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 22 February 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
22 Feb 2017
Same period 2016 Same period 2015
Star Schema
UK / England
Rank 540 562 524
Rank change year-on-year
+22 -38
Contract jobs citing Star Schema 27 49 65
As % of all contract IT jobs located in England 0.065% 0.10% 0.14%
As % of the Database & Business Intelligence category 0.29% 0.46% 0.62%
Number of daily rates quoted 15 35 36
Median daily rate £450 £425 £435
Median daily rate % change year-on-year
+5.88% -2.29%
90% offered a daily rate of more than £125 £375 £356
10% offered a daily rate of more than £590 £550 £550
UK excluding London median daily rate £200 £388 £400
% change year-on-year
-48.38% -3.12%
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
9365 10714 10431
As % of all contract IT jobs located in England 22.39% 22.46% 22.23%
Number of daily rates quoted 6386 7295 6844
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 £300 £300 £275
10% offered a daily rate of more than £600 £575 £550
UK excluding London median daily rate £400 £375 £370
% change year-on-year
+6.66% +1.35%
Number of hourly rates quoted 121 186 149
Median hourly rate £38.00 £35.00 £30.25
Median hourly rate % change year-on-year
+8.57% +15.70%
90% offered a hourly rate of more than £14.00 £14.00 £15.08
10% offered a hourly rate of more than £43.00 £60.62 £55.00
UK excluding London median hourly rate £38.00 £32.50 £32.50
% change year-on-year
+16.92% -

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 22 February 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 22 February 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 0 10 £457 +7.52% 5
South East +26 4 £488 +15.79%
East Midlands - 4 £125 - 1
North West +17 3 £588 +56.66%
Yorkshire +17 2 £413 - 1
East of England - 2 £600 -
Star Schema
UK

Star Schema
Top 30 Related IT Skills in England

For the 6 months to 22 February 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 38 (59.38%) SQL
1 38 (59.38%) Data Warehouse
2 37 (57.81%) ETL
2 37 (57.81%) Business Intelligence
3 29 (45.31%) Oracle
4 27 (42.19%) Data Modelling
4 27 (42.19%) Finance
5 25 (39.06%) SQL Server
6 23 (35.94%) SQL Server Integration Services
7 17 (26.56%) Agile Software Development
8 15 (23.44%) Migration
8 15 (23.44%) SQL Server Reporting Services
9 13 (20.31%) PL/SQL
10 12 (18.75%) OLAP
10 12 (18.75%) Banking
10 12 (18.75%) Analytics
10 12 (18.75%) Kimball Methodology
10 12 (18.75%) Relational Database
10 12 (18.75%) Performance Tuning
11 11 (17.19%) Talend
11 11 (17.19%) SQL Server Analysis Services
11 11 (17.19%) Talend Open Studio
12 10 (15.63%) Data Mart
12 10 (15.63%) Informatica
13 8 (12.50%) Stakeholder Management
13 8 (12.50%) Oracle Applications
13 8 (12.50%) Data Analysis
13 8 (12.50%) Oracle BI EE
13 8 (12.50%) Dimensional Modelling
13 8 (12.50%) Data Integration

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 4 (6.25%) Oracle Workflow
1 4 (6.25%) Tomcat
2 3 (4.69%) Apache Spark
3 2 (3.13%) Elasticsearch
3 2 (3.13%) SAS
Applications
1 7 (10.94%) MS Excel
2 4 (6.25%) MS Office
2 4 (6.25%) MS Project
2 4 (6.25%) MS Visio
Business Applications
1 8 (12.50%) Oracle Applications
2 4 (6.25%) Demantra
2 4 (6.25%) Oracle 11i
2 4 (6.25%) SnowdropKCS
3 1 (1.56%) Oracle EBS
Cloud Services
1 8 (12.50%) Amazon AWS
2 5 (7.81%) Cloud Computing
3 1 (1.56%) Microsoft Azure
Communications & Networking
1 3 (4.69%) TCP/IP
Database & Business Intelligence
1 38 (59.38%) Data Warehouse
2 25 (39.06%) SQL Server
3 23 (35.94%) SQL Server Integration Services
4 15 (23.44%) SQL Server Reporting Services
5 12 (18.75%) OLAP
5 12 (18.75%) Relational Database
6 11 (17.19%) SQL Server Analysis Services
7 10 (15.63%) Data Mart
8 8 (12.50%) Amazon Redshift
8 8 (12.50%) Oracle BI EE
8 8 (12.50%) Oracle Database
8 8 (12.50%) SQL Server 2012
9 7 (10.94%) Oracle Reports
10 6 (9.38%) Big Data
10 6 (9.38%) DataStage
10 6 (9.38%) Enterprise Data Warehouse
10 6 (9.38%) PostgreSQL
11 5 (7.81%) SQL Server 2005
11 5 (7.81%) SQL Server 2014
12 4 (6.25%) Oracle OLAP
Development Applications
1 11 (17.19%) Talend Open Studio
2 6 (9.38%) ERwin
3 4 (6.25%) JDeveloper
3 4 (6.25%) Oracle Forms
4 2 (3.13%) Git (software)
5 1 (1.56%) SpecFlow
General
1 27 (42.19%) Finance
2 12 (18.75%) Banking
3 7 (10.94%) Retail
4 5 (7.81%) Investment Banking
5 4 (6.25%) Manufacturing
5 4 (6.25%) Publishing
6 3 (4.69%) Telecoms
7 2 (3.13%) Advertising
7 2 (3.13%) Front Office
7 2 (3.13%) Marketing
8 1 (1.56%) Back Office
8 1 (1.56%) Financial Institution
8 1 (1.56%) Legal
8 1 (1.56%) Pharmaceutical
Job Titles
1 29 (45.31%) Developer
2 10 (15.63%) SQL Developer
3 9 (14.06%) Architect
4 8 (12.50%) Business Intelligence Developer
4 8 (12.50%) Data Architect
5 7 (10.94%) Analyst
6 5 (7.81%) Consultant
7 4 (6.25%) Applications Support
7 4 (6.25%) Applications Support Analyst
7 4 (6.25%) Business Intelligence Architect
7 4 (6.25%) Cloud Specialist
7 4 (6.25%) Data Warehouse Architect
7 4 (6.25%) Data Warehouse Developer
7 4 (6.25%) Development Analyst
7 4 (6.25%) Development Support Analyst
7 4 (6.25%) Informatica Developer
7 4 (6.25%) PL/SQL Developer
7 4 (6.25%) SAP Developer
7 4 (6.25%) Security Specialist
7 4 (6.25%) Support Analyst
Libraries, Frameworks & Software Standards
1 7 (10.94%) MDX
1 7 (10.94%) XML
2 6 (9.38%) .NET
3 3 (4.69%) SOAP
4 2 (3.13%) Apache Avro
4 2 (3.13%) Elastic Stack
4 2 (3.13%) Kafka
4 2 (3.13%) Software Packaging
4 2 (3.13%) Spark Streaming
5 1 (1.56%) Apache Camel
5 1 (1.56%) Web Services
Miscellaneous
1 7 (10.94%) Analytical Skills
2 5 (7.81%) CESG
2 5 (7.81%) Data Structures
2 5 (7.81%) Management Information System
2 5 (7.81%) Public Cloud
3 2 (3.13%) Computer Science
3 2 (3.13%) Data Centre
3 2 (3.13%) Data Protection Act
3 2 (3.13%) Freedom of Information
3 2 (3.13%) Freedom of Information Act
4 1 (1.56%) Derivative
4 1 (1.56%) Enterprise Software
4 1 (1.56%) Reference Data
Operating Systems
1 6 (9.38%) Linux
2 4 (6.25%) HPUX
2 4 (6.25%) Unix
2 4 (6.25%) Windows
2 4 (6.25%) Windows 7
2 4 (6.25%) Windows Server 2003
2 4 (6.25%) Windows Server 2008
2 4 (6.25%) Windows Server 2012
Processes & Methodologies
1 37 (57.81%) Business Intelligence
1 37 (57.81%) ETL
2 27 (42.19%) Data Modelling
3 17 (26.56%) Agile Software Development
4 15 (23.44%) Migration
5 12 (18.75%) Analytics
5 12 (18.75%) Kimball Methodology
5 12 (18.75%) Performance Tuning
6 8 (12.50%) Data Analysis
6 8 (12.50%) Data Integration
6 8 (12.50%) Dimensional Modelling
6 8 (12.50%) Stakeholder Management
7 7 (10.94%) Performance Monitoring
7 7 (10.94%) Scrum
7 7 (10.94%) Test Scripting
8 6 (9.38%) Data Architecture
8 6 (9.38%) Data Governance
8 6 (9.38%) Data Migration
9 5 (7.81%) eTOM
9 5 (7.81%) Time Management
Programming Languages
1 38 (59.38%) SQL
2 13 (20.31%) PL/SQL
3 7 (10.94%) T-SQL
4 6 (9.38%) Java
5 4 (6.25%) C#
5 4 (6.25%) JavaScript
6 3 (4.69%) Data Analysis Expressions (DAX)
6 3 (4.69%) Python
7 2 (3.13%) Perl
7 2 (3.13%) Ruby
7 2 (3.13%) Scala
Qualifications
1 7 (10.94%) Degree
1 7 (10.94%) Security Cleared
2 5 (7.81%) (ISC)2 CCSP
2 5 (7.81%) CCSP
2 5 (7.81%) Cisco Certification
2 5 (7.81%) CISM
2 5 (7.81%) CISSP
3 1 (1.56%) SC Cleared
Quality Assurance & Compliance
1 7 (10.94%) Data Quality
1 7 (10.94%) QA
2 5 (7.81%) COBIT
2 5 (7.81%) ISO/IEC 27001
2 5 (7.81%) ISO22301
3 3 (4.69%) PCI DSS
4 2 (3.13%) ISO 9001
System Software
1 2 (3.13%) Apache Flume
Systems Management
1 3 (4.69%) Control-M
2 2 (3.13%) Grafana
2 2 (3.13%) Kibana
2 2 (3.13%) logstash
2 2 (3.13%) Nagios
Vendors
1 29 (45.31%) Oracle
2 11 (17.19%) Talend
3 10 (15.63%) Informatica
4 7 (10.94%) Microsoft
5 6 (9.38%) Cognos
6 5 (7.81%) SAP
7 4 (6.25%) Hyperion
7 4 (6.25%) Teradata
8 3 (4.69%) BMC
8 3 (4.69%) Embarcadero
8 3 (4.69%) IBM
9 2 (3.13%) Lavastorm
9 2 (3.13%) Tableau
10 1 (1.56%) Cloudera
10 1 (1.56%) MicroStrategy
London
Edward Carter Solutions
Rate: Excellent
Posted: Yesterday