The table below looks at the statistics for Star Schema skills in IT jobs advertised across the UK. Included is a guide to the salaries offered in IT jobs that have cited Star Schema over the 3 months to 31 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
31 May 2016
Same period 2015 Same period 2014
Star Schema
Rank 822 805 878
Rank change year-on-year
-17 +73
Permanent jobs citing Star Schema 95 146 119
As % of all permanent IT jobs located in the UK 0.097% 0.14% 0.100%
As % of the Database & Business Intelligence category 0.32% 0.42% 0.31%
Number of salaries quoted 76 81 103
Median salary £52,500 £55,000 £45,000
Median salary % change year-on-year
-4.54% +22.22%
90% offered a salary of more than £42,500 £40,000 £38,250
10% offered a salary of more than £70,000 £70,000 £65,000
UK excluding London median salary £52,500 £46,500 £45,000
% change year-on-year
+12.90% +3.33%

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

Database & Business Intelligence Category
UK
Permanent IT job ads with a match in the
Database & Business Intelligence category
29747 34616 38736
As % of all permanent IT jobs located in the UK 30.25% 32.44% 32.42%
Number of salaries quoted 25362 29214 33250
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 £31,500 £30,000
10% offered a salary of more than £72,500 £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

The demand trend of job ads 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 the UK

Star Schema
Salary Trend

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

Star Schema Salary Trend in the UK

Star Schema
Salary Histogram

This chart provides a salary histogram for IT jobs citing Star Schema over the 3 months to 31 May 2016 within the UK.

Star Schema Salary Histogram in the UK

Star Schema
Top 30 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Star Schema within the UK over the 3 months to 31 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
England -18 90 £52,500 -4.54% 17
London -14 64 £50,000 -23.07% 11
Uxbridge +15 11 £44,000 -8.33% 1
South East -6 8 £62,500 +34.40%
East Midlands - 8 £52,500 - 1
Nottingham - 8 £52,500 - 1
Nottinghamshire - 8 £52,500 - 1
City of London +50 6 £45,000 -36.17% 4
Glasgow - 5 £47,500 - 1
Scotland - 5 £47,500 - 1
Yorkshire +12 3 £42,500 +13.33% 2
South West +2 3 £55,000 - 1
Surrey -1 3 £56,000 -6.66%
Cheltenham - 3 £55,000 -
North West - 3 £29,000 - 2
Gloucestershire - 3 £55,000 -
Berkshire +4 2 £70,000 +75.00%
Redhill +1 2 £59,250 -1.25%
Hampshire -18 2 £70,000 +50.53%
North Yorkshire - 2 £42,500 - 1
Cheshire - 2 £29,000 - 1
Andover - 2 £70,000 -
York - 2 £42,500 - 1
Bracknell - 2 £70,000 -
Milton Keynes - 1 £27,500 -
Chester - 1 £29,000 - 1
Oldham - 1 - - 1
Sheffield - 1 £42,500 - 1
Bury St Edmunds - 1 £37,500 -
Buckinghamshire - 1 £27,500 -

Star Schema
Top 30 Related IT Skills

For the 6 months to 31 May 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 with a requirement for Star Schema.

1 184 (87.62%) Data Warehouse
2 154 (73.33%) SQL
3 139 (66.19%) Business Intelligence
4 138 (65.71%) ETL
5 120 (57.14%) SQL Server
6 113 (53.81%) SQL Server Integration Services
7 98 (46.67%) Finance
8 83 (39.52%) Microsoft
8 83 (39.52%) Data Modelling
9 72 (34.29%) SQL Server Analysis Services
10 64 (30.48%) SQL Server Reporting Services
11 59 (28.10%) Oracle
12 57 (27.14%) T-SQL
13 55 (26.19%) Data Integration
14 54 (25.71%) MS Excel
14 54 (25.71%) Kimball Methodology
15 43 (20.48%) Analytics
16 37 (17.62%) OLAP
17 35 (16.67%) Relational Database
18 32 (15.24%) MDX
19 31 (14.76%) BusinessObjects
20 30 (14.29%) SQL Server 2008
21 27 (12.86%) Degree
21 27 (12.86%) Retail
21 27 (12.86%) Data Management
22 26 (12.38%) Data Architecture
22 26 (12.38%) Data Quality
23 24 (11.43%) RDBMS
24 22 (10.48%) Agile Software Development
24 22 (10.48%) Banking

Star Schema
Top Related IT Skills 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 6 (2.86%) BizTalk Server
2 5 (2.38%) SAS
2 5 (2.38%) SharePoint
3 4 (1.90%) Apache Spark
4 3 (1.43%) Apache Pig
5 2 (0.95%) SharePoint 2013
6 1 (0.48%) Apache
6 1 (0.48%) WebLogic
Applications
1 54 (25.71%) MS Excel
2 3 (1.43%) SPSS
Business Applications
1 4 (1.90%) Oracle Applications
2 3 (1.43%) Cognos TM1
2 3 (1.43%) Hyperion Planning
3 2 (0.95%) Cognos Business Intelligence
4 1 (0.48%) Oracle Assets
4 1 (0.48%) Oracle EBS R12
4 1 (0.48%) Oracle ERP
4 1 (0.48%) Oracle General Ledger
4 1 (0.48%) Oracle Payables
4 1 (0.48%) Oracle Receivables
4 1 (0.48%) SAP APO
4 1 (0.48%) SAP Oil and Gas
Cloud Services
1 5 (2.38%) Amazon AWS
2 3 (1.43%) Microsoft Azure
3 1 (0.48%) Amazon Kinesis
3 1 (0.48%) Amazon S3
3 1 (0.48%) AWS Elastic Beanstalk
3 1 (0.48%) Google Analytics
3 1 (0.48%) Google Cloud Platform
Database & Business Intelligence
1 184 (87.62%) Data Warehouse
2 120 (57.14%) SQL Server
3 113 (53.81%) SQL Server Integration Services
4 72 (34.29%) SQL Server Analysis Services
5 64 (30.48%) SQL Server Reporting Services
6 37 (17.62%) OLAP
7 35 (16.67%) Relational Database
8 31 (14.76%) BusinessObjects
9 30 (14.29%) SQL Server 2008
10 24 (11.43%) RDBMS
11 22 (10.48%) Big Data
12 21 (10.00%) SQL Server 2014
13 18 (8.57%) SQL Server 2012
14 17 (8.10%) Oracle Database
15 14 (6.67%) Oracle Reports
16 13 (6.19%) Microsoft Analysis Services
16 13 (6.19%) Power BI
17 12 (5.71%) Data Mart
17 12 (5.71%) Oracle ODI
17 12 (5.71%) Snowflake Schema
Development Applications
1 6 (2.86%) ERwin
1 6 (2.86%) Visual Studio
2 5 (2.38%) Subversion
3 1 (0.48%) Talend Open Studio
General
1 98 (46.67%) Finance
2 27 (12.86%) Retail
3 22 (10.48%) Banking
4 7 (3.33%) Law
4 7 (3.33%) Legal
5 6 (2.86%) Marketing
5 6 (2.86%) Pharmaceutical
5 6 (2.86%) Publishing
5 6 (2.86%) Telecoms
6 5 (2.38%) Games
7 3 (1.43%) Back Office
8 2 (0.95%) Investment Banking
8 2 (0.95%) Manufacturing
9 1 (0.48%) Electronics
Job Titles
1 115 (54.76%) Developer
2 48 (22.86%) ETL Developer
3 43 (20.48%) Data Warehouse Developer
4 41 (19.52%) SSIS Developer
5 40 (19.05%) Business Intelligence Developer
6 33 (15.71%) SQL Developer
7 30 (14.29%) Analyst
8 28 (13.33%) Architect
8 28 (13.33%) Data Architect
9 24 (11.43%) Consultant
10 23 (10.95%) Analyst Developer
10 23 (10.95%) Developer Analyst
11 17 (8.10%) Data Analyst
11 17 (8.10%) Report Developer
12 15 (7.14%) Business Objects Developer
12 15 (7.14%) Data Warehouse Analyst
13 14 (6.67%) SQL Server Developer
14 12 (5.71%) Lead Developer
14 12 (5.71%) SQL Analyst
14 12 (5.71%) SSRS Developer
Libraries, Frameworks & Software Standards
1 32 (15.24%) MDX
2 12 (5.71%) .NET
2 12 (5.71%) XML
3 7 (3.33%) Web Services
4 6 (2.86%) SOAP
4 6 (2.86%) XSL
5 5 (2.38%) Middleware
5 5 (2.38%) WCF
5 5 (2.38%) WinForms
6 3 (1.43%) Kafka
7 2 (0.95%) ASP.NET
7 2 (0.95%) ASP.NET MVC
7 2 (0.95%) CSS
7 2 (0.95%) HTML
7 2 (0.95%) jQuery
7 2 (0.95%) Twitter Bootstrap
8 1 (0.48%) JSON
8 1 (0.48%) Oracle Streams
8 1 (0.48%) XML Schema
Miscellaneous
1 55 (26.19%) Data Integration
2 16 (7.62%) Analytical Skills
3 12 (5.71%) Clustering
4 11 (5.24%) Computer Science
5 10 (4.76%) Data Structures
6 9 (4.29%) Visualisation
7 8 (3.81%) Data Extraction
8 7 (3.33%) Management Information System
8 7 (3.33%) Mathematics
9 4 (1.90%) Online Games
9 4 (1.90%) Statistics
10 3 (1.43%) Enterprise Software
10 3 (1.43%) Fintech
11 2 (0.95%) Freedom of Information
12 1 (0.48%) Hedge funds
12 1 (0.48%) Life Science
12 1 (0.48%) Ontologies
12 1 (0.48%) Reference Data
12 1 (0.48%) Semantic Web
Operating Systems
1 4 (1.90%) Unix
2 2 (0.95%) Linux
Processes & Methodologies
1 139 (66.19%) Business Intelligence
2 138 (65.71%) ETL
3 83 (39.52%) Data Modelling
4 54 (25.71%) Kimball Methodology
5 43 (20.48%) Analytics
6 27 (12.86%) Data Management
7 26 (12.38%) Data Architecture
8 22 (10.48%) Agile Software Development
9 21 (10.00%) Data Governance
9 21 (10.00%) Dimensional Modelling
10 20 (9.52%) Data Analysis
11 19 (9.05%) ETL Development
12 16 (7.62%) Continuous Improvement
13 15 (7.14%) ITIL
13 15 (7.14%) Mentoring
13 15 (7.14%) Migration
14 13 (6.19%) Logical Data Model
14 13 (6.19%) PRINCE2
15 12 (5.71%) Records Management
15 12 (5.71%) Translating Business Requirements
Programming Languages
1 154 (73.33%) SQL
2 57 (27.14%) T-SQL
3 22 (10.48%) C#
3 22 (10.48%) PL/SQL
4 14 (6.67%) PowerShell
5 11 (5.24%) VB
6 10 (4.76%) VB.NET
7 7 (3.33%) Java
8 5 (2.38%) C
8 5 (2.38%) Python
9 3 (1.43%) VBA
10 2 (0.95%) Clojure
10 2 (0.95%) Data Analysis Expressions (DAX)
10 2 (0.95%) JavaScript
10 2 (0.95%) R
10 2 (0.95%) Ruby
10 2 (0.95%) Scala
10 2 (0.95%) Shell Script
11 1 (0.48%) Bash Shell
11 1 (0.48%) C-shell
Qualifications
1 27 (12.86%) Degree
2 3 (1.43%) Microsoft Certification
3 2 (0.95%) MCITP
3 2 (0.95%) SC Cleared
3 2 (0.95%) Security Cleared
Quality Assurance & Compliance
1 26 (12.38%) Data Quality
2 8 (3.81%) QA
System Software
1 3 (1.43%) Oracle RAC
2 1 (0.48%) Apache Flume
2 1 (0.48%) Docker
Systems Management
1 6 (2.86%) OpenView
2 2 (0.95%) Cisco IPCC
3 1 (0.48%) Hadoop YARN
3 1 (0.48%) Oozie
Vendors
1 83 (39.52%) Microsoft
2 59 (28.10%) Oracle
3 20 (9.52%) Tableau
4 11 (5.24%) Informatica
4 11 (5.24%) SAP
5 10 (4.76%) Cognos
6 6 (2.86%) IBM
7 5 (2.38%) Endeca
8 4 (1.90%) Embarcadero
8 4 (1.90%) MicroStrategy
8 4 (1.90%) Vertica
9 3 (1.43%) Alteryx
9 3 (1.43%) Hyperion
9 3 (1.43%) webMethods
10 2 (0.95%) Cloudera
10 2 (0.95%) Hortonworks
10 2 (0.95%) MapR
10 2 (0.95%) Teradata
11 1 (0.48%) Pega
11 1 (0.48%) Talend
London
Lorien Resourcing
Salary: £48000 - £53000 per annum + Excellent benefits + Bonus
Posted: 3 days ago
City, London
Recital Consulting
Salary: £43000 - £65000 Per Annum Plus Benefits
Posted: 3 days ago
South East London
Recital Consulting Ltd
Salary: 43000-65000 Per Annum Plus Benefits
Posted: 4 days ago
London
Vivid Resourcing
Salary: £60 - £65 per annum + benefits
Posted: 11 days ago
Uxbridge
Ampersand Consulting
Salary: £40000 - £48000 per annum + Benefits
Posted: 12 days ago
Chester
OCC Computer Personnel
Salary: £25k - 35k per year + Benefits
Posted: 14 days ago
City of London
Venturi
Salary: £35000 - £60000 per annum + bonus/benefits
Posted: 12 days ago
York
Computer Futures
Salary: competitive
Posted: 22 days ago
Oldham
Computer Futures
Salary: competitive
Posted: 21 days ago
Nottingham
Venturi
Salary: £50000.00 - £55000.00 per annum + Bonus and Benefits
Posted: 22 days ago
Sheffield
Computer Futures
Salary: competitive
Posted: 26 days ago
London
Talent Point
Salary: £50000.00 - £60000.00 per annum
Posted: 21 days ago
London
Talent Point
Salary: £50000.00 - £60000.00 per annum
Posted: 22 days ago
Glasgow
JP Morgan Glasgow
Salary: Competitive
Posted: 21 days ago
City, London
Business Decision
Salary: Competitive salary and excellent benefits
Posted: 14 days ago