Period
to 21 September 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 21 September 2018 with a comparison to the same period in the previous 2 years.

R
East of England > Hertfordshire
6 months to
21 Sep 2018
Same period 2017 Same period 2016
Rank 179 191 214
Rank change year-on-year +12 +23 +28
Permanent jobs citing R 23 23 5
As % of all permanent IT jobs advertised in Hertfordshire 0.56% 0.56% 0.11%
As % of the Programming Languages category 1.09% 1.06% 0.25%
Number of salaries quoted 9 22 5
Hertfordshire median annual salary £31,500 £42,500 £45,000
Median salary % change year-on-year -25.88% -5.56% +38.46%
10th Percentile £29,750 £29,000 £29,350
90th Percentile £48,000 £82,500 £65,000
East of England median annual salary £44,400 £57,500 £40,000
% change year-on-year -22.78% +43.75% -

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 2,112 2,165 1,965
As % of all permanent IT jobs advertised in Hertfordshire 51.14% 52.59% 44.06%
Number of salaries quoted 1,787 1,897 1,691
Hertfordshire median annual salary £50,000 £47,000 £47,500
Median salary % change year-on-year +6.38% -1.05% +5.56%
10th Percentile £31,250 £31,250 £29,750
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
Salary Histogram in Hertfordshire

The salary distribution of IT jobs citing R in Hertfordshire over the 6 months to 21 September 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 21 September 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 - 14 - -
Watford +2 7 £31,500 -58.00%
Hatfield -1 1 £42,500 -
St Albans -6 1 £55,000 +78.86%
R
East of England

For the 6 months to 21 September 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 16 (69.57%) Python
2 12 (52.17%) SQL
2 12 (52.17%) Tableau
2 12 (52.17%) Analytical Skills
3 11 (47.83%) Analytics
4 10 (43.48%) Alteryx
5 9 (39.13%) Decision-Making
6 8 (34.78%) Visualisation
6 8 (34.78%) Statistics
7 7 (30.43%) Knowledge Management
7 7 (30.43%) Cisco ASA
7 7 (30.43%) Firewall
7 7 (30.43%) Management Information System
7 7 (30.43%) Wireless
7 7 (30.43%) CCNA
7 7 (30.43%) Active Directory
7 7 (30.43%) Cisco Certification
7 7 (30.43%) Microsoft Office
7 7 (30.43%) ITIL
7 7 (30.43%) VPN
7 7 (30.43%) Cisco
7 7 (30.43%) Microsoft
7 7 (30.43%) Data Centre
8 6 (26.09%) Retail
8 6 (26.09%) Big Data
9 5 (21.74%) Data Quality
9 5 (21.74%) Adobe Analytics
9 5 (21.74%) Google Analytics
9 5 (21.74%) Google
9 5 (21.74%) Marketing

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 4 (17.39%) Apache Spark
2 1 (4.35%) Apache Pig
Applications
1 7 (30.43%) Microsoft Office
2 1 (4.35%) Microsoft Excel
Cloud Services
1 5 (21.74%) Adobe Analytics
1 5 (21.74%) Google Analytics
Communications & Networking
1 7 (30.43%) Cisco ASA
1 7 (30.43%) Firewall
1 7 (30.43%) VPN
1 7 (30.43%) Wireless
Database & Business Intelligence
1 6 (26.09%) Big Data
2 5 (21.74%) Data Mining
3 4 (17.39%) Hadoop
4 1 (4.35%) Apache Hive
4 1 (4.35%) BigQuery
General
1 6 (26.09%) Retail
2 5 (21.74%) Finance
2 5 (21.74%) Marketing
Job Titles
1 12 (52.17%) Analyst
2 7 (30.43%) 1st Line Support
2 7 (30.43%) Cisco Support
2 7 (30.43%) Support Team Leader
2 7 (30.43%) Team Leader
3 5 (21.74%) Business Performance Analyst
3 5 (21.74%) Customer Analyst
3 5 (21.74%) Performance Analyst
3 5 (21.74%) Senior Analyst
4 4 (17.39%) Data Scientist
5 2 (8.70%) Product Analyst
Libraries, Frameworks & Software Standards
1 3 (13.04%) Keras
1 3 (13.04%) Lasagne
1 3 (13.04%) Pandas
1 3 (13.04%) scikit-learn
1 3 (13.04%) TensorFlow
1 3 (13.04%) Theano
Miscellaneous
1 12 (52.17%) Analytical Skills
2 7 (30.43%) Data Centre
2 7 (30.43%) Management Information System
3 4 (17.39%) Algorithms
3 4 (17.39%) Computer Science
3 4 (17.39%) Data Structures
4 3 (13.04%) Robotics
5 1 (4.35%) Analytical Mindset
Processes & Methodologies
1 11 (47.83%) Analytics
2 9 (39.13%) Decision-Making
3 8 (34.78%) Statistics
3 8 (34.78%) Visualisation
4 7 (30.43%) ITIL
4 7 (30.43%) Knowledge Management
5 5 (21.74%) Actionable Insight
5 5 (21.74%) Benchmarking
5 5 (21.74%) Business Intelligence
5 5 (21.74%) Critical Thinking
5 5 (21.74%) Customer Segmentation
5 5 (21.74%) Data-Driven Decision Making
5 5 (21.74%) Due Diligence
5 5 (21.74%) Mentoring
5 5 (21.74%) Monetization
5 5 (21.74%) Stakeholder Management
5 5 (21.74%) Value Proposition
6 4 (17.39%) Data Science
6 4 (17.39%) Machine Learning
6 4 (17.39%) Mathematics
Programming Languages
1 16 (69.57%) Python
2 12 (52.17%) SQL
3 4 (17.39%) Java
4 3 (13.04%) C
4 3 (13.04%) C++
4 3 (13.04%) MATLAB
5 1 (4.35%) Scala
5 1 (4.35%) VBA
Qualifications
1 7 (30.43%) CCNA
1 7 (30.43%) Cisco Certification
2 4 (17.39%) Degree
3 3 (13.04%) Computer Science Degree
4 1 (4.35%) Numerate Degree
Quality Assurance & Compliance
1 5 (21.74%) Actionable Recommendations
1 5 (21.74%) Data Quality
System Software
1 7 (30.43%) Active Directory
Vendors
1 12 (52.17%) Tableau
2 10 (43.48%) Alteryx
3 7 (30.43%) Cisco
3 7 (30.43%) Microsoft
4 5 (21.74%) Adobe
4 5 (21.74%) Google
4 5 (21.74%) MicroStrategy
4 5 (21.74%) Oracle
4 5 (21.74%) Teradata