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 24 June 2017 with a comparison to the same period in the previous 2 years.

R
East of England / Cambridgeshire
3 months to
24 Jun 2017
Same period 2016 Same period 2015
Rank 103 113 128
Rank change year-on-year +10 +15  
Permanent jobs citing R 35 16 6
As % of all permanent IT jobs advertised in Cambridgeshire 1.85% 0.86% 0.27%
As % of the Programming Languages category 2.62% 1.34% 0.48%
Number of salaries quoted 22 15 5
Median salary £80,000 £40,000 £40,000
Median salary % change year-on-year +100.00% -  
90% offered a salary of more than £46,500 £30,000 £32,500
10% offered a salary of more than £100,000 £60,000 £53,000
UK excluding London median salary £45,000 £50,000 £42,500
% change year-on-year -10.00% +17.64%  

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 1338 1196 1244
As % of all permanent IT job vacancies advertised in Cambridgeshire 70.87% 64.13% 56.86%
Number of salaries quoted 1093 1072 1094
Median salary £45,344 £45,000 £42,500
Median salary % change year-on-year +0.76% +5.88%  
90% offered a salary of more than £30,000 £28,500 £30,000
10% offered a salary of more than £67,500 £55,000 £60,000
UK excluding London median salary £42,500 £41,000 £40,000
% change year-on-year +3.65% +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 24 June 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 24 June 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 +18 34 £80,000 +100.00% 5
R
East of England

For the 6 months to 24 June 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 43 (97.73%) Python
2 41 (93.18%) Machine Learning
3 23 (52.27%) SQL
4 22 (50.00%) Physics
5 21 (47.73%) Mathematics
5 21 (47.73%) MATLAB
6 20 (45.45%) PhD
6 20 (45.45%) Statistics
6 20 (45.45%) Artificial Intelligence
7 19 (43.18%) Apache Spark
7 19 (43.18%) Computer Science
8 18 (40.91%) Neural Network
8 18 (40.91%) Economics
8 18 (40.91%) Julia
8 18 (40.91%) Deep Learning
8 18 (40.91%) Bayesian Methods
8 18 (40.91%) Probabilistic Modelling
9 17 (38.64%) Java
10 16 (36.36%) Scala
10 16 (36.36%) Hadoop
11 15 (34.09%) Security Cleared
11 15 (34.09%) Signal Processing
12 12 (27.27%) Software Engineering
13 6 (13.64%) TensorFlow
14 4 (9.09%) Unix
14 4 (9.09%) Algorithms
15 3 (6.82%) Analytics
15 3 (6.82%) Microsoft Excel
15 3 (6.82%) VBA
16 2 (4.55%) Oracle

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 19 (43.18%) Apache Spark
2 1 (2.27%) OpenStack
2 1 (2.27%) SAS
Applications
1 3 (6.82%) Microsoft Excel
2 1 (2.27%) SPSS
Cloud Services
1 2 (4.55%) Amazon AWS
2 1 (2.27%) Amazon EC2
2 1 (2.27%) Amazon EMR
Communications & Networking
1 1 (2.27%) Internet
Database & Business Intelligence
1 16 (36.36%) Hadoop
2 2 (4.55%) Big Data
2 2 (4.55%) BusinessObjects
2 2 (4.55%) Lumira
2 2 (4.55%) Oracle BI EE
2 2 (4.55%) Spotfire
3 1 (2.27%) Apache Hive
3 1 (2.27%) Data Mining
3 1 (2.27%) MS Access
3 1 (2.27%) PostgreSQL
Development Applications
1 2 (4.55%) Oracle APEX
2 1 (2.27%) Git (software)
2 1 (2.27%) Jenkins
2 1 (2.27%) JIRA
2 1 (2.27%) Selenium
General
1 2 (4.55%) Pharmaceutical
2 1 (2.27%) Electronics
2 1 (2.27%) Games
2 1 (2.27%) Manufacturing
Job Titles
1 20 (45.45%) Data Scientist
2 12 (27.27%) Machine Learning Researcher
3 5 (11.36%) Project Manager
4 4 (9.09%) Research Manager
5 2 (4.55%) Data Engineer
5 2 (4.55%) Lead Project Manager
5 2 (4.55%) Machine Learning Engineer
5 2 (4.55%) Senior Data Engineer
6 1 (2.27%) Algorithm Engineer
6 1 (2.27%) AWS Engineer
6 1 (2.27%) Big Data Engineer
6 1 (2.27%) Hadoop Engineer
6 1 (2.27%) LIMS Manager
6 1 (2.27%) QA Manager
6 1 (2.27%) Senior Algorithm Engineer
6 1 (2.27%) Senior Hadoop Engineer
6 1 (2.27%) Software QA Manager
6 1 (2.27%) Statistical Researcher
6 1 (2.27%) Technical Manager
6 1 (2.27%) Technical Project Manager
Libraries, Frameworks & Software Standards
1 6 (13.64%) TensorFlow
2 2 (4.55%) NumPy
2 2 (4.55%) XML
3 1 (2.27%) HTML
3 1 (2.27%) RESTful
Miscellaneous
1 19 (43.18%) Computer Science
2 4 (9.09%) Algorithms
3 2 (4.55%) Augmented Reality
4 1 (2.27%) Internet of Things
4 1 (2.27%) LIMS
4 1 (2.27%) Online Games
Operating Systems
1 4 (9.09%) Unix
2 2 (4.55%) Linux
Processes & Methodologies
1 41 (93.18%) Machine Learning
2 22 (50.00%) Physics
3 21 (47.73%) Mathematics
4 20 (45.45%) Artificial Intelligence
4 20 (45.45%) Statistics
5 18 (40.91%) Bayesian Methods
5 18 (40.91%) Deep Learning
5 18 (40.91%) Economics
5 18 (40.91%) Neural Network
5 18 (40.91%) Probabilistic Modelling
6 15 (34.09%) Signal Processing
7 12 (27.27%) Software Engineering
8 3 (6.82%) Analytics
9 2 (4.55%) Business Intelligence
9 2 (4.55%) Data Analysis
9 2 (4.55%) Data Modelling
9 2 (4.55%) ETL
9 2 (4.55%) Reinforcement Learning
10 1 (2.27%) Agile Software Development
10 1 (2.27%) Scrum
Programming Languages
1 43 (97.73%) Python
2 23 (52.27%) SQL
3 21 (47.73%) MATLAB
4 18 (40.91%) Julia
5 17 (38.64%) Java
6 16 (36.36%) Scala
7 3 (6.82%) VBA
8 2 (4.55%) JavaScript
8 2 (4.55%) PL/SQL
9 1 (2.27%) C++
9 1 (2.27%) Perl
Qualifications
1 20 (45.45%) PhD
2 15 (34.09%) Security Cleared
3 2 (4.55%) Degree
4 1 (2.27%) Computer Science Degree
Quality Assurance & Compliance
1 1 (2.27%) Data Quality
1 1 (2.27%) QA
System Software
1 1 (2.27%) Docker
Systems Management
1 1 (2.27%) Opscode Chef
Vendors
1 2 (4.55%) Oracle
2 1 (2.27%) Minitab
2 1 (2.27%) Vertica
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Salary: to £70k (DoE) + top benefits & bonus
Posted: Yesterday
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Salary: £30k - 45k per year + Awesome Benefits+Prospects!
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