The table below looks at the statistics for Star Schema skills in IT jobs advertised for the England region. Included is a guide to the average salaries offered in IT jobs that have cited Star Schema over the 3 months to 7 July 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
7 Jul 2015
Same period 2014 Same period 2013
Star Schema
Rank 728 775 767
Rank change year-on-year
+47 -8
Permanent jobs citing Star Schema 152 131 90
As % of all permanent IT jobs located in England 0.15% 0.12% 0.088%
As % of the Database & Business Intelligence category 0.47% 0.38% 0.28%
Number of salaries quoted 85 118 68
Average salary £48,000 £50,000 £43,500
Average salary % change year-on-year
-4.00% +14.94%
90% offered a salary of more than £37,500 £40,000 £35,000
10% offered a salary of more than £85,000 £65,000 £60,000
UK excluding London average salary £43,500 £45,000 £41,000
% change year-on-year
-3.33% +9.75%
Star Schema
UK

The following table is for comparison with the above and provides statistics for the entire Database & Business Intelligence category in permanent jobs advertised in the England region.

Database & Business Intelligence Category
England
Permanent IT job ads with a match in the
Database & Business Intelligence category
32229 34486 32342
As % of all permanent IT jobs located in England 31.57% 31.37% 31.45%
Number of salaries quoted 27435 29835 28352
Average salary £47,500 £45,000 £42,500
Average salary % change year-on-year
+5.55% +5.88%
90% offered a salary of more than £32,500 £30,500 £30,000
10% offered a salary of more than £72,500 £65,000 £70,000
UK excluding London average salary £42,000 £40,000 £38,500
% change year-on-year
+5.00% +3.89%

Star Schema
Jobs Demand Trend in England

This chart provides a 3-month moving total of permanent IT jobs citing Star Schema across the England region as a proportion of the total demand within the Database & Business Intelligence category.

Star Schema Jobs Demand Trend in England

Star Schema
Salary Trend in England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Star Schema across the England region.

Star Schema Salary Trend in England

Star Schema
Salary Histogram in England

This chart provides a salary histogram for IT jobs citing Star Schema across the England region over the 3 months to 7 July 2015.

Star Schema Salary Histogram in England

Star Schema
Job Locations in England

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing Star Schema within the England region over the 3 months to 7 July 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
London +97 97 £65,000 +8.33% 7
South East +13 40 £43,500 -16.34% 2
West Midlands -13 12 £39,000 -2.50% 1
Yorkshire -4 2 £40,500 -10.00%
South West -12 1 - - 1
Star Schema
UK

Star Schema
Top 30 Related IT Skills in England

For the 6 months to 7 July 2015, IT jobs across the England region citing Star Schema 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 Star Schema.

1 179 (70.47%) Business Intelligence
2 178 (70.08%) SQL
3 174 (68.50%) Data Warehouse
4 162 (63.78%) SQL Server
5 157 (61.81%) ETL
6 152 (59.84%) SQL Server Integration Services
7 132 (51.97%) Data Modelling
8 130 (51.18%) Microsoft
9 119 (46.85%) Oracle
10 104 (40.94%) Finance
11 96 (37.80%) SQL Server Analysis Services
11 96 (37.80%) SQL Server Reporting Services
12 89 (35.04%) Agile Software Development
13 80 (31.50%) Degree
14 77 (30.31%) Kimball Methodology
15 75 (29.53%) T-SQL
16 64 (25.20%) Analytical Skills
17 62 (24.41%) Analytics
18 61 (24.02%) SQL Server 2008
19 55 (21.65%) MS Excel
20 54 (21.26%) Cognos
21 52 (20.47%) Performance Tuning
22 49 (19.29%) IBM
23 47 (18.50%) Computer Science
24 46 (18.11%) Data Analysis
25 45 (17.72%) Data Structures
25 45 (17.72%) Big Data
26 40 (15.75%) C#
26 40 (15.75%) OLAP
26 40 (15.75%) Business Objects

Star Schema
Top Related IT Skills in England by Category

For the 6 months to 7 July 2015, IT jobs across the England region citing Star Schema 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 Star Schema. Up to 20 skills are shown per category.

Application Platforms
1 9 (3.54%) SAS
2 8 (3.15%) SharePoint
Applications
1 55 (21.65%) MS Excel
2 22 (8.66%) MS Office
3 10 (3.94%) Spreadsheet
4 8 (3.15%) MS Visio
5 6 (2.36%) PowerPivot
6 2 (0.79%) SPSS
7 1 (0.39%) MS PowerPoint
Business Applications
1 21 (8.27%) Cognos Business Intelligence
2 5 (1.97%) Cognos TM1
3 3 (1.18%) Oracle EBS
3 3 (1.18%) Dynamics CRM
4 1 (0.39%) SAP Oil and Gas
Cloud Services
1 4 (1.57%) Cloud Computing
2 1 (0.39%) Microsoft Azure
Communications & Networking
1 1 (0.39%) TCP/IP
Database & Business Intelligence
1 174 (68.50%) Data Warehouse
2 162 (63.78%) SQL Server
3 152 (59.84%) SQL Server Integration Services
4 96 (37.80%) SQL Server Reporting Services
4 96 (37.80%) SQL Server Analysis Services
5 61 (24.02%) SQL Server 2008
6 45 (17.72%) Big Data
7 40 (15.75%) OLAP
8 34 (13.39%) Oracle Database
9 33 (12.99%) Oracle Reports
10 31 (12.20%) Relational Database
11 29 (11.42%) Oracle Database 11g
12 28 (11.02%) Microsoft Analysis Services
13 25 (9.84%) Data Mart
13 25 (9.84%) OLAP Cube
14 21 (8.27%) Cognos Framework Manager
14 21 (8.27%) SQL Server 2005
15 20 (7.87%) QlikView
16 19 (7.48%) Cognos Report Studio
16 19 (7.48%) Oracle OLAP
Development Applications
1 24 (9.45%) Visual Studio
2 22 (8.66%) SQL Server Management Studio (SSMS)
3 18 (7.09%) ERwin
4 12 (4.72%) Subversion
5 11 (4.33%) Team Foundation Server
6 6 (2.36%) Toad
7 4 (1.57%) VSS/SourceSafe
8 3 (1.18%) MSBuild
8 3 (1.18%) TeamCity
9 2 (0.79%) HP UFT
9 2 (0.79%) FitNesse
9 2 (0.79%) Visual Studio Team System
General
1 104 (40.94%) Finance
2 25 (9.84%) Retail
3 24 (9.45%) Telecoms
4 14 (5.51%) Banking
5 13 (5.12%) Publishing
5 13 (5.12%) Front Office
6 10 (3.94%) Marketing
7 6 (2.36%) Billing
8 5 (1.97%) Advertising
9 2 (0.79%) Back Office
10 1 (0.39%) Electronics
10 1 (0.39%) Automotive
10 1 (0.39%) Legal
10 1 (0.39%) Manufacturing
10 1 (0.39%) Games
Job Titles
1 154 (60.63%) Developer
2 64 (25.20%) Analyst
3 62 (24.41%) Business Intelligence Developer
4 33 (12.99%) Business Developer
5 27 (10.63%) Architect
6 26 (10.24%) Data Analyst
7 25 (9.84%) Business Analyst
8 22 (8.66%) Data Architect
9 21 (8.27%) Senior Developer
10 20 (7.87%) .NET Developer
11 18 (7.09%) Business Intelligence Analyst
12 14 (5.51%) Cognos Developer
12 14 (5.51%) Cognos BI Developer
13 12 (4.72%) SQL Developer
13 12 (4.72%) Data Warehouse Developer
13 12 (4.72%) Oracle Developer
14 11 (4.33%) Developer Analyst
15 10 (3.94%) ETL Developer
16 9 (3.54%) Senior Business Intelligence Developer
16 9 (3.54%) Front-End Developer
Libraries, Frameworks & Software Standards
1 38 (14.96%) .NET
2 26 (10.24%) Web Services
3 24 (9.45%) XML
4 23 (9.06%) ASP.NET
4 23 (9.06%) WCF
5 20 (7.87%) ASP.NET MVC
6 18 (7.09%) ASP.NET MVC 2
6 18 (7.09%) Entity Framework
6 18 (7.09%) WF
6 18 (7.09%) DAO
6 18 (7.09%) NHibernate
6 18 (7.09%) .NET Framework
7 11 (4.33%) Middleware
8 8 (3.15%) MDX
8 8 (3.15%) HTML
9 5 (1.97%) WinForms
9 5 (1.97%) ADO.NET
10 4 (1.57%) RESTful
10 4 (1.57%) HTML5
10 4 (1.57%) AngularJS
Miscellaneous
1 64 (25.20%) Analytical Skills
2 47 (18.50%) Computer Science
3 45 (17.72%) Data Structures
4 32 (12.60%) Data Protection Act
4 32 (12.60%) Freedom of Information Act
4 32 (12.60%) Freedom of Information
4 32 (12.60%) Data Integration
5 31 (12.20%) Management Information System
6 13 (5.12%) Mathematics
7 8 (3.15%) Visualisation
8 6 (2.36%) Replication
9 4 (1.57%) Statistics
9 4 (1.57%) Client/Server
9 4 (1.57%) Blog
9 4 (1.57%) Data Extraction
10 3 (1.18%) Economics
11 2 (0.79%) Performance Metrics
11 2 (0.79%) Social Media
12 1 (0.39%) Data Centre
12 1 (0.39%) PMI
Operating Systems
1 36 (14.17%) UNIX
2 33 (12.99%) Windows
3 10 (3.94%) Linux
4 2 (0.79%) Windows Server 2003
4 2 (0.79%) Windows Server 2008
Processes & Methodologies
1 179 (70.47%) Business Intelligence
2 157 (61.81%) ETL
3 132 (51.97%) Data Modelling
4 89 (35.04%) Agile Software Development
5 77 (30.31%) Kimball Methodology
6 62 (24.41%) Analytics
7 52 (20.47%) Performance Tuning
8 46 (18.11%) Data Analysis
9 39 (15.35%) Project Management
10 36 (14.17%) Inmon Methodology
11 34 (13.39%) Data Management
12 32 (12.60%) Scrum
12 32 (12.60%) Data Protection
13 30 (11.81%) Dimensional Modelling
14 26 (10.24%) Data Architecture
15 24 (9.45%) Data Security
16 20 (7.87%) UML
17 19 (7.48%) Release Management
17 19 (7.48%) Logical Data Model
18 18 (7.09%) Data Governance
Programming Languages
1 178 (70.08%) SQL
2 75 (29.53%) T-SQL
3 40 (15.75%) C#
4 30 (11.81%) PL/SQL
5 11 (4.33%) Shell Script
6 9 (3.54%) Python
6 9 (3.54%) VB.NET
7 8 (3.15%) R
8 7 (2.76%) Java
9 6 (2.36%) JavaScript
10 5 (1.97%) VB
11 4 (1.57%) VBA
11 4 (1.57%) C
12 1 (0.39%) XPath
12 1 (0.39%) PowerShell
Qualifications
1 80 (31.50%) Degree
2 23 (9.06%) Microsoft Certification
3 18 (7.09%) MCP
4 14 (5.51%) Security Cleared
5 13 (5.12%) DV Cleared
6 3 (1.18%) SC Cleared
6 3 (1.18%) MCITP
7 2 (0.79%) ISTQB
7 2 (0.79%) MCSA
7 2 (0.79%) ISEB
7 2 (0.79%) PMI Certification
7 2 (0.79%) Six Sigma Green Belt
8 1 (0.39%) PMP
Quality Assurance & Compliance
1 17 (6.69%) Data Quality
2 14 (5.51%) QA
3 4 (1.57%) Solvency II
System Software
1 4 (1.57%) VMware ESX
Systems Management
1 4 (1.57%) SCCM
1 4 (1.57%) Oracle EDQ
Vendors
1 130 (51.18%) Microsoft
2 119 (46.85%) Oracle
3 54 (21.26%) Cognos
4 49 (19.29%) IBM
5 40 (15.75%) Business Objects
6 27 (10.63%) Informatica
7 23 (9.06%) Tableau
8 20 (7.87%) MicroStrategy
9 19 (7.48%) SAP
10 18 (7.09%) Sybase
11 17 (6.69%) Teradata
12 13 (5.12%) Ab Initio
13 12 (4.72%) Trillium
14 6 (2.36%) Salesforce.com
14 6 (2.36%) Zuora
15 4 (1.57%) Cloudera
16 3 (1.18%) Red Gate
17 1 (0.39%) Capita
17 1 (0.39%) Netezza
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