The table below looks at the statistics for Data Modelling skills in IT jobs advertised for the Berkshire region. Included is a guide to the salaries offered in IT jobs that have cited Data Modelling over the 3 months to 24 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
24 May 2016
Same period 2015 Same period 2014
Data Modelling
Rank 158 138 130
Rank change year-on-year
-20 -8
Permanent jobs citing Data Modelling 54 86 96
As % of all permanent IT jobs located in Berkshire 1.21% 1.70% 1.73%
As % of the Processes & Methodologies category 1.39% 2.01% 2.15%
Number of salaries quoted 47 60 78
Median salary £60,000 £55,000 £50,000
Median salary % change year-on-year
+9.09% +10.00%
90% offered a salary of more than £36,300 £50,000 £34,940
10% offered a salary of more than £78,500 £75,000 £60,000
UK excluding London median salary £47,500 £45,000 £45,000
% change year-on-year
+5.55% -
Data Modelling
South East

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

Processes & Methodologies Category
Berkshire
Permanent IT job ads with a match in the
Processes & Methodologies category
3885 4288 4462
As % of all permanent IT jobs located in Berkshire 86.82% 84.63% 80.37%
Number of salaries quoted 3088 3087 3171
Median salary £51,000 £53,500 £47,500
Median salary % change year-on-year
-4.67% +12.63%
90% offered a salary of more than £35,000 £35,000 £32,500
10% offered a salary of more than £70,000 £70,000 £75,000
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 Berkshire

The demand trend of job ads across the Berkshire 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 Berkshire

Data Modelling
Salary Trend in Berkshire

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

Data Modelling Salary Trend in Berkshire

Data Modelling
Salary Histogram in Berkshire

This chart provides a salary histogram for IT jobs citing Data Modelling across the Berkshire region over the 3 months to 24 May 2016.

Data Modelling Salary Histogram in Berkshire

Data Modelling
Job Locations in Berkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Modelling within the Berkshire region over the 3 months to 24 May 2016. 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
(Click see detailed
statistics and trends)
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
Slough -18 12 £42,500 -22.72% 1
Bracknell - 12 £61,675 -
Reading -2 11 £38,500 -42.96% 3
Windsor - 2 £60,000 - 1
Data Modelling
South East

Data Modelling
Top 30 Related IT Skills in Berkshire

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

1 103 (60.95%) Business Intelligence
2 97 (57.40%) SQL
3 73 (43.20%) Oracle
4 63 (37.28%) ETL
5 61 (36.09%) Finance
6 60 (35.50%) Analytical Skills
7 58 (34.32%) SQL Server
8 48 (28.40%) Data Analysis
9 44 (26.04%) Data Warehouse
10 42 (24.85%) Degree
11 40 (23.67%) Agile Software Development
12 38 (22.49%) Big Data
13 27 (15.98%) Python
14 26 (15.38%) PL/SQL
14 26 (15.38%) Kimball Methodology
15 25 (14.79%) Retail
16 24 (14.20%) Analytics
17 23 (13.61%) Logical Data Model
17 23 (13.61%) Data Architecture
18 22 (13.02%) Enterprise Software
19 21 (12.43%) NoSQL
19 21 (12.43%) QA
19 21 (12.43%) C#
19 21 (12.43%) XML
19 21 (12.43%) SOA
20 20 (11.83%) T-SQL
20 20 (11.83%) SQL Server Integration Services
20 20 (11.83%) Physical Data Model
20 20 (11.83%) Data Structures
21 19 (11.24%) Performance Management

Data Modelling
Top Related IT Skills in Berkshire 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 14 (8.28%) SAS
2 5 (2.96%) JBoss
3 1 (0.59%) Elasticsearch
3 1 (0.59%) IIS
Applications
1 13 (7.69%) MS Excel
2 4 (2.37%) Spreadsheet
3 2 (1.18%) SPSS
4 1 (0.59%) MS Office
4 1 (0.59%) MS PowerPoint
4 1 (0.59%) MS Project
Business Applications
1 15 (8.88%) HFM
1 15 (8.88%) Hyperion Planning
2 13 (7.69%) Oracle EBS
2 13 (7.69%) Oracle ERP
3 6 (3.55%) Cognos Business Intelligence
4 4 (2.37%) Cognos TM1
5 2 (1.18%) Eloqua
5 2 (1.18%) Remedy ITSM
5 2 (1.18%) SAP MDM
6 1 (0.59%) Dynamics AX
Cloud Services
1 4 (2.37%) SaaS
2 2 (1.18%) Oracle CX
3 1 (0.59%) SuccessFactors
Communications & Networking
1 3 (1.78%) HTTP
Database & Business Intelligence
1 58 (34.32%) SQL Server
2 44 (26.04%) Data Warehouse
3 38 (22.49%) Big Data
4 21 (12.43%) NoSQL
5 20 (11.83%) SQL Server Integration Services
6 17 (10.06%) BusinessObjects
6 17 (10.06%) Oracle Database
6 17 (10.06%) SQL Server Reporting Services
7 16 (9.47%) Data Mining
8 14 (8.28%) Relational Database
9 13 (7.69%) QlikView
9 13 (7.69%) SQL Server Analysis Services
10 11 (6.51%) Oracle BI EE
10 11 (6.51%) Oracle Database 11g
10 11 (6.51%) RDBMS
11 8 (4.73%) DataStage
11 8 (4.73%) DB2
12 7 (4.14%) GIS
13 6 (3.55%) QualityStage
13 6 (3.55%) SAP BI
Development Applications
1 18 (10.65%) ERwin
2 13 (7.69%) Team Foundation Server
3 9 (5.33%) Toad
3 9 (5.33%) Visual Studio
4 5 (2.96%) NuGet
4 5 (2.96%) Subversion
5 3 (1.78%) JIRA
5 3 (1.78%) XMLSpy
6 1 (0.59%) Git (software)
General
1 61 (36.09%) Finance
2 25 (14.79%) Retail
3 14 (8.28%) Telecoms
4 9 (5.33%) Pharmaceutical
5 8 (4.73%) Automotive
6 2 (1.18%) Marketing
7 1 (0.59%) Advertising
7 1 (0.59%) Back Office
7 1 (0.59%) Billing
7 1 (0.59%) Games
7 1 (0.59%) Publishing
Job Titles
1 49 (28.99%) Developer
2 43 (25.44%) Analyst
3 39 (23.08%) Architect
4 25 (14.79%) SQL Developer
5 17 (10.06%) Business Intelligence Developer
6 16 (9.47%) Designer
7 15 (8.88%) Business Analyst
7 15 (8.88%) Business Intelligence Architect
7 15 (8.88%) Data Architect
7 15 (8.88%) Solutions Architect
8 14 (8.28%) Data Analyst
9 12 (7.10%) Data Modeller
10 11 (6.51%) Business Developer
11 10 (5.92%) Business Intelligence Analyst
11 10 (5.92%) ERP Analyst
11 10 (5.92%) ERP Business Analyst
11 10 (5.92%) Systems Analyst
12 9 (5.33%) MIS Developer
12 9 (5.33%) Oracle Analyst
12 9 (5.33%) Oracle ETL Developer
Libraries, Frameworks & Software Standards
1 21 (12.43%) XML
2 10 (5.92%) MDX
2 10 (5.92%) SOAP
3 8 (4.73%) .NET
3 8 (4.73%) XSD
4 7 (4.14%) JSON
5 6 (3.55%) Web Services
6 5 (2.96%) .NET Framework
6 5 (2.96%) Apache Camel
6 5 (2.96%) Apache CXF
6 5 (2.96%) J2EE
6 5 (2.96%) REST
6 5 (2.96%) Spring
7 4 (2.37%) EJB
8 3 (1.78%) JMS
8 3 (1.78%) WSDL
9 2 (1.18%) ASP.NET
9 2 (1.18%) RESTful
10 1 (0.59%) ASP.NET MVC
Miscellaneous
1 60 (35.50%) Analytical Skills
2 22 (13.02%) Enterprise Software
3 20 (11.83%) Data Structures
4 18 (10.65%) Mobile App
4 18 (10.65%) Smart Meter
4 18 (10.65%) Visualisation
5 16 (9.47%) Management Information System
5 16 (9.47%) Mathematics
6 8 (4.73%) Statistics
7 7 (4.14%) SCADA
8 6 (3.55%) Data Extraction
9 4 (2.37%) Computer Science
9 4 (2.37%) Data Integration
10 2 (1.18%) CMDB
10 2 (1.18%) Data Protection Act
10 2 (1.18%) FMCG
10 2 (1.18%) Informatics
10 2 (1.18%) Reference Data
11 1 (0.59%) Digital Media
11 1 (0.59%) Smartphone
Operating Systems
1 6 (3.55%) Windows
2 5 (2.96%) Windows Server
3 3 (1.78%) Linux
4 1 (0.59%) Red Hat Enterprise Linux
Processes & Methodologies
1 103 (60.95%) Business Intelligence
2 63 (37.28%) ETL
3 48 (28.40%) Data Analysis
4 40 (23.67%) Agile Software Development
5 26 (15.38%) Kimball Methodology
6 24 (14.20%) Analytics
7 23 (13.61%) Data Architecture
7 23 (13.61%) Logical Data Model
8 21 (12.43%) SOA
9 20 (11.83%) Physical Data Model
10 19 (11.24%) Performance Management
11 18 (10.65%) Performance Tuning
12 17 (10.06%) Systems Analysis
12 17 (10.06%) UML
13 16 (9.47%) Data Management
14 15 (8.88%) Continuous Improvement
14 15 (8.88%) ERP
14 15 (8.88%) SDLC
14 15 (8.88%) TOGAF
14 15 (8.88%) Translating Business Requirements
Programming Languages
1 97 (57.40%) SQL
2 27 (15.98%) Python
3 26 (15.38%) PL/SQL
4 21 (12.43%) C#
5 20 (11.83%) T-SQL
6 19 (11.24%) Java
7 18 (10.65%) R
8 9 (5.33%) C
8 9 (5.33%) C++
9 5 (2.96%) Data Analysis Expressions (DAX)
10 4 (2.37%) JavaScript
11 3 (1.78%) Go
Qualifications
1 42 (24.85%) Degree
2 10 (5.92%) Security Cleared
3 2 (1.18%) Postgraduate
3 2 (1.18%) SC Cleared
Quality Assurance & Compliance
1 21 (12.43%) QA
2 4 (2.37%) Data Quality
3 3 (1.78%) PCI DSS
3 3 (1.78%) Sarbanes-Oxley
Vendors
1 73 (43.20%) Oracle
2 16 (9.47%) Cognos
2 16 (9.47%) SAP
3 15 (8.88%) Hyperion
3 15 (8.88%) JD Edwards
4 14 (8.28%) Tableau
5 13 (7.69%) Microsoft
6 9 (5.33%) Teradata
7 6 (3.55%) Ab Initio
7 6 (3.55%) ESRI
8 4 (2.37%) webMethods
9 2 (1.18%) Cognizant
9 2 (1.18%) Minitab
9 2 (1.18%) Remedy
9 2 (1.18%) Siebel
10 1 (0.59%) Red Hat
10 1 (0.59%) Salesforce.com
Berkshire
Harvey Nash plc
Salary: £80000 - £85000 per annum + Comprehensive Package + 10% Bonus
Posted: Yesterday
Windsor
Lawrence Harvey
Salary: £55000.00 - £65000.00 per annum + Excellent benefits and Bonus
Posted: 15 days ago
Reading, Berkshire
Oracle Corporation UK Ltd
Salary: Competitive
Posted: 27 days ago
Slough
Interquest - Korus Group - Brighton
Salary: £35000 - £45000 per annum
Posted: 27 days ago