Period
to 15 November 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 15 November 2018 with a comparison to the same period in the previous 2 years.

R
East of England > Hertfordshire
6 months to
15 Nov 2018
Same period 2017 Same period 2016
Rank 203 202 204
Rank change year-on-year -1 +2 +35
Permanent jobs citing R 6 20 13
As % of all permanent IT jobs advertised in Hertfordshire 0.15% 0.46% 0.29%
As % of the Programming Languages category 0.31% 0.87% 0.61%
Number of salaries quoted 0 19 6
Hertfordshire median annual salary - £42,500 £45,000
Median salary % change year-on-year - -5.56% +38.46%
East of England median annual salary £54,000 £43,750 £44,000
% change year-on-year +23.43% -0.57% -12.00%

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 1,966 2,300 2,143
As % of all permanent IT jobs advertised in Hertfordshire 50.26% 52.36% 47.46%
Number of salaries quoted 1,644 1,999 1,847
Hertfordshire median annual salary £50,000 £47,500 £47,500
Median salary % change year-on-year +5.26% - +5.56%
10th Percentile £31,250 £31,250 £27,800
90th Percentile £72,500 £67,500 £68,750
East of England median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +5.88%

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
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 15 November 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 - 6 - -
R
East of England

For the 6 months to 15 November 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 6 (100.00%) Python
1 6 (100.00%) Visualisation
1 6 (100.00%) Analytical Skills
2 5 (83.33%) Analytics
2 5 (83.33%) Alteryx
2 5 (83.33%) Customer Segmentation
2 5 (83.33%) Mentoring
2 5 (83.33%) Adobe Analytics
2 5 (83.33%) Tableau
2 5 (83.33%) SQL
2 5 (83.33%) Adobe
2 5 (83.33%) Google
2 5 (83.33%) Statistics
2 5 (83.33%) Marketing
2 5 (83.33%) Google Analytics
2 5 (83.33%) Actionable Insight
2 5 (83.33%) Actionable Recommendations
2 5 (83.33%) Decision-Making
2 5 (83.33%) Due Diligence
2 5 (83.33%) Critical Thinking
2 5 (83.33%) Data-Driven Decision Making
3 1 (16.67%) Problem-Solving
3 1 (16.67%) Mathematical Modelling
3 1 (16.67%) Numerate Degree
3 1 (16.67%) Creative Thinking
3 1 (16.67%) Analytical Mindset
3 1 (16.67%) Data Science
3 1 (16.67%) Scala
3 1 (16.67%) Hadoop
3 1 (16.67%) Mathematics

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 1 (16.67%) Apache Pig
1 1 (16.67%) Apache Spark
Cloud Services
1 5 (83.33%) Adobe Analytics
1 5 (83.33%) Google Analytics
Database & Business Intelligence
1 1 (16.67%) Apache Hive
1 1 (16.67%) Big Data
1 1 (16.67%) Hadoop
General
1 5 (83.33%) Marketing
2 1 (16.67%) Retail
Job Titles
1 5 (83.33%) Analyst
1 5 (83.33%) Customer Analyst
1 5 (83.33%) Senior Analyst
2 1 (16.67%) Data Scientist
Miscellaneous
1 6 (100.00%) Analytical Skills
2 1 (16.67%) Algorithms
2 1 (16.67%) Analytical Mindset
2 1 (16.67%) Computer Science
2 1 (16.67%) Data Structures
Processes & Methodologies
1 6 (100.00%) Visualisation
2 5 (83.33%) Actionable Insight
2 5 (83.33%) Analytics
2 5 (83.33%) Critical Thinking
2 5 (83.33%) Customer Segmentation
2 5 (83.33%) Data-Driven Decision Making
2 5 (83.33%) Decision-Making
2 5 (83.33%) Due Diligence
2 5 (83.33%) Mentoring
2 5 (83.33%) Statistics
3 1 (16.67%) Creative Thinking
3 1 (16.67%) Data Science
3 1 (16.67%) E-Commerce
3 1 (16.67%) Machine Learning
3 1 (16.67%) MapReduce
3 1 (16.67%) Mathematical Modelling
3 1 (16.67%) Mathematics
3 1 (16.67%) Open Source
3 1 (16.67%) Problem-Solving
3 1 (16.67%) Supply Chain Transformation
Programming Languages
1 6 (100.00%) Python
2 5 (83.33%) SQL
3 1 (16.67%) Java
3 1 (16.67%) Scala
Qualifications
1 1 (16.67%) Degree
1 1 (16.67%) Numerate Degree
Quality Assurance & Compliance
1 5 (83.33%) Actionable Recommendations
Vendors
1 5 (83.33%) Adobe
1 5 (83.33%) Alteryx
1 5 (83.33%) Google
1 5 (83.33%) Tableau