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 8 December 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
8 Dec 2016
Same period 2015 Same period 2014
Star Schema
Rank 557 551 532
Rank change year-on-year
-6 -19
Contract jobs citing Star Schema 41 70 82
As % of all contract IT jobs located in England 0.089% 0.14% 0.16%
As % of the Database & Business Intelligence category 0.40% 0.60% 0.75%
Number of daily rates quoted 32 42 46
Median daily rate £438 £425 £400
Median daily rate % change year-on-year
+2.94% +6.25%
90% offered a daily rate of more than £154 £330 £300
10% offered a daily rate of more than £550 £509 £513
UK excluding London median daily rate £375 £425 £375
% change year-on-year
-11.76% +13.33%
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
10310 11623 10998
As % of all contract IT jobs located in England 22.40% 23.00% 21.32%
Number of daily rates quoted 6910 7830 7405
Median daily rate £450 £425 £400
Median daily rate % change year-on-year
+5.88% +6.25%
90% offered a daily rate of more than £310 £300 £275
10% offered a daily rate of more than £600 £575 £550
UK excluding London median daily rate £400 £387 £363
% change year-on-year
+3.35% +6.75%
Number of hourly rates quoted 131 176 175
Median hourly rate £35.00 £22.50 £30.00
Median hourly rate % change year-on-year
+55.55% -25.00%
90% offered a hourly rate of more than £13.50 £12.00 £14.00
10% offered a hourly rate of more than £45.00 £43.50 £50.00
UK excluding London median hourly rate £38.00 £25.00 £33.50
% change year-on-year
+52.00% -25.37%

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 8 December 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 8 December 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 -27 17 £476 +11.88% 5
South East +32 9 £375 -11.76% 3
North West +9 6 £550 +54.38% 2
East Midlands - 4 £125 -
West Midlands -8 2 £373 -21.57%
South West +13 1 £375 -25.00%
East of England - 1 - -
Star Schema
UK

Star Schema
Top 30 Related IT Skills in England

For the 6 months to 8 December 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 71 (66.98%) Data Warehouse
2 69 (65.09%) SQL
3 68 (64.15%) ETL
4 60 (56.60%) Oracle
5 49 (46.23%) Data Modelling
6 44 (41.51%) Business Intelligence
7 41 (38.68%) SQL Server
8 39 (36.79%) Finance
9 38 (35.85%) SQL Server Integration Services
10 32 (30.19%) SQL Server Reporting Services
10 32 (30.19%) PL/SQL
10 32 (30.19%) Analytics
11 28 (26.42%) Informatica
11 28 (26.42%) Agile Software Development
12 26 (24.53%) Relational Database
13 24 (22.64%) Kimball Methodology
14 23 (21.70%) BusinessObjects
14 23 (21.70%) OLAP
15 19 (17.92%) Data Analysis
16 18 (16.98%) Oracle Database
16 18 (16.98%) Data Structures
17 16 (15.09%) Oracle OLAP
17 16 (15.09%) Performance Tuning
18 15 (14.15%) Talend
18 15 (14.15%) SQL Server Analysis Services
18 15 (14.15%) Talend Open Studio
18 15 (14.15%) QA
18 15 (14.15%) Teradata
19 14 (13.21%) Scrum
19 14 (13.21%) MDX

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 (5.66%) Apache Spark
2 5 (4.72%) SAS
3 4 (3.77%) Oracle Workflow
3 4 (3.77%) Tomcat
4 2 (1.89%) Elasticsearch
Applications
1 12 (11.32%) MS Excel
2 5 (4.72%) MS Office
2 5 (4.72%) MS Visio
3 4 (3.77%) MS Project
4 1 (0.94%) MS PowerPoint
Business Applications
1 13 (12.26%) Oracle Applications
2 4 (3.77%) Demantra
2 4 (3.77%) Oracle 11i
3 3 (2.83%) Cognos Business Intelligence
4 1 (0.94%) Cognos TM1
Cloud Services
1 14 (13.21%) Amazon AWS
2 3 (2.83%) Cloud Computing
Communications & Networking
1 3 (2.83%) TCP/IP
Database & Business Intelligence
1 71 (66.98%) Data Warehouse
2 41 (38.68%) SQL Server
3 38 (35.85%) SQL Server Integration Services
4 32 (30.19%) SQL Server Reporting Services
5 26 (24.53%) Relational Database
6 23 (21.70%) BusinessObjects
6 23 (21.70%) OLAP
7 18 (16.98%) Oracle Database
8 16 (15.09%) Oracle OLAP
9 15 (14.15%) SQL Server Analysis Services
10 14 (13.21%) Amazon Redshift
11 13 (12.26%) Big Data
11 13 (12.26%) Oracle BI EE
12 12 (11.32%) Data Mart
12 12 (11.32%) Enterprise Data Warehouse
13 11 (10.38%) DataStage
13 11 (10.38%) Hadoop
13 11 (10.38%) Oracle Database 12c
14 10 (9.43%) Essbase
14 10 (9.43%) Oracle Reports
Development Applications
1 15 (14.15%) Talend Open Studio
2 12 (11.32%) SQL Server Management Studio (SSMS)
2 12 (11.32%) Visual Studio
3 11 (10.38%) ERwin
3 11 (10.38%) Oracle APEX
4 4 (3.77%) JDeveloper
4 4 (3.77%) Oracle Forms
5 3 (2.83%) JIRA
5 3 (2.83%) Selenium
6 2 (1.89%) Cucumber
6 2 (1.89%) Git (software)
6 2 (1.89%) Jenkins
6 2 (1.89%) Maven
7 1 (0.94%) Toad
General
1 39 (36.79%) Finance
2 13 (12.26%) Banking
3 5 (4.72%) Retail
4 4 (3.77%) Manufacturing
4 4 (3.77%) Publishing
5 3 (2.83%) Investment Banking
6 2 (1.89%) Advertising
6 2 (1.89%) Back Office
6 2 (1.89%) Law
6 2 (1.89%) Marketing
6 2 (1.89%) Pharmaceutical
6 2 (1.89%) Telecoms
7 1 (0.94%) Corporate Banking
7 1 (0.94%) Financial Institution
Job Titles
1 56 (52.83%) Developer
2 17 (16.04%) SQL Developer
3 12 (11.32%) Architect
3 12 (11.32%) Consultant
3 12 (11.32%) Data Warehouse Developer
4 11 (10.38%) Data Architect
5 10 (9.43%) Analyst
5 10 (9.43%) Informatica Developer
5 10 (9.43%) PL/SQL Developer
6 9 (8.49%) ETL Developer
7 8 (7.55%) OBIEE Developer
7 8 (7.55%) SAP Developer
8 7 (6.60%) Business Intelligence Developer
8 7 (6.60%) Database Developer
9 5 (4.72%) Applications Developer
9 5 (4.72%) Business Intelligence Consultant
9 5 (4.72%) Hyperion Developer
9 5 (4.72%) Senior Developer
10 4 (3.77%) Applications Support
10 4 (3.77%) Support Analyst
Libraries, Frameworks & Software Standards
1 14 (13.21%) MDX
2 8 (7.55%) XML
3 6 (5.66%) .NET
4 3 (2.83%) SOAP
4 3 (2.83%) Web Services
5 2 (1.89%) Apache Avro
5 2 (1.89%) ELK Stack
5 2 (1.89%) Kafka
5 2 (1.89%) Software Packaging
5 2 (1.89%) Spark Streaming
6 1 (0.94%) Apache Camel
Miscellaneous
1 18 (16.98%) Data Structures
2 13 (12.26%) Analytical Skills
3 10 (9.43%) Management Information System
4 9 (8.49%) Data Integration
5 7 (6.60%) Visualisation
6 4 (3.77%) Social Network
7 3 (2.83%) CESG
7 3 (2.83%) Computer Science
7 3 (2.83%) Public Cloud
8 2 (1.89%) Data Centre
8 2 (1.89%) Data Protection Act
8 2 (1.89%) Freedom of Information
8 2 (1.89%) Freedom of Information Act
9 1 (0.94%) Data Extraction
9 1 (0.94%) Derivative
9 1 (0.94%) Enterprise Software
Operating Systems
1 7 (6.60%) Linux
2 4 (3.77%) HPUX
2 4 (3.77%) Unix
2 4 (3.77%) Windows
2 4 (3.77%) Windows 7
2 4 (3.77%) Windows Server 2003
2 4 (3.77%) Windows Server 2008
2 4 (3.77%) Windows Server 2012
3 2 (1.89%) Android
3 2 (1.89%) Apple iOS
Processes & Methodologies
1 68 (64.15%) ETL
2 49 (46.23%) Data Modelling
3 44 (41.51%) Business Intelligence
4 32 (30.19%) Analytics
5 28 (26.42%) Agile Software Development
6 24 (22.64%) Kimball Methodology
7 19 (17.92%) Data Analysis
8 16 (15.09%) Performance Tuning
9 14 (13.21%) ETL Development
9 14 (13.21%) Scrum
10 13 (12.26%) Migration
11 12 (11.32%) Performance Monitoring
12 10 (9.43%) Project Management
12 10 (9.43%) Test Scripting
13 9 (8.49%) Data Analytics
13 9 (8.49%) Performance Management
14 8 (7.55%) Data Architecture
14 8 (7.55%) Mentoring
14 8 (7.55%) System Testing
15 7 (6.60%) Data Migration
Programming Languages
1 69 (65.09%) SQL
2 32 (30.19%) PL/SQL
3 11 (10.38%) Java
4 10 (9.43%) T-SQL
5 8 (7.55%) C
6 6 (5.66%) Python
7 4 (3.77%) C#
7 4 (3.77%) JavaScript
8 3 (2.83%) Scala
9 2 (1.89%) ANSI SQL
9 2 (1.89%) Bash Shell
9 2 (1.89%) Data Analysis Expressions (DAX)
9 2 (1.89%) Perl
9 2 (1.89%) Ruby
Qualifications
1 11 (10.38%) Degree
2 4 (3.77%) HNC
2 4 (3.77%) HND
2 4 (3.77%) Security Cleared
3 3 (2.83%) (ISC)2 CCSP
3 3 (2.83%) CCSP
3 3 (2.83%) Cisco Certification
3 3 (2.83%) CISM
3 3 (2.83%) CISSP
4 1 (0.94%) ISEB
4 1 (0.94%) ISTQB
Quality Assurance & Compliance
1 15 (14.15%) QA
2 11 (10.38%) Data Quality
3 3 (2.83%) COBIT
3 3 (2.83%) ISO/IEC 27001
3 3 (2.83%) ISO22301
4 2 (1.89%) Disclosure Scotland
4 2 (1.89%) ISO 9001
4 2 (1.89%) PCI DSS
System Software
1 2 (1.89%) Apache Flume
Systems Management
1 6 (5.66%) Control-M
2 2 (1.89%) Grafana
2 2 (1.89%) Kibana
2 2 (1.89%) logstash
2 2 (1.89%) Nagios
Vendors
1 60 (56.60%) Oracle
2 28 (26.42%) Informatica
3 15 (14.15%) Talend
3 15 (14.15%) Teradata
4 12 (11.32%) Cognos
5 10 (9.43%) Hyperion
5 10 (9.43%) SAP
6 6 (5.66%) Microsoft
7 5 (4.72%) MicroStrategy
8 4 (3.77%) IBM
8 4 (3.77%) Tableau
9 3 (2.83%) BMC
10 2 (1.89%) Actuate
10 2 (1.89%) Chordiant
10 2 (1.89%) Embarcadero
10 2 (1.89%) Vertica
11 1 (0.94%) Capita
11 1 (0.94%) Remedy
London
Durlston Partners
Rate: From £600 to £700 per annum
Posted: 3 days ago
Havant, Hampshire
Sopra Steria Recruitment
Rate: Unspecified
Posted: 3 days ago
Macclesfield, Cheshire
HAYS INFORMATION TECHNOLOGY
Rate: £550.00 - £600.00 per day
Posted: 6 days ago