Period
to 21 January 2018

The following table provides summary statistics for permanent job vacancies advertised in Hertfordshire with a requirement for Data Analytics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Analytics over the 6 months to 21 January 2018 with a comparison to the same period in the previous 2 years.

Data Analytics
East of England > Hertfordshire
6 months to
21 Jan 2018
Same period 2017 Same period 2016
Rank 180 148 193
Rank change year-on-year -32 +45 +2
Permanent jobs citing Data Analytics 26 66 38
As % of all permanent IT jobs advertised in Hertfordshire 0.58% 1.50% 0.75%
As % of the Processes & Methodologies category 0.68% 1.70% 0.87%
Number of salaries quoted 25 34 31
Hertfordshire median annual salary £47,000 £68,750 £57,500
Median salary % change year-on-year -31.64% +19.57% +15.00%
10th Percentile £36,000 £38,875 £38,750
90th Percentile £54,000 £77,500 £75,000
East of England median annual salary £50,000 £55,000 £51,459
% change year-on-year -9.09% +6.88% +8.33%

Data Analytics is in the Processes and Methodologies 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 process or methodology skills.

All Process and Methodology Skills
Hertfordshire
Permanent vacancies with a requirement for process or methodology skills 3,809 3,888 4,367
As % of all permanent IT jobs advertised in Hertfordshire 85.27% 88.44% 86.65%
Number of salaries quoted 3,221 3,210 3,560
Hertfordshire median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% -
10th Percentile £28,250 £27,500 £27,475
90th Percentile £71,250 £72,500 £71,250
East of England median annual salary £48,000 £45,344 £45,000
% change year-on-year +5.86% +0.76% -

Data Analytics
Job Vacancy Trend in Hertfordshire

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

Job vacancy trend for Data Analytics in Hertfordshire

Data Analytics
Salary Trend in Hertfordshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Analytics in Hertfordshire.

Salary trend for Data Analytics in Hertfordshire

Data Analytics
Salary Histogram in Hertfordshire

The salary distribution of IT jobs citing Data Analytics in Hertfordshire over the 6 months to 21 January 2018.

Salary histogram for Data Analytics in Hertfordshire

Data Analytics
Job Locations in Hertfordshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Analytics within the Hertfordshire region over the 6 months to 21 January 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
St Albans -17 13 £50,000 - 1
Borehamwood - 8 £47,000 - 1
Watford -8 3 £22,500 -70.00%
Welwyn Garden City -11 1 £50,000 -18.37% 1
Data Analytics
East of England

For the 6 months to 21 January 2018, IT jobs citing Data Analytics 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 Data Analytics.

1 26 (100.00%) Analytics
2 24 (92.31%) SQL
3 18 (69.23%) Retail
4 15 (57.69%) Business Intelligence
5 13 (50.00%) Visualisation
5 13 (50.00%) Tableau
6 12 (46.15%) Marketing
7 11 (42.31%) Java
8 10 (38.46%) JavaScript
8 10 (38.46%) HTML
8 10 (38.46%) CSS
8 10 (38.46%) TIBCO
8 10 (38.46%) Spotfire
8 10 (38.46%) Market Research
8 10 (38.46%) Mentoring
9 8 (30.77%) Oracle GoldenGate
9 8 (30.77%) Server Building
9 8 (30.77%) Oracle Database 11g
9 8 (30.77%) Data Guard
9 8 (30.77%) Database Tuning
9 8 (30.77%) Oracle Exadata
9 8 (30.77%) Oracle Database 12c
9 8 (30.77%) Oracle Database
9 8 (30.77%) Performance Tuning
9 8 (30.77%) Relational Database
9 8 (30.77%) Korn
9 8 (30.77%) Oracle Enterprise Manager
9 8 (30.77%) RDBMS
9 8 (30.77%) Oracle Database 10g
9 8 (30.77%) Unix

Data Analytics
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 3 (11.54%) SAS
Applications
1 3 (11.54%) SPSS
2 2 (7.69%) Microsoft Excel
2 2 (7.69%) Microsoft Office
Database & Business Intelligence
1 10 (38.46%) Spotfire
2 8 (30.77%) Oracle Database
2 8 (30.77%) Oracle Database 10g
2 8 (30.77%) Oracle Database 11g
2 8 (30.77%) Oracle Database 12c
2 8 (30.77%) Oracle Exadata
2 8 (30.77%) RDBMS
2 8 (30.77%) Relational Database
3 5 (19.23%) SQL Server
4 4 (15.38%) Big Data
4 4 (15.38%) Hadoop
5 3 (11.54%) BusinessObjects
5 3 (11.54%) GIS
5 3 (11.54%) QlikView
5 3 (11.54%) SQL Server Integration Services
5 3 (11.54%) SQL Server Reporting Services
6 2 (7.69%) MySQL
7 1 (3.85%) Data Warehouse
Development Applications
1 8 (30.77%) Oracle APEX
1 8 (30.77%) Subversion
General
1 18 (69.23%) Retail
2 12 (46.15%) Marketing
3 8 (30.77%) Automotive
3 8 (30.77%) Publishing
4 3 (11.54%) Finance
5 2 (7.69%) French Language
6 1 (3.85%) Dutch Language
6 1 (3.85%) German Language
Job Titles
1 10 (38.46%) Developer
1 10 (38.46%) Spotfire Developer
2 8 (30.77%) DBA
2 8 (30.77%) Development DBA
2 8 (30.77%) Oracle DBA
2 8 (30.77%) Oracle Development DBA
3 7 (26.92%) Analytics Developer
4 5 (19.23%) Analyst
4 5 (19.23%) Data Analyst
4 5 (19.23%) SQL Developer
5 4 (15.38%) Analytics Manager
5 4 (15.38%) TIBCO Developer
6 3 (11.54%) Data Analytics Manager
6 3 (11.54%) Data Manager
6 3 (11.54%) Fraud Manager
6 3 (11.54%) Senior Analytics Manager
6 3 (11.54%) Senior Technical Manager
6 3 (11.54%) SQL Analyst
6 3 (11.54%) SQL Data Analyst
6 3 (11.54%) Technical Manager
Libraries, Frameworks & Software Standards
1 10 (38.46%) CSS
1 10 (38.46%) HTML
2 8 (30.77%) Oracle GoldenGate
3 3 (11.54%) .NET
Miscellaneous
1 3 (11.54%) Analytical Skills
2 1 (3.85%) User Experience
Operating Systems
1 8 (30.77%) Linux
1 8 (30.77%) Unix
Processes & Methodologies
1 26 (100.00%) Analytics
2 15 (57.69%) Business Intelligence
3 13 (50.00%) Visualisation
4 10 (38.46%) Market Research
4 10 (38.46%) Mentoring
5 8 (30.77%) Database Tuning
5 8 (30.77%) Logistics
5 8 (30.77%) Performance Tuning
5 8 (30.77%) Server Building
5 8 (30.77%) Software Engineering
6 4 (15.38%) Stakeholder Management
7 3 (11.54%) Anti-Money Laundering
7 3 (11.54%) Data Visualisation
7 3 (11.54%) ETL
7 3 (11.54%) Programme Management
7 3 (11.54%) Project Management
7 3 (11.54%) Resource Management
8 1 (3.85%) Data Modelling
8 1 (3.85%) Data Security
8 1 (3.85%) Telematics
Programming Languages
1 24 (92.31%) SQL
2 11 (42.31%) Java
3 10 (38.46%) JavaScript
4 8 (30.77%) Korn
4 8 (30.77%) PL/SQL
5 3 (11.54%) C#
5 3 (11.54%) Python
5 3 (11.54%) T-SQL
5 3 (11.54%) VB.NET
Qualifications
1 6 (23.08%) Degree
2 1 (3.85%) Numerate Degree
System Software
1 8 (30.77%) Oracle RAC
2 2 (7.69%) Active Directory
Systems Management
1 8 (30.77%) Data Guard
1 8 (30.77%) Oracle Enterprise Manager
1 8 (30.77%) Oracle RMAN
Vendors
1 13 (50.00%) Tableau
2 10 (38.46%) TIBCO
3 8 (30.77%) Oracle
4 4 (15.38%) Microsoft
5 3 (11.54%) SAP