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

3 months to
25 Aug 2016
Same period 2015 Same period 2014
Data Analysis
Rank 72 116 116
Rank change year-on-year
+44 0
Permanent jobs citing Data Analysis 63 35 32
As % of all permanent IT jobs located in Hertfordshire 3.24% 1.43% 1.33%
As % of the Processes & Methodologies category 3.83% 1.67% 1.57%
Number of salaries quoted 58 28 27
Median salary £40,000 £37,500 £32,500
Median salary % change year-on-year
+6.66% +15.38%
90% offered a salary of more than £32,500 £32,500 £26,000
10% offered a salary of more than £60,000 £47,500 £46,000
UK excluding London median salary £40,000 £40,000 £38,500
% change year-on-year
- +3.89%
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
1645 2095 2035
As % of all permanent IT jobs located in Hertfordshire 84.62% 85.62% 84.47%
Number of salaries quoted 1411 1804 1667
Median salary £50,000 £50,000 £47,500
Median salary % change year-on-year
- +5.26%
90% offered a salary of more than £32,500 £31,500 £32,500
10% offered a salary of more than £70,000 £75,000 £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 August 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 25 August 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
Broxbourne - 12 £42,500 -
Borehamwood - 9 £40,000 -
Welwyn Garden City +3 6 £32,500 - 1
Watford +17 5 £60,000 +50.00%
Stevenage -5 5 £45,000 +28.57%
St Albans +8 3 £50,000 +5.26%
Hemel Hempstead - 3 £34,000 -
Potters Bar - 3 £61,000 -
Hertford - 1 £45,000 -
Data Analysis
East of England

Data Analysis
Top 30 Related IT Skills in Hertfordshire

For the 6 months to 25 August 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 53 (48.18%) SQL
2 33 (30.00%) Analytical Skills
3 32 (29.09%) Business Intelligence
3 32 (29.09%) Finance
4 29 (26.36%) Degree
5 24 (21.82%) MS Excel
6 23 (20.91%) Data Warehouse
7 21 (19.09%) T-SQL
8 17 (15.45%) SQL Server
9 16 (14.55%) Windows
9 16 (14.55%) VBA
10 15 (13.64%) Data Quality
10 15 (13.64%) SDLC
11 13 (11.82%) Relational Database
11 13 (11.82%) Augmented Reality
11 13 (11.82%) Microsoft
11 13 (11.82%) SQL Server Reporting Services
12 12 (10.91%) ETL
12 12 (10.91%) C++
12 12 (10.91%) Root Cause Analysis
13 11 (10.00%) Data Cleansing
13 11 (10.00%) Computer Science
13 11 (10.00%) MS Office
13 11 (10.00%) Visual Studio
13 11 (10.00%) Management Information System
13 11 (10.00%) Change Management
14 10 (9.09%) Retail
14 10 (9.09%) Data Extraction
14 10 (9.09%) Signal Processing
15 9 (8.18%) 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:

Applications
1 24 (21.82%) MS Excel
2 11 (10.00%) MS Office
3 9 (8.18%) MS PowerPoint
4 4 (3.64%) MS Visio
4 4 (3.64%) SPSS
Business Applications
1 3 (2.73%) Aareon QL
1 3 (2.73%) Academy Housing
1 3 (2.73%) MIS ActiveH
1 3 (2.73%) Northgate Housing
1 3 (2.73%) OPENHousing
1 3 (2.73%) Orchard Housing
2 2 (1.82%) Cognos TM1
2 2 (1.82%) Hyperion Planning
Communications & Networking
1 4 (3.64%) LAN
1 4 (3.64%) WAN
1 4 (3.64%) Wireshark
Database & Business Intelligence
1 23 (20.91%) Data Warehouse
2 17 (15.45%) SQL Server
3 13 (11.82%) Relational Database
3 13 (11.82%) SQL Server Reporting Services
4 9 (8.18%) Data Mining
5 5 (4.55%) SAP BW
5 5 (4.55%) SQL Server 2008
5 5 (4.55%) SQL Server 2014
6 4 (3.64%) MS Access
7 3 (2.73%) DTS
7 3 (2.73%) RDBMS
7 3 (2.73%) SQL Server Integration Services
8 2 (1.82%) Crystal Reports
8 2 (1.82%) QlikView
8 2 (1.82%) SQL Server 2000
8 2 (1.82%) SQL Server 2005
9 1 (0.91%) Big Data
9 1 (0.91%) Microsoft Analysis Services
9 1 (0.91%) Power BI
Development Applications
1 11 (10.00%) Visual Studio
2 9 (8.18%) LabVIEW
3 3 (2.73%) Talend Open Studio
General
1 32 (29.09%) Finance
2 10 (9.09%) Retail
3 9 (8.18%) Telecoms
4 7 (6.36%) Marketing
5 3 (2.73%) Games
5 3 (2.73%) Legal
6 2 (1.82%) Manufacturing
Job Titles
1 62 (56.36%) Analyst
2 20 (18.18%) SQL Analyst
3 15 (13.64%) Business Analyst
4 13 (11.82%) Developer
4 13 (11.82%) SQL Data Analyst
5 12 (10.91%) Data Analyst
6 10 (9.09%) Consultant
7 9 (8.18%) C++ Developer
7 9 (8.18%) C++ Software Developer
7 9 (8.18%) Software Developer
7 9 (8.18%) Systems Analyst
8 7 (6.36%) Data Business Analyst
9 6 (5.45%) Business Consultant
10 5 (4.55%) Architect
10 5 (4.55%) Customer Engineer
10 5 (4.55%) Data Architect
10 5 (4.55%) Data Engineer
10 5 (4.55%) Senior Analyst
10 5 (4.55%) Senior Data Analyst
10 5 (4.55%) SQL Server Analyst
Libraries, Frameworks & Software Standards
1 3 (2.73%) XML
2 1 (0.91%) .NET
2 1 (0.91%) ASP.NET
2 1 (0.91%) ASP.NET MVC
2 1 (0.91%) jQuery
Miscellaneous
1 33 (30.00%) Analytical Skills
2 13 (11.82%) Augmented Reality
3 11 (10.00%) Computer Science
3 11 (10.00%) Management Information System
4 10 (9.09%) Data Extraction
5 9 (8.18%) Physics
6 7 (6.36%) Data Conversion
7 6 (5.45%) Statistics
8 5 (4.55%) 3D Graphics
8 5 (4.55%) ASIC
8 5 (4.55%) Field-Programmable Gate Array
8 5 (4.55%) SystemC
8 5 (4.55%) VHDL
9 4 (3.64%) Algorithms
10 3 (2.73%) Data Integration
10 3 (2.73%) Data Protection Act
11 2 (1.82%) Mathematics
12 1 (0.91%) EPoS
12 1 (0.91%) FMCG
12 1 (0.91%) MMIC
Operating Systems
1 16 (14.55%) Windows
2 7 (6.36%) Unix
3 4 (3.64%) Linux
Processes & Methodologies
1 32 (29.09%) Business Intelligence
2 15 (13.64%) SDLC
3 12 (10.91%) ETL
3 12 (10.91%) Root Cause Analysis
4 11 (10.00%) Change Management
4 11 (10.00%) Data Cleansing
5 10 (9.09%) Signal Processing
6 9 (8.18%) Analytics
6 9 (8.18%) Data Acquisition
6 9 (8.18%) ERP
6 9 (8.18%) Image Processing
6 9 (8.18%) OO
6 9 (8.18%) OOD
6 9 (8.18%) Software Engineering
6 9 (8.18%) Web Development
7 8 (7.27%) Project Management
8 7 (6.36%) Performance Tuning
8 7 (6.36%) Stakeholder Engagement
8 7 (6.36%) User Acceptance Testing
9 6 (5.45%) Validation
Programming Languages
1 53 (48.18%) SQL
2 21 (19.09%) T-SQL
3 16 (14.55%) VBA
4 12 (10.91%) C++
5 9 (8.18%) VB
5 9 (8.18%) VBScript
6 7 (6.36%) PL/SQL
7 5 (4.55%) C
7 5 (4.55%) Python
8 4 (3.64%) C#
9 3 (2.73%) Java
Qualifications
1 29 (26.36%) Degree
2 4 (3.64%) ACCA
2 4 (3.64%) CIMA
3 3 (2.73%) Microsoft Certification
3 3 (2.73%) SC Cleared
3 3 (2.73%) Security Cleared
4 1 (0.91%) CISA
4 1 (0.91%) PRINCE2 Practitioner
4 1 (0.91%) QiCA
Quality Assurance & Compliance
1 15 (13.64%) Data Quality
2 7 (6.36%) SLA
3 1 (0.91%) QA
System Software
1 5 (4.55%) Firmware
Vendors
1 13 (11.82%) Microsoft
2 8 (7.27%) SAP
3 5 (4.55%) Cadence
3 5 (4.55%) Cognos
3 5 (4.55%) Oracle
3 5 (4.55%) Synopsys
4 4 (3.64%) Cisco
4 4 (3.64%) Computacenter
4 4 (3.64%) Tableau
5 3 (2.73%) Aareon
5 3 (2.73%) Capita
5 3 (2.73%) Castleton
5 3 (2.73%) Civica
5 3 (2.73%) Informatica
5 3 (2.73%) Kypera
5 3 (2.73%) Northgate
5 3 (2.73%) Orchard
5 3 (2.73%) Talend
6 2 (1.82%) Anaplan
6 2 (1.82%) Infor
Harpenden
Interquest - IQ Tech
Salary: £45000 per annum + Benefits
Posted: 2 days ago
Hertfordshire
Lorien Resourcing
Salary: £24000 - £27000 per annum + Benefits
Posted: 2 days ago
Welwyn Garden City
Recruitment Genius Ltd
Salary: £24000 - £27000 per annum
Posted: 2 days ago