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 21 January 2017 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
21 Jan 2017
Same period 2016 Same period 2015
Star Schema
UK / England
Rank 539 532 526
Rank change year-on-year
-7 -6
Contract jobs citing Star Schema 31 60 55
As % of all contract IT jobs located in England 0.076% 0.13% 0.12%
As % of the Database & Business Intelligence category 0.34% 0.56% 0.54%
Number of daily rates quoted 22 40 27
Median daily rate £500 £425 £427
Median daily rate % change year-on-year
+17.64% -0.46%
90% offered a daily rate of more than £126 £325 £350
10% offered a daily rate of more than £573 £450 £600
UK excluding London median daily rate £494 £388 £388
% change year-on-year
+27.41% -
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - - -

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
9068 10669 10155
As % of all contract IT jobs located in England 22.23% 22.92% 21.90%
Number of daily rates quoted 6122 7240 6725
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 £313 £300 £275
10% offered a daily rate of more than £600 £575 £550
UK excluding London median daily rate £400 £375 £365
% change year-on-year
+6.66% +2.73%
Number of hourly rates quoted 106 201 156
Median hourly rate £36.00 £26.50 £30.25
Median hourly rate % change year-on-year
+35.84% -12.39%
90% offered a hourly rate of more than £12.00 £14.00 £15.71
10% offered a hourly rate of more than £43.00 £55.00 £50.00
UK excluding London median hourly rate £38.00 £26.50 £32.50
% change year-on-year
+43.39% -18.46%

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 21 January 2017.

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 21 January 2017. 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 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 -9 12 £500 +17.64% 4
South East +15 6 £488 +14.70% 5
North West +28 4 £563 +50.00%
East Midlands - 4 £125 - 1
East of England - 2 £600 -
Yorkshire +17 1 - -
Star Schema
UK

Star Schema
Top 30 Related IT Skills in England

For the 6 months to 21 January 2017, 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 45 (66.18%) Data Warehouse
2 43 (63.24%) SQL
3 42 (61.76%) ETL
4 39 (57.35%) Business Intelligence
5 35 (51.47%) Oracle
6 32 (47.06%) Data Modelling
7 31 (45.59%) Finance
8 27 (39.71%) SQL Server
9 26 (38.24%) SQL Server Integration Services
10 20 (29.41%) PL/SQL
11 19 (27.94%) Agile Software Development
11 19 (27.94%) SQL Server Reporting Services
12 16 (23.53%) Relational Database
12 16 (23.53%) OLAP
13 15 (22.06%) Analytics
13 15 (22.06%) Data Analysis
14 13 (19.12%) SQL Server Analysis Services
14 13 (19.12%) Informatica
15 12 (17.65%) Talend Open Studio
15 12 (17.65%) Talend
15 12 (17.65%) Performance Tuning
16 11 (16.18%) Kimball Methodology
16 11 (16.18%) Oracle Applications
16 11 (16.18%) Banking
17 10 (14.71%) Migration
17 10 (14.71%) QA
17 10 (14.71%) Data Mart
17 10 (14.71%) Analytical Skills
18 9 (13.24%) Enterprise Data Warehouse
18 9 (13.24%) 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 (7.35%) SAS
2 4 (5.88%) Oracle Workflow
2 4 (5.88%) Tomcat
3 3 (4.41%) Apache Spark
4 2 (2.94%) Elasticsearch
Applications
1 7 (10.29%) MS Excel
2 4 (5.88%) MS Office
2 4 (5.88%) MS Project
2 4 (5.88%) MS Visio
Business Applications
1 11 (16.18%) Oracle Applications
2 4 (5.88%) Demantra
2 4 (5.88%) Oracle 11i
3 1 (1.47%) Cognos Business Intelligence
3 1 (1.47%) Cognos TM1
3 1 (1.47%) Oracle EBS
Cloud Services
1 9 (13.24%) Amazon AWS
2 3 (4.41%) Cloud Computing
Communications & Networking
1 3 (4.41%) TCP/IP
Database & Business Intelligence
1 45 (66.18%) Data Warehouse
2 27 (39.71%) SQL Server
3 26 (38.24%) SQL Server Integration Services
4 19 (27.94%) SQL Server Reporting Services
5 16 (23.53%) OLAP
5 16 (23.53%) Relational Database
6 13 (19.12%) SQL Server Analysis Services
7 10 (14.71%) Data Mart
8 9 (13.24%) Amazon Redshift
8 9 (13.24%) Enterprise Data Warehouse
8 9 (13.24%) Oracle BI EE
8 9 (13.24%) Oracle OLAP
9 8 (11.76%) Oracle Database
9 8 (11.76%) Oracle Reports
9 8 (11.76%) SQL Server 2012
10 7 (10.29%) SAP Data Services
11 6 (8.82%) Big Data
11 6 (8.82%) BusinessObjects
11 6 (8.82%) PostgreSQL
12 5 (7.35%) Essbase
Development Applications
1 12 (17.65%) Talend Open Studio
2 6 (8.82%) ERwin
3 4 (5.88%) JDeveloper
3 4 (5.88%) Oracle Forms
4 2 (2.94%) JIRA
5 1 (1.47%) Git (software)
5 1 (1.47%) Oracle APEX
5 1 (1.47%) SQL Server Management Studio (SSMS)
5 1 (1.47%) Visual Studio
General
1 31 (45.59%) Finance
2 11 (16.18%) Banking
3 6 (8.82%) Retail
4 4 (5.88%) Investment Banking
4 4 (5.88%) Manufacturing
4 4 (5.88%) Publishing
5 2 (2.94%) Advertising
5 2 (2.94%) Marketing
5 2 (2.94%) Telecoms
6 1 (1.47%) Back Office
6 1 (1.47%) Financial Institution
6 1 (1.47%) Front Office
6 1 (1.47%) Pharmaceutical
Job Titles
1 33 (48.53%) Developer
2 13 (19.12%) SQL Developer
3 9 (13.24%) Architect
3 9 (13.24%) Consultant
4 8 (11.76%) Data Architect
5 7 (10.29%) Business Intelligence Developer
5 7 (10.29%) PL/SQL Developer
6 6 (8.82%) Analyst
6 6 (8.82%) Informatica Developer
6 6 (8.82%) SAP Developer
7 5 (7.35%) Business Intelligence Consultant
8 4 (5.88%) Applications Support
8 4 (5.88%) Applications Support Analyst
8 4 (5.88%) Business Intelligence Architect
8 4 (5.88%) Data Warehouse Architect
8 4 (5.88%) Development Analyst
8 4 (5.88%) Development Support Analyst
8 4 (5.88%) OBIEE Developer
8 4 (5.88%) Support Analyst
9 3 (4.41%) Cognos Developer
Libraries, Frameworks & Software Standards
1 9 (13.24%) MDX
2 7 (10.29%) XML
3 6 (8.82%) .NET
4 3 (4.41%) SOAP
5 2 (2.94%) Apache Avro
5 2 (2.94%) ELK Stack
5 2 (2.94%) Kafka
5 2 (2.94%) Software Packaging
5 2 (2.94%) Spark Streaming
6 1 (1.47%) Apache Camel
6 1 (1.47%) Web Services
Miscellaneous
1 10 (14.71%) Analytical Skills
2 7 (10.29%) Data Integration
3 6 (8.82%) Data Structures
3 6 (8.82%) Management Information System
3 6 (8.82%) Visualisation
4 3 (4.41%) CESG
4 3 (4.41%) Public Cloud
5 2 (2.94%) Computer Science
5 2 (2.94%) Data Centre
5 2 (2.94%) Data Protection Act
5 2 (2.94%) Freedom of Information
5 2 (2.94%) Freedom of Information Act
6 1 (1.47%) Data Extraction
6 1 (1.47%) Derivative
6 1 (1.47%) Enterprise Software
6 1 (1.47%) Social Network
Operating Systems
1 5 (7.35%) Linux
2 4 (5.88%) HPUX
2 4 (5.88%) Unix
2 4 (5.88%) Windows
2 4 (5.88%) Windows 7
2 4 (5.88%) Windows Server 2003
2 4 (5.88%) Windows Server 2008
2 4 (5.88%) Windows Server 2012
Processes & Methodologies
1 42 (61.76%) ETL
2 39 (57.35%) Business Intelligence
3 32 (47.06%) Data Modelling
4 19 (27.94%) Agile Software Development
5 15 (22.06%) Analytics
5 15 (22.06%) Data Analysis
6 12 (17.65%) Performance Tuning
7 11 (16.18%) Kimball Methodology
8 10 (14.71%) Migration
9 9 (13.24%) Test Scripting
10 8 (11.76%) Performance Monitoring
10 8 (11.76%) Scrum
10 8 (11.76%) Stakeholder Management
11 6 (8.82%) Data Architecture
11 6 (8.82%) Data Governance
11 6 (8.82%) Workflow
12 5 (7.35%) Business Analysis
12 5 (7.35%) Dimensional Modelling
12 5 (7.35%) ETL Development
13 4 (5.88%) Mentoring
Programming Languages
1 43 (63.24%) SQL
2 20 (29.41%) PL/SQL
3 8 (11.76%) T-SQL
4 6 (8.82%) Java
5 4 (5.88%) C#
5 4 (5.88%) JavaScript
6 3 (4.41%) Python
7 2 (2.94%) Data Analysis Expressions (DAX)
7 2 (2.94%) Perl
7 2 (2.94%) Ruby
7 2 (2.94%) Scala
8 1 (1.47%) C
Qualifications
1 9 (13.24%) Degree
2 5 (7.35%) Security Cleared
3 4 (5.88%) HNC
3 4 (5.88%) HND
4 3 (4.41%) (ISC)2 CCSP
4 3 (4.41%) CCSP
4 3 (4.41%) Cisco Certification
4 3 (4.41%) CISM
4 3 (4.41%) CISSP
5 1 (1.47%) SC Cleared
Quality Assurance & Compliance
1 10 (14.71%) QA
2 7 (10.29%) Data Quality
3 3 (4.41%) COBIT
3 3 (4.41%) ISO/IEC 27001
3 3 (4.41%) ISO22301
4 2 (2.94%) ISO 9001
4 2 (2.94%) PCI DSS
System Software
1 2 (2.94%) Apache Flume
Systems Management
1 3 (4.41%) Control-M
2 2 (2.94%) Grafana
2 2 (2.94%) Kibana
2 2 (2.94%) logstash
2 2 (2.94%) Nagios
Vendors
1 35 (51.47%) Oracle
2 13 (19.12%) Informatica
3 12 (17.65%) Talend
4 7 (10.29%) SAP
4 7 (10.29%) Teradata
5 6 (8.82%) Cognos
6 5 (7.35%) Hyperion
6 5 (7.35%) Microsoft
6 5 (7.35%) MicroStrategy
7 3 (4.41%) BMC
7 3 (4.41%) Embarcadero
7 3 (4.41%) IBM
7 3 (4.41%) Tableau
8 1 (1.47%) Cloudera
8 1 (1.47%) Lavastorm
London
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