The following table provides summary statistics for permanent job vacancies advertised in Surrey 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 25 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
25 Mar 2017
Same period 2016 Same period 2015
Data Modelling
South East / Surrey
Rank 122 137 128
Rank change year-on-year +15 -9  
Permanent jobs citing Data Modelling 47 70 89
As % of all permanent IT jobs advertised in Surrey 1.68% 1.69% 1.99%
As % of the Processes & Methodologies category 2.03% 1.92% 2.28%
Number of salaries quoted 30 60 63
Median salary £57,500 £55,000 £50,000
Median salary % change year-on-year +4.54% +10.00%  
90% offered a salary of more than £39,750 £34,000 £42,500
10% offered a salary of more than £65,000 £67,500 £55,000
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 Surrey with a requirement for process and methodology skills.

Process & Methodology Skills
Surrey
Permanent job vacancies with a requirement for process and methodology skills 2314 3643 3896
As % of all permanent IT job vacancies advertised in Surrey 82.94% 87.74% 87.28%
Number of salaries quoted 1812 3099 3250
Median salary £52,500 £47,500 £50,000
Median salary % change year-on-year +10.52% -5.00%  
90% offered a salary of more than £32,500 £30,000 £30,000
10% offered a salary of more than £68,000 £65,000 £67,500
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Data Modelling
Job Vacancy Trend in Surrey

The job posting trend of jobs advertised in Surrey 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 Surrey

Data Modelling
Salary Trend in Surrey

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

Salary trend for Data Modelling in Surrey

Data Modelling
Salary Histogram in Surrey

The salary distribution of IT jobs citing Data Modelling in Surrey over the 3 months to 25 March 2017.

Salary histogram for Data Modelling in Surrey

Data Modelling
Job Locations in Surrey

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Modelling within the Surrey region over the 3 months to 25 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
Staines -3 13 £65,000 +30.00% 1
Egham -6 6 - -
Woking - 4 £55,000 -
Redhill +2 2 £42,500 +30.76%
Epsom - 2 £45,000 -
Guildford +19 1 £37,500 +7.14%
Reigate - 1 £40,000 - 1
Dorking - 1 £65,000 -
Data Modelling
South East

Data Modelling
Top 30 Related IT Skills in Surrey

For the 6 months to 25 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 Surrey region with a requirement for Data Modelling.

1 52 (59.09%) SQL
2 39 (44.32%) Business Intelligence
3 37 (42.05%) SQL Server
4 31 (35.23%) ETL
5 29 (32.95%) Data Warehouse
6 27 (30.68%) SAP
6 27 (30.68%) Analytical Skills
7 25 (28.41%) SQL Server Integration Services
7 25 (28.41%) BusinessObjects
8 24 (27.27%) SQL Server Reporting Services
9 22 (25.00%) Microsoft
10 20 (22.73%) T-SQL
10 20 (22.73%) Agile Software Development
11 18 (20.45%) Finance
12 17 (19.32%) Data Management
12 17 (19.32%) SQL Server 2008
13 16 (18.18%) SQL Server 2012
13 16 (18.18%) MS Excel
14 14 (15.91%) Oracle
14 14 (15.91%) SAP HANA
14 14 (15.91%) SQL Server 2005
14 14 (15.91%) Degree
15 13 (14.77%) Statistics
15 13 (14.77%) SQL Server Analysis Services
16 12 (13.64%) BusinessObjects Web Intelligence
16 12 (13.64%) High Availability
16 12 (13.64%) SQL Server 2014
16 12 (13.64%) CRM
17 11 (12.50%) ITIL
17 11 (12.50%) Data Quality

Data Modelling
Top Related IT Skills in Surrey 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 7 (7.95%) SharePoint
2 6 (6.82%) NetWeaver
3 3 (3.41%) Apache Pig
3 3 (3.41%) Apache Spark
4 2 (2.27%) Oracle SOA Suite
5 1 (1.14%) SAS
Applications
1 16 (18.18%) MS Excel
Business Applications
1 9 (10.23%) SAP CRM
1 9 (10.23%) SAP IS-U
1 9 (10.23%) SAP Oil and Gas
2 2 (2.27%) SAP FI
2 2 (2.27%) SAP FI-CA
Cloud Services
1 11 (12.50%) SaaS
2 10 (11.36%) IaaS
2 10 (11.36%) PaaS
3 1 (1.14%) Microsoft Azure
Communications & Networking
1 1 (1.14%) Internet
Database & Business Intelligence
1 37 (42.05%) SQL Server
2 29 (32.95%) Data Warehouse
3 25 (28.41%) BusinessObjects
3 25 (28.41%) SQL Server Integration Services
4 24 (27.27%) SQL Server Reporting Services
5 17 (19.32%) SQL Server 2008
6 16 (18.18%) SQL Server 2012
7 14 (15.91%) SAP HANA
7 14 (15.91%) SQL Server 2005
8 13 (14.77%) SQL Server Analysis Services
9 12 (13.64%) BusinessObjects Web Intelligence
9 12 (13.64%) SQL Server 2014
10 11 (12.50%) Hadoop
11 8 (9.09%) Big Data
11 8 (9.09%) BusinessObjects Business Intelligence
12 7 (7.95%) Relational Database
13 6 (6.82%) Data Mining
13 6 (6.82%) Power BI
13 6 (6.82%) SAP Data Services
14 5 (5.68%) Star Schema
Development Applications
1 3 (3.41%) Visual Studio
2 2 (2.27%) NUnit
2 2 (2.27%) Subversion
2 2 (2.27%) TortoiseSVN
3 1 (1.14%) Oracle Forms
3 1 (1.14%) Team Foundation Server
3 1 (1.14%) Toad
General
1 18 (20.45%) Finance
2 7 (7.95%) Multimedia
3 6 (6.82%) Legal
4 5 (5.68%) Banking
5 3 (3.41%) Billing
5 3 (3.41%) Electronics
5 3 (3.41%) Marketing
Job Titles
1 27 (30.68%) Developer
2 12 (13.64%) Analyst
2 12 (13.64%) SQL Developer
3 10 (11.36%) Administrator
3 10 (11.36%) DBA
3 10 (11.36%) SQL DBA
4 9 (10.23%) Architect
5 8 (9.09%) Business Consultant
5 8 (9.09%) Business Intelligence Developer
5 8 (9.09%) Consultant
5 8 (9.09%) SAP Business Consultant
5 8 (9.09%) SAP BusinessObjects (BO) Consultant
5 8 (9.09%) SAP Consultant
6 7 (7.95%) Data Architect
6 7 (7.95%) SAP Developer
6 7 (7.95%) Senior Developer
7 6 (6.82%) Business Intelligence Architect
7 6 (6.82%) Data Analyst
7 6 (6.82%) Enterprise Architect
7 6 (6.82%) Enterprise Data Architect
Libraries, Frameworks & Software Standards
1 9 (10.23%) Middleware
2 8 (9.09%) HTML
3 6 (6.82%) HTML5
3 6 (6.82%) REST
3 6 (6.82%) SAP PI
3 6 (6.82%) SAPUI5
4 3 (3.41%) .NET
5 2 (2.27%) .NET Framework
5 2 (2.27%) ADO.NET
5 2 (2.27%) ASP.NET
5 2 (2.27%) ASP.NET MVC
5 2 (2.27%) ASP.NET MVC 3
5 2 (2.27%) CSS
5 2 (2.27%) SAP Fiori
5 2 (2.27%) SOAP
5 2 (2.27%) WCF
5 2 (2.27%) Web Services
5 2 (2.27%) WF
5 2 (2.27%) XML
6 1 (1.14%) SAP BSP
Miscellaneous
1 27 (30.68%) Analytical Skills
2 11 (12.50%) Computer Science
3 10 (11.36%) Data Protection Act
4 5 (5.68%) Cyber Attack
4 5 (5.68%) Management Information System
5 3 (3.41%) Smartphone
6 2 (2.27%) Enterprise Software
6 2 (2.27%) N-Tier
6 2 (2.27%) W3C
Processes & Methodologies
1 39 (44.32%) Business Intelligence
2 31 (35.23%) ETL
3 20 (22.73%) Agile Software Development
4 17 (19.32%) Data Management
5 13 (14.77%) Statistics
6 12 (13.64%) CRM
6 12 (13.64%) High Availability
7 11 (12.50%) Analytics
7 11 (12.50%) ITIL
8 10 (11.36%) Data Analysis
8 10 (11.36%) Data Protection
8 10 (11.36%) Disaster Recovery
8 10 (11.36%) Migration
8 10 (11.36%) Performance Tuning
8 10 (11.36%) QMS
8 10 (11.36%) Root Cause Analysis
9 9 (10.23%) Data Cleansing
9 9 (10.23%) GAP Analysis
10 8 (9.09%) Mentoring
10 8 (9.09%) Test Management
Programming Languages
1 52 (59.09%) SQL
2 20 (22.73%) T-SQL
3 9 (10.23%) ABAP
4 6 (6.82%) PL/SQL
5 5 (5.68%) VB
6 4 (4.55%) Data Analysis Expressions (DAX)
7 3 (3.41%) Perl
7 3 (3.41%) Python
7 3 (3.41%) VBA
8 2 (2.27%) C#
8 2 (2.27%) JavaScript
Qualifications
1 14 (15.91%) Degree
2 8 (9.09%) Microsoft Certification
3 7 (7.95%) MCSA
4 1 (1.14%) MCITP
Quality Assurance & Compliance
1 11 (12.50%) Data Quality
2 10 (11.36%) PCI DSS
2 10 (11.36%) QA
3 7 (7.95%) SLA
4 1 (1.14%) COBIT
Systems Management
1 3 (3.41%) Oozie
Vendors
1 27 (30.68%) SAP
2 22 (25.00%) Microsoft
3 14 (15.91%) Oracle
4 4 (4.55%) Cognos
4 4 (4.55%) Tableau
5 2 (2.27%) Informatica
6 1 (1.14%) Hyperion
6 1 (1.14%) IBM
6 1 (1.14%) Logi Analytics
Reigate, Surrey
Client Server
Salary: £50k to £55k + benefits
Posted: 5 days ago
Surrey
La Fosse Associates Limited
Salary: benefits package
Posted: 5 days ago
Staines
Centrica
Salary: £100,000 - including bonus
Posted: 18 days ago