The table below looks at the statistics for R skills in IT jobs advertised for the Cheshire region. Included is a guide to the salaries offered in IT jobs that have cited R over the 3 months to 20 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
20 Feb 2017
Same period 2016 Same period 2015
R
North West / Cheshire
Rank 79 92 121
Rank change year-on-year
+13 +29
Permanent jobs citing R 8 11 3
As % of all permanent IT jobs located in Cheshire 0.80% 0.86% 0.16%
As % of the Programming Languages category 1.38% 1.81% 0.34%
Number of salaries quoted 8 2 0
Median salary £36,500 £100,000 -
Median salary % change year-on-year
-63.50% -
UK excluding London median salary £45,000 £47,500 £45,000
% change year-on-year
-5.26% +5.55%

The following table is for comparison with the above and provides statistics for the entire Programming Languages category in permanent jobs advertised in the Cheshire region.

Programming Languages Category
Cheshire
Permanent IT job ads with a match in the
Programming Languages category
578 609 885
As % of all permanent IT jobs located in Cheshire 57.68% 47.88% 47.50%
Number of salaries quoted 491 532 742
Median salary £40,000 £37,500 £40,000
Median salary % change year-on-year
+6.66% -6.25%
90% offered a salary of more than £27,500 £25,000 £28,500
10% offered a salary of more than £52,500 £52,500 £50,000
UK excluding London median salary £42,500 £40,500 £40,000
% change year-on-year
+4.93% +1.25%

R
Jobs Demand Trend in Cheshire

The demand trend of job ads across the Cheshire region citing R as a proportion of all IT jobs with a match in the Programming Languages category.

R Jobs Demand Trend in Cheshire

R
Salary Trend in Cheshire

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

R Salary Trend in Cheshire

R
Salary Histogram in Cheshire

This chart provides a salary histogram for IT jobs citing R across the Cheshire region over the 3 months to 20 February 2017.

R Salary Histogram in Cheshire

R
Job Locations in Cheshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing R within the Cheshire region over the 3 months to 20 February 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
Chester - 3 £35,000 - 4
Warrington - 1 £27,500 -
R
North West

R
Top 30 Related IT Skills in Cheshire

For the 6 months to 20 February 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 Cheshire region with a requirement for R.

1 12 (80.00%) VBA
1 12 (80.00%) Python
1 12 (80.00%) Degree
1 12 (80.00%) Statistics
1 12 (80.00%) Analytical Skills
2 11 (73.33%) Machine Learning
2 11 (73.33%) SAS
2 11 (73.33%) SPSS
3 9 (60.00%) Statistical Analysis
3 9 (60.00%) Mathematics
4 8 (53.33%) Computer Science
4 8 (53.33%) Monte Carlo Method
4 8 (53.33%) Data Quality
4 8 (53.33%) Analytics
4 8 (53.33%) Bayesian Methods
4 8 (53.33%) Economics
4 8 (53.33%) Stata
5 7 (46.67%) MATLAB
6 6 (40.00%) Validation
6 6 (40.00%) Neural Network
6 6 (40.00%) Hidden Markov Model
6 6 (40.00%) Data Validation
6 6 (40.00%) Time Series Forecasting
6 6 (40.00%) Structural Equation Modelling
7 5 (33.33%) Tableau
8 4 (26.67%) Statistical Modelling
8 4 (26.67%) Predictive Modelling
8 4 (26.67%) Business Intelligence
9 3 (20.00%) PhD
9 3 (20.00%) SQL Server

R
Top Related IT Skills in Cheshire 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 11 (73.33%) SAS
Applications
1 11 (73.33%) SPSS
2 8 (53.33%) Stata
3 2 (13.33%) MS Excel
Business Applications
1 3 (20.00%) FastStats
2 2 (13.33%) Dynamics CRM
Cloud Services
1 1 (6.67%) Microsoft Azure
Database & Business Intelligence
1 3 (20.00%) Big Data
1 3 (20.00%) QlikView
1 3 (20.00%) SQL Server
2 2 (13.33%) Power BI
2 2 (13.33%) SAS EBI
3 1 (6.67%) Data Warehouse
3 1 (6.67%) OLTP
3 1 (6.67%) Relational Database
3 1 (6.67%) SQL Server 2016
General
1 3 (20.00%) Games
2 1 (6.67%) Marketing
Job Titles
1 4 (26.67%) Analyst
2 3 (20.00%) Data Scientist
2 3 (20.00%) Senior Statistician
2 3 (20.00%) Statistical Analyst
2 3 (20.00%) Statistician
3 2 (13.33%) Data Manager
4 1 (6.67%) Data Quality Manager
4 1 (6.67%) Database Developer
4 1 (6.67%) Developer
4 1 (6.67%) Insight Analyst
4 1 (6.67%) Quality Manager
4 1 (6.67%) Senior Analyst
4 1 (6.67%) Senior Database Developer
4 1 (6.67%) Senior Developer
4 1 (6.67%) Senior Statistical Analyst
Miscellaneous
1 12 (80.00%) Analytical Skills
2 8 (53.33%) Computer Science
3 1 (6.67%) Digital Media
Processes & Methodologies
1 12 (80.00%) Statistics
2 11 (73.33%) Machine Learning
3 9 (60.00%) Mathematics
3 9 (60.00%) Statistical Analysis
4 8 (53.33%) Analytics
4 8 (53.33%) Bayesian Methods
4 8 (53.33%) Economics
4 8 (53.33%) Monte Carlo Method
5 6 (40.00%) Data Validation
5 6 (40.00%) Hidden Markov Model
5 6 (40.00%) Neural Network
5 6 (40.00%) Structural Equation Modelling
5 6 (40.00%) Time Series Forecasting
5 6 (40.00%) Validation
6 4 (26.67%) Business Intelligence
6 4 (26.67%) Predictive Modelling
6 4 (26.67%) Statistical Modelling
7 3 (20.00%) Linear Regression
7 3 (20.00%) Time Series Analysis
7 3 (20.00%) Visualisation
Programming Languages
1 12 (80.00%) Python
1 12 (80.00%) VBA
2 7 (46.67%) MATLAB
3 3 (20.00%) SQL
Qualifications
1 12 (80.00%) Degree
2 3 (20.00%) PhD
Quality Assurance & Compliance
1 8 (53.33%) Data Quality
Vendors
1 5 (33.33%) Tableau
2 3 (20.00%) Microsoft
3 2 (13.33%) Salesforce.com
4 1 (6.67%) Minitab
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