Period
to 23 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Hertfordshire with a requirement for Data Analysis skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Analysis over the 6 months to 23 November 2017 with a comparison to the same period in the previous 2 years.

Data Analysis
East of England > Hertfordshire
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 130 119 157
Rank change year-on-year -11 +38 +12
Permanent jobs citing Data Analysis 91 102 87
As % of all permanent IT jobs advertised in Hertfordshire 2.07% 2.28% 1.62%
As % of the Processes & Methodologies category 2.44% 2.59% 1.85%
Number of salaries quoted 111 101 57
Hertfordshire median annual salary £39,000 £40,000 £37,500
Median salary % change year-on-year -2.50% +6.67% +15.38%
10th Percentile £29,463 £28,750 £31,250
90th Percentile £50,000 £62,500 £52,500
East of England median annual salary £39,000 £40,000 £40,000
% change year-on-year -2.50% - +3.90%

Data Analysis 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 3727 3940 4701
As % of all permanent IT jobs advertised in Hertfordshire 84.63% 88.04% 87.44%
Number of salaries quoted 3135 3249 3831
Hertfordshire median annual salary £47,500 £50,000 £47,500
Median salary % change year-on-year -5.00% +5.26% +3.26%
10th Percentile £28,500 £27,500 £26,750
90th Percentile £71,250 £72,500 £71,250
East of England median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +4.65%

Data Analysis
Job Vacancy Trend in Hertfordshire

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

Job vacancy trend for Data Analysis in Hertfordshire

Data Analysis
Salary Trend in Hertfordshire

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

Salary trend for Data Analysis in Hertfordshire

Data Analysis
Salary Histogram in Hertfordshire

The salary distribution of IT jobs citing Data Analysis in Hertfordshire over the 6 months to 23 November 2017.

Salary histogram for Data Analysis in Hertfordshire

Data Analysis
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 Analysis within the Hertfordshire region over the 6 months to 23 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
Borehamwood +2 30 £40,000 - 1
Watford +20 27 £32,500 -48.00% 1
Broxbourne -6 8 £38,250 -15.00%
Welwyn Garden City -7 8 £50,000 +53.85% 1
Stevenage 0 7 £32,500 -27.78% 1
Bishop's Stortford - 5 £42,500 -
Rickmansworth +6 4 £65,000 +73.33% 1
Hitchin -6 1 - -
St Albans - 1 £42,000 -
Cheshunt - 1 £27,500 -
Data Analysis
East of England

For the 6 months to 23 November 2017, IT jobs citing Data Analysis 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 Analysis.

1 43 (47.25%) Degree
2 33 (36.26%) Computer Science
3 31 (34.07%) Signal Processing
4 30 (32.97%) Physics
4 30 (32.97%) Data Acquisition
4 30 (32.97%) C++
4 30 (32.97%) Telecoms
4 30 (32.97%) LabVIEW
5 22 (24.18%) SQL
5 22 (24.18%) Windows
6 20 (21.98%) Visual Studio
7 19 (20.88%) Computer Science Degree
7 19 (20.88%) SDLC
7 19 (20.88%) Mathematics
8 16 (17.58%) Web Development
8 16 (17.58%) Multithreading
8 16 (17.58%) Image Processing
8 16 (17.58%) OO
8 16 (17.58%) OOD
8 16 (17.58%) Aerospace
8 16 (17.58%) Games
8 16 (17.58%) Video\Live Streaming
8 16 (17.58%) Software Engineering
9 15 (16.48%) Microsoft
9 15 (16.48%) Algorithms
10 14 (15.38%) Machine Learning
10 14 (15.38%) MATLAB
10 14 (15.38%) Microsoft Excel
10 14 (15.38%) PhD
11 12 (13.19%) Marketing

Data Analysis
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 (3.30%) CMS
1 3 (3.30%) MS Exchange
1 3 (3.30%) SharePoint
2 1 (1.10%) SharePoint Server
Applications
1 14 (15.38%) Microsoft Excel
2 7 (7.69%) Microsoft PowerPoint
3 6 (6.59%) Microsoft Office
4 3 (3.30%) Photoshop
Business Applications
1 3 (3.30%) Orchard Housing
2 1 (1.10%) Dynamics NAV
Cloud Services
1 3 (3.30%) Office 365
2 1 (1.10%) Google Analytics
Communications & Networking
1 8 (8.79%) VPN
2 5 (5.49%) Firewall
2 5 (5.49%) MPLS
3 3 (3.30%) DHCP
3 3 (3.30%) DNS
3 3 (3.30%) TCP/IP
3 3 (3.30%) VLAN
3 3 (3.30%) VoIP
Database & Business Intelligence
1 10 (10.99%) SQL Server
2 6 (6.59%) Big Data
3 5 (5.49%) Data Warehouse
3 5 (5.49%) Hadoop
3 5 (5.49%) MySQL
3 5 (5.49%) Relational Database
4 4 (4.40%) SQL Server Integration Services
5 3 (3.30%) BusinessObjects
6 1 (1.10%) Adabas
6 1 (1.10%) Oracle Database
Development Applications
1 30 (32.97%) LabVIEW
2 20 (21.98%) Visual Studio
3 3 (3.30%) Dreamweaver
3 3 (3.30%) SQL Server Management Studio (SSMS)
4 1 (1.10%) Eclipse
4 1 (1.10%) Rational DOORS
4 1 (1.10%) Talend Open Studio
General
1 30 (32.97%) Telecoms
2 16 (17.58%) Aerospace
2 16 (17.58%) Games
3 12 (13.19%) Marketing
4 9 (9.89%) Retail
5 8 (8.79%) Finance
6 6 (6.59%) Advertising
7 3 (3.30%) Manufacturing
8 2 (2.20%) Automotive
8 2 (2.20%) Spanish Language
9 1 (1.10%) Pharmaceutical
Job Titles
1 24 (26.37%) Analyst
2 23 (25.27%) Developer
3 16 (17.58%) C++ Developer
3 16 (17.58%) C++ Software Developer
3 16 (17.58%) Software Developer
4 14 (15.38%) MATLAB Engineer
4 14 (15.38%) Process Engineer
5 8 (8.79%) Senior Analyst
6 7 (7.69%) Data Analyst
7 6 (6.59%) Marketing Executive
8 5 (5.49%) Java Developer
9 4 (4.40%) Data Conversion Analyst
9 4 (4.40%) Data Conversion Specialist
9 4 (4.40%) Data Migration Analyst
9 4 (4.40%) Data Migration Specialist
9 4 (4.40%) Head of Infrastructure
9 4 (4.40%) Head of Production
9 4 (4.40%) Migration Analyst
9 4 (4.40%) Migration Specialist
9 4 (4.40%) SQL Analyst
Libraries, Frameworks & Software Standards
1 11 (12.09%) HTML
2 5 (5.49%) Swing
3 4 (4.40%) HTML5
3 4 (4.40%) jQuery
4 2 (2.20%) Grails
5 1 (1.10%) CSS
5 1 (1.10%) JSP
5 1 (1.10%) Spring
Miscellaneous
1 33 (36.26%) Computer Science
2 16 (17.58%) Video\Live Streaming
3 15 (16.48%) Algorithms
4 12 (13.19%) Analytical Skills
5 8 (8.79%) User Experience
6 7 (7.69%) FMCG
6 7 (7.69%) Replication
7 5 (5.49%) Analytical Mindset
8 3 (3.30%) Management Information System
9 2 (2.20%) Life Science
Operating Systems
1 22 (24.18%) Windows
2 7 (7.69%) Linux
3 3 (3.30%) Windows Server
3 3 (3.30%) Windows XP
Processes & Methodologies
1 31 (34.07%) Signal Processing
2 30 (32.97%) Data Acquisition
2 30 (32.97%) Physics
3 19 (20.88%) Mathematics
3 19 (20.88%) SDLC
4 16 (17.58%) Image Processing
4 16 (17.58%) Multithreading
4 16 (17.58%) OO
4 16 (17.58%) OOD
4 16 (17.58%) Software Engineering
4 16 (17.58%) Web Development
5 14 (15.38%) Machine Learning
6 12 (13.19%) Finite Element Analysis
7 9 (9.89%) Agile Software Development
8 7 (7.69%) Pay per click
8 7 (7.69%) Risk Analysis
9 6 (6.59%) Analytics
9 6 (6.59%) Customer Requirements
9 6 (6.59%) Online Marketing
9 6 (6.59%) Time Management
Programming Languages
1 30 (32.97%) C++
2 22 (24.18%) SQL
3 14 (15.38%) MATLAB
4 6 (6.59%) Java
5 4 (4.40%) JavaScript
6 2 (2.20%) PL/SQL
7 1 (1.10%) Groovy
7 1 (1.10%) Perl
7 1 (1.10%) PHP
7 1 (1.10%) Python
Qualifications
1 43 (47.25%) Degree
2 19 (20.88%) Computer Science Degree
3 14 (15.38%) PhD
4 11 (12.09%) Numerate Degree
5 7 (7.69%) VMware Certified Professional (VCP)
6 2 (2.20%) Security Cleared
7 1 (1.10%) ITIL Certification
7 1 (1.10%) SC Cleared
Quality Assurance & Compliance
1 1 (1.10%) Data Quality
1 1 (1.10%) PMO
System Software
1 5 (5.49%) Active Directory
2 4 (4.40%) VMware Infrastructure
2 4 (4.40%) vSphere
3 3 (3.30%) Hyper-V
Vendors
1 15 (16.48%) Microsoft
2 8 (8.79%) Oracle
3 7 (7.69%) Google
3 7 (7.69%) Veeam
3 7 (7.69%) VMware
4 4 (4.40%) Sybase
5 3 (3.30%) Adobe
5 3 (3.30%) Orchard
6 2 (2.20%) Avaya
7 1 (1.10%) Kenshoo
7 1 (1.10%) Talend