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 24 June 2017 with a comparison to the same period in the previous 2 years.

Data Modelling
South East / Surrey
3 months to
24 Jun 2017
Same period 2016 Same period 2015
Rank 125 104 154
Rank change year-on-year -21 +50  
Permanent jobs citing Data Modelling 38 89 69
As % of all permanent IT jobs advertised in Surrey 1.42% 2.39% 1.50%
As % of the Processes & Methodologies category 1.62% 2.82% 1.71%
Number of salaries quoted 34 76 63
Median salary £55,000 £47,500 £52,500
Median salary % change year-on-year +15.78% -9.52%  
90% offered a salary of more than £43,000 £40,000 £40,500
10% offered a salary of more than £73,750 £55,000 £60,000
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 Surrey with a requirement for process and methodology skills.

Process & Methodology Skills
Surrey
Permanent job vacancies with a requirement for process and methodology skills 2341 3157 4025
As % of all permanent IT job vacancies advertised in Surrey 87.48% 84.71% 87.42%
Number of salaries quoted 1896 2677 3395
Median salary £50,000 £48,500 £47,500
Median salary % change year-on-year +3.09% +2.10%  
90% offered a salary of more than £32,500 £32,500 £30,000
10% offered a salary of more than £68,400 £65,500 £70,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

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 24 June 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 24 June 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
Reigate +15 14 £48,000 +28.00% 4
Woking +13 4 £65,000 +18.18%
Staines +9 3 £60,000 -
Leatherhead - 2 - -
Chertsey 0 1 £55,000 -31.25%
Data Modelling
South East

For the 6 months to 24 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 Surrey region with a requirement for Data Modelling.

1 50 (58.82%) SQL
2 49 (57.65%) Business Intelligence
3 41 (48.24%) SQL Server
4 39 (45.88%) Data Warehouse
5 34 (40.00%) Microsoft
6 33 (38.82%) SQL Server Integration Services
7 31 (36.47%) Big Data
8 30 (35.29%) T-SQL
9 29 (34.12%) SQL Server Reporting Services
10 26 (30.59%) Finance
10 26 (30.59%) Data Strategy
11 25 (29.41%) Agile Software Development
12 24 (28.24%) Data Lake
13 22 (25.88%) Power BI
13 22 (25.88%) Data Management
14 21 (24.71%) Analytics
15 20 (23.53%) Test Automation
15 20 (23.53%) Continuous Integration
16 18 (21.18%) SAP
16 18 (21.18%) BusinessObjects
17 17 (20.00%) Analytical Skills
18 16 (18.82%) ETL
18 16 (18.82%) Degree
19 14 (16.47%) Mentoring
20 13 (15.29%) Computer Science
21 11 (12.94%) Python
21 11 (12.94%) Statistics
21 11 (12.94%) Hadoop
21 11 (12.94%) Data Quality
22 10 (11.76%) SQL Server 2008

Data Modelling
Co-occurring 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 4 (4.71%) SharePoint
2 3 (3.53%) Apache Pig
2 3 (3.53%) Apache Spark
3 1 (1.18%) NetWeaver
Applications
1 3 (3.53%) Microsoft Excel
Business Applications
1 1 (1.18%) SAP CRM
1 1 (1.18%) SAP IS-U
1 1 (1.18%) SAP Oil and Gas
Cloud Services
1 8 (9.41%) Microsoft Azure
2 7 (8.24%) Azure Machine Learning
3 3 (3.53%) IaaS
3 3 (3.53%) PaaS
3 3 (3.53%) SaaS
Database & Business Intelligence
1 41 (48.24%) SQL Server
2 39 (45.88%) Data Warehouse
3 33 (38.82%) SQL Server Integration Services
4 31 (36.47%) Big Data
5 29 (34.12%) SQL Server Reporting Services
6 24 (28.24%) Data Lake
7 22 (25.88%) Power BI
8 18 (21.18%) BusinessObjects
9 11 (12.94%) Hadoop
10 10 (11.76%) SQL Server 2008
11 7 (8.24%) Azure SQL Data Warehouse
11 7 (8.24%) HDInsight
11 7 (8.24%) Relational Database
11 7 (8.24%) SAP HANA
11 7 (8.24%) SQL Server 2005
12 6 (7.06%) BusinessObjects Business Intelligence
12 6 (7.06%) BusinessObjects Web Intelligence
12 6 (7.06%) Data Mining
12 6 (7.06%) SAP Data Services
12 6 (7.06%) SQL Server Analysis Services
Development Applications
1 1 (1.18%) Team Foundation Server
1 1 (1.18%) Toad
1 1 (1.18%) Visual Studio
General
1 26 (30.59%) Finance
2 6 (7.06%) Legal
3 4 (4.71%) Marketing
3 4 (4.71%) Multimedia
4 3 (3.53%) Electronics
5 2 (2.35%) Billing
6 1 (1.18%) Banking
6 1 (1.18%) German Language
6 1 (1.18%) Italian Language
6 1 (1.18%) Portuguese Language
6 1 (1.18%) Spanish Language
Job Titles
1 25 (29.41%) Developer
2 22 (25.88%) Data Warehouse Developer
2 22 (25.88%) SQL Developer
3 18 (21.18%) Architect
4 17 (20.00%) Data Architect
5 15 (17.65%) Business Intelligence Developer
6 14 (16.47%) SQL BI Developer
6 14 (16.47%) SSIS Developer
6 14 (16.47%) SSRS Developer
6 14 (16.47%) T-SQL Developer
7 12 (14.12%) Analyst
8 11 (12.94%) Enterprise Architect
8 11 (12.94%) Enterprise Data Architect
9 9 (10.59%) Business Intelligence Architect
10 7 (8.24%) DBA
10 7 (8.24%) SQL DBA
11 6 (7.06%) Business Architect
11 6 (7.06%) Business Consultant
11 6 (7.06%) SAP BusinessObjects (BO) Consultant
11 6 (7.06%) SAP Consultant
Libraries, Frameworks & Software Standards
1 8 (9.41%) .NET
2 7 (8.24%) ASP.NET
3 1 (1.18%) HTML
3 1 (1.18%) HTML5
3 1 (1.18%) Middleware
3 1 (1.18%) REST
3 1 (1.18%) SAP PI
3 1 (1.18%) SAPUI5
3 1 (1.18%) Web Services
Miscellaneous
1 17 (20.00%) Analytical Skills
2 13 (15.29%) Computer Science
3 5 (5.88%) Cyber Attack
4 3 (3.53%) Data Protection Act
4 3 (3.53%) Management Information System
5 2 (2.35%) Smartphone
6 1 (1.18%) Enterprise Software
6 1 (1.18%) Greenfield Project
Processes & Methodologies
1 49 (57.65%) Business Intelligence
2 26 (30.59%) Data Strategy
3 25 (29.41%) Agile Software Development
4 22 (25.88%) Data Management
5 21 (24.71%) Analytics
6 20 (23.53%) Continuous Integration
6 20 (23.53%) Test Automation
7 16 (18.82%) ETL
8 14 (16.47%) Mentoring
9 11 (12.94%) Statistics
10 10 (11.76%) Data Integration
11 9 (10.59%) Coaching
12 8 (9.41%) Data Architecture
12 8 (9.41%) Root Cause Analysis
13 7 (8.24%) Data Cleansing
13 7 (8.24%) Data Migration
13 7 (8.24%) Enterprise Architecture
13 7 (8.24%) High Availability
13 7 (8.24%) Mathematics
13 7 (8.24%) Performance Tuning
Programming Languages
1 50 (58.82%) SQL
2 30 (35.29%) T-SQL
3 11 (12.94%) Python
4 8 (9.41%) PowerShell
5 7 (8.24%) C#
5 7 (8.24%) JavaScript
5 7 (8.24%) R
5 7 (8.24%) VB.NET
6 6 (7.06%) VB
7 4 (4.71%) Perl
8 3 (3.53%) VBA
9 1 (1.18%) ABAP
Qualifications
1 16 (18.82%) Degree
2 4 (4.71%) Computer Science Degree
Quality Assurance & Compliance
1 11 (12.94%) Data Quality
2 8 (9.41%) QA
3 4 (4.71%) SLA
4 3 (3.53%) PCI DSS
Systems Management
1 3 (3.53%) Oozie
Vendors
1 34 (40.00%) Microsoft
2 18 (21.18%) SAP
3 7 (8.24%) Hortonworks
4 4 (4.71%) Cognos
5 3 (3.53%) Oracle
6 2 (2.35%) Tableau
7 1 (1.18%) Logi Analytics
Reigate, Surrey
ARC IT Recruitment Ltd
Salary: £48K plus bonus plus benefits
Posted: 17 hours ago
Reigate, Surrey
ARC IT Recruitment Ltd
Salary: £60000 - £70000 per annum + Plus Bonus and Benefits
Posted: 17 hours ago
Reigate, Surrey
TLP Consultancy Ltd.
Salary: £40000 - £48000 per annum + excellent package
Posted: Yesterday
Reigate, Surrey
Client Server
Salary: £55k to £65k + benefits
Posted: 2 days ago
Surrey
Pioneer Search
Salary: £55000.00 - £65000.00 per annum
Posted: 3 days ago
Sutton, Surrey
Reed Business Information Ltd
Salary: From £65,000 to £70,000 per annum + bonus & extensive benefits
Posted: 18 days ago
Sutton, Surrey
Reed Business Information Ltd
Salary: From £50,000 to £60,000 per annum + 7.5% bonus + benefits
Posted: 17 days ago