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 3 months to 30 March 2017 with a comparison to the same period in the previous 2 years.

R
East of England / Cambridgeshire
3 months to
30 Mar 2017
Same period 2016 Same period 2015
Rank 118 126 129
Rank change year-on-year +8 +3  
Permanent jobs citing R 9 14 10
As % of all permanent IT jobs advertised in Cambridgeshire 0.52% 0.65% 0.48%
As % of the Programming Languages category 0.77% 1.13% 0.80%
Number of salaries quoted 6 4 6
Median salary £57,500 £45,000 £35,532
Median salary % change year-on-year +27.77% +26.64%  
90% offered a salary of more than £42,500 £30,000 £32,500
10% offered a salary of more than £62,500 £60,000 £38,564
UK excluding London median salary £45,000 £47,500 £45,000
% change year-on-year -5.26% +5.55%  

R is in the programming language skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Cambridgeshire with a requirement for programming language skills.

Programming Language Skills
Cambridgeshire
Permanent job vacancies with a requirement for programming language skills 1168 1244 1246
As % of all permanent IT job vacancies advertised in Cambridgeshire 67.01% 57.43% 59.88%
Number of salaries quoted 927 1038 1079
Median salary £45,000 £42,500 £45,000
Median salary % change year-on-year +5.88% -5.55%  
90% offered a salary of more than £29,750 £30,000 £28,500
10% offered a salary of more than £60,000 £62,500 £60,000
UK excluding London median salary £41,000 £41,000 £40,000
% change year-on-year - +2.50%  

R
Job Vacancy Trend in Cambridgeshire

The job posting trend of jobs advertised in Cambridgeshire citing R as a proportion of all permanent or contract IT jobs with a match in the Programming Languages category.

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 3 months to 30 March 2017.

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 3 months to 30 March 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Cambridge +9 9 £57,500 - 3
R
East of England

For the 6 months to 30 March 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 Cambridgeshire region with a requirement for R.

1 16 (88.89%) Python
2 12 (66.67%) Machine Learning
3 10 (55.56%) SQL
3 10 (55.56%) Software Engineering
4 9 (50.00%) VBA
4 9 (50.00%) Analytics
4 9 (50.00%) Apache Spark
5 8 (44.44%) Algorithms
5 8 (44.44%) Lumira
5 8 (44.44%) JavaScript
5 8 (44.44%) Data Modelling
5 8 (44.44%) ETL
5 8 (44.44%) Business Intelligence
5 8 (44.44%) BusinessObjects
5 8 (44.44%) Statistics
5 8 (44.44%) Mathematics
5 8 (44.44%) Spotfire
5 8 (44.44%) Oracle BI EE
6 7 (38.89%) Oracle APEX
6 7 (38.89%) Pharmaceutical
6 7 (38.89%) XML
6 7 (38.89%) Unix
6 7 (38.89%) PL/SQL
6 7 (38.89%) Oracle
7 6 (33.33%) Physics
7 6 (33.33%) Degree
8 4 (22.22%) Java
8 4 (22.22%) Business Analysis
8 4 (22.22%) MATLAB
8 4 (22.22%) Scala

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 9 (50.00%) Apache Spark
2 2 (11.11%) SAS
3 1 (5.56%) OpenStack
Applications
1 2 (11.11%) SPSS
Business Applications
1 1 (5.56%) Oracle BPM
1 1 (5.56%) SAP CO
1 1 (5.56%) SAP FI
1 1 (5.56%) SAP FI/CO
Cloud Services
1 1 (5.56%) Amazon AWS
Communications & Networking
1 1 (5.56%) Internet
Database & Business Intelligence
1 8 (44.44%) BusinessObjects
1 8 (44.44%) Lumira
1 8 (44.44%) Oracle BI EE
1 8 (44.44%) Spotfire
2 4 (22.22%) Hadoop
3 2 (11.11%) Data Lake
3 2 (11.11%) MS Access
4 1 (5.56%) Apache Hive
4 1 (5.56%) Big Data
4 1 (5.56%) Data Mining
4 1 (5.56%) Data Warehouse
4 1 (5.56%) PostgreSQL
4 1 (5.56%) SAP BW
Development Applications
1 7 (38.89%) Oracle APEX
2 1 (5.56%) Jenkins
2 1 (5.56%) JIRA
2 1 (5.56%) Selenium
General
1 7 (38.89%) Pharmaceutical
2 3 (16.67%) Finance
3 1 (5.56%) Electronics
3 1 (5.56%) Games
3 1 (5.56%) Manufacturing
Job Titles
1 9 (50.00%) Data Scientist
2 3 (16.67%) Analyst
2 3 (16.67%) Business Intelligence Analyst
2 3 (16.67%) Data Engineer
2 3 (16.67%) Senior Data Engineer
3 2 (11.11%) Algorithm Engineer
3 2 (11.11%) Machine Learning Engineer
3 2 (11.11%) Senior Algorithm Engineer
4 1 (5.56%) AWS Engineer
4 1 (5.56%) Big Data Engineer
4 1 (5.56%) Financial Analyst
4 1 (5.56%) Hadoop Engineer
4 1 (5.56%) LIMS Manager
4 1 (5.56%) QA Manager
4 1 (5.56%) Senior Hadoop Engineer
4 1 (5.56%) Software Manager
4 1 (5.56%) Software QA Manager
Libraries, Frameworks & Software Standards
1 7 (38.89%) XML
2 4 (22.22%) scikit-learn
3 2 (11.11%) Apache Flex
3 2 (11.11%) NumPy
4 1 (5.56%) HTML
4 1 (5.56%) RESTful
Miscellaneous
1 8 (44.44%) Algorithms
2 2 (11.11%) Analytical Skills
2 2 (11.11%) Augmented Reality
2 2 (11.11%) Computer Science
3 1 (5.56%) Internet of Things
3 1 (5.56%) LIMS
3 1 (5.56%) Online Games
Operating Systems
1 7 (38.89%) Unix
2 1 (5.56%) Linux
Processes & Methodologies
1 12 (66.67%) Machine Learning
2 10 (55.56%) Software Engineering
3 9 (50.00%) Analytics
4 8 (44.44%) Business Intelligence
4 8 (44.44%) Data Modelling
4 8 (44.44%) ETL
4 8 (44.44%) Mathematics
4 8 (44.44%) Statistics
5 6 (33.33%) Physics
6 4 (22.22%) Business Analysis
7 3 (16.67%) Data Analytics
7 3 (16.67%) Signal Processing
8 2 (11.11%) Artificial Intelligence
8 2 (11.11%) Business Process Analysis
8 2 (11.11%) Complexity Analysis
8 2 (11.11%) Data Analysis
8 2 (11.11%) Project Management
8 2 (11.11%) Project Planning
8 2 (11.11%) Reinforcement Learning
9 1 (5.56%) Test Automation
Programming Languages
1 16 (88.89%) Python
2 10 (55.56%) SQL
3 9 (50.00%) VBA
4 8 (44.44%) JavaScript
5 7 (38.89%) PL/SQL
6 4 (22.22%) Java
6 4 (22.22%) MATLAB
6 4 (22.22%) Scala
7 1 (5.56%) C++
Qualifications
1 6 (33.33%) Degree
2 3 (16.67%) Security Cleared
3 1 (5.56%) PhD
Quality Assurance & Compliance
1 1 (5.56%) QA
Vendors
1 7 (38.89%) Oracle
2 2 (11.11%) Minitab
2 2 (11.11%) SAP
3 1 (5.56%) Cognos
3 1 (5.56%) Hyperion
3 1 (5.56%) Tableau
3 1 (5.56%) Vertica
Cambridge, Cambridgeshire
Empiric.com
Salary: Completely negotiable and excellent with comprehensive benefits
Posted: Yesterday
Peterborough, Cambridgeshire
Maclean Moore Consulting
Salary: From £45,000 to £65,000 per annum
Posted: 5 days ago
Cambridgeshire
Maclean Moore Consulting
Salary: From £30,000 to £50,000 per annum
Posted: 5 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £70k (DoE) + top benefits + bonus
Posted: 27 days ago