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 3 months to 30 March 2017 with a comparison to the same period in the previous 2 years.

Data Analysis
East of England / Hertfordshire
3 months to
30 Mar 2017
Same period 2016 Same period 2015
Rank 90 133 127
Rank change year-on-year +43 -6  
Permanent jobs citing Data Analysis 54 28 36
As % of all permanent IT jobs advertised in Hertfordshire 2.43% 1.07% 1.49%
As % of the Processes & Methodologies category 2.76% 1.24% 1.83%
Number of salaries quoted 47 17 31
Median salary £40,000 £40,000 £42,500
Median salary % change year-on-year - -5.88%  
90% offered a salary of more than £30,000 £28,000 £30,000
10% offered a salary of more than £60,000 £55,000 £55,000
UK excluding London median salary £40,000 £40,000 £37,500
% change year-on-year - +6.66%  

Data Analysis is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Hertfordshire with a requirement for process and methodology skills.

Process & Methodology Skills
Hertfordshire
Permanent job vacancies with a requirement for process and methodology skills 1960 2256 1967
As % of all permanent IT job vacancies advertised in Hertfordshire 88.05% 86.11% 81.21%
Number of salaries quoted 1636 1819 1542
Median salary £48,750 £52,000 £50,000
Median salary % change year-on-year -6.25% +4.00%  
90% offered a salary of more than £32,500 £32,500 £32,500
10% offered a salary of more than £70,000 £70,000 £75,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Data Analysis
Job Vacancy Trend in Hertfordshire

The job posting trend of jobs advertised in Hertfordshire citing Data Analysis as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

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 3 months to 30 March 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 3 months to 30 March 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Borehamwood - 14 £40,000 -
Broxbourne - 10 £32,500 -
Watford -2 8 £60,000 +114.28% 1
Rickmansworth +6 6 £40,000 +42.85%
St Albans - 3 £55,000 -
Stevenage -6 2 £40,000 -1.23%
Letchworth - 2 £30,000 -
Welwyn Garden City - 1 £39,250 - 1
Data Analysis
East of England

For the 6 months to 30 March 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 32 (35.56%) SQL
2 22 (24.44%) Degree
3 21 (23.33%) Windows
3 21 (23.33%) Business Intelligence
4 19 (21.11%) Microsoft
4 19 (21.11%) SDLC
5 16 (17.78%) MS Excel
6 15 (16.67%) Telecoms
6 15 (16.67%) Finance
6 15 (16.67%) Agile Software Development
6 15 (16.67%) Physics
7 13 (14.44%) PL/SQL
8 12 (13.33%) Data Quality
8 12 (13.33%) JavaScript
8 12 (13.33%) C#
8 12 (13.33%) MS Office
9 11 (12.22%) MS Visio
9 11 (12.22%) OO
10 10 (11.11%) ITIL
10 10 (11.11%) SQL Server
11 9 (10.00%) Computer Science
11 9 (10.00%) MS PowerPoint
12 8 (8.89%) SQL Server Integration Services
12 8 (8.89%) Web Development
12 8 (8.89%) Test Management
12 8 (8.89%) Image Processing
12 8 (8.89%) Signal Processing
12 8 (8.89%) Continuous Improvement
12 8 (8.89%) Analytical Skills
12 8 (8.89%) Data Acquisition

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 (3.33%) BizTalk Server
1 3 (3.33%) SAS
1 3 (3.33%) SharePoint
Applications
1 16 (17.78%) MS Excel
2 12 (13.33%) MS Office
3 11 (12.22%) MS Visio
4 9 (10.00%) MS PowerPoint
5 2 (2.22%) MS Project
Cloud Services
1 3 (3.33%) G Suite
1 3 (3.33%) Microsoft Azure
2 1 (1.11%) Adobe Analytics
2 1 (1.11%) Amazon AWS
2 1 (1.11%) Google Analytics
Communications & Networking
1 5 (5.56%) LAN
1 5 (5.56%) WAN
1 5 (5.56%) Wireshark
Database & Business Intelligence
1 10 (11.11%) SQL Server
2 8 (8.89%) SQL Server Integration Services
2 8 (8.89%) SQL Server Reporting Services
3 7 (7.78%) Data Warehouse
4 3 (3.33%) QlikView
4 3 (3.33%) Relational Database
4 3 (3.33%) SQL Server 2016
5 2 (2.22%) DTS
5 2 (2.22%) MS Access
5 2 (2.22%) SQL Server 2008
5 2 (2.22%) SQL Server 2012
5 2 (2.22%) SQL Server 2014
5 2 (2.22%) SQL Server Analysis Services
6 1 (1.11%) Adabas
6 1 (1.11%) Big Data
6 1 (1.11%) BusinessObjects
6 1 (1.11%) Qlik Sense
Development Applications
1 8 (8.89%) LabVIEW
1 8 (8.89%) Visual Studio
2 6 (6.67%) Oracle Forms
2 6 (6.67%) PowerBuilder
3 3 (3.33%) Octopus Deploy
4 2 (2.22%) CMake
5 1 (1.11%) Git (software)
5 1 (1.11%) Jenkins
5 1 (1.11%) Subversion
5 1 (1.11%) Talend Open Studio
General
1 15 (16.67%) Finance
1 15 (16.67%) Telecoms
2 6 (6.67%) Billing
3 4 (4.44%) Legal
4 3 (3.33%) Retail
5 2 (2.22%) Aerospace
5 2 (2.22%) Marketing
6 1 (1.11%) Manufacturing
Job Titles
1 33 (36.67%) Analyst
2 22 (24.44%) Developer
3 15 (16.67%) Business Analyst
3 15 (16.67%) Software Developer
4 14 (15.56%) Test Engineer
5 13 (14.44%) Data Analyst
5 13 (14.44%) SQL Analyst
6 11 (12.22%) Business Data Analyst
6 11 (12.22%) Data Business Analyst
6 11 (12.22%) SQL Data Analyst
7 8 (8.89%) C++ Developer
7 8 (8.89%) C++ Software Developer
8 7 (7.78%) Senior Analyst
8 7 (7.78%) Senior Business Analyst
8 7 (7.78%) Senior Data Analyst
9 5 (5.56%) Billing Analyst
9 5 (5.56%) IT Manager
9 5 (5.56%) Network Engineer
9 5 (5.56%) Procurement Analyst
10 4 (4.44%) Consultant
Libraries, Frameworks & Software Standards
1 7 (7.78%) .NET
2 6 (6.67%) HTML
3 4 (4.44%) ASP.NET
4 3 (3.33%) AngularJS
4 3 (3.33%) ASP.NET MVC
4 3 (3.33%) IBM Integration Bus
4 3 (3.33%) Middleware
4 3 (3.33%) React
4 3 (3.33%) Twitter Bootstrap
5 2 (2.22%) Node.js
6 1 (1.11%) SAP XI
Miscellaneous
1 9 (10.00%) Computer Science
2 8 (8.89%) Analytical Skills
3 6 (6.67%) Management Information System
3 6 (6.67%) Virtual Team
4 5 (5.56%) Algorithms
5 2 (2.22%) User Experience
6 1 (1.11%) FMCG
6 1 (1.11%) Smart Energy
Operating Systems
1 21 (23.33%) Windows
2 7 (7.78%) Linux
2 7 (7.78%) Unix
3 3 (3.33%) Windows 7
3 3 (3.33%) Windows 8
4 1 (1.11%) Mac OS
Processes & Methodologies
1 21 (23.33%) Business Intelligence
2 19 (21.11%) SDLC
3 15 (16.67%) Agile Software Development
3 15 (16.67%) Physics
4 11 (12.22%) OO
5 10 (11.11%) ITIL
6 8 (8.89%) Asset Management
6 8 (8.89%) Continuous Improvement
6 8 (8.89%) Data Acquisition
6 8 (8.89%) Image Processing
6 8 (8.89%) OOD
6 8 (8.89%) Signal Processing
6 8 (8.89%) Software Engineering
6 8 (8.89%) Test Management
6 8 (8.89%) Web Development
7 7 (7.78%) Analytics
7 7 (7.78%) ETL
8 6 (6.67%) Risk Management
8 6 (6.67%) Scrum
8 6 (6.67%) Test Planning
Programming Languages
1 32 (35.56%) SQL
2 13 (14.44%) PL/SQL
3 12 (13.33%) C#
3 12 (13.33%) JavaScript
4 8 (8.89%) C++
5 7 (7.78%) T-SQL
6 6 (6.67%) Progress 4GL
7 4 (4.44%) Python
8 3 (3.33%) Java
8 3 (3.33%) MATLAB
8 3 (3.33%) R
8 3 (3.33%) VB.NET
9 2 (2.22%) PowerShell
9 2 (2.22%) Shell Script
10 1 (1.11%) VB
Qualifications
1 22 (24.44%) Degree
2 7 (7.78%) PhD
3 2 (2.22%) ITIL Certification
3 2 (2.22%) Microsoft Certification
4 1 (1.11%) CBAP
4 1 (1.11%) CISSP
4 1 (1.11%) ISEB
4 1 (1.11%) Security Cleared
Quality Assurance & Compliance
1 12 (13.33%) Data Quality
2 4 (4.44%) ISO 9001
2 4 (4.44%) ISO/IEC 27001
2 4 (4.44%) PMO
3 2 (2.22%) SLA
System Software
1 3 (3.33%) Active Directory
2 2 (2.22%) Docker
2 2 (2.22%) Virtual Machines
2 2 (2.22%) VMware Infrastructure
Vendors
1 19 (21.11%) Microsoft
2 7 (7.78%) Oracle
3 6 (6.67%) Ab Initio
3 6 (6.67%) Progress
4 5 (5.56%) Cisco
5 4 (4.44%) Google
6 3 (3.33%) Atlassian
6 3 (3.33%) IBM
6 3 (3.33%) MuleSoft
6 3 (3.33%) Remedy
6 3 (3.33%) Tableau
6 3 (3.33%) TIBCO
6 3 (3.33%) WSO2
7 2 (2.22%) Computacenter
7 2 (2.22%) Planview
7 2 (2.22%) Salesforce.com
7 2 (2.22%) SAP
7 2 (2.22%) VMware
8 1 (1.11%) Splunk
8 1 (1.11%) Talend
Watford, Hertfordshire
Informatiq Consulting
Salary: Cracking Benefits!
Posted: 2 days ago
Welwyn Garden City
Hays Specialist Recruitment Ltd
Salary: £38500.00 - £40000.00 per annum
Posted: 20 days ago