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

3 months to
4 May 2016
Same period 2015 Same period 2014
Data Modeling
Rank 83 71 89
Rank change year-on-year
-12 +18
Permanent jobs citing Data Modelling 1 10 2
As % of all permanent IT jobs located in Guildford 0.14% 1.36% 0.21%
As % of the Processes & Methodologies category 0.15% 1.70% 0.25%
Number of salaries quoted 1 10 1
Median salary £40,000 £52,500 £27,500
Median salary % change year-on-year
-23.80% +90.90%
UK excluding London median salary £47,500 £46,500 £45,000
% change year-on-year
+2.15% +3.33%
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
655 587 799
As % of all permanent IT jobs located in Guildford 88.75% 79.97% 85.09%
Number of salaries quoted 408 539 673
Median salary £47,500 £45,000 £47,500
Median salary % change year-on-year
+5.55% -5.26%
90% offered a salary of more than £31,750 £27,500 £32,500
10% offered a salary of more than £73,500 £67,500 £65,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

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 May 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 8 (72.73%) SQL
1 8 (72.73%) Data Warehouse
2 7 (63.64%) Business Intelligence
3 6 (54.55%) Finance
3 6 (54.55%) MS Excel
3 6 (54.55%) Analytics
4 5 (45.45%) Analytical Skills
4 5 (45.45%) Business Analytics
4 5 (45.45%) SAS
5 4 (36.36%) Microsoft
5 4 (36.36%) MS Office
5 4 (36.36%) Retail
5 4 (36.36%) SAS EBI
5 4 (36.36%) Continuous Improvement
5 4 (36.36%) MS PowerPoint
5 4 (36.36%) SAS Macro
5 4 (36.36%) Base SAS
6 2 (18.18%) BPMN
6 2 (18.18%) Business Analysis
6 2 (18.18%) Dynamics CRM
6 2 (18.18%) Systems Analysis
6 2 (18.18%) Stakeholder Management
6 2 (18.18%) UML
6 2 (18.18%) .NET
6 2 (18.18%) Oracle
6 2 (18.18%) CRM
7 1 (9.09%) Cognos
7 1 (9.09%) Data Mining
7 1 (9.09%) ETL
7 1 (9.09%) SPSS

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 5 (45.45%) SAS
Applications
1 6 (54.55%) MS Excel
2 4 (36.36%) MS Office
2 4 (36.36%) MS PowerPoint
3 1 (9.09%) SPSS
Business Applications
1 2 (18.18%) Dynamics CRM
2 1 (9.09%) Cognos Business Intelligence
Database & Business Intelligence
1 8 (72.73%) Data Warehouse
2 4 (36.36%) Base SAS
2 4 (36.36%) SAS EBI
3 1 (9.09%) Cognos Framework Manager
3 1 (9.09%) Cognos Transformer
3 1 (9.09%) Data Mining
3 1 (9.09%) Enterprise Data Warehouse
3 1 (9.09%) Relational Database
3 1 (9.09%) SQL Server Integration Services
Development Applications
1 1 (9.09%) Toad
General
1 6 (54.55%) Finance
2 4 (36.36%) Retail
3 1 (9.09%) Marketing
Job Titles
1 7 (63.64%) Analyst
2 4 (36.36%) SAS Analyst
2 4 (36.36%) SQL Analyst
3 2 (18.18%) Business Analyst
3 2 (18.18%) Technical Leader
4 1 (9.09%) Analyst Programmer
4 1 (9.09%) Business IT Analyst
4 1 (9.09%) Cognos Analyst Programmer
4 1 (9.09%) Cognos Programmer
4 1 (9.09%) Data Warehouse Specialist
4 1 (9.09%) ETL Specialist
4 1 (9.09%) Finance Business Analyst
4 1 (9.09%) Financial Analyst
4 1 (9.09%) Financial Business Analyst
4 1 (9.09%) Financial Services Business Analyst
4 1 (9.09%) IT Analyst
4 1 (9.09%) IT Business Analyst
4 1 (9.09%) Oracle Specialist
4 1 (9.09%) Programmer
4 1 (9.09%) Service Analyst
Libraries, Frameworks & Software Standards
1 2 (18.18%) .NET
Miscellaneous
1 5 (45.45%) Analytical Skills
2 1 (9.09%) Computer Science
2 1 (9.09%) Economics
2 1 (9.09%) Mathematics
2 1 (9.09%) Statistics
Processes & Methodologies
1 7 (63.64%) Business Intelligence
2 6 (54.55%) Analytics
3 5 (45.45%) Business Analytics
4 4 (36.36%) Continuous Improvement
5 2 (18.18%) BPMN
5 2 (18.18%) Business Analysis
5 2 (18.18%) CRM
5 2 (18.18%) Stakeholder Management
5 2 (18.18%) Systems Analysis
5 2 (18.18%) UML
6 1 (9.09%) Data Analytics
6 1 (9.09%) Data Migration
6 1 (9.09%) ETL
6 1 (9.09%) Information Management
6 1 (9.09%) Kalman Filter
6 1 (9.09%) Logical Data Model
6 1 (9.09%) Migration
6 1 (9.09%) Physical Data Model
6 1 (9.09%) Process Improvement
Programming Languages
1 8 (72.73%) SQL
2 4 (36.36%) SAS Macro
3 1 (9.09%) PL/SQL
3 1 (9.09%) T-SQL
Qualifications
1 1 (9.09%) Degree
Quality Assurance & Compliance
1 1 (9.09%) Data Quality
Vendors
1 4 (36.36%) Microsoft
2 2 (18.18%) Oracle
3 1 (9.09%) Cognos
3 1 (9.09%) SAP