Period
to 22 June 2018

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

Data Analysis
East of England > Hertfordshire
6 months to
22 Jun 2018
Same period 2017 Same period 2016
Rank 158 119 136
Rank change year-on-year -39 +17 +29
Permanent jobs citing Data Analysis 59 101 92
As % of all permanent IT jobs advertised in Hertfordshire 1.29% 2.37% 1.90%
As % of the Processes & Methodologies category 1.48% 2.62% 2.14%
Number of salaries quoted 44 109 66
Hertfordshire median annual salary £43,750 £39,250 £40,000
Median salary % change year-on-year +11.46% -1.88% +0.63%
10th Percentile £31,250 £27,500 £27,500
90th Percentile £68,125 £55,500 £56,875
East of England median annual salary £37,500 £39,729 £40,000
% change year-on-year -5.61% -0.68% -4.19%

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 3,980 3,850 4,300
As % of all permanent IT jobs advertised in Hertfordshire 86.98% 90.19% 88.77%
Number of salaries quoted 3,269 3,236 3,489
Hertfordshire median annual salary £50,000 £47,500 £47,500
Median salary % change year-on-year +5.26% - +5.56%
10th Percentile £27,500 £27,250 £27,500
90th Percentile £72,500 £72,500 £71,250
East of England median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +2.27%

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 22 June 2018.

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 22 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 -27 12 - -
Watford -1 11 £32,500 - 2
Hemel Hempstead - 5 £55,000 -
Borehamwood -12 4 £32,500 -18.75%
St Albans -13 4 £42,500 -22.73% 1
Hatfield - 4 £52,500 -
Letchworth +23 2 £36,000 +20.00%
Stevenage -13 2 - - 5
Hoddesdon - 2 £36,250 -
Data Analysis
East of England

For the 6 months to 22 June 2018, IT jobs citing Data Analysis 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 Data Analysis.

1 35 (59.32%) SQL
2 19 (32.20%) Analytical Skills
3 18 (30.51%) Mathematics
4 15 (25.42%) Physics
4 15 (25.42%) Degree
4 15 (25.42%) Microsoft Excel
5 13 (22.03%) Agile Software Development
6 12 (20.34%) Computer Science
6 12 (20.34%) PhD
7 11 (18.64%) Algorithms
8 10 (16.95%) Visualisation
8 10 (16.95%) Data Science
8 10 (16.95%) E-Commerce
9 9 (15.25%) ETL
9 9 (15.25%) Business Intelligence
9 9 (15.25%) Business Analysis
9 9 (15.25%) Finance
9 9 (15.25%) Migration
9 9 (15.25%) Data Migration
10 8 (13.56%) Signal Processing
10 8 (13.56%) Machine Learning
10 8 (13.56%) SDLC
10 8 (13.56%) Analytics
10 8 (13.56%) Data Acquisition
10 8 (13.56%) Stakeholder Management
10 8 (13.56%) LabVIEW
10 8 (13.56%) Telecoms
10 8 (13.56%) Back Office
10 8 (13.56%) Finite Element Analysis
10 8 (13.56%) MATLAB

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 2 (3.39%) SharePoint
1 2 (3.39%) SharePoint Server
2 1 (1.69%) SharePoint 2013
Applications
1 15 (25.42%) Microsoft Excel
2 8 (13.56%) Microsoft Office
3 4 (6.78%) MS Visio
3 4 (6.78%) Photoshop
4 1 (1.69%) Microsoft PowerPoint
Business Applications
1 1 (1.69%) Orchard Housing
1 1 (1.69%) SAP HR
Cloud Services
1 3 (5.08%) Microsoft Azure
2 2 (3.39%) Amazon AWS
2 2 (3.39%) Google Analytics
2 2 (3.39%) Google Cloud Platform
3 1 (1.69%) G Suite
Communications & Networking
1 1 (1.69%) Internet
Database & Business Intelligence
1 6 (10.17%) Relational Database
2 5 (8.47%) SQL Server
3 3 (5.08%) BusinessObjects
3 3 (5.08%) SQL Server 2016
3 3 (5.08%) SQL Server Integration Services
4 2 (3.39%) Big Data
4 2 (3.39%) BigQuery
4 2 (3.39%) MS Access
5 1 (1.69%) Data Warehouse
5 1 (1.69%) Power BI
5 1 (1.69%) SQL Server Reporting Services
Development Applications
1 8 (13.56%) LabVIEW
2 4 (6.78%) Axure RP
2 4 (6.78%) Balsamiq Mockups
3 3 (5.08%) Bitbucket
3 3 (5.08%) Git (software)
3 3 (5.08%) Octopus Deploy
3 3 (5.08%) ReSharper
3 3 (5.08%) TeamCity
4 1 (1.69%) SQL Server Management Studio (SSMS)
General
1 9 (15.25%) Finance
2 8 (13.56%) Back Office
2 8 (13.56%) Telecoms
3 5 (8.47%) Marketing
4 3 (5.08%) Retail
5 2 (3.39%) Pharmaceutical
6 1 (1.69%) Games
Job Titles
1 22 (37.29%) Analyst
2 8 (13.56%) MATLAB Engineer
2 8 (13.56%) Performance Manager
2 8 (13.56%) Process Engineer
3 6 (10.17%) Business Analyst
3 6 (10.17%) Developer
4 5 (8.47%) Digital Analyst
4 5 (8.47%) Digital Business Analyst
4 5 (8.47%) Statistician
5 4 (6.78%) .NET Developer
5 4 (6.78%) Agile Business Analyst
5 4 (6.78%) Data Analyst
5 4 (6.78%) UML Analyst
5 4 (6.78%) UML Business Analyst
6 2 (3.39%) Auditor
6 2 (3.39%) Data Consultant
6 2 (3.39%) Data Manager
6 2 (3.39%) Engagement Manager
6 2 (3.39%) Migration Consultant
6 2 (3.39%) Senior Auditor
Libraries, Frameworks & Software Standards
1 4 (6.78%) .NET
1 4 (6.78%) ASP.NET
1 4 (6.78%) ASP.NET MVC
2 3 (5.08%) .NET Framework
2 3 (5.08%) AngularJS
2 3 (5.08%) Entity Framework
3 2 (3.39%) SAP XI
3 2 (3.39%) Web Services
4 1 (1.69%) XML
Miscellaneous
1 19 (32.20%) Analytical Skills
2 12 (20.34%) Computer Science
3 11 (18.64%) Algorithms
4 7 (11.86%) Management Information System
5 5 (8.47%) Data Structures
6 4 (6.78%) PMI
7 3 (5.08%) Self-Motivation
8 2 (3.39%) Cyber-Physical System
9 1 (1.69%) CMDB
9 1 (1.69%) Data Centre
Operating Systems
1 4 (6.78%) Windows
Processes & Methodologies
1 18 (30.51%) Mathematics
2 15 (25.42%) Physics
3 13 (22.03%) Agile Software Development
4 10 (16.95%) Data Science
4 10 (16.95%) E-Commerce
4 10 (16.95%) Visualisation
5 9 (15.25%) Business Analysis
5 9 (15.25%) Business Intelligence
5 9 (15.25%) Data Migration
5 9 (15.25%) ETL
5 9 (15.25%) Migration
6 8 (13.56%) Analytics
6 8 (13.56%) Data Acquisition
6 8 (13.56%) Finite Element Analysis
6 8 (13.56%) Machine Learning
6 8 (13.56%) SDLC
6 8 (13.56%) Signal Processing
6 8 (13.56%) Stakeholder Management
7 6 (10.17%) Business Process Modelling
7 6 (10.17%) Coaching
Programming Languages
1 35 (59.32%) SQL
2 8 (13.56%) C++
2 8 (13.56%) MATLAB
3 7 (11.86%) Python
4 6 (10.17%) C#
4 6 (10.17%) T-SQL
5 5 (8.47%) JavaScript
5 5 (8.47%) R
6 3 (5.08%) Java
7 2 (3.39%) PL/SQL
7 2 (3.39%) VBA
8 1 (1.69%) Google Apps Script
8 1 (1.69%) VB
Qualifications
1 15 (25.42%) Degree
2 12 (20.34%) PhD
3 5 (8.47%) ISEB
4 4 (6.78%) PMI Certification
5 2 (3.39%) CISA
5 2 (3.39%) CISSP
5 2 (3.39%) Computer Science Degree
5 2 (3.39%) Security Cleared
6 1 (1.69%) CBAP
6 1 (1.69%) ITIL Certification
Quality Assurance & Compliance
1 7 (11.86%) Data Quality
2 2 (3.39%) GDPR
2 2 (3.39%) GxP
2 2 (3.39%) QA
2 2 (3.39%) SLA
System Software
1 1 (1.69%) Active Directory
Systems Management
1 2 (3.39%) Systems Management Server (SMS)
2 1 (1.69%) SCCM
Vendors
1 7 (11.86%) Microsoft
2 4 (6.78%) Adobe
3 3 (5.08%) New Relic
3 3 (5.08%) SAP
3 3 (5.08%) Tableau
4 2 (3.39%) Google
4 2 (3.39%) Salesforce.com
4 2 (3.39%) Talend
5 1 (1.69%) BMC
5 1 (1.69%) Orchard