%) Finance
4 1 (2.50%) Manufacturing
4 1 (2.50%) Marketing
Job Titles
1 10 (25.00%) Data Scientist
2 9 (22.50%) Developer
3 5 (12.50%) Senior Developer
3 5 (12.50%) Senior Software Developer
3 5 (12.50%) Software Developer
4 3 (7.50%) Analyst
4 3 (7.50%) Computer Engineer
4 3 (7.50%) Computer Vision Engineer
4 3 (7.50%) Hadoop Developer
4 3 (7.50%) Principal Developer
4 3 (7.50%) Research Engineer
5 2 (5.00%) Senior Analyst
6 1 (2.50%) Analyst Programmer
6 1 (2.50%) C# Developer
6 1 (2.50%) Data Analyst
6 1 (2.50%) Data Architect
6 1 (2.50%) Data Model Manager
6 1 (2.50%) Programmer
6 1 (2.50%) SAS Programmer
6 1 (2.50%) Senior Analyst Programmer
Libraries, Frameworks & Software Standards
1 5 (12.50%) CGI
2 4 (10.00%) HTML
2 4 (10.00%) HTML5
2 4 (10.00%) Kafka
3 2 (5.00%) TensorFlow
4 1 (2.50%) Akka
4 1 (2.50%) Natural Language Processing
4 1 (2.50%) WinForms
4 1 (2.50%) WPF
Miscellaneous
1 18 (45.00%) Computer Science
2 15 (37.50%) Analytical Skills
3 7 (17.50%) Algorithms
4 5 (12.50%) Private Cloud
5 4 (10.00%) iPad
5 4 (10.00%) iPhone
5 4 (10.00%) PlayStation
5 4 (10.00%) Self-Motivation
5 4 (10.00%) Xbox
6 1 (2.50%) Data Centre
6 1 (2.50%) Mobile App
Operating Systems
1 5 (12.50%) Linux
2 4 (10.00%) Android
3 1 (2.50%) Unix
3 1 (2.50%) Windows
Processes & Methodologies
1 25 (62.50%) Mathematics
2 18 (45.00%) Data Science
3 16 (40.00%) Statistics
4 14 (35.00%) Bioinformatics
4 14 (35.00%) Biology
4 14 (35.00%) Machine Learning
5 12 (30.00%) Data Analysis
6 9 (22.50%) Physics
7 8 (20.00%) Agile Software Development
8 7 (17.50%) Analytics
9 6 (15.00%) Informatics
9 6 (15.00%) Predictive Modelling
9 6 (15.00%) Statistical Analysis
10 5 (12.50%) Data Modelling
10 5 (12.50%) Decision-Making
10 5 (12.50%) DNA
10 5 (12.50%) Open Source
11 4 (10.00%) Actionable Insight
11 4 (10.00%) Computer Vision
11 4 (10.00%) Problem-Solving
Programming Languages
1 34 (85.00%) Python
2 17 (42.50%) Java
3 14 (35.00%) C++
4 13 (32.50%) C
5 11 (27.50%) SQL
6 5 (12.50%) Ruby
7 4 (10.00%) C#
7 4 (10.00%) MATLAB
7 4 (10.00%) Scala
8 3 (7.50%) Bash Shell
8 3 (7.50%) Julia
9 1 (2.50%) JavaScript
9 1 (2.50%) Lua
9 1 (2.50%) Perl
9 1 (2.50%) VBA
9 1 (2.50%) VBScript
9 1 (2.50%) XAML
Qualifications
1 20 (50.00%) Degree
2 17 (42.50%) PhD
3 6 (15.00%) Computer Science Degree
3 6 (15.00%) Numerate Degree
4 1 (2.50%) Postgraduate
4 1 (2.50%) PRINCE2 Practitioner
4 1 (2.50%) SAS Certification
Quality Assurance & Compliance
1 3 (7.50%) QA
System Software
1 5 (12.50%) Docker
2 3 (7.50%) HDFS
3 1 (2.50%) Apache Flume
Systems Management
1 3 (7.50%) Oozie
2 1 (2.50%) Terraform
Vendors
1 4 (10.00%) Hortonworks
2 3 (7.50%) CA
2 3 (7.50%) Capita
3 1 (2.50%) Cloudera
3 1 (2.50%) Cognos
3 1 (2.50%) MapR
3 1 (2.50%) SAP
3 1 (2.50%) Tableau