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 average salaries offered in IT jobs that have cited Data Analysis over the 3 months to 5 February 2016 with a comparison to the same period in the previous 2 years.

Location
3 months to
5 Feb 2016
Same period 2015 Same period 2014
Data Analysis
Rank 115 117 93
Rank change year-on-year
+2 -24
Permanent jobs citing Data Analysis 30 26 40
As % of all permanent IT jobs located in Hertfordshire 1.39% 1.30% 2.03%
As % of the Processes & Methodologies category 1.69% 1.58% 2.58%
Number of salaries quoted 21 19 33
Average salary £35,000 £32,500 £34,000
Average salary % change year-on-year
+7.69% -4.41%
90% offered a salary of more than £28,000 £25,000 £24,100
10% offered a salary of more than £50,000 £60,500 £40,000
UK excluding London average salary £40,000 £37,500 £38,000
% change year-on-year
+6.66% -1.31%
Data Analysis
East of England

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
1777 1644 1552
As % of all permanent IT jobs located in Hertfordshire 82.57% 82.20% 78.94%
Number of salaries quoted 1501 1277 1154
Average salary £52,500 £50,000 £45,000
Average salary % change year-on-year
+5.00% +11.11%
90% offered a salary of more than £32,500 £32,500 £30,000
10% offered a salary of more than £70,000 £65,000 £72,500
UK excluding London average salary £45,000 £42,500 £42,500
% change year-on-year
+5.88% -

Data Analysis
Jobs Demand Trend in Hertfordshire

This chart provides a 3-month moving total of permanent IT jobs citing Data Analysis across the Hertfordshire region as a proportion of the total demand within 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 5 February 2016.

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 average salaries quoted in IT jobs citing Data Analysis within the Hertfordshire region over the 3 months to 5 February 2016. 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Watford +19 15 £35,000 +40.00%
Stevenage +4 6 - -
Abbots Langley - 2 £35,000 -
Rickmansworth - 2 £28,000 -
Hemel Hempstead -2 1 £37,500 -21.05%
Royston - 1 - -
Data Analysis
East of England

Data Analysis
Top 30 Related IT Skills in Hertfordshire

For the 6 months to 5 February 2016, IT jobs across the Hertfordshire region citing Data Analysis also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Analysis.

1 24 (42.11%) SQL
1 24 (42.11%) Finance
2 17 (29.82%) Oracle
2 17 (29.82%) Windows
3 16 (28.07%) SQL Server
3 16 (28.07%) .NET
3 16 (28.07%) Java
4 15 (26.32%) Unix
4 15 (26.32%) Analytical Skills
5 14 (24.56%) Linux
5 14 (24.56%) Microsoft
6 13 (22.81%) IBM
6 13 (22.81%) ITIL
6 13 (22.81%) .NET Framework
6 13 (22.81%) Security Cleared
7 12 (21.05%) VMware Infrastructure
7 12 (21.05%) SC Cleared
7 12 (21.05%) User Acceptance Testing
7 12 (21.05%) Test Scripting
7 12 (21.05%) Time Management
7 12 (21.05%) Windows Server 2008
7 12 (21.05%) ITIL V3
7 12 (21.05%) Windows Server 2012
7 12 (21.05%) Windows Server
7 12 (21.05%) WebSphere
7 12 (21.05%) Stakeholder Management
7 12 (21.05%) VMware
7 12 (21.05%) Apache
7 12 (21.05%) Tomcat
7 12 (21.05%) VB

Data Analysis
Top Related IT Skills in Hertfordshire by Category

For the 6 months to 5 February 2016, IT jobs across the Hertfordshire region citing Data Analysis also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Analysis. Up to 20 skills are shown per category.

Application Platforms
1 12 (21.05%) Apache
1 12 (21.05%) IIS
1 12 (21.05%) Tomcat
1 12 (21.05%) WebSphere
2 1 (1.75%) Apache Spark
Applications
1 2 (3.51%) MS Office
2 1 (1.75%) MS Excel
2 1 (1.75%) Weka
Cloud Services
1 1 (1.75%) Microsoft Azure
Communications & Networking
1 2 (3.51%) LAN
1 2 (3.51%) WAN
1 2 (3.51%) Wireshark
2 1 (1.75%) HTTPS
2 1 (1.75%) Internet
Database & Business Intelligence
1 16 (28.07%) SQL Server
2 3 (5.26%) Data Warehouse
3 2 (3.51%) BusinessObjects
3 2 (3.51%) Oracle Database
3 2 (3.51%) Oracle Reports
3 2 (3.51%) SQL Server Reporting Services
4 1 (1.75%) Apache Cassandra
4 1 (1.75%) DataStage
4 1 (1.75%) Flink
4 1 (1.75%) Hadoop
4 1 (1.75%) HBase
4 1 (1.75%) IBM InfoSphere
4 1 (1.75%) Mahout
4 1 (1.75%) MongoDB
4 1 (1.75%) MySQL
4 1 (1.75%) NoSQL
4 1 (1.75%) QlikView
4 1 (1.75%) Relational Database
4 1 (1.75%) SQL Server 2014
4 1 (1.75%) SQL Server Integration Services
Development Applications
1 2 (3.51%) JIRA
2 1 (1.75%) Bitbucket
2 1 (1.75%) Git (software)
2 1 (1.75%) Octopus Deploy
2 1 (1.75%) ReSharper
2 1 (1.75%) Talend Open Studio
2 1 (1.75%) TeamCity
2 1 (1.75%) Visual Studio
General
1 24 (42.11%) Finance
2 4 (7.02%) Marketing
3 3 (5.26%) Pharmaceutical
3 3 (5.26%) Telecoms
Job Titles
1 21 (36.84%) Analyst
2 8 (14.04%) Programmer
3 7 (12.28%) Developer
3 7 (12.28%) Graduate
3 7 (12.28%) Junior
4 6 (10.53%) Junior Project Manager
4 6 (10.53%) Project Manager
5 5 (8.77%) Data Analyst
5 5 (8.77%) Graduate Project Manager
6 4 (7.02%) Applications Developer
6 4 (7.02%) Applications Support
7 3 (5.26%) Business Intelligence Analyst
7 3 (5.26%) PMO Lead
7 3 (5.26%) Senior PMO
7 3 (5.26%) Software Engineer
8 2 (3.51%) IT Analyst
8 2 (3.51%) Java Swing Developer
8 2 (3.51%) MIS Analyst
8 2 (3.51%) Network Integration Engineer
8 2 (3.51%) Test and Integration Engineer
Libraries, Frameworks & Software Standards
1 16 (28.07%) .NET
2 13 (22.81%) .NET Framework
3 12 (21.05%) Middleware
4 2 (3.51%) J2EE
4 2 (3.51%) Swing
4 2 (3.51%) XML
5 1 (1.75%) AngularJS
5 1 (1.75%) ASP.NET
5 1 (1.75%) ASP.NET MVC
5 1 (1.75%) Cascading
5 1 (1.75%) Entity Framework
5 1 (1.75%) Hibernate
5 1 (1.75%) JMS
5 1 (1.75%) JSON
5 1 (1.75%) REST
5 1 (1.75%) RESTful
5 1 (1.75%) SOAP
5 1 (1.75%) Spring
5 1 (1.75%) Web Services
5 1 (1.75%) XSLT
Miscellaneous
1 15 (26.32%) Analytical Skills
2 4 (7.02%) Computer Science
3 3 (5.26%) Algorithms
3 3 (5.26%) Management Information System
3 3 (5.26%) Statistics
4 2 (3.51%) Mathematics
4 2 (3.51%) Physics
4 2 (3.51%) User Experience
4 2 (3.51%) Visualisation
5 1 (1.75%) Data Extraction
5 1 (1.75%) Data Integration
5 1 (1.75%) Driving Licence
Operating Systems
1 17 (29.82%) Windows
2 15 (26.32%) Unix
3 14 (24.56%) Linux
4 12 (21.05%) Windows Server
4 12 (21.05%) Windows Server 2008
4 12 (21.05%) Windows Server 2012
Processes & Methodologies
1 13 (22.81%) ITIL
2 12 (21.05%) ITIL V3
2 12 (21.05%) Stakeholder Management
2 12 (21.05%) Test Scripting
2 12 (21.05%) Time Management
2 12 (21.05%) User Acceptance Testing
3 7 (12.28%) Business Intelligence
3 7 (12.28%) PRINCE2
3 7 (12.28%) Programme Management
3 7 (12.28%) Risk Management
4 5 (8.77%) Agile Software Development
5 4 (7.02%) Analytics
5 4 (7.02%) Coaching
6 3 (5.26%) Data Analytics
6 3 (5.26%) ETL
6 3 (5.26%) ITSM
6 3 (5.26%) Line Management
6 3 (5.26%) Performance Management
6 3 (5.26%) Software Engineering
7 2 (3.51%) E-Commerce
Programming Languages
1 24 (42.11%) SQL
2 16 (28.07%) Java
3 12 (21.05%) VB
4 6 (10.53%) C
5 5 (8.77%) Python
6 4 (7.02%) C#
7 3 (5.26%) C++
7 3 (5.26%) Embedded C
7 3 (5.26%) Embedded C++
8 2 (3.51%) MATLAB
8 2 (3.51%) Perl
8 2 (3.51%) PHP
8 2 (3.51%) PL/SQL
8 2 (3.51%) T-SQL
8 2 (3.51%) VBA
9 1 (1.75%) JavaScript
9 1 (1.75%) R
9 1 (1.75%) Scala
Qualifications
1 13 (22.81%) Security Cleared
2 12 (21.05%) SC Cleared
3 8 (14.04%) BPSS Clearance
4 4 (7.02%) Degree
5 2 (3.51%) CISA
5 2 (3.51%) QiCA
6 1 (1.75%) PhD
Quality Assurance & Compliance
1 12 (21.05%) SLA
2 9 (15.79%) QA
System Software
1 12 (21.05%) Active Directory
1 12 (21.05%) VMware Infrastructure
Vendors
1 17 (29.82%) Oracle
2 14 (24.56%) Microsoft
3 13 (22.81%) IBM
4 12 (21.05%) VMware
5 3 (5.26%) Cognos
6 2 (3.51%) Cisco
6 2 (3.51%) SAP
7 1 (1.75%) Informatica
7 1 (1.75%) New Relic
7 1 (1.75%) Talend