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 28 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
28 Jul 2016
Same period 2015 Same period 2014
Data Analysis
Rank 62 119 126
Rank change year-on-year
+57 +7
Permanent jobs citing Data Analysis 73 40 32
As % of all permanent IT jobs located in Hertfordshire 3.65% 1.64% 1.27%
As % of the Processes & Methodologies category 4.36% 1.93% 1.52%
Number of salaries quoted 54 29 25
Median salary £42,000 £37,500 £42,500
Median salary % change year-on-year
+12.00% -11.76%
90% offered a salary of more than £32,500 £32,500 £27,500
10% offered a salary of more than £60,000 £49,000 £47,500
UK excluding London median salary £40,000 £38,000 £38,625
% change year-on-year
+5.26% -1.61%
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
1675 2076 2105
As % of all permanent IT jobs located in Hertfordshire 83.71% 84.98% 83.53%
Number of salaries quoted 1390 1738 1743
Median salary £50,000 £49,500 £47,500
Median salary % change year-on-year
+1.01% +4.21%
90% offered a salary of more than £32,500 £31,000 £32,500
10% offered a salary of more than £70,000 £75,000 £67,500
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

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 28 July 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 median salaries quoted in IT jobs citing Data Analysis within the Hertfordshire region over the 3 months to 28 July 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
(Click see detailed
statistics and trends)
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
Hemel Hempstead - 18 £37,750 - 2
Broxbourne - 13 £42,500 - 1
Watford +15 6 £57,500 +43.75%
Stevenage -8 5 £45,000 +38.46%
Borehamwood - 5 £34,000 - 1
Welwyn Garden City +3 4 £40,000 -
Hertford - 4 £45,000 -
Potters Bar - 2 £61,000 -
Data Analysis
East of England

Data Analysis
Top 30 Related IT Skills in Hertfordshire

For the 6 months to 28 July 2016, 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 56 (54.37%) SQL
2 36 (34.95%) Finance
3 31 (30.10%) Business Intelligence
3 31 (30.10%) Analytical Skills
4 26 (25.24%) MS Excel
4 26 (25.24%) Data Warehouse
5 25 (24.27%) T-SQL
6 23 (22.33%) Degree
7 20 (19.42%) SQL Server
8 19 (18.45%) VBA
9 16 (15.53%) Data Quality
10 15 (14.56%) Retail
10 15 (14.56%) SQL Server Reporting Services
11 14 (13.59%) ETL
12 13 (12.62%) Microsoft
12 13 (12.62%) Relational Database
12 13 (12.62%) Augmented Reality
13 12 (11.65%) Data Cleansing
13 12 (11.65%) VB
14 11 (10.68%) VBScript
14 11 (10.68%) ERP
14 11 (10.68%) Data Mining
14 11 (10.68%) Management Information System
14 11 (10.68%) Change Management
14 11 (10.68%) Data Extraction
14 11 (10.68%) Root Cause Analysis
14 11 (10.68%) SDLC
15 10 (9.71%) Analytics
15 10 (9.71%) Computer Science
15 10 (9.71%) MS PowerPoint

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 1 (0.97%) Apache
1 1 (0.97%) IIS
1 1 (0.97%) Tomcat
1 1 (0.97%) WebSphere
Applications
1 26 (25.24%) MS Excel
2 10 (9.71%) MS PowerPoint
3 8 (7.77%) MS Office
4 4 (3.88%) SPSS
5 1 (0.97%) MS Visio
Business Applications
1 3 (2.91%) Aareon QL
1 3 (2.91%) Academy Housing
1 3 (2.91%) MIS ActiveH
1 3 (2.91%) Northgate Housing
1 3 (2.91%) OPENHousing
1 3 (2.91%) Orchard Housing
2 2 (1.94%) Cognos TM1
2 2 (1.94%) Hyperion Planning
2 2 (1.94%) MetaTrader
Cloud Services
1 1 (0.97%) Adobe Analytics
1 1 (0.97%) Amazon AWS
1 1 (0.97%) Google Analytics
1 1 (0.97%) SaaS
Communications & Networking
1 1 (0.97%) LAN
1 1 (0.97%) WAN
1 1 (0.97%) Wireshark
Database & Business Intelligence
1 26 (25.24%) Data Warehouse
2 20 (19.42%) SQL Server
3 15 (14.56%) SQL Server Reporting Services
4 13 (12.62%) Relational Database
5 11 (10.68%) Data Mining
6 5 (4.85%) SAP BW
6 5 (4.85%) SQL Server 2008
6 5 (4.85%) SQL Server 2014
6 5 (4.85%) SQL Server Integration Services
7 4 (3.88%) MS Access
8 3 (2.91%) DTS
8 3 (2.91%) Microsoft Analysis Services
8 3 (2.91%) RDBMS
9 2 (1.94%) Crystal Reports
9 2 (1.94%) OLTP
9 2 (1.94%) QlikView
9 2 (1.94%) SQL Server 2000
9 2 (1.94%) SQL Server 2005
9 2 (1.94%) SQL Server Analysis Services
10 1 (0.97%) Big Data
Development Applications
1 7 (6.80%) Visual Studio
2 5 (4.85%) LabVIEW
3 3 (2.91%) Talend Open Studio
General
1 36 (34.95%) Finance
2 15 (14.56%) Retail
3 5 (4.85%) Telecoms
4 4 (3.88%) Marketing
5 3 (2.91%) Legal
6 2 (1.94%) Manufacturing
7 1 (0.97%) French Language
7 1 (0.97%) Games
7 1 (0.97%) German Language
7 1 (0.97%) Spanish Language
Job Titles
1 62 (60.19%) Analyst
2 18 (17.48%) SQL Analyst
3 13 (12.62%) Business Analyst
4 12 (11.65%) Developer
5 11 (10.68%) Consultant
5 11 (10.68%) SQL Data Analyst
6 10 (9.71%) Data Analyst
6 10 (9.71%) Systems Analyst
7 7 (6.80%) Business Consultant
8 6 (5.83%) Data Business Analyst
8 6 (5.83%) SQL Developer
9 5 (4.85%) C++ Developer
9 5 (4.85%) C++ Software Developer
9 5 (4.85%) Customer Engineer
9 5 (4.85%) Data Engineer
9 5 (4.85%) Junior
9 5 (4.85%) Junior Analyst
9 5 (4.85%) Software Developer
9 5 (4.85%) SQL Server Analyst
10 4 (3.88%) Architect
Libraries, Frameworks & Software Standards
1 3 (2.91%) XML
2 2 (1.94%) .NET
3 1 (0.97%) .NET Framework
3 1 (0.97%) ASP.NET
3 1 (0.97%) ASP.NET MVC
3 1 (0.97%) HTML
3 1 (0.97%) jQuery
3 1 (0.97%) Middleware
3 1 (0.97%) REST
3 1 (0.97%) Web Services
Miscellaneous
1 31 (30.10%) Analytical Skills
2 13 (12.62%) Augmented Reality
3 11 (10.68%) Data Extraction
3 11 (10.68%) Management Information System
4 10 (9.71%) Computer Science
5 8 (7.77%) Data Conversion
6 6 (5.83%) Statistics
7 5 (4.85%) 3D Graphics
7 5 (4.85%) ASIC
7 5 (4.85%) Field-Programmable Gate Array
7 5 (4.85%) Physics
7 5 (4.85%) SystemC
7 5 (4.85%) VHDL
8 4 (3.88%) Data Integration
9 2 (1.94%) Data Protection Act
9 2 (1.94%) Data Structures
9 2 (1.94%) Mathematics
10 1 (0.97%) Algorithms
10 1 (0.97%) Public Cloud
10 1 (0.97%) User Experience
Operating Systems
1 10 (9.71%) Windows
2 5 (4.85%) Unix
3 2 (1.94%) Linux
4 1 (0.97%) Windows Server
4 1 (0.97%) Windows Server 2008
4 1 (0.97%) Windows Server 2012
Processes & Methodologies
1 31 (30.10%) Business Intelligence
2 14 (13.59%) ETL
3 12 (11.65%) Data Cleansing
4 11 (10.68%) Change Management
4 11 (10.68%) ERP
4 11 (10.68%) Root Cause Analysis
4 11 (10.68%) SDLC
5 10 (9.71%) Analytics
6 9 (8.74%) Project Management
7 8 (7.77%) Performance Tuning
7 8 (7.77%) User Acceptance Testing
8 6 (5.83%) Signal Processing
8 6 (5.83%) Stakeholder Engagement
8 6 (5.83%) Stakeholder Management
8 6 (5.83%) Validation
9 5 (4.85%) Image Processing
9 5 (4.85%) Line Management
9 5 (4.85%) Power Management
9 5 (4.85%) Software Engineering
9 5 (4.85%) Web Development
Programming Languages
1 56 (54.37%) SQL
2 25 (24.27%) T-SQL
3 19 (18.45%) VBA
4 12 (11.65%) VB
5 11 (10.68%) VBScript
6 8 (7.77%) C++
7 6 (5.83%) PL/SQL
8 5 (4.85%) C
8 5 (4.85%) Python
9 4 (3.88%) C#
9 4 (3.88%) Java
Qualifications
1 23 (22.33%) Degree
2 4 (3.88%) ACCA
2 4 (3.88%) CIMA
2 4 (3.88%) SC Cleared
2 4 (3.88%) Security Cleared
3 3 (2.91%) Microsoft Certification
4 1 (0.97%) CISA
4 1 (0.97%) PRINCE2 Practitioner
4 1 (0.97%) QiCA
Quality Assurance & Compliance
1 16 (15.53%) Data Quality
2 8 (7.77%) SLA
3 1 (0.97%) QA
System Software
1 5 (4.85%) Firmware
2 1 (0.97%) Active Directory
2 1 (0.97%) VMware Infrastructure
Vendors
1 13 (12.62%) Microsoft
2 8 (7.77%) SAP
3 6 (5.83%) Oracle
4 5 (4.85%) Cadence
4 5 (4.85%) Synopsys
4 5 (4.85%) Tableau
5 4 (3.88%) Cognos
5 4 (3.88%) Computacenter
5 4 (3.88%) IBM
6 3 (2.91%) Aareon
6 3 (2.91%) Capita
6 3 (2.91%) Castleton
6 3 (2.91%) Civica
6 3 (2.91%) Informatica
6 3 (2.91%) Kypera
6 3 (2.91%) Northgate
6 3 (2.91%) Orchard
6 3 (2.91%) Talend
7 2 (1.94%) Anaplan
7 2 (1.94%) Infor
Harpenden
Interquest - IQ Tech
Salary: £45000 per annum + Benefits
Posted: 22 hours ago
Broxbourne, Hertfordshire
Understanding Recruitment
Salary: £35000.00 - £50000.00 per annum + Excellent Benefits
Posted: 4 days ago
Hemel Hempstead
Epson Europe BV
Salary: Competitive Salary plus benefits
Posted: Yesterday
St. Albans, Hertfordshire
Understanding Recruitment
Salary: £50000.00 per annum + Benefits
Posted: 3 days ago
Hemel Hempstead
Michael Page Technology
Salary: £32000 - £38000 per annum + bonus + stock options
Posted: 15 days ago
Borehamwood, Hertfordshire
IT Connections
Salary: £35,000 to £45,000
Posted: 6 days ago
Hertfordshire
Venturi
Salary: £30000.00 - £35000.00 per annum + Benefits
Posted: 27 days ago