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

3 months to
25 Sep 2016
Same period 2015 Same period 2014
Data Modelling
Rank 109 127 109
Rank change year-on-year
+18 -18
Permanent jobs citing Data Modelling 27 27 38
As % of all permanent IT jobs located in Hertfordshire 1.35% 1.12% 1.64%
As % of the Processes & Methodologies category 1.57% 1.32% 1.95%
Number of salaries quoted 18 24 37
Median salary £55,000 £41,000 £47,500
Median salary % change year-on-year
+34.14% -13.68%
90% offered a salary of more than £51,750 £35,000 £37,800
10% offered a salary of more than £65,200 £62,500 £100,000
UK excluding London median salary £47,500 £50,000 £45,000
% change year-on-year
-5.00% +11.11%
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
1722 2039 1949
As % of all permanent IT jobs located in Hertfordshire 86.01% 84.71% 83.97%
Number of salaries quoted 1447 1768 1600
Median salary £50,000 £50,000 £50,000
90% offered a salary of more than £32,500 £31,000 £30,000
10% offered a salary of more than £70,000 £75,000 £72,500
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 25 September 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 25 September 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 23 £55,000 +34.14%
Potters Bar - 3 £61,000 -
Hemel Hempstead -2 1 - - 1
Data Modelling
East of England

Data Modelling
Top 30 Related IT Skills in Hertfordshire

For the 6 months to 25 September 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 45 (65.22%) SQL
2 40 (57.97%) Oracle
3 36 (52.17%) Business Intelligence
4 31 (44.93%) Management Information System
5 29 (42.03%) Performance Tuning
6 28 (40.58%) Data Warehouse
6 28 (40.58%) ETL
7 27 (39.13%) Database Tuning
8 24 (34.78%) Web Services
8 24 (34.78%) Analytical Skills
9 23 (33.33%) IBM
10 22 (31.88%) SQL Server
10 22 (31.88%) Finance
11 21 (30.43%) T-SQL
11 21 (30.43%) Time Management
12 20 (28.99%) SQL Server Analysis Services
12 20 (28.99%) SQL Server Integration Services
12 20 (28.99%) Microsoft
12 20 (28.99%) ETL Development
13 19 (27.54%) MDX
14 18 (26.09%) Computer Science
14 18 (26.09%) Degree
14 18 (26.09%) SQL Server 2008
14 18 (26.09%) Cognos
14 18 (26.09%) Power BI
14 18 (26.09%) SQL Server 2012
15 17 (24.64%) Analytics
15 17 (24.64%) SAP BPC
15 17 (24.64%) SAP
15 17 (24.64%) 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 8 (11.59%) SAS
1 8 (11.59%) WebLogic
2 1 (1.45%) CMS
Applications
1 4 (5.80%) MS Excel
1 4 (5.80%) MS Office
Business Applications
1 17 (24.64%) SAP BPC
2 8 (11.59%) FastStats
3 4 (5.80%) HFM
4 1 (1.45%) Remedy ITSM
Cloud Services
1 8 (11.59%) Google Analytics
Communications & Networking
1 9 (13.04%) DNS
1 9 (13.04%) Firewall
2 1 (1.45%) Wi-Fi
Database & Business Intelligence
1 28 (40.58%) Data Warehouse
2 22 (31.88%) SQL Server
3 20 (28.99%) SQL Server Analysis Services
3 20 (28.99%) SQL Server Integration Services
4 18 (26.09%) Power BI
4 18 (26.09%) SQL Server 2008
4 18 (26.09%) SQL Server 2012
5 17 (24.64%) SAP BW
6 16 (23.19%) MS Access
6 16 (23.19%) SAP Data Services
7 10 (14.49%) OLAP
7 10 (14.49%) SQL Server Reporting Services
8 8 (11.59%) Enterprise Data Warehouse
8 8 (11.59%) Hadoop
8 8 (11.59%) OLAP Cube
8 8 (11.59%) Oracle BI Publisher
8 8 (11.59%) Oracle Database
8 8 (11.59%) Oracle OLAP
8 8 (11.59%) Oracle Reports
8 8 (11.59%) QlikView
Development Applications
1 16 (23.19%) Team Foundation Server
2 7 (10.14%) Cucumber
2 7 (10.14%) HP UFT
2 7 (10.14%) Selenium
General
1 22 (31.88%) Finance
2 15 (21.74%) Retail
3 8 (11.59%) Marketing
4 1 (1.45%) Pharmaceutical
Job Titles
1 31 (44.93%) Developer
2 18 (26.09%) Business Intelligence Developer
3 16 (23.19%) Microsoft BI Developer
3 16 (23.19%) Microsoft Developer
4 13 (18.84%) Architect
5 11 (15.94%) Data Architect
6 9 (13.04%) Oracle Developer
7 8 (11.59%) Analyst
7 8 (11.59%) Analytics Manager
7 8 (11.59%) E-Commerce Manager
7 8 (11.59%) Insight Manager
8 7 (10.14%) Test Analyst
9 4 (5.80%) ETL Developer
9 4 (5.80%) Senior Developer
9 4 (5.80%) Senior Oracle Developer
9 4 (5.80%) SQL Analyst
10 3 (4.35%) Project Manager
10 3 (4.35%) Selenium Test Analyst
11 2 (2.90%) DBA
11 2 (2.90%) Information Architect
Libraries, Frameworks & Software Standards
1 24 (34.78%) Web Services
2 19 (27.54%) MDX
3 16 (23.19%) .NET
3 16 (23.19%) REST
3 16 (23.19%) SOAP
4 8 (11.59%) XML
Miscellaneous
1 31 (44.93%) Management Information System
2 24 (34.78%) Analytical Skills
3 18 (26.09%) Computer Science
4 10 (14.49%) Data Integration
5 9 (13.04%) Virtual Team
6 3 (4.35%) Data Protection Act
7 1 (1.45%) CMDB
7 1 (1.45%) e-Learning
Operating Systems
1 7 (10.14%) Unix
2 4 (5.80%) Linux
Processes & Methodologies
1 36 (52.17%) Business Intelligence
2 29 (42.03%) Performance Tuning
3 28 (40.58%) ETL
4 27 (39.13%) Database Tuning
5 21 (30.43%) Time Management
6 20 (28.99%) ETL Development
7 17 (24.64%) Analytics
8 16 (23.19%) Unit Testing
9 11 (15.94%) Enterprise Architecture
10 9 (13.04%) Data Analytics
10 9 (13.04%) Database Optimisation
10 9 (13.04%) Physical Data Model
10 9 (13.04%) SDLC
11 8 (11.59%) Agile Software Development
11 8 (11.59%) Business Development
11 8 (11.59%) Data Migration
11 8 (11.59%) E-Commerce
11 8 (11.59%) Kalman Filter
11 8 (11.59%) Multithreading
11 8 (11.59%) Scrum
Programming Languages
1 45 (65.22%) SQL
2 21 (30.43%) T-SQL
3 16 (23.19%) PL/SQL
3 16 (23.19%) PowerShell
3 16 (23.19%) VBA
4 15 (21.74%) Java
Qualifications
1 18 (26.09%) Degree
2 4 (5.80%) ACCA
2 4 (5.80%) CIMA
Quality Assurance & Compliance
1 9 (13.04%) SLA
2 7 (10.14%) QA
Vendors
1 40 (57.97%) Oracle
2 23 (33.33%) IBM
3 20 (28.99%) Microsoft
4 18 (26.09%) Cognos
5 17 (24.64%) SAP
6 8 (11.59%) Google
6 8 (11.59%) Netezza
6 8 (11.59%) Tableau
6 8 (11.59%) Teradata
7 7 (10.14%) HP
8 4 (5.80%) Hyperion
9 2 (2.90%) MicroStrategy
9 2 (2.90%) Sybase
10 1 (1.45%) Remedy
Hertfordshire
Computer Futures
Salary: £70000 - £80000 per annum + competitive
Posted: Yesterday
Hemel Hempstead
Epson Europe BV
Salary: Competitive Salary plus benefits
Posted: 6 days ago
Hatfield, Hertfordshire
Ocado Technology
Salary: £Competitive plus benefits
Posted: 11 days ago