Period
to 19 November 2017

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 6 months to 19 November 2017 with a comparison to the same period in the previous 2 years.

R
East of England > Hertfordshire
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 191 203 241
Rank change year-on-year +12 +38 -23
Permanent jobs citing R 19 15 7
As % of all permanent IT jobs advertised in Hertfordshire 0.44% 0.34% 0.13%
As % of the Programming Languages category 0.83% 0.71% 0.28%
Number of salaries quoted 18 7 4
Hertfordshire median annual salary £42,500 £45,000 £32,500
Median salary % change year-on-year -5.56% +38.46% -23.53%
10th Percentile £29,525 £31,650 £27,750
90th Percentile £82,500 £77,500 £60,875
East of England median annual salary £43,750 £44,500 £50,000
% change year-on-year -1.69% -11.00% +17.65%

R is in the Programming Languages category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Hertfordshire with a requirement for coding skills.

All Programming Languages
Hertfordshire
Permanent vacancies with a requirement for coding skills 2281 2126 2519
As % of all permanent IT jobs advertised in Hertfordshire 52.51% 47.67% 46.73%
Number of salaries quoted 1986 1838 2201
Hertfordshire median annual salary £47,500 £47,500 £45,000
Median salary % change year-on-year - +5.56% +2.27%
10th Percentile £31,250 £27,500 £26,250
90th Percentile £67,500 £68,750 £65,000
East of England median annual salary £46,250 £45,000 £42,500
% change year-on-year +2.78% +5.88% +2.41%

R
Job Vacancy Trend in Hertfordshire

Job postings citing R as a percentage of all IT jobs advertised in Hertfordshire.

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 6 months to 19 November 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 6 months to 19 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Watford +1 9 £75,000 - 1
St Albans +2 6 £31,500 -
Hatfield - 1 - -
R
East of England

For the 6 months to 19 November 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 9 (47.37%) Cisco
1 9 (47.37%) Wireless
1 9 (47.37%) Data Centre
1 9 (47.37%) Presales
2 8 (42.11%) Microsoft
3 7 (36.84%) CCDP
3 7 (36.84%) HP
3 7 (36.84%) EMC
3 7 (36.84%) Cisco Certification
3 7 (36.84%) LAN
3 7 (36.84%) WAN
3 7 (36.84%) Analytical Skills
3 7 (36.84%) Cisco Wireless
3 7 (36.84%) Creative Problem-Solving
3 7 (36.84%) VMware
4 6 (31.58%) Statistical Analysis
4 6 (31.58%) SQL Server Analysis Services
4 6 (31.58%) Stata
4 6 (31.58%) PhD
4 6 (31.58%) SAS
4 6 (31.58%) SPSS
5 3 (15.79%) Machine Learning
5 3 (15.79%) Pandas
5 3 (15.79%) Algorithms
5 3 (15.79%) Python
5 3 (15.79%) Renewable Energy
6 2 (10.53%) PRINCE2
6 2 (10.53%) Customer Requirements
6 2 (10.53%) PMO
7 1 (5.26%) cXML

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 6 (31.58%) SAS
Applications
1 6 (31.58%) SPSS
1 6 (31.58%) Stata
Business Applications
1 1 (5.26%) Remedy ITSM
1 1 (5.26%) SAP SRM
Communications & Networking
1 9 (47.37%) Wireless
2 7 (36.84%) Cisco Wireless
2 7 (36.84%) LAN
2 7 (36.84%) WAN
3 1 (5.26%) FTP
3 1 (5.26%) HTTP
3 1 (5.26%) SSL
Database & Business Intelligence
1 6 (31.58%) SQL Server Analysis Services
2 1 (5.26%) SQL Server
Job Titles
1 9 (47.37%) Analyst
2 7 (36.84%) Head of Presales
2 7 (36.84%) Head of Sales
2 7 (36.84%) Network Manager
2 7 (36.84%) Presales Manager
2 7 (36.84%) Unified Communications Manager
3 6 (31.58%) Research Analyst
4 5 (26.32%) SPSS Analyst
4 5 (26.32%) Statistical Analyst
5 2 (10.53%) Coordinator
5 2 (10.53%) IT Analyst
5 2 (10.53%) PMO Analyst
5 2 (10.53%) PMO Coordinator
5 2 (10.53%) Project Analyst
5 2 (10.53%) Project Coordinator
5 2 (10.53%) Service Analyst
6 1 (5.26%) Analyst Programmer
6 1 (5.26%) Programmer
6 1 (5.26%) SAP Analyst
6 1 (5.26%) SAP Programmer
Libraries, Frameworks & Software Standards
1 3 (15.79%) Pandas
2 1 (5.26%) cXML
2 1 (5.26%) EDIFACT
2 1 (5.26%) IDoc
2 1 (5.26%) JDBC
2 1 (5.26%) JSON
2 1 (5.26%) Middleware
2 1 (5.26%) OLE
2 1 (5.26%) SAP PI
2 1 (5.26%) SOAP
2 1 (5.26%) XML
2 1 (5.26%) XSLT
Miscellaneous
1 9 (47.37%) Data Centre
2 7 (36.84%) Analytical Skills
3 3 (15.79%) Algorithms
3 3 (15.79%) Renewable Energy
4 1 (5.26%) Virtual Team
Operating Systems
1 1 (5.26%) Unix
Processes & Methodologies
1 9 (47.37%) Presales
2 7 (36.84%) Creative Problem-Solving
3 6 (31.58%) Statistical Analysis
4 3 (15.79%) Machine Learning
5 2 (10.53%) Customer Requirements
5 2 (10.53%) PRINCE2
6 1 (5.26%) B2B
6 1 (5.26%) Data Mapping
6 1 (5.26%) ITIL
6 1 (5.26%) ITSM
6 1 (5.26%) Problem Management
Programming Languages
1 3 (15.79%) Python
2 1 (5.26%) Java
2 1 (5.26%) PL/SQL
2 1 (5.26%) Shell Script
2 1 (5.26%) SQL
2 1 (5.26%) T-SQL
2 1 (5.26%) XPath
2 1 (5.26%) XQuery
Qualifications
1 7 (36.84%) CCDP
1 7 (36.84%) Cisco Certification
2 6 (31.58%) PhD
Quality Assurance & Compliance
1 2 (10.53%) PMO
2 1 (5.26%) RosettaNet
Vendors
1 9 (47.37%) Cisco
2 8 (42.11%) Microsoft
3 7 (36.84%) EMC
3 7 (36.84%) HP
3 7 (36.84%) VMware
4 1 (5.26%) Oracle
4 1 (5.26%) Remedy
4 1 (5.26%) SAP