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 25 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
25 Mar 2017
Same period 2016 Same period 2015
R
East of England / Hertfordshire
Rank 128 - 150
Rank change year-on-year - 0  
Permanent jobs citing R 14 0 8
As % of all permanent IT jobs advertised in Hertfordshire 0.64% - 0.35%
As % of the Programming Languages category 1.31% - 0.69%
Number of salaries quoted 13 0 8
Median salary £60,000 - £52,500
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 Hertfordshire with a requirement for programming language skills.

Programming Language Skills
Hertfordshire
Permanent job vacancies with a requirement for programming language skills 1069 1006 1153
As % of all permanent IT job vacancies advertised in Hertfordshire 48.79% 39.19% 49.74%
Number of salaries quoted 931 820 932
Median salary £45,000 £45,000 £45,000
90% offered a salary of more than £32,500 £32,000 £31,000
10% offered a salary of more than £65,000 £60,000 £62,500
UK excluding London median salary £41,500 £40,500 £40,000
% change year-on-year +2.46% +1.25%  

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 25 March 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 25 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
Watford - 5 £75,000 -
Borehamwood - 1 £45,000 -
Hemel Hempstead - 1 £110,000 - 1
Royston - 1 £65,000 - 1
St Albans - 1 - -
Welwyn Garden City - 1 £59,258 -
R
East of England

R
Top 30 Related IT Skills in Hertfordshire

For the 6 months to 25 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 Hertfordshire region with a requirement for R.

1 26 (89.66%) Analytics
2 22 (75.86%) Data Analytics
3 19 (65.52%) SQL
4 15 (51.72%) SAS
5 14 (48.28%) Python
6 13 (44.83%) Degree
7 12 (41.38%) Mentoring
8 11 (37.93%) Data Warehouse
9 10 (34.48%) Legal
10 9 (31.03%) Agile Software Development
10 9 (31.03%) Teradata
11 8 (27.59%) Oracle
11 8 (27.59%) Finance
11 8 (27.59%) Banking
11 8 (27.59%) Zachman Framework
11 8 (27.59%) TOGAF
11 8 (27.59%) Data Architecture
11 8 (27.59%) IT Strategy
12 7 (24.14%) Analytical Skills
12 7 (24.14%) SQL Server
12 7 (24.14%) Data Modelling
12 7 (24.14%) .NET
13 6 (20.69%) ETL
13 6 (20.69%) Business Intelligence
13 6 (20.69%) SQL Server Reporting Services
13 6 (20.69%) SQL Server Integration Services
14 5 (17.24%) Mathematics
15 4 (13.79%) T-SQL
15 4 (13.79%) C#
15 4 (13.79%) Java

R
Top Related 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 15 (51.72%) SAS
2 3 (10.34%) Apache Spark
3 1 (3.45%) Elasticsearch
Cloud Services
1 3 (10.34%) SaaS
2 1 (3.45%) Amazon AWS
2 1 (3.45%) Amazon S3
Communications & Networking
1 1 (3.45%) Internet
Database & Business Intelligence
1 11 (37.93%) Data Warehouse
2 7 (24.14%) SQL Server
3 6 (20.69%) SQL Server Integration Services
3 6 (20.69%) SQL Server Reporting Services
4 3 (10.34%) DTS
4 3 (10.34%) Hadoop
4 3 (10.34%) Microsoft Analysis Services
4 3 (10.34%) OLAP
4 3 (10.34%) OLAP Cube
4 3 (10.34%) QlikView
4 3 (10.34%) SQL Server 2005
4 3 (10.34%) SQL Server 2014
4 3 (10.34%) SQL Server 2016
4 3 (10.34%) SQL Server Analysis Services
5 2 (6.90%) Big Data
6 1 (3.45%) Data Mining
6 1 (3.45%) MongoDB
6 1 (3.45%) Neo4j
Development Applications
1 3 (10.34%) SQL Server Management Studio (SSMS)
General
1 10 (34.48%) Legal
2 8 (27.59%) Banking
2 8 (27.59%) Finance
3 3 (10.34%) Billing
4 1 (3.45%) Pharmaceutical
Job Titles
1 10 (34.48%) Systems Manager
1 10 (34.48%) Technical Manager
2 9 (31.03%) Architect
3 8 (27.59%) Data Manager
4 7 (24.14%) Data Architect
4 7 (24.14%) Solutions Architect
5 4 (13.79%) Developer
6 3 (10.34%) Analytics Manager
6 3 (10.34%) Data Analytics Manager
6 3 (10.34%) Senior Architect
6 3 (10.34%) SQL Developer
7 2 (6.90%) Data Scientist
7 2 (6.90%) Senior Data Architect
8 1 (3.45%) C# Developer
8 1 (3.45%) C# Web Developer
8 1 (3.45%) Senior Solutions Architect
8 1 (3.45%) Web Developer
Libraries, Frameworks & Software Standards
1 7 (24.14%) .NET
2 3 (10.34%) MDX
3 1 (3.45%) AngularJS
3 1 (3.45%) ASP.NET
3 1 (3.45%) ASP.NET MVC
3 1 (3.45%) CSS
3 1 (3.45%) D3.js
3 1 (3.45%) HTML
3 1 (3.45%) KnockoutJS
3 1 (3.45%) React
3 1 (3.45%) SignalR
3 1 (3.45%) WCF
Miscellaneous
1 7 (24.14%) Analytical Skills
2 3 (10.34%) Computer Science
2 3 (10.34%) Management Information System
3 2 (6.90%) Algorithms
4 1 (3.45%) Biotechnology
4 1 (3.45%) Internet of Things
Processes & Methodologies
1 26 (89.66%) Analytics
2 22 (75.86%) Data Analytics
3 12 (41.38%) Mentoring
4 9 (31.03%) Agile Software Development
5 8 (27.59%) Data Architecture
5 8 (27.59%) IT Strategy
5 8 (27.59%) TOGAF
5 8 (27.59%) Zachman Framework
6 7 (24.14%) Data Modelling
7 6 (20.69%) Business Intelligence
7 6 (20.69%) ETL
8 5 (17.24%) Mathematics
9 4 (13.79%) Data Visualisation
9 4 (13.79%) Visualisation
10 3 (10.34%) Data Transformation
10 3 (10.34%) Dimensional Modelling
10 3 (10.34%) Machine Learning
10 3 (10.34%) Performance Optimisation
10 3 (10.34%) Physics
10 3 (10.34%) SDLC
Programming Languages
1 19 (65.52%) SQL
2 14 (48.28%) Python
3 4 (13.79%) C#
3 4 (13.79%) Java
3 4 (13.79%) T-SQL
4 3 (10.34%) MATLAB
4 3 (10.34%) VB.NET
5 2 (6.90%) Scala
6 1 (3.45%) JavaScript
Qualifications
1 13 (44.83%) Degree
2 1 (3.45%) PhD
Systems Management
1 1 (3.45%) Kibana
Vendors
1 9 (31.03%) Teradata
2 8 (27.59%) Oracle
3 3 (10.34%) Microsoft
3 3 (10.34%) Tableau
Hemel Hempstead, Hertfordshire
Churchill Frank
Salary: £75000 - £90000 per annum
Posted: 3 days ago
Royston
Hays Specialist Recruitment Ltd
Salary: £60000.00 - £70000.00 per annum + bonus
Posted: 19 days ago