The table below looks at the statistics for Data Analysis skills in IT jobs advertised for the Hertfordshire region. Included is a guide to the salaries offered in IT jobs that have cited Data Analysis over the 3 months to 25 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
25 Feb 2017
Same period 2016 Same period 2015
Data Analysis
East of England / Hertfordshire
Rank 94 125 118
Rank change year-on-year
+31 -7
Permanent jobs citing Data Analysis 46 23 29
As % of all permanent IT jobs located in Hertfordshire 2.28% 1.01% 1.41%
As % of the Processes & Methodologies category 2.62% 1.20% 1.69%
Number of salaries quoted 41 17 21
Median salary £40,000 £35,000 £32,500
Median salary % change year-on-year
+14.28% +7.69%
90% offered a salary of more than £30,000 £28,000 £25,000
10% offered a salary of more than £60,000 £51,000 £60,000
UK excluding London median salary £40,000 £40,000 £37,500
% change year-on-year
- +6.66%

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Hertfordshire region.

Processes & Methodologies Category
Hertfordshire
Permanent IT job ads with a match in the
Processes & Methodologies category
1755 1916 1713
As % of all permanent IT jobs located in Hertfordshire 86.97% 84.33% 83.36%
Number of salaries quoted 1463 1568 1351
Median salary £47,500 £50,000 £50,000
Median salary % change year-on-year
-5.00% -
90% offered a salary of more than £32,500 £32,500 £32,500
10% offered a salary of more than £70,000 £72,500 £70,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Data Analysis
Jobs Demand Trend in Hertfordshire

The demand trend of job ads across the Hertfordshire region citing Data Analysis as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Data Analysis Jobs Demand Trend 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 across the Hertfordshire region.

Data Analysis Salary Trend in Hertfordshire

Data Analysis
Salary Histogram in Hertfordshire

This chart provides a salary histogram for IT jobs citing Data Analysis across the Hertfordshire region over the 3 months to 25 February 2017.

Data Analysis Salary Histogram 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 25 February 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 - 12 £30,000 -
Broxbourne - 10 £32,500 -
Watford -8 7 £60,000 +76.47% 1
Welwyn Garden City - 3 £32,500 -
Hemel Hempstead +6 2 £22,500 -59.09%
Rickmansworth -1 2 £40,000 +42.85%
St Albans - 2 £50,000 - 2
Letchworth - 1 £30,000 -
Data Analysis
East of England

Data Analysis
Top 30 Related IT Skills in Hertfordshire

For the 6 months to 25 February 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 30 (37.04%) SQL
2 22 (27.16%) Business Intelligence
3 18 (22.22%) Windows
3 18 (22.22%) Degree
4 16 (19.75%) PL/SQL
5 15 (18.52%) Microsoft
5 15 (18.52%) Data Quality
6 14 (17.28%) SDLC
6 14 (17.28%) MS Excel
6 14 (17.28%) Finance
7 13 (16.05%) Telecoms
7 13 (16.05%) Physics
8 11 (13.58%) MS Office
9 9 (11.11%) Visual Studio
9 9 (11.11%) MS Visio
10 8 (9.88%) Project Management
10 8 (9.88%) SQL Server
10 8 (9.88%) OO
10 8 (9.88%) Agile Software Development
11 7 (8.64%) Linux
11 7 (8.64%) Unix
11 7 (8.64%) PhD
11 7 (8.64%) Computer Science
11 7 (8.64%) Test Management
11 7 (8.64%) Analytics
12 6 (7.41%) Data Acquisition
12 6 (7.41%) Web Development
12 6 (7.41%) SQL Server Integration Services
12 6 (7.41%) Signal Processing
12 6 (7.41%) Image Processing

Data Analysis
Top Related 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 (2.47%) BizTalk Server
1 2 (2.47%) SAS
1 2 (2.47%) SharePoint
Applications
1 14 (17.28%) MS Excel
2 11 (13.58%) MS Office
3 9 (11.11%) MS Visio
4 6 (7.41%) MS PowerPoint
5 2 (2.47%) MS Project
6 1 (1.23%) Spreadsheet
6 1 (1.23%) SPSS
Cloud Services
1 2 (2.47%) G Suite
1 2 (2.47%) Microsoft Azure
2 1 (1.23%) Amazon AWS
Communications & Networking
1 5 (6.17%) LAN
1 5 (6.17%) WAN
1 5 (6.17%) Wireshark
Database & Business Intelligence
1 8 (9.88%) SQL Server
2 6 (7.41%) SQL Server Integration Services
2 6 (7.41%) SQL Server Reporting Services
3 5 (6.17%) Data Warehouse
4 2 (2.47%) DTS
4 2 (2.47%) QlikView
4 2 (2.47%) Relational Database
4 2 (2.47%) SQL Server 2008
4 2 (2.47%) SQL Server 2012
4 2 (2.47%) SQL Server 2014
4 2 (2.47%) SQL Server 2016
4 2 (2.47%) SQL Server Analysis Services
5 1 (1.23%) Adabas
5 1 (1.23%) Big Data
5 1 (1.23%) Data Mining
5 1 (1.23%) MS Access
Development Applications
1 9 (11.11%) Visual Studio
2 6 (7.41%) LabVIEW
3 2 (2.47%) CMake
3 2 (2.47%) Octopus Deploy
3 2 (2.47%) Oracle Forms
3 2 (2.47%) PowerBuilder
4 1 (1.23%) Git (software)
4 1 (1.23%) Jenkins
4 1 (1.23%) Subversion
4 1 (1.23%) Talend Open Studio
General
1 14 (17.28%) Finance
2 13 (16.05%) Telecoms
3 4 (4.94%) Legal
4 3 (3.70%) Marketing
4 3 (3.70%) Retail
Job Titles
1 34 (41.98%) Analyst
2 21 (25.93%) Data Analyst
3 18 (22.22%) Business Analyst
4 16 (19.75%) SQL Analyst
5 15 (18.52%) Developer
6 14 (17.28%) Business Data Analyst
6 14 (17.28%) Data Business Analyst
6 14 (17.28%) SQL Data Analyst
7 12 (14.81%) Test Engineer
8 10 (12.35%) Senior Analyst
8 10 (12.35%) Senior Business Analyst
8 10 (12.35%) Senior Data Analyst
9 9 (11.11%) Software Developer
10 8 (9.88%) IT Manager
11 6 (7.41%) C++ Developer
11 6 (7.41%) C++ Software Developer
12 5 (6.17%) Network Engineer
13 4 (4.94%) Analyst Developer
13 4 (4.94%) Developer Analyst
13 4 (4.94%) Quality Manager
Libraries, Frameworks & Software Standards
1 5 (6.17%) .NET
2 3 (3.70%) ASP.NET
3 2 (2.47%) AngularJS
3 2 (2.47%) ASP.NET MVC
3 2 (2.47%) HTML
3 2 (2.47%) IBM Integration Bus
3 2 (2.47%) Middleware
3 2 (2.47%) Node.js
3 2 (2.47%) React
3 2 (2.47%) Twitter Bootstrap
Miscellaneous
1 7 (8.64%) Computer Science
2 5 (6.17%) Algorithms
2 5 (6.17%) Analytical Skills
3 4 (4.94%) Management Information System
4 2 (2.47%) Virtual Team
5 1 (1.23%) Smart Energy
Operating Systems
1 18 (22.22%) Windows
2 7 (8.64%) Linux
2 7 (8.64%) Unix
3 3 (3.70%) Windows 7
3 3 (3.70%) Windows 8
4 1 (1.23%) Mac OS
Processes & Methodologies
1 22 (27.16%) Business Intelligence
2 14 (17.28%) SDLC
3 13 (16.05%) Physics
4 8 (9.88%) Agile Software Development
4 8 (9.88%) OO
4 8 (9.88%) Project Management
5 7 (8.64%) Analytics
5 7 (8.64%) Test Management
6 6 (7.41%) Data Acquisition
6 6 (7.41%) Image Processing
6 6 (7.41%) ITIL
6 6 (7.41%) OOD
6 6 (7.41%) Risk Management
6 6 (7.41%) Signal Processing
6 6 (7.41%) Software Engineering
6 6 (7.41%) Web Development
7 5 (6.17%) Data Management
7 5 (6.17%) ETL
7 5 (6.17%) Network Design
7 5 (6.17%) Root Cause Analysis
Programming Languages
1 30 (37.04%) SQL
2 16 (19.75%) PL/SQL
3 6 (7.41%) C#
3 6 (7.41%) C++
3 6 (7.41%) JavaScript
3 6 (7.41%) T-SQL
4 4 (4.94%) Python
5 3 (3.70%) R
6 2 (2.47%) Java
6 2 (2.47%) MATLAB
6 2 (2.47%) PowerShell
6 2 (2.47%) Progress 4GL
6 2 (2.47%) Shell Script
6 2 (2.47%) VB.NET
7 1 (1.23%) VB
7 1 (1.23%) VBA
Qualifications
1 18 (22.22%) Degree
2 7 (8.64%) PhD
3 2 (2.47%) CISA
3 2 (2.47%) Microsoft Certification
3 2 (2.47%) QiCA
4 1 (1.23%) CISSP
4 1 (1.23%) Security Cleared
Quality Assurance & Compliance
1 15 (18.52%) Data Quality
2 4 (4.94%) ISO 9001
2 4 (4.94%) ISO/IEC 27001
2 4 (4.94%) PMO
3 1 (1.23%) SLA
System Software
1 3 (3.70%) Active Directory
2 2 (2.47%) Docker
2 2 (2.47%) Virtual Machines
2 2 (2.47%) VMware Infrastructure
Vendors
1 15 (18.52%) Microsoft
2 5 (6.17%) Cisco
3 3 (3.70%) Computacenter
3 3 (3.70%) Oracle
3 3 (3.70%) Remedy
4 2 (2.47%) Ab Initio
4 2 (2.47%) Atlassian
4 2 (2.47%) Google
4 2 (2.47%) IBM
4 2 (2.47%) MuleSoft
4 2 (2.47%) Planview
4 2 (2.47%) Progress
4 2 (2.47%) Salesforce.com
4 2 (2.47%) Tableau
4 2 (2.47%) TIBCO
4 2 (2.47%) VMware
4 2 (2.47%) WSO2
5 1 (1.23%) SAP
5 1 (1.23%) Splunk
5 1 (1.23%) Talend
Hertfordshire
McGregor Boyall
Salary: £40000 - £80000 per annum + Benefits
Posted: 5 days ago
St. Albans, Hertfordshire
Zorba Consulting Limited
Salary: £50k - 60k per year + 25 Days holiday, Pension, Social Events, Flexi w
Posted: 5 days ago
Watford, Hertfordshire
Rushworths
Salary: Competitive base + benefits
Posted: 4 days ago
St. Albans, Hertfordshire
Send
Salary: From £50,000 to £60,000 per annum + Bonus + Generous Benefits
Posted: 5 days ago
Harpenden
Interquest - IQ Tech
Salary: £40000 - £50000 per annum + Benefits
Posted: 19 days ago