The table below looks at the statistics for Star Schema skills in IT contracts advertised for the England region. Included is a guide to the contractor rates offered in IT contracts that have cited Star Schema over the 3 months to 26 May 2016 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
26 May 2016
Same period 2015 Same period 2014
Star Schema
Rank 558 552 526
Rank change year-on-year
-6 -26
Contract jobs citing Star Schema 63 60 52
As % of all contract IT jobs located in England 0.13% 0.12% 0.11%
As % of the Database & Business Intelligence category 0.59% 0.53% 0.48%
Number of daily rates quoted 43 37 35
Median daily rate £450 £425 £408
Median daily rate % change year-on-year
+5.88% +4.29%
90% offered a daily rate of more than £370 £365 £343
10% offered a daily rate of more than £650 £516 £471
UK excluding London median daily rate £425 £355 £375
% change year-on-year
+19.71% -5.33%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - - -
Star Schema
UK

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

Database & Business Intelligence Category
England
Contract IT job ads with a match in the
Database & Business Intelligence category
10729 11406 10833
As % of all contract IT jobs located in England 21.75% 23.14% 22.58%
Number of daily rates quoted 7352 7546 7016
Median daily rate £425 £400 £398
Median daily rate % change year-on-year
+6.25% +0.62%
90% offered a daily rate of more than £300 £285 £270
10% offered a daily rate of more than £600 £570 £538
UK excluding London median daily rate £388 £365 £350
% change year-on-year
+6.16% +4.28%
Number of hourly rates quoted 152 155 185
Median hourly rate £31.59 £22.85 £32.00
Median hourly rate % change year-on-year
+38.22% -28.59%
90% offered a hourly rate of more than £14.20 £15.00 £13.00
10% offered a hourly rate of more than £48.30 £48.00 £55.00
UK excluding London median hourly rate £33.50 £23.00 £32.00
% change year-on-year
+45.65% -28.12%

Star Schema
Jobs Demand Trend in England

The demand trend of contract jobs across the England region citing Star Schema as a proportion of all IT contracts with a match in the Database & Business Intelligence category.

Star Schema Jobs Demand Trend in England

Star Schema
Daily Rate Trend in England

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

Star Schema Daily Rate Trend in England

Star Schema
Daily Rate Histogram in England

This chart provides a histogram of daily rates quoted in contract IT jobs citing Star Schema across the England region over the 3 months to 26 May 2016.

Star Schema Daily Rate Histogram in England

Star Schema
Hourly Rate Trend in England

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

Star Schema Hourly Rate Trend in England

Star Schema
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Star Schema within the England region over the 3 months to 26 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
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
London -34 25 £525 +23.52% 10
North West - 12 £469 - 3
South West -1 10 £638 +30.10% 1
Yorkshire - 10 £400 - 2
South East -10 4 £406 +80.55%
North East - 2 £325 -
Star Schema
UK

Star Schema
Top 30 Related IT Skills in England

For the 6 months to 26 May 2016, IT contractor 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 contract ads across the England region with a requirement for Star Schema.

1 79 (68.70%) Data Modelling
2 75 (65.22%) Data Warehouse
3 54 (46.96%) SQL
4 49 (42.61%) Finance
5 47 (40.87%) Agile Software Development
6 44 (38.26%) ETL
7 41 (35.65%) Business Intelligence
8 28 (24.35%) SQL Server
9 25 (21.74%) SQL Server Integration Services
10 24 (20.87%) Kimball Methodology
11 21 (18.26%) Oracle
12 19 (16.52%) SOA
13 17 (14.78%) Data Integration
14 16 (13.91%) SAP
14 16 (13.91%) Logical Data Model
15 15 (13.04%) Java
15 15 (13.04%) Microsoft
15 15 (13.04%) Business Analysis
15 15 (13.04%) Degree
15 15 (13.04%) Data Quality
16 14 (12.17%) Amazon AWS
16 14 (12.17%) Data Mapping
16 14 (12.17%) Scrum
16 14 (12.17%) Data Analysis
16 14 (12.17%) Analytics
17 13 (11.30%) Big Data
17 13 (11.30%) Data Structures
17 13 (11.30%) Data Management
17 13 (11.30%) SQL Server Reporting Services
17 13 (11.30%) Migration

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 6 (5.22%) Confluence
2 5 (4.35%) Apache Pig
3 3 (2.61%) Apache
3 3 (2.61%) Apache Spark
3 3 (2.61%) SAS
4 2 (1.74%) SharePoint
4 2 (1.74%) Skype for Business
5 1 (0.87%) SharePoint 2010
5 1 (0.87%) SharePoint 2013
Applications
1 6 (5.22%) MS Excel
2 3 (2.61%) SPSS
3 2 (1.74%) MS Office
4 1 (0.87%) MS Visio
Business Applications
1 7 (6.09%) SAP MDM
2 4 (3.48%) SAP CRM
2 4 (3.48%) SAP hybris
3 1 (0.87%) CODA-Financials
3 1 (0.87%) Oracle Financials
3 1 (0.87%) SAP ERP
Cloud Services
1 14 (12.17%) Amazon AWS
2 11 (9.57%) Amazon Kinesis
2 11 (9.57%) Amazon S3
2 11 (9.57%) AWS Elastic Beanstalk
3 7 (6.09%) Veeva
4 6 (5.22%) GitHub
Communications & Networking
1 1 (0.87%) HTTP
1 1 (0.87%) HTTPS
1 1 (0.87%) TCP/IP
Database & Business Intelligence
1 75 (65.22%) Data Warehouse
2 28 (24.35%) SQL Server
3 25 (21.74%) SQL Server Integration Services
4 13 (11.30%) Big Data
4 13 (11.30%) MySQL
4 13 (11.30%) Snowflake Schema
4 13 (11.30%) SQL Server Reporting Services
5 11 (9.57%) Amazon Redshift
5 11 (9.57%) OLAP
5 11 (9.57%) PostgreSQL
6 10 (8.70%) BusinessObjects
6 10 (8.70%) Relational Database
6 10 (8.70%) SQL Server Analysis Services
7 9 (7.83%) IBM InfoSphere
8 7 (6.09%) Oracle Database
9 6 (5.22%) Hadoop
9 6 (5.22%) NoSQL
10 5 (4.35%) Apache Hive
10 5 (4.35%) SQL Server 2008
10 5 (4.35%) SQL Server 2012
Development Applications
1 12 (10.43%) ERwin
1 12 (10.43%) Talend Open Studio
2 9 (7.83%) Jenkins
3 8 (6.96%) JIRA
4 7 (6.09%) PowerDesigner
5 6 (5.22%) Maven
6 3 (2.61%) Cucumber
6 3 (2.61%) JUnit
6 3 (2.61%) PyUnit
6 3 (2.61%) RSpec
7 2 (1.74%) Oracle APEX
7 2 (1.74%) SQL Server Management Studio (SSMS)
7 2 (1.74%) Team Foundation Server
7 2 (1.74%) Visual Studio
General
1 49 (42.61%) Finance
2 12 (10.43%) Banking
3 7 (6.09%) Investment Banking
4 6 (5.22%) Marketing
5 5 (4.35%) Billing
5 5 (4.35%) Pharmaceutical
6 3 (2.61%) Publishing
7 2 (1.74%) Front Office
7 2 (1.74%) International Banking
7 2 (1.74%) Law
8 1 (0.87%) Legal
Job Titles
1 48 (41.74%) Developer
2 30 (26.09%) Data Modeller
3 23 (20.00%) Architect
4 21 (18.26%) ETL Developer
5 18 (15.65%) Data Architect
5 18 (15.65%) SQL Developer
6 15 (13.04%) Analyst
7 12 (10.43%) Business Intelligence Developer
8 11 (9.57%) Data Analyst
8 11 (9.57%) Senior Developer
9 10 (8.70%) Senior Data Modeller
10 9 (7.83%) Senior ETL Developer
11 7 (6.09%) Senior Analyst
12 6 (5.22%) SQL BI Developer
13 5 (4.35%) SSIS Developer
13 5 (4.35%) Talend Developer
14 4 (3.48%) SSRS Developer
14 4 (3.48%) Tester
15 3 (2.61%) Business Developer
15 3 (2.61%) Consultant
Libraries, Frameworks & Software Standards
1 11 (9.57%) Web Services
2 10 (8.70%) XML
3 8 (6.96%) REST
3 8 (6.96%) WSDL
3 8 (6.96%) XSD
4 6 (5.22%) .NET
5 5 (4.35%) MDX
6 4 (3.48%) .NET Framework
6 4 (3.48%) ASP.NET
6 4 (3.48%) ASP.NET MVC
7 2 (1.74%) AngularJS
7 2 (1.74%) HTML
7 2 (1.74%) JSON
7 2 (1.74%) RESTful
8 1 (0.87%) Kafka
8 1 (0.87%) XML Schema
Miscellaneous
1 17 (14.78%) Data Integration
2 13 (11.30%) Data Structures
3 11 (9.57%) Analytical Skills
3 11 (9.57%) Computer Science
3 11 (9.57%) Market Risk
4 9 (7.83%) Management Information System
5 8 (6.96%) Visualisation
6 6 (5.22%) Credit Risk
7 4 (3.48%) NHS
8 3 (2.61%) Digital Media
8 3 (2.61%) New Media
9 2 (1.74%) Credit Derivative
9 2 (1.74%) Derivative
9 2 (1.74%) Fixed Income
9 2 (1.74%) Mainframe
10 1 (0.87%) Data Extraction
10 1 (0.87%) Hedge funds
10 1 (0.87%) Mathematics
10 1 (0.87%) Ontologies
10 1 (0.87%) Reference Data
Operating Systems
1 5 (4.35%) Windows
2 2 (1.74%) Unix
3 1 (0.87%) AIX
3 1 (0.87%) Linux
3 1 (0.87%) Windows Server
3 1 (0.87%) Windows Server 2012
Processes & Methodologies
1 79 (68.70%) Data Modelling
2 47 (40.87%) Agile Software Development
3 44 (38.26%) ETL
4 41 (35.65%) Business Intelligence
5 24 (20.87%) Kimball Methodology
6 19 (16.52%) SOA
7 16 (13.91%) Logical Data Model
8 15 (13.04%) Business Analysis
9 14 (12.17%) Analytics
9 14 (12.17%) Data Analysis
9 14 (12.17%) Data Mapping
9 14 (12.17%) Scrum
10 13 (11.30%) Continuous Integration
10 13 (11.30%) Data Management
10 13 (11.30%) Migration
11 12 (10.43%) Mentoring
12 11 (9.57%) Data Governance
13 10 (8.70%) Coaching
13 10 (8.70%) Data Architecture
13 10 (8.70%) Quality Management
Programming Languages
1 54 (46.96%) SQL
2 15 (13.04%) Java
3 8 (6.96%) T-SQL
4 6 (5.22%) Python
4 6 (5.22%) R
5 4 (3.48%) PL/SQL
6 3 (2.61%) Bash Shell
7 2 (1.74%) C#
7 2 (1.74%) JavaScript
8 1 (0.87%) C
8 1 (0.87%) Data Analysis Expressions (DAX)
8 1 (0.87%) SPARQL
Qualifications
1 15 (13.04%) Degree
2 10 (8.70%) Security Cleared
3 7 (6.09%) SC Cleared
4 2 (1.74%) DV Cleared
4 2 (1.74%) Microsoft Certification
5 1 (0.87%) Chartered Engineer
5 1 (0.87%) ISEB
5 1 (0.87%) ISTQB
5 1 (0.87%) MCITP
Quality Assurance & Compliance
1 15 (13.04%) Data Quality
2 2 (1.74%) Disclosure Scotland
2 2 (1.74%) QA
3 1 (0.87%) ISO 9001
System Software
1 11 (9.57%) Docker
2 6 (5.22%) VMware Infrastructure
2 6 (5.22%) Xen
3 2 (1.74%) HDFS
Systems Management
1 2 (1.74%) Oozie
2 1 (0.87%) HP Quality Center
Vendors
1 21 (18.26%) Oracle
2 16 (13.91%) SAP
3 15 (13.04%) Microsoft
4 13 (11.30%) IBM
5 12 (10.43%) Tableau
5 12 (10.43%) Talend
6 8 (6.96%) Cognos
7 7 (6.09%) Concur
7 7 (6.09%) Infor
7 7 (6.09%) Salesforce.com
8 6 (5.22%) Citrix
8 6 (5.22%) Informatica
8 6 (5.22%) VMware
9 5 (4.35%) Guidewire
10 4 (3.48%) hybris
11 3 (2.61%) Cloudera
11 3 (2.61%) Hortonworks
11 3 (2.61%) MicroStrategy
12 2 (1.74%) Embarcadero
13 1 (0.87%) CODA
Corsham, Wiltshire
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