The table below looks at the statistics for Data Modelling skills in IT jobs advertised for the Guildford region. Included is a guide to the salaries offered in IT jobs that have cited Data Modelling over the 3 months to 4 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
4 Dec 2016
Same period 2015 Same period 2014
Data Modelling
Rank 52 70 71
Rank change year-on-year
+18 +1
Permanent jobs citing Data Modelling 6 9 8
As % of all permanent IT jobs located in Guildford 1.55% 1.45% 1.10%
As % of the Processes & Methodologies category 1.80% 1.72% 1.25%
Number of salaries quoted 6 9 7
Median salary £62,500 £50,000 £45,000
Median salary % change year-on-year
+25.00% +11.11%
90% offered a salary of more than £58,750 £46,500 £43,000
10% offered a salary of more than £63,750 £55,000 £70,000
UK excluding London median salary £47,500 £48,272 £45,000
% change year-on-year
-1.59% +7.27%
Data Modelling
Surrey

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Guildford region.

Processes & Methodologies Category
Guildford
Permanent IT job ads with a match in the
Processes & Methodologies category
333 524 638
As % of all permanent IT jobs located in Guildford 86.05% 84.24% 87.52%
Number of salaries quoted 318 472 561
Median salary £45,000 £47,500 £50,000
Median salary % change year-on-year
-5.26% -5.00%
90% offered a salary of more than £30,000 £32,500 £32,500
10% offered a salary of more than £65,000 £65,000 £65,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Data Modelling
Jobs Demand Trend in Guildford

The demand trend of job ads across the Guildford 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 Guildford

Data Modelling
Salary Trend in Guildford

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

Data Modelling Salary Trend in Guildford

Data Modelling
Top 30 Related IT Skills in Guildford

For the 6 months to 4 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 Guildford region with a requirement for Data Modelling.

1 11 (73.33%) Data Warehouse
1 11 (73.33%) Business Intelligence
2 10 (66.67%) SQL
3 9 (60.00%) SAS
3 9 (60.00%) Analytics
4 8 (53.33%) Oracle
5 7 (46.67%) OO
5 7 (46.67%) Big Data
6 6 (40.00%) Data Analytics
6 6 (40.00%) Information Architecture
6 6 (40.00%) Data Governance
6 6 (40.00%) Oracle SOA Suite
6 6 (40.00%) OLAP Cube
6 6 (40.00%) Finance
6 6 (40.00%) Migration
6 6 (40.00%) OLAP
6 6 (40.00%) SOA
6 6 (40.00%) Adabas
6 6 (40.00%) Data Management
6 6 (40.00%) Oracle OLAP
6 6 (40.00%) Data Migration
6 6 (40.00%) Data Architecture
6 6 (40.00%) Hadoop
7 5 (33.33%) SQL Server
8 4 (26.67%) Microsoft
8 4 (26.67%) MS Excel
8 4 (26.67%) ETL
8 4 (26.67%) SQL Server Analysis Services
8 4 (26.67%) Agile Software Development
8 4 (26.67%) Scrum

Data Modelling
Top Related IT Skills in Guildford 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 9 (60.00%) SAS
2 6 (40.00%) Oracle SOA Suite
Applications
1 4 (26.67%) MS Excel
Cloud Services
1 2 (13.33%) Google Analytics
2 1 (6.67%) SaaS
Database & Business Intelligence
1 11 (73.33%) Data Warehouse
2 7 (46.67%) Big Data
3 6 (40.00%) Adabas
3 6 (40.00%) Hadoop
3 6 (40.00%) OLAP
3 6 (40.00%) OLAP Cube
3 6 (40.00%) Oracle OLAP
4 5 (33.33%) SQL Server
5 4 (26.67%) Power BI
5 4 (26.67%) SQL Server 2012
5 4 (26.67%) SQL Server 2014
5 4 (26.67%) SQL Server 2016
5 4 (26.67%) SQL Server Analysis Services
6 3 (20.00%) SQL Server Integration Services
6 3 (20.00%) SQL Server Reporting Services
7 1 (6.67%) Base SAS
7 1 (6.67%) MySQL
7 1 (6.67%) Oracle Exadata
General
1 6 (40.00%) Finance
Job Titles
1 7 (46.67%) Architect
2 6 (40.00%) Data Architect
3 5 (33.33%) Developer
4 4 (26.67%) Business Intelligence Developer
4 4 (26.67%) Microsoft BI Developer
4 4 (26.67%) Microsoft Developer
5 3 (20.00%) Business Intelligence Lead
5 3 (20.00%) Lead Developer
6 2 (13.33%) Analyst
6 2 (13.33%) Data Analyst
6 2 (13.33%) E-Commerce Analyst
6 2 (13.33%) Statistical Analyst
6 2 (13.33%) Statistical Data Analyst
7 1 (6.67%) Programmer
7 1 (6.67%) SAS Programmer
7 1 (6.67%) Senior Business Intelligence Developer
7 1 (6.67%) Senior Developer
7 1 (6.67%) Solutions Architect
7 1 (6.67%) SQL BI Developer
7 1 (6.67%) SQL Developer
Libraries, Frameworks & Software Standards
1 1 (6.67%) Ajax
1 1 (6.67%) AngularJS
1 1 (6.67%) CodeIgniter
1 1 (6.67%) CSS
1 1 (6.67%) D3.js
1 1 (6.67%) Highcharts JS
1 1 (6.67%) HTML
1 1 (6.67%) HTML5
1 1 (6.67%) jQuery
1 1 (6.67%) LAMP
1 1 (6.67%) XHTML
Miscellaneous
1 3 (20.00%) Analytical Skills
2 2 (13.33%) Computer Science
2 2 (13.33%) Mathematics
3 1 (6.67%) User Experience
Processes & Methodologies
1 11 (73.33%) Business Intelligence
2 9 (60.00%) Analytics
3 7 (46.67%) OO
4 6 (40.00%) Data Analytics
4 6 (40.00%) Data Architecture
4 6 (40.00%) Data Governance
4 6 (40.00%) Data Management
4 6 (40.00%) Data Migration
4 6 (40.00%) Information Architecture
4 6 (40.00%) Migration
4 6 (40.00%) SOA
5 4 (26.67%) Agile Software Development
5 4 (26.67%) Data Transformation
5 4 (26.67%) ETL
5 4 (26.67%) Scrum
5 4 (26.67%) SDLC
6 2 (13.33%) E-Commerce
6 2 (13.33%) Information Management
6 2 (13.33%) Kalman Filter
6 2 (13.33%) Statistical Analysis
Programming Languages
1 10 (66.67%) SQL
2 4 (26.67%) Data Analysis Expressions (DAX)
3 2 (13.33%) R
3 2 (13.33%) VBA
4 1 (6.67%) JavaScript
4 1 (6.67%) PHP
4 1 (6.67%) T-SQL
Qualifications
1 2 (13.33%) Degree
Quality Assurance & Compliance
1 1 (6.67%) COBIT
1 1 (6.67%) Data Quality
Vendors
1 8 (53.33%) Oracle
2 4 (26.67%) Microsoft
3 2 (13.33%) Google
4 1 (6.67%) IBM