Period
to 24 June 2018

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 24 June 2018 with a comparison to the same period in the previous 2 years.

R
East of England > Hertfordshire
6 months to
24 Jun 2018
Same period 2017 Same period 2016
Rank 178 187 220
Rank change year-on-year +9 +33 +18
Permanent jobs citing R 40 25 3
As % of all permanent IT jobs advertised in Hertfordshire 0.87% 0.58% 0.062%
As % of the Programming Languages category 1.67% 1.17% 0.15%
Number of salaries quoted 18 24 3
Hertfordshire median annual salary £31,500 £60,000 £60,000
Median salary % change year-on-year -47.50% - +14.29%
10th Percentile £29,750 £29,000 £40,000
90th Percentile £57,500 £80,000 £65,000
East of England median annual salary £43,450 £60,000 £40,000
% change year-on-year -27.58% +50.00% -

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 2,393 2,132 1,959
As % of all permanent IT jobs advertised in Hertfordshire 52.28% 49.86% 40.33%
Number of salaries quoted 2,058 1,851 1,615
Hertfordshire median annual salary £50,000 £45,000 £45,000
Median salary % change year-on-year +11.11% - -
10th Percentile £31,250 £31,250 £29,000
90th Percentile £71,250 £70,000 £68,550
East of England median annual salary £47,500 £45,000 £43,500
% change year-on-year +5.56% +3.45% +2.35%

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 24 June 2018.

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 24 June 2018. 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
Welwyn Garden City -11 22 - - 2
Watford +6 7 £31,500 -58.00%
Hemel Hempstead +5 5 £55,000 -50.00%
St Albans -10 4 £31,500 +5.00% 1
Hatfield - 1 £42,500 -
R
East of England

For the 6 months to 24 June 2018, IT jobs citing R also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Hertfordshire region with a requirement for R.

1 29 (72.50%) Python
2 23 (57.50%) SQL
3 18 (45.00%) Analytical Skills
4 17 (42.50%) Tableau
5 16 (40.00%) Analytics
6 15 (37.50%) Alteryx
6 15 (37.50%) Degree
7 12 (30.00%) Business Intelligence
7 12 (30.00%) Big Data
7 12 (30.00%) Mathematics
8 11 (27.50%) Data Quality
8 11 (27.50%) Monetization
8 11 (27.50%) MicroStrategy
8 11 (27.50%) Oracle
8 11 (27.50%) Finance
8 11 (27.50%) Stakeholder Management
8 11 (27.50%) Benchmarking
8 11 (27.50%) Teradata
8 11 (27.50%) Value Proposition
9 10 (25.00%) Apache Spark
9 10 (25.00%) Hadoop
10 9 (22.50%) Retail
10 9 (22.50%) Marketing
11 8 (20.00%) Data Mining
11 8 (20.00%) Decision-Making
12 7 (17.50%) VPN
12 7 (17.50%) Cisco
12 7 (17.50%) Microsoft
12 7 (17.50%) CCNA
12 7 (17.50%) Active Directory

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 10 (25.00%) Apache Spark
2 3 (7.50%) SAS
3 1 (2.50%) Apache Pig
Applications
1 7 (17.50%) Microsoft Office
2 3 (7.50%) SPSS
2 3 (7.50%) Stata
3 1 (2.50%) Microsoft Excel
Cloud Services
1 4 (10.00%) Google Analytics
2 1 (2.50%) Adobe Analytics
2 1 (2.50%) Microsoft Azure
Communications & Networking
1 7 (17.50%) Cisco ASA
1 7 (17.50%) Firewall
1 7 (17.50%) VPN
1 7 (17.50%) Wireless
Database & Business Intelligence
1 12 (30.00%) Big Data
2 10 (25.00%) Hadoop
3 8 (20.00%) Data Mining
4 3 (7.50%) SQL Server Analysis Services
5 1 (2.50%) Apache Hive
5 1 (2.50%) Azure SQL Database
5 1 (2.50%) BigQuery
5 1 (2.50%) Data Warehouse
5 1 (2.50%) DTS
5 1 (2.50%) SQL Server
5 1 (2.50%) SQL Server 2016
5 1 (2.50%) SQL Server Integration Services
Development Applications
1 1 (2.50%) SQL Server Management Studio (SSMS)
General
1 11 (27.50%) Finance
2 9 (22.50%) Marketing
2 9 (22.50%) Retail
Job Titles
1 24 (60.00%) Analyst
2 10 (25.00%) Business Performance Analyst
2 10 (25.00%) Performance Analyst
3 7 (17.50%) 1st Line Support
3 7 (17.50%) Cisco Support
3 7 (17.50%) Data Scientist
3 7 (17.50%) Support Team Leader
3 7 (17.50%) Team Leader
4 5 (12.50%) Statistician
5 4 (10.00%) Customer Analyst
6 3 (7.50%) Research Analyst
6 3 (7.50%) SPSS Analyst
7 2 (5.00%) Product Analyst
8 1 (2.50%) .NET Developer
8 1 (2.50%) Business Intelligence Developer
8 1 (2.50%) Developer
8 1 (2.50%) ETL Developer
8 1 (2.50%) Senior Analyst
8 1 (2.50%) SQL BI Developer
8 1 (2.50%) SQL Developer
Libraries, Frameworks & Software Standards
1 6 (15.00%) Keras
1 6 (15.00%) Lasagne
1 6 (15.00%) Pandas
1 6 (15.00%) scikit-learn
1 6 (15.00%) TensorFlow
1 6 (15.00%) Theano
2 1 (2.50%) .NET
Miscellaneous
1 18 (45.00%) Analytical Skills
2 7 (17.50%) Algorithms
2 7 (17.50%) Computer Science
2 7 (17.50%) Data Centre
2 7 (17.50%) Data Structures
2 7 (17.50%) Management Information System
3 6 (15.00%) Robotics
4 3 (7.50%) User Experience
5 1 (2.50%) Analytical Mindset
Processes & Methodologies
1 16 (40.00%) Analytics
2 12 (30.00%) Business Intelligence
2 12 (30.00%) Mathematics
3 11 (27.50%) Benchmarking
3 11 (27.50%) Monetization
3 11 (27.50%) Stakeholder Management
3 11 (27.50%) Value Proposition
4 8 (20.00%) Decision-Making
5 7 (17.50%) Data Science
5 7 (17.50%) ITIL
5 7 (17.50%) Knowledge Management
5 7 (17.50%) Machine Learning
5 7 (17.50%) Statistics
5 7 (17.50%) Visualisation
6 6 (15.00%) Anomaly Detection
6 6 (15.00%) Artificial Intelligence
6 6 (15.00%) Deep Learning
6 6 (15.00%) Neural Network
6 6 (15.00%) Random Forest
6 6 (15.00%) Statistical Modelling
Programming Languages
1 29 (72.50%) Python
2 23 (57.50%) SQL
3 7 (17.50%) Java
4 6 (15.00%) C
4 6 (15.00%) C++
4 6 (15.00%) MATLAB
5 1 (2.50%) Scala
5 1 (2.50%) T-SQL
5 1 (2.50%) VBA
Qualifications
1 15 (37.50%) Degree
2 7 (17.50%) CCNA
2 7 (17.50%) Cisco Certification
3 6 (15.00%) Computer Science Degree
4 4 (10.00%) Numerate Degree
5 3 (7.50%) PhD
Quality Assurance & Compliance
1 11 (27.50%) Data Quality
2 1 (2.50%) Actionable Recommendations
System Software
1 7 (17.50%) Active Directory
Vendors
1 17 (42.50%) Tableau
2 15 (37.50%) Alteryx
3 11 (27.50%) MicroStrategy
3 11 (27.50%) Oracle
3 11 (27.50%) Teradata
4 7 (17.50%) Cisco
4 7 (17.50%) Microsoft
5 4 (10.00%) Adobe
5 4 (10.00%) Google