The following table provides summary statistics for permanent job vacancies advertised in Staines 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 23 June 2017 with a comparison to the same period in the previous 2 years.

Data Modelling
Surrey / Staines
3 months to
23 Jun 2017
Same period 2016 Same period 2015
Rank 29 33 43
Rank change year-on-year +4 +10  
Permanent jobs citing Data Modelling 3 3 9
As % of all permanent IT jobs advertised in Staines 2.21% 1.64% 2.94%
As % of the Processes & Methodologies category 2.27% 1.70% 3.19%
Number of salaries quoted 2 0 7
Median salary £60,000 - £50,000
90% offered a salary of more than £56,000 - £41,500
10% offered a salary of more than £64,000 - £56,000
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 Staines with a requirement for process and methodology skills.

Process & Methodology Skills
Staines
Permanent job vacancies with a requirement for process and methodology skills 132 176 282
As % of all permanent IT job vacancies advertised in Staines 97.06% 96.17% 92.16%
Number of salaries quoted 88 114 255
Median salary £62,500 £57,500 £47,000
Median salary % change year-on-year +8.69% +22.34%  
90% offered a salary of more than £37,500 £38,000 £30,000
10% offered a salary of more than £80,000 £65,000 £90,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Data Modelling
Job Vacancy Trend in Staines

The job posting trend of jobs advertised in Staines 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 Staines

Data Modelling
Salary Trend in Staines

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

Salary trend for Data Modelling in Staines

For the 6 months to 23 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 Staines region with a requirement for Data Modelling.

1 11 (68.75%) Hadoop
2 9 (56.25%) SQL
3 8 (50.00%) Business Intelligence
3 8 (50.00%) Data Warehouse
3 8 (50.00%) Analytics
3 8 (50.00%) Analytical Skills
4 7 (43.75%) Big Data
5 6 (37.50%) ETL
6 5 (31.25%) SAP
6 5 (31.25%) CRM
7 4 (25.00%) Cognos
7 4 (25.00%) Python
7 4 (25.00%) Microsoft
7 4 (25.00%) BusinessObjects
7 4 (25.00%) VB
7 4 (25.00%) Perl
7 4 (25.00%) SQL Server
7 4 (25.00%) Data Mining
7 4 (25.00%) Statistical Modelling
7 4 (25.00%) SQL Server 2012
7 4 (25.00%) Data Visualisation
7 4 (25.00%) Visualisation
7 4 (25.00%) SQL Server Reporting Services
7 4 (25.00%) Statistics
7 4 (25.00%) Requirements Analysis
7 4 (25.00%) Marketing
7 4 (25.00%) Data Mapping
7 4 (25.00%) Translating Business Requirements
7 4 (25.00%) SQL Server 2014
7 4 (25.00%) Data Lake

Data Modelling
Co-occurring IT Skills in Staines 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 3 (18.75%) Apache Pig
1 3 (18.75%) Apache Spark
2 1 (6.25%) NetWeaver
Business Applications
1 1 (6.25%) SAP CRM
1 1 (6.25%) SAP IS-U
1 1 (6.25%) SAP Oil and Gas
Cloud Services
1 1 (6.25%) Microsoft Azure
Database & Business Intelligence
1 11 (68.75%) Hadoop
2 8 (50.00%) Data Warehouse
3 7 (43.75%) Big Data
4 4 (25.00%) BusinessObjects
4 4 (25.00%) Data Lake
4 4 (25.00%) Data Mining
4 4 (25.00%) Relational Database
4 4 (25.00%) SQL Server
4 4 (25.00%) SQL Server 2012
4 4 (25.00%) SQL Server 2014
4 4 (25.00%) SQL Server Reporting Services
5 3 (18.75%) Apache Hive
5 3 (18.75%) Impala
5 3 (18.75%) SQL Server Integration Services
5 3 (18.75%) SSDT
6 2 (12.50%) SQL Server Analysis Services
7 1 (6.25%) Microsoft Analysis Services
7 1 (6.25%) Power BI
7 1 (6.25%) SAP HANA
Development Applications
1 1 (6.25%) Team Foundation Server
1 1 (6.25%) Visual Studio
General
1 4 (25.00%) Marketing
2 3 (18.75%) Electronics
Job Titles
1 5 (31.25%) Data Manager
2 4 (25.00%) Analyst
2 4 (25.00%) CRM Analyst
2 4 (25.00%) Senior Manager
2 4 (25.00%) Technical Analyst
3 3 (18.75%) Big Data Engineer
3 3 (18.75%) Data Engineer
4 2 (12.50%) Developer
5 1 (6.25%) Business Intelligence Manager
5 1 (6.25%) Business Manager
5 1 (6.25%) Data Warehouse Developer
5 1 (6.25%) Data Warehouse Manager
5 1 (6.25%) MI Manager
5 1 (6.25%) SAP Developer
5 1 (6.25%) Senior Developer
5 1 (6.25%) Senior SAP Developer
5 1 (6.25%) SQL Developer
Libraries, Frameworks & Software Standards
1 1 (6.25%) .NET
1 1 (6.25%) HTML
1 1 (6.25%) HTML5
1 1 (6.25%) Middleware
1 1 (6.25%) REST
1 1 (6.25%) SAP PI
1 1 (6.25%) SAPUI5
Miscellaneous
1 8 (50.00%) Analytical Skills
2 3 (18.75%) Computer Science
3 2 (12.50%) Smartphone
4 1 (6.25%) Management Information System
Processes & Methodologies
1 8 (50.00%) Analytics
1 8 (50.00%) Business Intelligence
2 6 (37.50%) ETL
3 5 (31.25%) CRM
4 4 (25.00%) Business Process Modelling
4 4 (25.00%) Customer Requirements
4 4 (25.00%) Data Mapping
4 4 (25.00%) Data Visualisation
4 4 (25.00%) Machine Learning
4 4 (25.00%) Requirements Analysis
4 4 (25.00%) Statistical Modelling
4 4 (25.00%) Statistics
4 4 (25.00%) Time Series Analysis
4 4 (25.00%) Translating Business Requirements
4 4 (25.00%) Visualisation
5 3 (18.75%) Change Data Capture
5 3 (18.75%) Data Privacy
5 3 (18.75%) Information Architecture
5 3 (18.75%) MapReduce
5 3 (18.75%) Predictive Modelling
Programming Languages
1 9 (56.25%) SQL
2 4 (25.00%) Perl
2 4 (25.00%) Python
2 4 (25.00%) VB
3 1 (6.25%) ABAP
Qualifications
1 3 (18.75%) Degree
Quality Assurance & Compliance
1 3 (18.75%) Data Quality
Systems Management
1 3 (18.75%) Oozie
Vendors
1 5 (31.25%) SAP
2 4 (25.00%) Cognos
2 4 (25.00%) Microsoft
3 1 (6.25%) Oracle