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 21 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
21 Jan 2017
Same period 2016 Same period 2015
Data Modelling
East of England / Hertfordshire
Rank 100 112 87
Rank change year-on-year
+12 -25
Permanent jobs citing Data Modelling 31 26 59
As % of all permanent IT jobs located in Hertfordshire 1.54% 1.26% 2.86%
As % of the Processes & Methodologies category 1.77% 1.50% 3.39%
Number of salaries quoted 29 23 59
Median salary £52,500 £55,000 £47,500
Median salary % change year-on-year
-4.54% +15.78%
90% offered a salary of more than £35,000 £36,000 £40,000
10% offered a salary of more than £75,000 £65,000 £85,000
UK excluding London median salary £47,500 £47,500 £45,000
% change year-on-year
- +5.55%

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
1750 1736 1739
As % of all permanent IT jobs located in Hertfordshire 87.19% 83.99% 84.21%
Number of salaries quoted 1442 1470 1356
Median salary £50,000 £53,000 £50,000
Median salary % change year-on-year
-5.66% +6.00%
90% offered a salary of more than £30,000 £32,500 £32,500
10% offered a salary of more than £70,000 £72,500 £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 21 January 2017.

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 21 January 2017. 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 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 -1 13 £62,500 +13.63%
Borehamwood - 8 £52,500 -
Harpenden - 1 £50,000 -
Data Modelling
East of England

Data Modelling
Top 30 Related IT Skills in Hertfordshire

For the 6 months to 21 January 2017, 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 37 (58.73%) Data Warehouse
2 34 (53.97%) SQL
3 29 (46.03%) Business Intelligence
4 28 (44.44%) Oracle
4 28 (44.44%) Finance
5 25 (39.68%) SQL Server
5 25 (39.68%) T-SQL
6 23 (36.51%) SQL Server 2012
7 22 (34.92%) Analytical Skills
7 22 (34.92%) Power BI
7 22 (34.92%) Microsoft
7 22 (34.92%) SQL Server Integration Services
7 22 (34.92%) SQL Server Analysis Services
8 21 (33.33%) Analytics
9 19 (30.16%) SQL Server 2008
9 19 (30.16%) Management Information System
10 15 (23.81%) ETL
11 14 (22.22%) SOAP
11 14 (22.22%) Web Services
11 14 (22.22%) REST
11 14 (22.22%) Data Architecture
12 13 (20.63%) Performance Tuning
12 13 (20.63%) ETL Development
12 13 (20.63%) Degree
13 12 (19.05%) MDX
13 12 (19.05%) Agile Software Development
13 12 (19.05%) SAP
13 12 (19.05%) Java
13 12 (19.05%) .NET
13 12 (19.05%) SAP BW

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 5 (7.94%) JBoss
1 5 (7.94%) WebSphere
2 3 (4.76%) WebLogic
3 2 (3.17%) Tomcat
Applications
1 8 (12.70%) MS Excel
Business Applications
1 11 (17.46%) SAP BPC
2 8 (12.70%) FastStats
Cloud Services
1 8 (12.70%) Google Analytics
1 8 (12.70%) Microsoft Azure
2 1 (1.59%) SaaS
Communications & Networking
1 11 (17.46%) DNS
1 11 (17.46%) Firewall
Database & Business Intelligence
1 37 (58.73%) Data Warehouse
2 25 (39.68%) SQL Server
3 23 (36.51%) SQL Server 2012
4 22 (34.92%) Power BI
4 22 (34.92%) SQL Server Analysis Services
4 22 (34.92%) SQL Server Integration Services
5 19 (30.16%) SQL Server 2008
6 12 (19.05%) SAP BW
7 11 (17.46%) MS Access
7 11 (17.46%) SAP Data Services
7 11 (17.46%) SQL Server 2014
7 11 (17.46%) SQL Server Reporting Services
8 7 (11.11%) Oracle Database
9 5 (7.94%) RDBMS
9 5 (7.94%) Relational Database
10 4 (6.35%) Enterprise Data Warehouse
10 4 (6.35%) QlikView
11 3 (4.76%) PowerPivot
12 2 (3.17%) Sybase ASE
13 1 (1.59%) DB2
Development Applications
1 11 (17.46%) Team Foundation Server
2 4 (6.35%) Cucumber
2 4 (6.35%) HP UFT
2 4 (6.35%) Selenium
3 3 (4.76%) JUnit
4 1 (1.59%) Oracle Forms
4 1 (1.59%) Subversion
General
1 28 (44.44%) Finance
2 10 (15.87%) Marketing
2 10 (15.87%) Retail
3 6 (9.52%) Banking
4 2 (3.17%) French Language
4 2 (3.17%) Manufacturing
5 1 (1.59%) Pharmaceutical
Job Titles
1 32 (50.79%) Developer
2 22 (34.92%) Business Intelligence Developer
3 16 (25.40%) Analyst
4 15 (23.81%) Architect
4 15 (23.81%) Data Architect
5 12 (19.05%) Analyst Developer
6 11 (17.46%) Developer Analyst
6 11 (17.46%) Microsoft BI Developer
6 11 (17.46%) Microsoft Developer
7 9 (14.29%) Business Intelligence Analyst
8 8 (12.70%) Analytics Manager
8 8 (12.70%) Business Developer
8 8 (12.70%) Data Analyst
8 8 (12.70%) Data Warehouse Analyst
8 8 (12.70%) Data Warehouse Developer
8 8 (12.70%) E-Commerce Manager
8 8 (12.70%) Insight Manager
9 6 (9.52%) Senior Developer
10 4 (6.35%) Administrator
10 4 (6.35%) Test Analyst
Libraries, Frameworks & Software Standards
1 14 (22.22%) REST
1 14 (22.22%) SOAP
1 14 (22.22%) Web Services
2 12 (19.05%) .NET
2 12 (19.05%) MDX
3 5 (7.94%) Java EE
4 4 (6.35%) XML
5 3 (4.76%) Ajax
5 3 (4.76%) GWT
5 3 (4.76%) Hibernate
5 3 (4.76%) Spring
6 1 (1.59%) ASP.NET
6 1 (1.59%) JSON
Miscellaneous
1 22 (34.92%) Analytical Skills
2 19 (30.16%) Management Information System
3 11 (17.46%) Computer Science
4 6 (9.52%) Data Integration
5 2 (3.17%) Life Science
5 2 (3.17%) Performance Metrics
6 1 (1.59%) Data Protection Act
6 1 (1.59%) Fintech
Operating Systems
1 10 (15.87%) Unix
2 8 (12.70%) Linux
3 6 (9.52%) Windows
3 6 (9.52%) Windows Server
Processes & Methodologies
1 29 (46.03%) Business Intelligence
2 21 (33.33%) Analytics
3 15 (23.81%) ETL
4 14 (22.22%) Data Architecture
5 13 (20.63%) ETL Development
5 13 (20.63%) Performance Tuning
6 12 (19.05%) Agile Software Development
7 11 (17.46%) Database Tuning
7 11 (17.46%) Time Management
7 11 (17.46%) Unit Testing
8 10 (15.87%) Data Analytics
9 9 (14.29%) Data Migration
9 9 (14.29%) ERP
9 9 (14.29%) Migration
10 8 (12.70%) Business Development
10 8 (12.70%) E-Commerce
10 8 (12.70%) Kalman Filter
10 8 (12.70%) TDD
11 7 (11.11%) Scrum
12 6 (9.52%) OOD
Programming Languages
1 34 (53.97%) SQL
2 25 (39.68%) T-SQL
3 12 (19.05%) Java
3 12 (19.05%) PowerShell
4 11 (17.46%) VBA
5 6 (9.52%) Python
5 6 (9.52%) Shell Script
6 5 (7.94%) R
7 4 (6.35%) PL/SQL
8 2 (3.17%) JavaScript
8 2 (3.17%) VBScript
9 1 (1.59%) ABAP
9 1 (1.59%) C#
9 1 (1.59%) Scala
Qualifications
1 13 (20.63%) Degree
Quality Assurance & Compliance
1 4 (6.35%) QA
Vendors
1 28 (44.44%) Oracle
2 22 (34.92%) Microsoft
3 12 (19.05%) SAP
4 11 (17.46%) Cognos
4 11 (17.46%) IBM
5 10 (15.87%) Teradata
6 8 (12.70%) Google
7 5 (7.94%) Sybase
8 4 (6.35%) HP
8 4 (6.35%) Tableau
9 2 (3.17%) Salesforce.com
Royston, Hertfordshire
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Salary: £competitive + Bonus + Bens
Posted: 3 days ago
Hertfordshire
Michael Page Technology
Salary: £40000 - £48000 per annum + Bonus + Benefits
Posted: 2 days ago