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 salaries offered in IT jobs that have cited Star Schema over the 3 months to 28 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
28 Jun 2016
Same period 2015 Same period 2014
Star Schema
Rank 817 769 826
Rank change year-on-year
-48 +57
Permanent jobs citing Star Schema 79 160 127
As % of all permanent IT jobs located in England 0.086% 0.16% 0.11%
As % of the Database & Business Intelligence category 0.29% 0.48% 0.35%
Number of salaries quoted 65 90 115
Median salary £52,500 £48,000 £47,500
Median salary % change year-on-year
+9.37% +1.05%
90% offered a salary of more than £44,000 £37,500 £40,750
10% offered a salary of more than £72,500 £85,000 £63,750
UK excluding London median salary £52,500 £43,500 £45,000
% change year-on-year
+20.68% -3.33%
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
27615 33412 35859
As % of all permanent IT jobs located in England 29.99% 32.72% 32.30%
Number of salaries quoted 23920 28492 31041
Median salary £50,000 £47,500 £45,000
Median salary % change year-on-year
+5.26% +5.55%
90% offered a salary of more than £32,500 £32,000 £30,500
10% offered a salary of more than £75,000 £70,000 £70,000
UK excluding London median salary £42,500 £41,500 £40,000
% change year-on-year
+2.40% +3.75%

Star Schema
Jobs Demand Trend in England

The demand trend of job ads across the England region citing Star Schema as a proportion of all IT jobs with a match in 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 28 June 2016.

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 median salaries quoted in IT jobs citing Star Schema within the England region over the 3 months to 28 June 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
London -26 60 £52,500 -19.23% 2
East Midlands - 5 £52,500 -
South East +2 4 £66,250 +42.47%
North West - 4 £34,500 - 2
Yorkshire +28 3 £42,500 +10.38% 2
South West +4 3 £55,000 -
Star Schema
UK

Star Schema
Top 30 Related IT Skills in England

For the 6 months to 28 June 2016, IT jobs citing Star Schema 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 England region with a requirement for Star Schema.

1 149 (86.63%) Data Warehouse
2 124 (72.09%) SQL
3 119 (69.19%) ETL
4 116 (67.44%) Business Intelligence
5 109 (63.37%) SQL Server
6 99 (57.56%) SQL Server Integration Services
7 90 (52.33%) Finance
8 85 (49.42%) Microsoft
9 71 (41.28%) Data Modelling
10 66 (38.37%) SQL Server Analysis Services
11 59 (34.30%) SQL Server Reporting Services
12 50 (29.07%) T-SQL
13 49 (28.49%) Kimball Methodology
14 48 (27.91%) MS Excel
15 43 (25.00%) Oracle
16 42 (24.42%) Data Integration
17 35 (20.35%) Analytics
18 33 (19.19%) Relational Database
19 32 (18.60%) BusinessObjects
20 31 (18.02%) OLAP
20 31 (18.02%) MDX
21 27 (15.70%) Data Architecture
22 25 (14.53%) SQL Server 2008
22 25 (14.53%) RDBMS
23 24 (13.95%) Retail
23 24 (13.95%) Tableau
24 21 (12.21%) SQL Server 2014
25 20 (11.63%) Data Management
25 20 (11.63%) C#
26 19 (11.05%) Degree

Star Schema
Top Related IT Skills in England 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 5 (2.91%) BizTalk Server
1 5 (2.91%) SharePoint
2 3 (1.74%) SAS
3 2 (1.16%) Apache Pig
3 2 (1.16%) Apache Spark
4 1 (0.58%) SharePoint 2013
4 1 (0.58%) WebLogic
Applications
1 48 (27.91%) MS Excel
2 2 (1.16%) SPSS
Business Applications
1 6 (3.49%) Oracle Applications
2 3 (1.74%) Cognos TM1
3 2 (1.16%) Cognos Business Intelligence
4 1 (0.58%) Hyperion Planning
4 1 (0.58%) Oracle Assets
4 1 (0.58%) Oracle EBS R12
4 1 (0.58%) Oracle ERP
4 1 (0.58%) Oracle General Ledger
4 1 (0.58%) Oracle Payables
4 1 (0.58%) Oracle Receivables
4 1 (0.58%) SAP Oil and Gas
Cloud Services
1 6 (3.49%) Amazon AWS
2 3 (1.74%) Microsoft Azure
3 1 (0.58%) Amazon Kinesis
3 1 (0.58%) Amazon S3
3 1 (0.58%) AWS Elastic Beanstalk
3 1 (0.58%) Google Analytics
3 1 (0.58%) Google Cloud Platform
Database & Business Intelligence
1 149 (86.63%) Data Warehouse
2 109 (63.37%) SQL Server
3 99 (57.56%) SQL Server Integration Services
4 66 (38.37%) SQL Server Analysis Services
5 59 (34.30%) SQL Server Reporting Services
6 33 (19.19%) Relational Database
7 32 (18.60%) BusinessObjects
8 31 (18.02%) OLAP
9 25 (14.53%) RDBMS
9 25 (14.53%) SQL Server 2008
10 21 (12.21%) SQL Server 2014
11 17 (9.88%) Oracle Database
12 15 (8.72%) Oracle Reports
13 14 (8.14%) Microsoft Analysis Services
13 14 (8.14%) Oracle ODI
13 14 (8.14%) SQL Server 2012
14 13 (7.56%) Big Data
14 13 (7.56%) Power BI
15 12 (6.98%) Oracle Database 11g
16 11 (6.40%) Data Mart
Development Applications
1 5 (2.91%) ERwin
1 5 (2.91%) Subversion
1 5 (2.91%) Visual Studio
2 1 (0.58%) Talend Open Studio
General
1 90 (52.33%) Finance
2 24 (13.95%) Retail
3 11 (6.40%) Banking
4 8 (4.65%) Legal
5 7 (4.07%) Law
5 7 (4.07%) Publishing
6 6 (3.49%) Games
6 6 (3.49%) Marketing
6 6 (3.49%) Telecoms
7 5 (2.91%) Pharmaceutical
8 3 (1.74%) Back Office
9 2 (1.16%) Investment Banking
9 2 (1.16%) Manufacturing
10 1 (0.58%) Electronics
Job Titles
1 99 (57.56%) Developer
2 42 (24.42%) ETL Developer
3 41 (23.84%) Business Intelligence Developer
4 38 (22.09%) SSIS Developer
5 33 (19.19%) Data Warehouse Developer
6 29 (16.86%) SQL Developer
7 28 (16.28%) Architect
7 28 (16.28%) Data Architect
8 24 (13.95%) Analyst
9 19 (11.05%) Analyst Developer
10 18 (10.47%) Business Objects Developer
11 16 (9.30%) Developer Analyst
11 16 (9.30%) Report Developer
12 15 (8.72%) Consultant
13 13 (7.56%) Data Analyst
14 12 (6.98%) Lead Developer
14 12 (6.98%) Senior Consultant
14 12 (6.98%) SQL Analyst
15 11 (6.40%) ETL Analyst
15 11 (6.40%) SSIS Analyst
Libraries, Frameworks & Software Standards
1 31 (18.02%) MDX
2 12 (6.98%) .NET
3 10 (5.81%) XML
4 5 (2.91%) Middleware
4 5 (2.91%) SOAP
4 5 (2.91%) WCF
4 5 (2.91%) Web Services
4 5 (2.91%) WinForms
4 5 (2.91%) XSL
5 2 (1.16%) ASP.NET
5 2 (1.16%) Kafka
6 1 (0.58%) ASP.NET MVC
6 1 (0.58%) CSS
6 1 (0.58%) HTML
6 1 (0.58%) jQuery
6 1 (0.58%) JSON
6 1 (0.58%) Twitter Bootstrap
Miscellaneous
1 42 (24.42%) Data Integration
2 14 (8.14%) Analytical Skills
3 13 (7.56%) Management Information System
4 12 (6.98%) Computer Science
4 12 (6.98%) Visualisation
5 9 (5.23%) Clustering
6 8 (4.65%) Data Structures
7 6 (3.49%) Data Extraction
7 6 (3.49%) Mathematics
8 5 (2.91%) Online Games
9 4 (2.33%) Statistics
10 3 (1.74%) Enterprise Software
10 3 (1.74%) Virtual Team
11 2 (1.16%) Fintech
11 2 (1.16%) Freedom of Information
12 1 (0.58%) Life Science
12 1 (0.58%) Semantic Web
Operating Systems
1 4 (2.33%) Unix
Processes & Methodologies
1 119 (69.19%) ETL
2 116 (67.44%) Business Intelligence
3 71 (41.28%) Data Modelling
4 49 (28.49%) Kimball Methodology
5 35 (20.35%) Analytics
6 27 (15.70%) Data Architecture
7 20 (11.63%) Data Management
8 18 (10.47%) ETL Development
9 15 (8.72%) Mentoring
10 14 (8.14%) Agile Software Development
10 14 (8.14%) Dimensional Modelling
11 12 (6.98%) Investment Management
11 12 (6.98%) Logical Data Model
11 12 (6.98%) Performance Tuning
12 11 (6.40%) Data Analytics
12 11 (6.40%) Data Governance
12 11 (6.40%) Migration
13 10 (5.81%) Data Visualisation
13 10 (5.81%) Refactoring
14 8 (4.65%) Master Data Management
Programming Languages
1 124 (72.09%) SQL
2 50 (29.07%) T-SQL
3 20 (11.63%) C#
4 14 (8.14%) PL/SQL
5 12 (6.98%) PowerShell
6 10 (5.81%) VB
6 10 (5.81%) VB.NET
7 6 (3.49%) C
8 5 (2.91%) Java
8 5 (2.91%) Python
8 5 (2.91%) VBA
9 3 (1.74%) Data Analysis Expressions (DAX)
9 3 (1.74%) R
10 2 (1.16%) Clojure
10 2 (1.16%) Ruby
10 2 (1.16%) Scala
10 2 (1.16%) Shell Script
11 1 (0.58%) JavaScript
Qualifications
1 19 (11.05%) Degree
2 2 (1.16%) Microsoft Certification
2 2 (1.16%) SC Cleared
2 2 (1.16%) Security Cleared
3 1 (0.58%) MCITP
Quality Assurance & Compliance
1 18 (10.47%) Data Quality
2 5 (2.91%) QA
System Software
1 3 (1.74%) Oracle RAC
2 1 (0.58%) Docker
Systems Management
1 5 (2.91%) OpenView
2 2 (1.16%) Cisco IPCC
2 2 (1.16%) Dollar Universe
Vendors
1 85 (49.42%) Microsoft
2 43 (25.00%) Oracle
3 24 (13.95%) Tableau
4 13 (7.56%) SAP
5 11 (6.40%) Informatica
6 10 (5.81%) Cognos
7 7 (4.07%) Endeca
8 4 (2.33%) Embarcadero
9 3 (1.74%) Alteryx
9 3 (1.74%) IBM
9 3 (1.74%) webMethods
10 1 (0.58%) Ab Initio
10 1 (0.58%) Hyperion
10 1 (0.58%) MicroStrategy
10 1 (0.58%) Pega
10 1 (0.58%) Talend
10 1 (0.58%) Teradata
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