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 26 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
26 Aug 2016
Same period 2015 Same period 2014
Star Schema
Rank 787 808 806
Rank change year-on-year
+21 -2
Permanent jobs citing Star Schema 104 132 137
As % of all permanent IT jobs located in England 0.11% 0.13% 0.13%
As % of the Database & Business Intelligence category 0.38% 0.41% 0.39%
Number of salaries quoted 96 90 113
Median salary £54,000 £43,500 £50,000
Median salary % change year-on-year
+24.13% -13.00%
90% offered a salary of more than £37,000 £35,000 £36,000
10% offered a salary of more than £72,500 £80,000 £70,000
UK excluding London median salary £40,000 £41,500 £46,250
% change year-on-year
-3.61% -10.27%
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
27151 31865 34986
As % of all permanent IT jobs located in England 29.60% 31.19% 31.96%
Number of salaries quoted 23482 27122 29764
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 £30,000
10% offered a salary of more than £75,000 £70,000 £72,500
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

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 26 August 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 26 August 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 +56 70 £60,000 -11.11% 4
West Midlands -13 12 £40,000 -3.61% 1
North West +20 6 £37,500 -6.25%
South East -10 6 £56,250 +32.35%
North East - 5 £37,000 -
Yorkshire +32 3 £43,750 +2.94%
East Midlands - 2 £31,656 - 1
Star Schema
UK

Star Schema
Top 30 Related IT Skills in England

For the 6 months to 26 August 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.

1 167 (86.08%) Data Warehouse
2 145 (74.74%) Business Intelligence
3 139 (71.65%) SQL
4 125 (64.43%) ETL
5 112 (57.73%) SQL Server
6 92 (47.42%) SQL Server Integration Services
7 81 (41.75%) Microsoft
8 79 (40.72%) Finance
9 77 (39.69%) Data Modelling
10 69 (35.57%) Oracle
11 64 (32.99%) Kimball Methodology
12 59 (30.41%) SQL Server Analysis Services
13 52 (26.80%) SQL Server Reporting Services
13 52 (26.80%) T-SQL
14 42 (21.65%) Data Integration
15 36 (18.56%) Analytics
16 35 (18.04%) MS Excel
17 31 (15.98%) Data Architecture
18 30 (15.46%) Degree
18 30 (15.46%) Relational Database
19 29 (14.95%) Oracle Database
19 29 (14.95%) SQL Server 2014
19 29 (14.95%) BusinessObjects
20 28 (14.43%) Informatica
20 28 (14.43%) OLAP
21 27 (13.92%) Snowflake Schema
21 27 (13.92%) Enterprise Data Warehouse
22 26 (13.40%) SQL Server 2008
22 26 (13.40%) Tableau
23 23 (11.86%) PL/SQL

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 (2.58%) SharePoint
1 5 (2.58%) WebLogic
2 2 (1.03%) Apache Pig
2 2 (1.03%) Apache Spark
2 2 (1.03%) SAS
Applications
1 35 (18.04%) MS Excel
2 2 (1.03%) SPSS
Business Applications
1 18 (9.28%) Oracle Applications
2 1 (0.52%) Cognos Business Intelligence
2 1 (0.52%) Cognos TM1
2 1 (0.52%) Dynamics CRM
Cloud Services
1 7 (3.61%) Amazon AWS
2 4 (2.06%) Microsoft Azure
3 1 (0.52%) Amazon Kinesis
3 1 (0.52%) Amazon S3
3 1 (0.52%) AWS Elastic Beanstalk
3 1 (0.52%) SaaS
Database & Business Intelligence
1 167 (86.08%) Data Warehouse
2 112 (57.73%) SQL Server
3 92 (47.42%) SQL Server Integration Services
4 59 (30.41%) SQL Server Analysis Services
5 52 (26.80%) SQL Server Reporting Services
6 30 (15.46%) Relational Database
7 29 (14.95%) BusinessObjects
7 29 (14.95%) Oracle Database
7 29 (14.95%) SQL Server 2014
8 28 (14.43%) OLAP
9 27 (13.92%) Enterprise Data Warehouse
9 27 (13.92%) Snowflake Schema
10 26 (13.40%) SQL Server 2008
11 23 (11.86%) Oracle Database 11g
12 22 (11.34%) Oracle Database 12c
13 21 (10.82%) Oracle BI EE
13 21 (10.82%) RDBMS
14 20 (10.31%) Oracle Reports
15 19 (9.79%) Microsoft Analysis Services
16 17 (8.76%) Oracle ODI
Development Applications
1 13 (6.70%) ERwin
2 4 (2.06%) Visual Studio
3 1 (0.52%) Subversion
3 1 (0.52%) Talend Open Studio
General
1 79 (40.72%) Finance
2 13 (6.70%) Retail
3 10 (5.15%) Legal
4 9 (4.64%) Banking
5 6 (3.09%) Law
6 5 (2.58%) Games
6 5 (2.58%) Marketing
7 4 (2.06%) Publishing
8 3 (1.55%) Back Office
9 2 (1.03%) Investment Banking
10 1 (0.52%) Advertising
10 1 (0.52%) Manufacturing
Job Titles
1 107 (55.15%) Developer
2 52 (26.80%) Data Warehouse Developer
3 43 (22.16%) Architect
4 42 (21.65%) SQL Developer
5 39 (20.10%) Data Architect
6 37 (19.07%) Business Intelligence Developer
6 37 (19.07%) SSIS Developer
7 34 (17.53%) ETL Developer
8 25 (12.89%) Consultant
9 24 (12.37%) Analyst
10 21 (10.82%) Senior Consultant
11 19 (9.79%) Analyst Developer
12 18 (9.28%) SQL Analyst
13 17 (8.76%) Business Objects Developer
13 17 (8.76%) Report Developer
14 16 (8.25%) Data Warehouse Architect
14 16 (8.25%) OBIEE Consultant
14 16 (8.25%) Senior OBIEE Consultant
15 15 (7.73%) Data Warehouse Analyst
15 15 (7.73%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 19 (9.79%) MDX
2 7 (3.61%) .NET
2 7 (3.61%) XML
3 4 (2.06%) ASP.NET
4 3 (1.55%) CSS
4 3 (1.55%) HTML
4 3 (1.55%) JSON
4 3 (1.55%) Twitter Bootstrap
4 3 (1.55%) WCF
4 3 (1.55%) Web Services
5 2 (1.03%) AngularJS
5 2 (1.03%) ASP.NET MVC
5 2 (1.03%) CSS3
5 2 (1.03%) HTML5
5 2 (1.03%) Kafka
5 2 (1.03%) REST
6 1 (0.52%) jQuery
6 1 (0.52%) Middleware
6 1 (0.52%) WinForms
Miscellaneous
1 42 (21.65%) Data Integration
2 21 (10.82%) Management Information System
3 17 (8.76%) Analytical Skills
3 17 (8.76%) Visualisation
4 14 (7.22%) Computer Science
5 8 (4.12%) Mathematics
6 4 (2.06%) Fintech
6 4 (2.06%) Online Games
7 3 (1.55%) Data Extraction
7 3 (1.55%) Enterprise Software
8 2 (1.03%) Credit Risk
8 2 (1.03%) Data Structures
8 2 (1.03%) Freedom of Information
8 2 (1.03%) Market Risk
9 1 (0.52%) Life Science
9 1 (0.52%) Semantic Web
Operating Systems
1 4 (2.06%) Unix
Processes & Methodologies
1 145 (74.74%) Business Intelligence
2 125 (64.43%) ETL
3 77 (39.69%) Data Modelling
4 64 (32.99%) Kimball Methodology
5 36 (18.56%) Analytics
6 31 (15.98%) Data Architecture
7 22 (11.34%) ETL Development
8 21 (10.82%) Data Management
8 21 (10.82%) Performance Tuning
9 19 (9.79%) Mentoring
10 17 (8.76%) Master Data Management
11 15 (7.73%) Data Analysis
11 15 (7.73%) Dimensional Modelling
11 15 (7.73%) Inmon Methodology
12 14 (7.22%) Data Governance
13 13 (6.70%) Data Visualisation
13 13 (6.70%) Investment Management
13 13 (6.70%) SDLC
14 12 (6.19%) Agile Software Development
14 12 (6.19%) Information Architecture
Programming Languages
1 139 (71.65%) SQL
2 52 (26.80%) T-SQL
3 23 (11.86%) PL/SQL
4 9 (4.64%) C#
5 7 (3.61%) Data Analysis Expressions (DAX)
6 6 (3.09%) Python
7 5 (2.58%) VBA
8 4 (2.06%) C
8 4 (2.06%) Java
8 4 (2.06%) R
9 3 (1.55%) JavaScript
9 3 (1.55%) VB.NET
10 2 (1.03%) Clojure
10 2 (1.03%) Ruby
10 2 (1.03%) Scala
10 2 (1.03%) Shell Script
10 2 (1.03%) TypeScript
11 1 (0.52%) VB
Qualifications
1 30 (15.46%) Degree
2 14 (7.22%) Microsoft Certification
3 7 (3.61%) MCITP
4 2 (1.03%) SC Cleared
4 2 (1.03%) Security Cleared
Quality Assurance & Compliance
1 21 (10.82%) Data Quality
2 10 (5.15%) QA
System Software
1 1 (0.52%) Docker
Systems Management
1 2 (1.03%) Cisco IPCC
1 2 (1.03%) Dollar Universe
Vendors
1 81 (41.75%) Microsoft
2 69 (35.57%) Oracle
3 28 (14.43%) Informatica
4 26 (13.40%) Tableau
5 16 (8.25%) Endeca
6 12 (6.19%) SAP
7 10 (5.15%) Cognos
7 10 (5.15%) IBM
8 6 (3.09%) Teradata
9 3 (1.55%) Alteryx
9 3 (1.55%) Netezza
9 3 (1.55%) webMethods
10 2 (1.03%) Salesforce.com
11 1 (0.52%) Ab Initio
11 1 (0.52%) Embarcadero
11 1 (0.52%) MicroStrategy
11 1 (0.52%) Pega
11 1 (0.52%) Talend
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