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

3 months to
2 Dec 2016
Same period 2015 Same period 2014
Data Modelling
Rank 104 120 84
Rank change year-on-year
+16 -36
Permanent jobs citing Data Modelling 35 22 73
As % of all permanent IT jobs located in Hertfordshire 1.61% 1.00% 2.96%
As % of the Processes & Methodologies category 1.81% 1.19% 3.60%
Number of salaries quoted 28 17 71
Median salary £55,000 £57,400 £47,500
Median salary % change year-on-year
-4.18% +20.84%
90% offered a salary of more than £35,000 £26,121 £39,000
10% offered a salary of more than £76,500 £60,000 £82,500
UK excluding London median salary £47,500 £49,411 £45,000
% change year-on-year
-3.86% +9.80%
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
1935 1854 2026
As % of all permanent IT jobs located in Hertfordshire 88.88% 84.50% 82.12%
Number of salaries quoted 1581 1535 1666
Median salary £50,000 £52,500 £50,000
Median salary % change year-on-year
-4.76% +5.00%
90% offered a salary of more than £30,000 £30,000 £31,500
10% offered a salary of more than £75,000 £70,000 £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 2 December 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 2 December 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 +5 20 £55,000 -4.18% 2
Borehamwood - 4 £52,500 - 1
Harpenden - 1 £50,000 -
Data Modelling
East of England

Data Modelling
Top 30 Related IT Skills in Hertfordshire

For the 6 months to 2 December 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 36 (56.25%) SQL
2 32 (50.00%) Data Warehouse
3 31 (48.44%) Business Intelligence
3 31 (48.44%) Oracle
4 28 (43.75%) Management Information System
5 26 (40.63%) Finance
5 26 (40.63%) SQL Server
5 26 (40.63%) T-SQL
5 26 (40.63%) Analytical Skills
6 24 (37.50%) SQL Server 2012
7 23 (35.94%) SQL Server Analysis Services
7 23 (35.94%) Performance Tuning
7 23 (35.94%) Power BI
7 23 (35.94%) Microsoft
7 23 (35.94%) ETL
7 23 (35.94%) SQL Server Integration Services
8 22 (34.38%) Web Services
9 21 (32.81%) SQL Server 2008
9 21 (32.81%) Database Tuning
10 19 (29.69%) REST
10 19 (29.69%) SOAP
11 18 (28.13%) .NET
11 18 (28.13%) PowerShell
11 18 (28.13%) Degree
11 18 (28.13%) MDX
11 18 (28.13%) ETL Development
12 17 (26.56%) Computer Science
12 17 (26.56%) Team Foundation Server
12 17 (26.56%) Time Management
12 17 (26.56%) Unit Testing

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 (7.81%) WebLogic
2 4 (6.25%) JBoss
2 4 (6.25%) WebSphere
3 2 (3.13%) Tomcat
4 1 (1.56%) CMS
Applications
1 4 (6.25%) MS Excel
Business Applications
1 16 (25.00%) SAP BPC
2 8 (12.50%) FastStats
3 2 (3.13%) HFM
4 1 (1.56%) Remedy ITSM
Cloud Services
1 8 (12.50%) Google Analytics
2 4 (6.25%) Microsoft Azure
3 1 (1.56%) SaaS
Communications & Networking
1 11 (17.19%) DNS
1 11 (17.19%) Firewall
2 1 (1.56%) Wi-Fi
Database & Business Intelligence
1 32 (50.00%) Data Warehouse
2 26 (40.63%) SQL Server
3 24 (37.50%) SQL Server 2012
4 23 (35.94%) Power BI
4 23 (35.94%) SQL Server Analysis Services
4 23 (35.94%) SQL Server Integration Services
5 21 (32.81%) SQL Server 2008
6 17 (26.56%) MS Access
6 17 (26.56%) SAP BW
6 17 (26.56%) SAP Data Services
7 7 (10.94%) Oracle Database
8 6 (9.38%) SQL Server 2014
8 6 (9.38%) SQL Server Reporting Services
9 4 (6.25%) RDBMS
9 4 (6.25%) Relational Database
10 3 (4.69%) Oracle BI Publisher
10 3 (4.69%) Oracle Reports
11 2 (3.13%) Enterprise Data Warehouse
11 2 (3.13%) PowerPivot
11 2 (3.13%) Sybase ASE
Development Applications
1 17 (26.56%) Team Foundation Server
2 3 (4.69%) Cucumber
2 3 (4.69%) HP UFT
2 3 (4.69%) Selenium
3 2 (3.13%) JUnit
4 1 (1.56%) Oracle Forms
4 1 (1.56%) Subversion
General
1 26 (40.63%) Finance
2 11 (17.19%) Retail
3 9 (14.06%) Marketing
4 2 (3.13%) Banking
5 1 (1.56%) French Language
5 1 (1.56%) Manufacturing
5 1 (1.56%) Pharmaceutical
Job Titles
1 35 (54.69%) Developer
2 23 (35.94%) Business Intelligence Developer
3 17 (26.56%) Microsoft BI Developer
3 17 (26.56%) Microsoft Developer
4 11 (17.19%) Architect
4 11 (17.19%) Data Architect
5 10 (15.63%) Analyst
6 8 (12.50%) Analytics Manager
6 8 (12.50%) E-Commerce Manager
6 8 (12.50%) Insight Manager
7 7 (10.94%) Analyst Developer
8 6 (9.38%) Developer Analyst
9 5 (7.81%) Business Intelligence Analyst
9 5 (7.81%) Senior Developer
10 4 (6.25%) Business Developer
10 4 (6.25%) Data Analyst
10 4 (6.25%) Data Warehouse Analyst
10 4 (6.25%) Data Warehouse Developer
10 4 (6.25%) Oracle Developer
11 3 (4.69%) Test Analyst
Libraries, Frameworks & Software Standards
1 22 (34.38%) Web Services
2 19 (29.69%) REST
2 19 (29.69%) SOAP
3 18 (28.13%) .NET
3 18 (28.13%) MDX
4 6 (9.38%) XML
5 4 (6.25%) Java EE
6 2 (3.13%) Ajax
6 2 (3.13%) GWT
6 2 (3.13%) Hibernate
6 2 (3.13%) Spring
7 1 (1.56%) ASP.NET
7 1 (1.56%) JSON
Miscellaneous
1 28 (43.75%) Management Information System
2 26 (40.63%) Analytical Skills
3 17 (26.56%) Computer Science
4 7 (10.94%) Data Integration
5 4 (6.25%) Virtual Team
6 3 (4.69%) Data Protection Act
7 1 (1.56%) CMDB
7 1 (1.56%) Fintech
7 1 (1.56%) Life Science
7 1 (1.56%) Performance Metrics
Operating Systems
1 7 (10.94%) Unix
2 6 (9.38%) Linux
3 4 (6.25%) Windows
3 4 (6.25%) Windows Server
Processes & Methodologies
1 31 (48.44%) Business Intelligence
2 23 (35.94%) ETL
2 23 (35.94%) Performance Tuning
3 21 (32.81%) Database Tuning
4 18 (28.13%) ETL Development
5 17 (26.56%) Time Management
5 17 (26.56%) Unit Testing
6 14 (21.88%) Analytics
7 10 (15.63%) Data Architecture
8 8 (12.50%) Business Development
8 8 (12.50%) E-Commerce
8 8 (12.50%) Kalman Filter
9 7 (10.94%) Agile Software Development
9 7 (10.94%) UML
10 6 (9.38%) Scrum
10 6 (9.38%) TDD
11 5 (7.81%) ERP
11 5 (7.81%) Migration
11 5 (7.81%) Physical Data Model
11 5 (7.81%) Project Management
Programming Languages
1 36 (56.25%) SQL
2 26 (40.63%) T-SQL
3 18 (28.13%) PowerShell
4 17 (26.56%) VBA
5 12 (18.75%) Java
6 7 (10.94%) PL/SQL
7 4 (6.25%) Shell Script
8 2 (3.13%) JavaScript
8 2 (3.13%) Python
9 1 (1.56%) ABAP
9 1 (1.56%) C#
9 1 (1.56%) R
9 1 (1.56%) Scala
9 1 (1.56%) VBScript
Qualifications
1 18 (28.13%) Degree
2 2 (3.13%) ACCA
2 2 (3.13%) CIMA
Quality Assurance & Compliance
1 4 (6.25%) SLA
2 3 (4.69%) QA
Vendors
1 31 (48.44%) Oracle
2 23 (35.94%) Microsoft
3 17 (26.56%) Cognos
3 17 (26.56%) IBM
3 17 (26.56%) SAP
4 8 (12.50%) Google
5 4 (6.25%) Sybase
5 4 (6.25%) Teradata
6 3 (4.69%) HP
7 2 (3.13%) Hyperion
7 2 (3.13%) Tableau
8 1 (1.56%) Remedy
8 1 (1.56%) Salesforce.com
Borehamwood, Hertfordshire
ninesharp
Salary: £50000 - £55000 per annum + Excellent Benefits
Posted: 18 hours ago
Watford, Hertfordshire
Crimson Ltd
Salary: £45000 - £55000 per annum + benefits
Posted: 2 days ago
Watford, Hertfordshire
Stafford-Sharp Associates
Salary: £35000.00 - £42000.00 per annum + Bens
Posted: Yesterday