The table below looks at the statistics for Data Modelling skills in IT jobs advertised for the Hertfordshire region. Included is a guide to the salaries offered in IT jobs that have cited Data Modelling over the 3 months to 30 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 Aug 2016
Same period 2015 Same period 2014
Data Modelling
Rank 102 129 117
Rank change year-on-year
+27 -12
Permanent jobs citing Data Modelling 31 26 32
As % of all permanent IT jobs located in Hertfordshire 1.60% 1.08% 1.38%
As % of the Processes & Methodologies category 1.89% 1.26% 1.63%
Number of salaries quoted 26 24 30
Median salary £55,000 £41,750 £47,500
Median salary % change year-on-year
+31.73% -12.10%
90% offered a salary of more than £50,000 £35,000 £40,000
10% offered a salary of more than £71,250 £62,500 £95,500
UK excluding London median salary £47,500 £47,500 £45,000
% change year-on-year
- +5.55%
Data Modelling
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
1643 2057 1959
As % of all permanent IT jobs located in Hertfordshire 84.69% 85.74% 84.29%
Number of salaries quoted 1419 1783 1600
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 Modelling
Jobs Demand Trend in Hertfordshire

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

Data Modelling Jobs Demand Trend in Hertfordshire

Data Modelling
Salary Trend in Hertfordshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Modelling across the Hertfordshire region.

Data Modelling Salary Trend in Hertfordshire

Data Modelling
Salary Histogram in Hertfordshire

This chart provides a salary histogram for IT jobs citing Data Modelling across the Hertfordshire region over the 3 months to 30 August 2016.

Data Modelling Salary Histogram in Hertfordshire

Data Modelling
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 Modelling within the Hertfordshire region over the 3 months to 30 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
Watford +32 22 £52,500 +28.04% 1
Potters Bar - 3 £61,000 -
St Albans +13 1 £45,000 +12.50%
Hemel Hempstead - 1 - - 1
Rickmansworth - 1 £55,000 -
Data Modelling
East of England

Data Modelling
Top 30 Related IT Skills in Hertfordshire

For the 6 months to 30 August 2016, IT jobs citing Data Modelling 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 Modelling.

1 46 (67.65%) SQL
2 41 (60.29%) Oracle
3 32 (47.06%) Business Intelligence
4 27 (39.71%) ETL
5 25 (36.76%) Performance Tuning
6 24 (35.29%) Data Warehouse
7 23 (33.82%) Management Information System
7 23 (33.82%) Finance
7 23 (33.82%) Database Tuning
8 21 (30.88%) IBM
8 21 (30.88%) PL/SQL
9 20 (29.41%) Web Services
9 20 (29.41%) Java
9 20 (29.41%) Analytical Skills
10 18 (26.47%) SQL Server
10 18 (26.47%) Time Management
11 17 (25.00%) T-SQL
11 17 (25.00%) Microsoft
12 16 (23.53%) SQL Server Analysis Services
12 16 (23.53%) SQL Server Integration Services
12 16 (23.53%) Degree
12 16 (23.53%) ETL Development
13 15 (22.06%) MDX
14 14 (20.59%) Cognos
14 14 (20.59%) Computer Science
14 14 (20.59%) Retail
14 14 (20.59%) Power BI
14 14 (20.59%) SQL Server 2008
14 14 (20.59%) SQL Server 2012
15 13 (19.12%) Analytics

Data Modelling
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 8 (11.76%) SAS
1 8 (11.76%) WebLogic
2 1 (1.47%) CMS
Applications
1 5 (7.35%) MS Excel
1 5 (7.35%) MS Office
Business Applications
1 13 (19.12%) SAP BPC
2 4 (5.88%) FastStats
2 4 (5.88%) HFM
3 1 (1.47%) Remedy ITSM
Cloud Services
1 4 (5.88%) Google Analytics
Communications & Networking
1 5 (7.35%) DNS
1 5 (7.35%) Firewall
2 1 (1.47%) Wi-Fi
Database & Business Intelligence
1 24 (35.29%) Data Warehouse
2 18 (26.47%) SQL Server
3 16 (23.53%) SQL Server Analysis Services
3 16 (23.53%) SQL Server Integration Services
4 14 (20.59%) Power BI
4 14 (20.59%) SQL Server 2008
4 14 (20.59%) SQL Server 2012
5 13 (19.12%) Oracle Database
5 13 (19.12%) SAP BW
6 12 (17.65%) MS Access
6 12 (17.65%) SAP Data Services
7 10 (14.71%) OLAP
7 10 (14.71%) SQL Server Reporting Services
8 8 (11.76%) Enterprise Data Warehouse
8 8 (11.76%) Hadoop
8 8 (11.76%) OLAP Cube
8 8 (11.76%) Oracle BI Publisher
8 8 (11.76%) Oracle OLAP
8 8 (11.76%) Oracle Reports
8 8 (11.76%) QlikView
Development Applications
1 12 (17.65%) Team Foundation Server
2 9 (13.24%) Cucumber
2 9 (13.24%) HP UFT
2 9 (13.24%) Selenium
3 3 (4.41%) Toad
General
1 23 (33.82%) Finance
2 14 (20.59%) Retail
3 4 (5.88%) Marketing
4 2 (2.94%) Games
4 2 (2.94%) Interactive Media
5 1 (1.47%) Pharmaceutical
Job Titles
1 27 (39.71%) Developer
2 15 (22.06%) Architect
3 14 (20.59%) Business Intelligence Developer
4 13 (19.12%) Analyst
5 12 (17.65%) Microsoft BI Developer
5 12 (17.65%) Microsoft Developer
6 11 (16.18%) Data Architect
7 9 (13.24%) Oracle Developer
7 9 (13.24%) Test Analyst
8 4 (5.88%) Analytics Manager
8 4 (5.88%) E-Commerce Manager
8 4 (5.88%) ETL Developer
8 4 (5.88%) Insight Manager
8 4 (5.88%) Senior Developer
8 4 (5.88%) Senior Oracle Developer
8 4 (5.88%) SQL Analyst
8 4 (5.88%) Systems Analyst
9 3 (4.41%) Oracle Analyst
9 3 (4.41%) Project Manager
9 3 (4.41%) Selenium Test Analyst
Libraries, Frameworks & Software Standards
1 20 (29.41%) Web Services
2 15 (22.06%) MDX
3 12 (17.65%) .NET
3 12 (17.65%) REST
3 12 (17.65%) SOAP
4 8 (11.76%) XML
5 2 (2.94%) CSS
5 2 (2.94%) HTML
Miscellaneous
1 23 (33.82%) Management Information System
2 20 (29.41%) Analytical Skills
3 14 (20.59%) Computer Science
4 12 (17.65%) Data Integration
4 12 (17.65%) Virtual Team
5 3 (4.41%) Data Protection Act
5 3 (4.41%) iPad
6 2 (2.94%) Mobile App
6 2 (2.94%) User Experience
7 1 (1.47%) CMDB
7 1 (1.47%) e-Learning
Operating Systems
1 12 (17.65%) Unix
2 4 (5.88%) Linux
Processes & Methodologies
1 32 (47.06%) Business Intelligence
2 27 (39.71%) ETL
3 25 (36.76%) Performance Tuning
4 23 (33.82%) Database Tuning
5 18 (26.47%) Time Management
6 16 (23.53%) ETL Development
7 13 (19.12%) Agile Software Development
7 13 (19.12%) Analytics
8 12 (17.65%) Unit Testing
9 11 (16.18%) Data Migration
9 11 (16.18%) Enterprise Architecture
9 11 (16.18%) Migration
10 10 (14.71%) Scrum
11 9 (13.24%) Data Analytics
11 9 (13.24%) Database Optimisation
11 9 (13.24%) E-Commerce
11 9 (13.24%) Functional Testing
11 9 (13.24%) Regression Testing
11 9 (13.24%) Test Automation
11 9 (13.24%) Test Management
Programming Languages
1 46 (67.65%) SQL
2 21 (30.88%) PL/SQL
3 20 (29.41%) Java
4 17 (25.00%) T-SQL
5 12 (17.65%) PowerShell
5 12 (17.65%) VBA
6 3 (4.41%) Shell Script
Qualifications
1 16 (23.53%) Degree
2 4 (5.88%) ACCA
2 4 (5.88%) CIMA
Quality Assurance & Compliance
1 9 (13.24%) QA
1 9 (13.24%) SLA
Vendors
1 41 (60.29%) Oracle
2 21 (30.88%) IBM
3 17 (25.00%) Microsoft
4 14 (20.59%) Cognos
5 13 (19.12%) SAP
6 9 (13.24%) HP
7 8 (11.76%) Netezza
7 8 (11.76%) Tableau
7 8 (11.76%) Teradata
8 4 (5.88%) Google
8 4 (5.88%) Hyperion
9 3 (4.41%) JDA
9 3 (4.41%) WSO2
10 2 (2.94%) MicroStrategy
10 2 (2.94%) Sybase
11 1 (1.47%) Remedy
Hemel Hempstead
Epson Europe BV
Salary: Competitive Salary plus benefits
Posted: 11 days ago
Royston, Hertfordshire
Hotel Chocolat
Salary: From £45,000 to £55,000 per annum + bens
Posted: 14 days ago
Watford, Hertfordshire
TK Maxx
Posted: 7 days ago