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 average salaries offered in IT jobs that have cited Data Modelling over the 3 months to 2 September 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
2 Sep 2015
Same period 2014 Same period 2013
Data Modeling
Rank 109 153 164
Rank change year-on-year
+44 +11
Permanent jobs citing Data Modelling 113 74 58
As % of all permanent IT jobs located in Berkshire 2.19% 1.25% 1.05%
As % of the Processes & Methodologies category 2.69% 1.59% 1.36%
Number of salaries quoted 88 59 52
Average salary £65,000 £50,000 £50,000
Average salary % change year-on-year
+30.00% -
90% offered a salary of more than £45,000 £42,000 £33,500
10% offered a salary of more than £78,250 £65,000 £70,000
UK excluding London average salary £49,250 £45,000 £45,000
% change year-on-year
+9.44% -
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
4202 4649 4274
As % of all permanent IT jobs located in Berkshire 81.31% 78.31% 77.02%
Number of salaries quoted 3207 3120 3238
Average salary £52,000 £50,000 £47,500
Average salary % change year-on-year
+4.00% +5.26%
90% offered a salary of more than £34,000 £31,500 £32,500
10% offered a salary of more than £70,000 £68,000 £75,000
UK excluding London average salary £45,000 £42,500 £41,500
% change year-on-year
+5.88% +2.40%

Data Modelling
Jobs Demand Trend in Berkshire

This chart provides a 3-month moving total of permanent IT jobs citing Data Modelling across the Berkshire region as a proportion of the total demand within 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 2 September 2015.

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 average salaries quoted in IT jobs citing Data Modelling within the Berkshire region over the 3 months to 2 September 2015. 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Reading -1 37 £65,000 +8.33% 2
Slough +14 27 £57,500 +35.29% 6
Bracknell +27 6 £57,500 -23.33%
Maidenhead +11 5 £67,500 +42.10%
Newbury +9 4 £65,000 +8.33%
Wokingham - 1 £36,000 -
Data Modelling
South East

Data Modelling
Top 30 Related IT Skills in Berkshire

For the 6 months to 2 September 2015, IT jobs across the Berkshire region citing Data Modelling also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Modelling.

1 95 (48.72%) Data Warehouse
2 79 (40.51%) Business Intelligence
3 74 (37.95%) ETL
4 65 (33.33%) SQL
5 58 (29.74%) SQL Server Integration Services
6 56 (28.72%) SQL Server
7 54 (27.69%) SQL Server Analysis Services
8 46 (23.59%) MDX
9 45 (23.08%) Microsoft
10 44 (22.56%) Oracle
10 44 (22.56%) Agile Software Development
11 42 (21.54%) Finance
12 40 (20.51%) E-Commerce
13 34 (17.44%) SQL Server Reporting Services
14 33 (16.92%) SDLC
15 31 (15.90%) Degree
15 31 (15.90%) SOA
16 29 (14.87%) Enterprise Architecture
17 28 (14.36%) Data Management
17 28 (14.36%) Web Services
18 27 (13.85%) MS Excel
19 26 (13.33%) Continuous Integration
19 26 (13.33%) Big Data
20 25 (12.82%) TOGAF
20 25 (12.82%) UML
21 24 (12.31%) Java
21 24 (12.31%) Scrum
21 24 (12.31%) Data Analysis
22 23 (11.79%) Data Architecture
22 23 (11.79%) T-SQL

Data Modelling
Top Related IT Skills in Berkshire by Category

For the 6 months to 2 September 2015, IT jobs across the Berkshire region citing Data Modelling also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Modelling. Up to 20 skills are shown per category.

Application Platforms
1 9 (4.62%) SharePoint
2 7 (3.59%) Tomcat
2 7 (3.59%) Confluence
3 6 (3.08%) Apache Pig
4 4 (2.05%) SAS
5 3 (1.54%) Lync
5 3 (1.54%) Oracle UPK
6 1 (0.51%) Apache Spark
6 1 (0.51%) PowerExchange
6 1 (0.51%) WebLogic
Applications
1 27 (13.85%) MS Excel
2 10 (5.13%) MS Office
3 4 (2.05%) MS Visio
3 4 (2.05%) PowerPivot
4 1 (0.51%) MS Project
Business Applications
1 5 (2.56%) Oracle EBS
2 3 (1.54%) Oracle Financials
2 3 (1.54%) Remedy ITSM
3 2 (1.03%) SAP MDM
3 2 (1.03%) Dynamics AX
Cloud Services
1 12 (6.15%) SaaS
2 4 (2.05%) Cloud Computing
3 2 (1.03%) Amazon AWS
3 2 (1.03%) Amazon EMR
4 1 (0.51%) PaaS
4 1 (0.51%) Office 365
Communications & Networking
1 3 (1.54%) WAN
1 3 (1.54%) LAN
2 2 (1.03%) VoIP
2 2 (1.03%) Wi-Fi
3 1 (0.51%) NAS
3 1 (0.51%) F5 BIG-IP LTM
3 1 (0.51%) F5 BIG-IP GTM
3 1 (0.51%) Ethernet
3 1 (0.51%) SAN
3 1 (0.51%) Firewall
Database & Business Intelligence
1 95 (48.72%) Data Warehouse
2 58 (29.74%) SQL Server Integration Services
3 56 (28.72%) SQL Server
4 54 (27.69%) SQL Server Analysis Services
5 34 (17.44%) SQL Server Reporting Services
6 26 (13.33%) Big Data
7 22 (11.28%) Enterprise Data Warehouse
8 16 (8.21%) Data Mining
9 11 (5.64%) Hadoop
10 9 (4.62%) SQL Server 2012
10 9 (4.62%) MySQL
11 8 (4.10%) OLAP
12 6 (3.08%) Apache Hive
13 5 (2.56%) QlikView
13 5 (2.56%) OLTP
13 5 (2.56%) Star Schema
14 4 (2.05%) MS Access
14 4 (2.05%) SQL Server 2008
14 4 (2.05%) PerformancePoint
14 4 (2.05%) SSDT
Development Applications
1 17 (8.72%) ERwin
2 14 (7.18%) Subversion
3 7 (3.59%) JIRA
3 7 (3.59%) JUnit
3 7 (3.59%) Team Foundation Server
4 5 (2.56%) Talend Open Studio
5 4 (2.05%) SQL Server Management Studio (SSMS)
5 4 (2.05%) VSS/SourceSafe
General
1 42 (21.54%) Finance
2 22 (11.28%) Retail
3 15 (7.69%) Pharmaceutical
3 15 (7.69%) Telecoms
4 14 (7.18%) Banking
5 11 (5.64%) Legal
6 6 (3.08%) Back Office
7 3 (1.54%) Marketing
8 2 (1.03%) Automotive
8 2 (1.03%) Games
9 1 (0.51%) Publishing
9 1 (0.51%) Billing
Job Titles
1 67 (34.36%) Developer
2 64 (32.82%) Architect
3 56 (28.72%) Analyst
4 45 (23.08%) Data Architect
5 29 (14.87%) Business Analyst
6 26 (13.33%) Data Warehouse Developer
7 17 (8.72%) Data Analyst
8 14 (7.18%) Cognos Developer
9 13 (6.67%) Data Warehouse Analyst
10 12 (6.15%) Analyst Developer
11 11 (5.64%) Senior Developer
11 11 (5.64%) Business Intelligence Architect
12 10 (5.13%) Business Architect
13 9 (4.62%) Data Warehouse Architect
14 8 (4.10%) Solutions Architect
15 7 (3.59%) Hybris Developer
16 6 (3.08%) Enterprise Architect
16 6 (3.08%) Data Modeller
16 6 (3.08%) Technical Leader
17 5 (2.56%) Business Intelligence Developer
Libraries, Frameworks & Software Standards
1 46 (23.59%) MDX
2 28 (14.36%) Web Services
3 22 (11.28%) XML
4 20 (10.26%) Middleware
5 14 (7.18%) .NET
6 11 (5.64%) HTML
7 10 (5.13%) Ajax
7 10 (5.13%) EJB
7 10 (5.13%) CSS
7 10 (5.13%) jQuery
8 8 (4.10%) XSD
9 7 (3.59%) JSP
9 7 (3.59%) Spring
9 7 (3.59%) Spring MVC
10 4 (2.05%) REST
10 4 (2.05%) .NET Framework
10 4 (2.05%) JSON
10 4 (2.05%) SOAP
11 3 (1.54%) ASP.NET
11 3 (1.54%) ASP.NET MVC
Miscellaneous
1 23 (11.79%) Analytical Skills
2 20 (10.26%) Computer Science
3 18 (9.23%) Data Integration
4 17 (8.72%) Mathematics
5 13 (6.67%) Data Structures
6 7 (3.59%) iPad
7 6 (3.08%) Management Information System
7 6 (3.08%) Enterprise Software
8 5 (2.56%) Life Science
9 4 (2.05%) Statistics
9 4 (2.05%) Client/Server
9 4 (2.05%) Visualisation
9 4 (2.05%) Mobile App
10 3 (1.54%) Algorithms
10 3 (1.54%) Physics
10 3 (1.54%) Taxonomies
11 2 (1.03%) Ontologies
11 2 (1.03%) Replication
11 2 (1.03%) CMDB
11 2 (1.03%) Data Centre
Operating Systems
1 9 (4.62%) UNIX
2 8 (4.10%) Windows
3 1 (0.51%) AIX
3 1 (0.51%) Linux
3 1 (0.51%) Windows Server 2003
3 1 (0.51%) Red Hat Enterprise Linux
Processes & Methodologies
1 79 (40.51%) Business Intelligence
2 74 (37.95%) ETL
3 44 (22.56%) Agile Software Development
4 40 (20.51%) E-Commerce
5 33 (16.92%) SDLC
6 31 (15.90%) SOA
7 29 (14.87%) Enterprise Architecture
8 28 (14.36%) Data Management
9 26 (13.33%) Continuous Integration
10 25 (12.82%) TOGAF
10 25 (12.82%) UML
11 24 (12.31%) Scrum
11 24 (12.31%) Data Analysis
12 23 (11.79%) Data Architecture
12 23 (11.79%) Logical Data Model
13 22 (11.28%) Migration
14 19 (9.74%) Project Management
14 19 (9.74%) Use Case
14 19 (9.74%) User Acceptance Testing
14 19 (9.74%) Kimball Methodology
Programming Languages
1 65 (33.33%) SQL
2 24 (12.31%) Java
3 23 (11.79%) T-SQL
4 19 (9.74%) C#
5 18 (9.23%) JavaScript
6 10 (5.13%) C++
7 4 (2.05%) VB.NET
8 3 (1.54%) Python
8 3 (1.54%) R
8 3 (1.54%) Data Analysis Expressions (DAX)
9 2 (1.03%) HiveQL
9 2 (1.03%) PL/SQL
9 2 (1.03%) C
Qualifications
1 31 (15.90%) Degree
2 5 (2.56%) Security Cleared
3 3 (1.54%) SC Cleared
4 1 (0.51%) CITP
Quality Assurance & Compliance
1 6 (3.08%) Sarbanes-Oxley
1 6 (3.08%) Data Quality
2 3 (1.54%) Solvency II
3 2 (1.03%) QA
4 1 (0.51%) ISO 9001
4 1 (0.51%) TickIT
4 1 (0.51%) COBIT
System Software
1 4 (2.05%) VMware ESX
2 2 (1.03%) Apache Flume
3 1 (0.51%) VMware Infrastructure
Systems Management
1 4 (2.05%) SCCM
2 1 (0.51%) Oracle EDQ
Vendors
1 45 (23.08%) Microsoft
2 44 (22.56%) Oracle
3 19 (9.74%) Cognos
4 11 (5.64%) SAP
5 9 (4.62%) Informatica
5 9 (4.62%) CA
6 7 (3.59%) hybris
6 7 (3.59%) Tableau
7 5 (2.56%) Talend
8 4 (2.05%) Teradata
8 4 (2.05%) Netezza
8 4 (2.05%) Hyperion
8 4 (2.05%) Embarcadero
8 4 (2.05%) Sybase
9 3 (1.54%) Remedy
9 3 (1.54%) Xamarin
10 2 (1.03%) ServiceNow
10 2 (1.03%) IBM
11 1 (0.51%) HP
11 1 (0.51%) Cognizant
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