The following table provides summary statistics for permanent job vacancies advertised in Hertfordshire 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 23 June 2017 with a comparison to the same period in the previous 2 years.

R
East of England / Hertfordshire
3 months to
23 Jun 2017
Same period 2016 Same period 2015
Rank 135 137 178
Rank change year-on-year +2 +41  
Permanent jobs citing R 11 3 2
As % of all permanent IT jobs advertised in Hertfordshire 0.52% 0.13% 0.069%
As % of the Programming Languages category 1.02% 0.31% 0.15%
Number of salaries quoted 11 3 2
Median salary £31,500 £60,000 £45,000
Median salary % change year-on-year -47.50% +33.33%  
90% offered a salary of more than £30,000 £42,000 £31,000
10% offered a salary of more than £75,000 £60,000 £59,000
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 Hertfordshire with a requirement for programming language skills.

Programming Language Skills
Hertfordshire
Permanent job vacancies with a requirement for programming language skills 1075 961 1293
As % of all permanent IT job vacancies advertised in Hertfordshire 50.92% 41.71% 44.80%
Number of salaries quoted 929 807 1077
Median salary £45,000 £46,000 £45,000
Median salary % change year-on-year -2.17% +2.22%  
90% offered a salary of more than £32,500 £32,500 £30,000
10% offered a salary of more than £65,000 £60,000 £65,000
UK excluding London median salary £42,500 £41,000 £40,000
% change year-on-year +3.65% +2.50%  

R
Job Vacancy Trend in Hertfordshire

The job posting trend of jobs advertised in Hertfordshire 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 Hertfordshire

R
Salary Trend in Hertfordshire

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

Salary trend for R in Hertfordshire

R
Salary Histogram in Hertfordshire

The salary distribution of IT jobs citing R in Hertfordshire over the 3 months to 23 June 2017.

Salary histogram for R in Hertfordshire

R
Job Locations in Hertfordshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing R within the Hertfordshire region over the 3 months to 23 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
St Albans - 6 £30,000 -
Watford - 5 £75,000 -
R
East of England

For the 6 months to 23 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 Hertfordshire region with a requirement for R.

1 12 (48.00%) SAS
2 11 (44.00%) Analytics
3 10 (40.00%) Python
4 9 (36.00%) Data Analytics
4 9 (36.00%) Analytical Skills
5 8 (32.00%) SQL
6 7 (28.00%) PhD
6 7 (28.00%) Microsoft
6 7 (28.00%) SQL Server Analysis Services
7 6 (24.00%) Stata
7 6 (24.00%) Statistical Analysis
7 6 (24.00%) SPSS
8 5 (20.00%) Data Warehouse
8 5 (20.00%) SQL Server
8 5 (20.00%) .NET
8 5 (20.00%) Teradata
8 5 (20.00%) Agile Software Development
8 5 (20.00%) Wireless
8 5 (20.00%) Cisco
8 5 (20.00%) Presales
8 5 (20.00%) Data Centre
9 4 (16.00%) Cisco Wireless
9 4 (16.00%) Creative Problem-Solving
9 4 (16.00%) IT Strategy
9 4 (16.00%) Data Architecture
9 4 (16.00%) Zachman Framework
9 4 (16.00%) TOGAF
9 4 (16.00%) Visualisation
9 4 (16.00%) Data Visualisation
9 4 (16.00%) Finance

R
Co-occurring IT Skills in Hertfordshire 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 12 (48.00%) SAS
2 3 (12.00%) Apache Spark
3 1 (4.00%) Elasticsearch
Applications
1 6 (24.00%) SPSS
1 6 (24.00%) Stata
2 1 (4.00%) Microsoft Excel
Cloud Services
1 1 (4.00%) Amazon AWS
1 1 (4.00%) Amazon S3
1 1 (4.00%) SaaS
Communications & Networking
1 5 (20.00%) Wireless
2 4 (16.00%) Cisco Wireless
2 4 (16.00%) LAN
2 4 (16.00%) WAN
3 1 (4.00%) Internet
Database & Business Intelligence
1 7 (28.00%) SQL Server Analysis Services
2 5 (20.00%) Data Warehouse
2 5 (20.00%) SQL Server
3 4 (16.00%) SQL Server Integration Services
3 4 (16.00%) SQL Server Reporting Services
4 3 (12.00%) Hadoop
4 3 (12.00%) QlikView
5 2 (8.00%) Big Data
6 1 (4.00%) Data Mining
6 1 (4.00%) DTS
6 1 (4.00%) Microsoft Analysis Services
6 1 (4.00%) MongoDB
6 1 (4.00%) OLAP
6 1 (4.00%) OLAP Cube
6 1 (4.00%) SQL Server 2005
6 1 (4.00%) SQL Server 2014
6 1 (4.00%) SQL Server 2016
Development Applications
1 1 (4.00%) SQL Server Management Studio (SSMS)
General
1 4 (16.00%) Banking
1 4 (16.00%) Finance
2 1 (4.00%) Billing
2 1 (4.00%) Legal
2 1 (4.00%) Pharmaceutical
Job Titles
1 7 (28.00%) Analyst
2 6 (24.00%) Research Analyst
3 5 (20.00%) Architect
3 5 (20.00%) Solutions Architect
4 4 (16.00%) Data Architect
4 4 (16.00%) Data Manager
4 4 (16.00%) Head of Presales
4 4 (16.00%) Head of Sales
4 4 (16.00%) Network Manager
4 4 (16.00%) Presales Manager
4 4 (16.00%) Statistical Analyst
4 4 (16.00%) Unified Communications Manager
5 3 (12.00%) Analytics Manager
5 3 (12.00%) Data Analytics Manager
5 3 (12.00%) SPSS Analyst
6 2 (8.00%) Data Scientist
6 2 (8.00%) Developer
7 1 (4.00%) Coordinator
7 1 (4.00%) Service Analyst
7 1 (4.00%) Web Developer
Libraries, Frameworks & Software Standards
1 5 (20.00%) .NET
2 1 (4.00%) AngularJS
2 1 (4.00%) ASP.NET
2 1 (4.00%) ASP.NET MVC
2 1 (4.00%) CSS
2 1 (4.00%) D3.js
2 1 (4.00%) HTML
2 1 (4.00%) KnockoutJS
2 1 (4.00%) MDX
2 1 (4.00%) React
2 1 (4.00%) SignalR
2 1 (4.00%) WCF
Miscellaneous
1 9 (36.00%) Analytical Skills
2 5 (20.00%) Data Centre
3 2 (8.00%) Algorithms
4 1 (4.00%) Biotechnology
4 1 (4.00%) Computer Science
4 1 (4.00%) Greenfield Project
4 1 (4.00%) Internet of Things
4 1 (4.00%) Management Information System
Processes & Methodologies
1 11 (44.00%) Analytics
2 9 (36.00%) Data Analytics
3 6 (24.00%) Statistical Analysis
4 5 (20.00%) Agile Software Development
4 5 (20.00%) Presales
5 4 (16.00%) Business Intelligence
5 4 (16.00%) Creative Problem-Solving
5 4 (16.00%) Data Architecture
5 4 (16.00%) Data Modelling
5 4 (16.00%) Data Visualisation
5 4 (16.00%) ETL
5 4 (16.00%) IT Strategy
5 4 (16.00%) TOGAF
5 4 (16.00%) Visualisation
5 4 (16.00%) Zachman Framework
6 3 (12.00%) Data Analysis
6 3 (12.00%) Machine Learning
6 3 (12.00%) Mathematics
6 3 (12.00%) Mentoring
7 2 (8.00%) Statistics
Programming Languages
1 10 (40.00%) Python
2 8 (32.00%) SQL
3 4 (16.00%) C#
3 4 (16.00%) Java
4 3 (12.00%) MATLAB
4 3 (12.00%) VB.NET
5 2 (8.00%) Scala
5 2 (8.00%) T-SQL
6 1 (4.00%) JavaScript
Qualifications
1 7 (28.00%) PhD
2 4 (16.00%) CCDP
2 4 (16.00%) Cisco Certification
3 2 (8.00%) Degree
4 1 (4.00%) Computer Science Degree
Quality Assurance & Compliance
1 1 (4.00%) PMO
Systems Management
1 1 (4.00%) Kibana
Vendors
1 7 (28.00%) Microsoft
2 5 (20.00%) Cisco
2 5 (20.00%) Teradata
3 4 (16.00%) EMC
3 4 (16.00%) HP
3 4 (16.00%) Oracle
3 4 (16.00%) VMware
4 3 (12.00%) Tableau
Kings Langley, Hertfordshire
Understanding Recruitment
Salary: £35000 - £50000 per annum
Posted: 4 days ago
Hertfordshire
Aerotek
Posted: Yesterday
Hertfordshire
Vinehouse Essential Ltd
Salary: £30k to £50k
Posted: 22 days ago