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

3 months to
29 Jul 2016
Same period 2015 Same period 2014
Data Modelling
Rank 111 133 125
Rank change year-on-year
+22 -8
Permanent jobs citing Data Modelling 30 30 28
As % of all permanent IT jobs located in Hertfordshire 1.51% 1.23% 1.12%
As % of the Processes & Methodologies category 1.80% 1.45% 1.34%
Number of salaries quoted 29 28 27
Median salary £52,500 £50,000 £50,000
Median salary % change year-on-year
+5.00% -
90% offered a salary of more than £45,000 £35,000 £40,000
10% offered a salary of more than £70,000 £62,500 £72,500
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
1664 2066 2083
As % of all permanent IT jobs located in Hertfordshire 83.66% 84.88% 83.59%
Number of salaries quoted 1383 1731 1725
Median salary £50,000 £49,000 £48,000
Median salary % change year-on-year
+2.04% +2.08%
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 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 29 July 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 29 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
Watford +21 16 £52,500 +5.00% 1
St Albans +20 2 £45,000 +12.50%
Potters Bar - 2 £61,000 -
Hemel Hempstead - 1 - -
Rickmansworth - 1 £55,000 -
Data Modelling
East of England

Data Modelling
Top 30 Related IT Skills in Hertfordshire

For the 6 months to 29 July 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 41 (70.69%) SQL
2 38 (65.52%) Oracle
3 28 (48.28%) Business Intelligence
4 24 (41.38%) ETL
5 22 (37.93%) PL/SQL
6 21 (36.21%) Java
6 21 (36.21%) Finance
7 19 (32.76%) Data Warehouse
7 19 (32.76%) Database Tuning
7 19 (32.76%) Performance Tuning
8 17 (29.31%) IBM
9 16 (27.59%) Web Services
9 16 (27.59%) Analytical Skills
10 15 (25.86%) Management Information System
11 14 (24.14%) Time Management
11 14 (24.14%) Oracle Database
12 13 (22.41%) Virtual Team
12 13 (22.41%) Agile Software Development
12 13 (22.41%) SQL Server
12 13 (22.41%) Microsoft
12 13 (22.41%) Unix
13 12 (20.69%) Migration
13 12 (20.69%) Data Migration
13 12 (20.69%) SQL Server Analysis Services
13 12 (20.69%) SQL Server Integration Services
13 12 (20.69%) Degree
13 12 (20.69%) ETL Development
14 11 (18.97%) MDX
14 11 (18.97%) Enterprise Architecture
14 11 (18.97%) Data Integration

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 (13.79%) SAS
1 8 (13.79%) WebLogic
2 1 (1.72%) CMS
Applications
1 5 (8.62%) MS Excel
1 5 (8.62%) MS Office
Business Applications
1 9 (15.52%) SAP BPC
2 4 (6.90%) HFM
3 1 (1.72%) Remedy ITSM
Cloud Services
1 1 (1.72%) Google Analytics
Communications & Networking
1 1 (1.72%) DNS
1 1 (1.72%) Firewall
1 1 (1.72%) Wi-Fi
Database & Business Intelligence
1 19 (32.76%) Data Warehouse
2 14 (24.14%) Oracle Database
3 13 (22.41%) SQL Server
4 12 (20.69%) SQL Server Analysis Services
4 12 (20.69%) SQL Server Integration Services
5 10 (17.24%) OLAP
5 10 (17.24%) Power BI
5 10 (17.24%) SQL Server 2008
5 10 (17.24%) SQL Server 2012
5 10 (17.24%) SQL Server Reporting Services
6 9 (15.52%) SAP BW
7 8 (13.79%) Enterprise Data Warehouse
7 8 (13.79%) Hadoop
7 8 (13.79%) MS Access
7 8 (13.79%) OLAP Cube
7 8 (13.79%) Oracle BI Publisher
7 8 (13.79%) Oracle OLAP
7 8 (13.79%) Oracle Reports
7 8 (13.79%) QlikView
7 8 (13.79%) SAP Data Services
Development Applications
1 9 (15.52%) Cucumber
1 9 (15.52%) HP UFT
1 9 (15.52%) Selenium
2 8 (13.79%) Team Foundation Server
3 4 (6.90%) Toad
General
1 21 (36.21%) Finance
2 11 (18.97%) Retail
3 2 (3.45%) Games
3 2 (3.45%) Interactive Media
4 1 (1.72%) Marketing
4 1 (1.72%) Pharmaceutical
Job Titles
1 21 (36.21%) Developer
2 14 (24.14%) Analyst
2 14 (24.14%) Architect
3 10 (17.24%) Business Intelligence Developer
3 10 (17.24%) Data Architect
4 9 (15.52%) Oracle Developer
4 9 (15.52%) Test Analyst
5 8 (13.79%) Microsoft BI Developer
5 8 (13.79%) Microsoft Developer
6 5 (8.62%) Systems Analyst
7 4 (6.90%) ETL Developer
7 4 (6.90%) Oracle Analyst
7 4 (6.90%) Senior Developer
7 4 (6.90%) Senior Oracle Developer
7 4 (6.90%) SQL Analyst
8 3 (5.17%) Selenium Test Analyst
9 2 (3.45%) Data Warehouse Developer
9 2 (3.45%) SSAS Developer
9 2 (3.45%) SSRS Developer
9 2 (3.45%) User Experience Architect
Libraries, Frameworks & Software Standards
1 16 (27.59%) Web Services
2 11 (18.97%) MDX
3 8 (13.79%) .NET
3 8 (13.79%) REST
3 8 (13.79%) SOAP
3 8 (13.79%) XML
4 2 (3.45%) CSS
4 2 (3.45%) HTML
Miscellaneous
1 16 (27.59%) Analytical Skills
2 15 (25.86%) Management Information System
3 13 (22.41%) Virtual Team
4 11 (18.97%) Data Integration
5 10 (17.24%) Computer Science
6 4 (6.90%) iPad
7 2 (3.45%) Data Protection Act
7 2 (3.45%) Mobile App
7 2 (3.45%) User Experience
8 1 (1.72%) CMDB
8 1 (1.72%) e-Learning
8 1 (1.72%) FMCG
Operating Systems
1 13 (22.41%) Unix
2 2 (3.45%) Linux
Processes & Methodologies
1 28 (48.28%) Business Intelligence
2 24 (41.38%) ETL
3 19 (32.76%) Database Tuning
3 19 (32.76%) Performance Tuning
4 14 (24.14%) Time Management
5 13 (22.41%) Agile Software Development
6 12 (20.69%) Data Migration
6 12 (20.69%) ETL Development
6 12 (20.69%) Migration
7 11 (18.97%) Enterprise Architecture
8 9 (15.52%) Analytics
8 9 (15.52%) Database Optimisation
8 9 (15.52%) Exploratory Testing
8 9 (15.52%) Physical Data Model
8 9 (15.52%) Regression Testing
8 9 (15.52%) Scrum
8 9 (15.52%) SDLC
8 9 (15.52%) Smoke Testing
8 9 (15.52%) Test Automation
8 9 (15.52%) Test Management
Programming Languages
1 41 (70.69%) SQL
2 22 (37.93%) PL/SQL
3 21 (36.21%) Java
4 11 (18.97%) T-SQL
5 8 (13.79%) PowerShell
5 8 (13.79%) VBA
6 4 (6.90%) Shell Script
Qualifications
1 12 (20.69%) Degree
2 4 (6.90%) ACCA
2 4 (6.90%) CIMA
Quality Assurance & Compliance
1 9 (15.52%) QA
1 9 (15.52%) SLA
Vendors
1 38 (65.52%) Oracle
2 17 (29.31%) IBM
3 13 (22.41%) Microsoft
4 10 (17.24%) Cognos
5 9 (15.52%) HP
5 9 (15.52%) SAP
6 8 (13.79%) Netezza
6 8 (13.79%) Tableau
6 8 (13.79%) Teradata
7 4 (6.90%) Hyperion
7 4 (6.90%) JDA
7 4 (6.90%) WSO2
8 2 (3.45%) MicroStrategy
9 1 (1.72%) Google
9 1 (1.72%) Remedy
Watford, Hertfordshire
Premier IT
Salary: £45000 - £55000 per annum + Benefits
Posted: 20 hours ago