The following table provides summary statistics for permanent job vacancies advertised in Essex 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 28 March 2017 with a comparison to the same period in the previous 2 years.

Data Modelling
3 months to
28 Mar 2017
Same period 2016 Same period 2015
Rank 66 97 68
Rank change year-on-year +31 -29  
Permanent jobs citing Data Modelling 26 9 30
As % of all permanent IT jobs advertised in Essex 2.52% 0.83% 2.39%
As % of the Processes & Methodologies category 3.07% 0.98% 2.78%
Number of salaries quoted 25 6 26
Median salary £57,500 £49,500 £55,000
Median salary % change year-on-year +16.16% -10.00%  
90% offered a salary of more than £40,000 £45,000 £37,500
10% offered a salary of more than £82,000 £52,000 £87,500
UK excluding London median salary £50,000 £47,500 £47,500
% change year-on-year +5.26% -  

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 Essex with a requirement for process and methodology skills.

Process & Methodology Skills
Essex
Permanent job vacancies with a requirement for process and methodology skills 846 917 1081
As % of all permanent IT job vacancies advertised in Essex 82.14% 84.67% 86.14%
Number of salaries quoted 647 684 868
Median salary £47,500 £50,000 £46,500
Median salary % change year-on-year -5.00% +7.52%  
90% offered a salary of more than £32,500 £30,000 £28,500
10% offered a salary of more than £72,000 £65,000 £85,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Data Modelling
Job Vacancy Trend in Essex

The job posting trend of jobs advertised in Essex 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 Essex

Data Modelling
Salary Trend in Essex

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Modelling in Essex.

Salary trend for Data Modelling in Essex

Data Modelling
Salary Histogram in Essex

The salary distribution of IT jobs citing Data Modelling in Essex over the 3 months to 28 March 2017.

Salary histogram for Data Modelling in Essex

Data Modelling
Job Locations in Essex

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Modelling within the Essex region over the 3 months to 28 March 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
Brentwood - 9 £70,000 -
Colchester +3 6 £47,500 -4.04%
Data Modelling
East of England

Data Modelling
Top 30 Co-occurring IT Skills in Essex

For the 6 months to 28 March 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 Essex region with a requirement for Data Modelling.

1 29 (43.28%) SQL
1 29 (43.28%) Logical Data Model
2 28 (41.79%) Agile Software Development
3 25 (37.31%) UML
4 21 (31.34%) ETL
4 21 (31.34%) SQL Server
4 21 (31.34%) Degree
5 19 (28.36%) Finance
6 18 (26.87%) Business Intelligence
6 18 (26.87%) User Stories
7 17 (25.37%) Business Analysis
7 17 (25.37%) Computer Science
8 16 (23.88%) Use Case
9 15 (22.39%) Wealth Management
9 15 (22.39%) Data Management
10 14 (20.90%) Change Management
10 14 (20.90%) Microsoft
10 14 (20.90%) Domain Models
11 13 (19.40%) IIBA
12 12 (17.91%) Waterfall
12 12 (17.91%) JIRA
12 12 (17.91%) Oracle
13 11 (16.42%) CRM
13 11 (16.42%) Performance Testing
13 11 (16.42%) Confluence
13 11 (16.42%) BPMN
13 11 (16.42%) Requirements Management
13 11 (16.42%) Marketing
13 11 (16.42%) Dynamics CRM
13 11 (16.42%) Big Data

Data Modelling
Co-occurring IT Skills in Essex 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 11 (16.42%) Confluence
2 3 (4.48%) Oracle SOA Suite
Applications
1 3 (4.48%) MS Excel
1 3 (4.48%) MS Visio
Business Applications
1 11 (16.42%) Dynamics CRM
Communications & Networking
1 1 (1.49%) FTP
Database & Business Intelligence
1 21 (31.34%) SQL Server
2 11 (16.42%) Big Data
3 9 (13.43%) Data Warehouse
4 8 (11.94%) Oracle Database
4 8 (11.94%) RDBMS
4 8 (11.94%) Relational Database
5 5 (7.46%) Oracle Database 11g
5 5 (7.46%) Oracle Database 12c
6 4 (5.97%) FileMaker
6 4 (5.97%) MySQL
6 4 (5.97%) QlikView
7 3 (4.48%) Enterprise Data Warehouse
7 3 (4.48%) OLAP
7 3 (4.48%) OLTP
7 3 (4.48%) Oracle OLAP
7 3 (4.48%) SQL Server 2008
7 3 (4.48%) SQL Server Analysis Services
7 3 (4.48%) SQL Server Integration Services
7 3 (4.48%) SQL Server Reporting Services
8 1 (1.49%) Qlik Sense
Development Applications
1 12 (17.91%) JIRA
General
1 19 (28.36%) Finance
2 11 (16.42%) Marketing
3 6 (8.96%) Automotive
3 6 (8.96%) Legal
Job Titles
1 39 (58.21%) Analyst
2 27 (40.30%) Business Analyst
3 16 (23.88%) Developer
4 14 (20.90%) Lead Business Analyst
5 11 (16.42%) Architect
5 11 (16.42%) Software Analyst
5 11 (16.42%) Solutions Architect
6 10 (14.93%) Data Analyst
7 9 (13.43%) Wealth Management Business Analyst
8 8 (11.94%) Oracle Developer
9 6 (8.96%) Business Intelligence Analyst
9 6 (8.96%) Business Intelligence Data Analyst
9 6 (8.96%) Customer Solutions Architect
9 6 (8.96%) ETL Analyst
9 6 (8.96%) SQL Analyst
9 6 (8.96%) SQL Data Analyst
9 6 (8.96%) Systems Analyst
10 5 (7.46%) Applications Architect
10 5 (7.46%) ETL Developer
11 4 (5.97%) SQL Developer
Libraries, Frameworks & Software Standards
1 4 (5.97%) HTML
2 3 (4.48%) .NET
2 3 (4.48%) MDX
3 1 (1.49%) Ajax
3 1 (1.49%) J2EE
3 1 (1.49%) JSON
3 1 (1.49%) XML
Miscellaneous
1 17 (25.37%) Computer Science
2 11 (16.42%) Analytical Skills
3 9 (13.43%) Virtual Team
4 8 (11.94%) N-Tier
5 5 (7.46%) Enterprise Software
6 1 (1.49%) Mainframe
Operating Systems
1 6 (8.96%) Linux
2 1 (1.49%) Solaris
2 1 (1.49%) Unix
Processes & Methodologies
1 29 (43.28%) Logical Data Model
2 28 (41.79%) Agile Software Development
3 25 (37.31%) UML
4 21 (31.34%) ETL
5 18 (26.87%) Business Intelligence
5 18 (26.87%) User Stories
6 17 (25.37%) Business Analysis
7 16 (23.88%) Use Case
8 15 (22.39%) Data Management
8 15 (22.39%) Wealth Management
9 14 (20.90%) Change Management
9 14 (20.90%) Domain Models
10 12 (17.91%) Waterfall
11 11 (16.42%) Analytics
11 11 (16.42%) BPMN
11 11 (16.42%) CRM
11 11 (16.42%) Data Analytics
11 11 (16.42%) Performance Testing
11 11 (16.42%) Performance Tuning
11 11 (16.42%) Requirements Management
Programming Languages
1 29 (43.28%) SQL
2 9 (13.43%) PL/SQL
3 5 (7.46%) Java
4 4 (5.97%) PHP
5 3 (4.48%) C#
5 3 (4.48%) T-SQL
5 3 (4.48%) VB.NET
5 3 (4.48%) VBScript
6 2 (2.99%) C
7 1 (1.49%) JavaScript
7 1 (1.49%) Shell Script
Qualifications
1 21 (31.34%) Degree
2 13 (19.40%) IIBA
3 9 (13.43%) CBAP
4 3 (4.48%) Postgraduate
5 2 (2.99%) ISEB
System Software
1 1 (1.49%) Time Sharing Option
Vendors
1 14 (20.90%) Microsoft
2 12 (17.91%) Oracle
3 9 (13.43%) Tableau
4 3 (4.48%) Thunderhead
5 1 (1.49%) Teradata