The following table provides summary statistics for permanent job vacancies advertised in Hertfordshire with a requirement for Data Modelling skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Modelling over the 3 months to 24 June 2017 with a comparison to the same period in the previous 2 years.

Data Modelling
East of England / Hertfordshire
3 months to
24 Jun 2017
Same period 2016 Same period 2015
Rank 125 102 141
Rank change year-on-year -23 +39  
Permanent jobs citing Data Modelling 21 42 33
As % of all permanent IT jobs advertised in Hertfordshire 1.01% 1.84% 1.15%
As % of the Processes & Methodologies category 1.16% 2.11% 1.33%
Number of salaries quoted 18 41 31
Median salary £70,000 £52,500 £50,000
Median salary % change year-on-year +33.33% +5.00%  
90% offered a salary of more than £50,882 £36,000 £48,500
10% offered a salary of more than £95,000 £70,000 £60,000
UK excluding London median salary £48,500 £47,500 £45,500
% change year-on-year +2.10% +4.39%  

Data Modelling is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Hertfordshire with a requirement for process and methodology skills.

Process & Methodology Skills
Hertfordshire
Permanent job vacancies with a requirement for process and methodology skills 1816 1995 2481
As % of all permanent IT job vacancies advertised in Hertfordshire 87.77% 87.31% 86.12%
Number of salaries quoted 1538 1632 1956
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 £33,500 £31,000
10% offered a salary of more than £72,500 £67,500 £70,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Data Modelling
Job Vacancy Trend in Hertfordshire

The job posting trend of jobs advertised in Hertfordshire citing Data Modelling as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Modelling 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 in Hertfordshire.

Salary trend for Data Modelling in Hertfordshire

Data Modelling
Salary Histogram in Hertfordshire

The salary distribution of IT jobs citing Data Modelling in Hertfordshire over the 3 months to 24 June 2017.

Salary histogram for Data Modelling 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 24 June 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 -21 10 £70,000 +36.58%
Welwyn Garden City - 5 £53,666 -
Rickmansworth +12 3 £75,000 +36.36% 1
Data Modelling
East of England

For the 6 months to 24 June 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 26 (72.22%) Data Warehouse
2 25 (69.44%) Oracle
3 23 (63.89%) Teradata
3 23 (63.89%) Agile Software Development
4 22 (61.11%) SQL
5 18 (50.00%) Finance
5 18 (50.00%) PL/SQL
5 18 (50.00%) Oracle Database
6 17 (47.22%) ETL
7 14 (38.89%) Analytical Skills
7 14 (38.89%) SDLC
8 11 (30.56%) Banking
8 11 (30.56%) Oracle ODI
8 11 (30.56%) Tivoli
8 11 (30.56%) Shell Script
8 11 (30.56%) OOA/OOD
8 11 (30.56%) OO
9 10 (27.78%) Parallel Processing
9 10 (27.78%) Physical Data Model
10 9 (25.00%) Business Intelligence
11 8 (22.22%) TOGAF
12 7 (19.44%) Waterfall
12 7 (19.44%) Project Management
12 7 (19.44%) Pharmaceutical
12 7 (19.44%) IT Strategy
13 6 (16.67%) Scrum
13 6 (16.67%) Data Architecture
13 6 (16.67%) Data Analytics
13 6 (16.67%) Analytics
13 6 (16.67%) Mentoring

Data Modelling
Co-occurring 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 1 (2.78%) JBoss
1 1 (2.78%) Oracle SOA Suite
1 1 (2.78%) WebLogic
1 1 (2.78%) WebSphere
Business Applications
1 1 (2.78%) Oracle EBS
Cloud Services
1 3 (8.33%) Microsoft Azure
2 1 (2.78%) SaaS
Database & Business Intelligence
1 26 (72.22%) Data Warehouse
2 18 (50.00%) Oracle Database
3 11 (30.56%) Oracle ODI
4 3 (8.33%) Azure SQL Data Warehouse
4 3 (8.33%) Power BI
4 3 (8.33%) SQL Server
4 3 (8.33%) SQL Server 2008
4 3 (8.33%) SQL Server 2012
4 3 (8.33%) SQL Server 2014
4 3 (8.33%) SQL Server Analysis Services
4 3 (8.33%) SQL Server Integration Services
4 3 (8.33%) SQL Server Reporting Services
5 2 (5.56%) Enterprise Data Warehouse
5 2 (5.56%) QlikView
6 1 (2.78%) RDBMS
6 1 (2.78%) Relational Database
Development Applications
1 1 (2.78%) Cucumber
1 1 (2.78%) HP UFT
1 1 (2.78%) JUnit
1 1 (2.78%) Selenium
General
1 18 (50.00%) Finance
2 11 (30.56%) Banking
3 7 (19.44%) Pharmaceutical
Job Titles
1 21 (58.33%) Developer
2 20 (55.56%) Data Warehouse Developer
3 17 (47.22%) Senior Developer
4 16 (44.44%) Senior Data Warehouse Developer
5 10 (27.78%) Architect
6 9 (25.00%) Analyst
7 7 (19.44%) Solutions Architect
8 6 (16.67%) Data Architect
9 5 (13.89%) Senior Analyst
10 4 (11.11%) Analyst Developer
10 4 (11.11%) Business Analyst
10 4 (11.11%) Developer Analyst
10 4 (11.11%) Senior Business Analyst
11 3 (8.33%) Business Developer
11 3 (8.33%) Business Intelligence Analyst
11 3 (8.33%) Business Intelligence Developer
11 3 (8.33%) Data Analyst
11 3 (8.33%) Data Warehouse Analyst
11 3 (8.33%) Lead Architect
11 3 (8.33%) Lead Solutions Architect
Libraries, Frameworks & Software Standards
1 1 (2.78%) Ajax
1 1 (2.78%) GWT
1 1 (2.78%) Hibernate
1 1 (2.78%) Java EE
1 1 (2.78%) REST
1 1 (2.78%) SOAP
1 1 (2.78%) Spring
1 1 (2.78%) Web Services
1 1 (2.78%) XML
Miscellaneous
1 14 (38.89%) Analytical Skills
2 6 (16.67%) Computer Science
3 3 (8.33%) Management Information System
3 3 (8.33%) Pharmacovigilance
4 1 (2.78%) Data Structures
4 1 (2.78%) Life Science
Operating Systems
1 2 (5.56%) Unix
2 1 (2.78%) Linux
2 1 (2.78%) Windows
2 1 (2.78%) Windows Server
Processes & Methodologies
1 23 (63.89%) Agile Software Development
2 17 (47.22%) ETL
3 14 (38.89%) SDLC
4 11 (30.56%) OO
4 11 (30.56%) OOA/OOD
5 10 (27.78%) Parallel Processing
5 10 (27.78%) Physical Data Model
6 9 (25.00%) Business Intelligence
7 8 (22.22%) TOGAF
8 7 (19.44%) IT Strategy
8 7 (19.44%) Project Management
8 7 (19.44%) Waterfall
9 6 (16.67%) Analytics
9 6 (16.67%) Data Analytics
9 6 (16.67%) Data Architecture
9 6 (16.67%) Mentoring
9 6 (16.67%) Scrum
9 6 (16.67%) Software Engineering
10 5 (13.89%) Informatics
11 4 (11.11%) Zachman Framework
Programming Languages
1 22 (61.11%) SQL
2 18 (50.00%) PL/SQL
3 11 (30.56%) Shell Script
4 4 (11.11%) Python
4 4 (11.11%) R
5 3 (8.33%) T-SQL
6 2 (5.56%) Java
Qualifications
1 6 (16.67%) Degree
2 3 (8.33%) Computer Science Degree
3 1 (2.78%) ISEB
Quality Assurance & Compliance
1 3 (8.33%) GxP
2 1 (2.78%) QA
Systems Management
1 11 (30.56%) Tivoli
Vendors
1 25 (69.44%) Oracle
2 23 (63.89%) Teradata
3 3 (8.33%) Microsoft
4 2 (5.56%) Tableau
5 1 (2.78%) HP
Rickmansworth, Hertfordshire
Exposed Solutions
Salary: £Neg
Posted: Yesterday