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 1 July 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
1 Jul 2016
Same period 2015 Same period 2014
Star Schema
Rank 544 571 532
Rank change year-on-year
+27 -39
Contract jobs citing Star Schema 69 46 57
As % of all contract IT jobs located in England 0.14% 0.090% 0.12%
As % of the Database & Business Intelligence category 0.64% 0.38% 0.52%
Number of daily rates quoted 44 33 40
Median daily rate £450 £413 £414
Median daily rate % change year-on-year
+9.09% -0.30%
90% offered a daily rate of more than £372 £345 £277
10% offered a daily rate of more than £618 £463 £488
UK excluding London median daily rate £413 £250 £305
% change year-on-year
+65.00% -18.03%
Number of hourly rates quoted 0 1 0
Median hourly rate - £57.75 -
UK excluding London median hourly rate - £57.75 -
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
10720 12030 11017
As % of all contract IT jobs located in England 21.86% 23.60% 22.58%
Number of daily rates quoted 7332 7976 6963
Median daily rate £425 £400 £400
Median daily rate % change year-on-year
+6.25% -
90% offered a daily rate of more than £300 £280 £270
10% offered a daily rate of more than £585 £550 £550
UK excluding London median daily rate £375 £355 £350
% change year-on-year
+5.63% +1.42%
Number of hourly rates quoted 183 185 186
Median hourly rate £30.00 £26.75 £28.50
Median hourly rate % change year-on-year
+12.14% -6.14%
90% offered a hourly rate of more than £12.33 £15.68 £13.50
10% offered a hourly rate of more than £49.00 £52.17 £52.50
UK excluding London median hourly rate £31.59 £28.13 £29.50
% change year-on-year
+12.30% -4.66%

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 1 July 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 1 July 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 -17 27 £506 +22.35% 3
Yorkshire - 18 £400 - 1
South West +13 13 £639 +64.83%
North West -1 7 £450 +4.04% 1
South East +2 2 £406 +103.12%
North East - 2 £325 -
Star Schema
UK

Star Schema
Top 30 Related IT Skills in England

For the 6 months to 1 July 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 81 (67.50%) Data Warehouse
2 78 (65.00%) Data Modelling
3 51 (42.50%) Finance
4 50 (41.67%) SQL
5 48 (40.00%) ETL
5 48 (40.00%) Agile Software Development
6 34 (28.33%) Business Intelligence
7 33 (27.50%) Oracle
8 32 (26.67%) SQL Server
9 31 (25.83%) SQL Server Integration Services
10 29 (24.17%) Kimball Methodology
11 22 (18.33%) SOA
12 20 (16.67%) SQL Server Reporting Services
13 19 (15.83%) BusinessObjects
13 19 (15.83%) Data Structures
14 18 (15.00%) Migration
15 17 (14.17%) Scrum
15 17 (14.17%) Logical Data Model
16 16 (13.33%) Analytics
16 16 (13.33%) Data Management
16 16 (13.33%) Microsoft
16 16 (13.33%) Java
16 16 (13.33%) Data Integration
17 15 (12.50%) Amazon AWS
17 15 (12.50%) IBM
17 15 (12.50%) Mentoring
17 15 (12.50%) Amazon Redshift
18 14 (11.67%) MySQL
18 14 (11.67%) XML
18 14 (11.67%) PostgreSQL

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 8 (6.67%) Confluence
2 4 (3.33%) Apache Spark
3 3 (2.50%) Apache Pig
4 2 (1.67%) Skype for Business
5 1 (0.83%) Apache
5 1 (0.83%) Elasticsearch
5 1 (0.83%) Oracle Coherence
5 1 (0.83%) SharePoint
Applications
1 9 (7.50%) MS Excel
2 3 (2.50%) MS Office
3 1 (0.83%) MS PowerPoint
3 1 (0.83%) MS Visio
Business Applications
1 7 (5.83%) SAP MDM
2 4 (3.33%) SAP CRM
2 4 (3.33%) SAP hybris
3 1 (0.83%) CODA-Financials
3 1 (0.83%) Cognos Business Intelligence
3 1 (0.83%) Oracle Financials
3 1 (0.83%) SAP Oil and Gas
Cloud Services
1 15 (12.50%) Amazon AWS
2 11 (9.17%) Amazon Kinesis
2 11 (9.17%) Amazon S3
2 11 (9.17%) AWS Elastic Beanstalk
3 8 (6.67%) GitHub
4 7 (5.83%) Veeva
Database & Business Intelligence
1 81 (67.50%) Data Warehouse
2 32 (26.67%) SQL Server
3 31 (25.83%) SQL Server Integration Services
4 20 (16.67%) SQL Server Reporting Services
5 19 (15.83%) BusinessObjects
6 15 (12.50%) Amazon Redshift
7 14 (11.67%) MySQL
7 14 (11.67%) PostgreSQL
8 13 (10.83%) Big Data
8 13 (10.83%) Snowflake Schema
9 12 (10.00%) Oracle Database
9 12 (10.00%) Relational Database
10 10 (8.33%) OLAP
10 10 (8.33%) SQL Server Analysis Services
11 9 (7.50%) IBM InfoSphere
12 8 (6.67%) Hadoop
13 7 (5.83%) Oracle Database 12c
14 6 (5.00%) DataStage
14 6 (5.00%) Oracle BI EE
14 6 (5.00%) Oracle OLAP
Development Applications
1 13 (10.83%) ERwin
1 13 (10.83%) Talend Open Studio
2 11 (9.17%) Jenkins
2 11 (9.17%) JIRA
3 8 (6.67%) Maven
3 8 (6.67%) SQL Server Management Studio (SSMS)
3 8 (6.67%) Visual Studio
4 7 (5.83%) Oracle APEX
4 7 (5.83%) PowerDesigner
5 3 (2.50%) Cucumber
5 3 (2.50%) JUnit
5 3 (2.50%) PigUnit
5 3 (2.50%) PyUnit
5 3 (2.50%) RSpec
6 1 (0.83%) Team Foundation Server
General
1 51 (42.50%) Finance
2 14 (11.67%) Banking
3 7 (5.83%) Investment Banking
3 7 (5.83%) Marketing
4 6 (5.00%) Pharmaceutical
5 4 (3.33%) Law
6 3 (2.50%) Publishing
7 2 (1.67%) Front Office
7 2 (1.67%) International Banking
7 2 (1.67%) Legal
8 1 (0.83%) Billing
8 1 (0.83%) Corporate Banking
8 1 (0.83%) Electronics
8 1 (0.83%) Manufacturing
8 1 (0.83%) Telecoms
Job Titles
1 53 (44.17%) Developer
2 24 (20.00%) Data Modeller
3 23 (19.17%) Architect
4 20 (16.67%) Data Architect
5 19 (15.83%) SQL Developer
6 18 (15.00%) ETL Developer
7 16 (13.33%) Analyst
8 11 (9.17%) Senior Developer
9 10 (8.33%) Business Intelligence Developer
9 10 (8.33%) Data Analyst
9 10 (8.33%) Senior Data Modeller
10 9 (7.50%) Data Warehouse Developer
10 9 (7.50%) Senior ETL Developer
11 7 (5.83%) Senior Analyst
12 5 (4.17%) Applications Developer
12 5 (4.17%) Oracle Developer
12 5 (4.17%) SQL BI Developer
12 5 (4.17%) SSIS Developer
12 5 (4.17%) Talend Developer
13 4 (3.33%) SSRS Developer
Libraries, Frameworks & Software Standards
1 14 (11.67%) XML
2 13 (10.83%) Web Services
3 11 (9.17%) REST
3 11 (9.17%) WSDL
3 11 (9.17%) XSD
4 6 (5.00%) MDX
5 5 (4.17%) .NET
6 4 (3.33%) .NET Framework
6 4 (3.33%) ASP.NET
6 4 (3.33%) ASP.NET MVC
7 3 (2.50%) JSON
8 2 (1.67%) AngularJS
8 2 (1.67%) Apache Tez
8 2 (1.67%) HTML
8 2 (1.67%) RESTful
9 1 (0.83%) JDBC
9 1 (0.83%) Kafka
9 1 (0.83%) ODBC
9 1 (0.83%) XML Schema
Miscellaneous
1 19 (15.83%) Data Structures
2 16 (13.33%) Data Integration
3 11 (9.17%) Market Risk
4 10 (8.33%) Computer Science
5 8 (6.67%) Analytical Skills
6 7 (5.83%) Management Information System
7 6 (5.00%) Credit Risk
7 6 (5.00%) NHS
8 4 (3.33%) Visualisation
9 2 (1.67%) Credit Derivative
9 2 (1.67%) Derivative
9 2 (1.67%) Fixed Income
10 1 (0.83%) Blog
10 1 (0.83%) Clustering
10 1 (0.83%) Hedge funds
10 1 (0.83%) Mathematics
10 1 (0.83%) Ontologies
Operating Systems
1 4 (3.33%) Windows
2 2 (1.67%) Linux
3 1 (0.83%) Unix
Processes & Methodologies
1 78 (65.00%) Data Modelling
2 48 (40.00%) Agile Software Development
2 48 (40.00%) ETL
3 34 (28.33%) Business Intelligence
4 29 (24.17%) Kimball Methodology
5 22 (18.33%) SOA
6 18 (15.00%) Migration
7 17 (14.17%) Logical Data Model
7 17 (14.17%) Scrum
8 16 (13.33%) Analytics
8 16 (13.33%) Data Management
9 15 (12.50%) Mentoring
10 14 (11.67%) Business Analysis
10 14 (11.67%) Data Analysis
10 14 (11.67%) Data Migration
11 13 (10.83%) Data Architecture
12 12 (10.00%) Continuous Integration
12 12 (10.00%) Data Mapping
13 11 (9.17%) Data Governance
14 10 (8.33%) Coaching
Programming Languages
1 50 (41.67%) SQL
2 16 (13.33%) Java
3 10 (8.33%) PL/SQL
4 8 (6.67%) T-SQL
5 5 (4.17%) Bash Shell
6 4 (3.33%) C
6 4 (3.33%) Python
7 2 (1.67%) ANSI SQL
7 2 (1.67%) C#
7 2 (1.67%) JavaScript
8 1 (0.83%) Data Analysis Expressions (DAX)
8 1 (0.83%) R
8 1 (0.83%) SPARQL
Qualifications
1 14 (11.67%) Security Cleared
2 12 (10.00%) Degree
3 11 (9.17%) SC Cleared
4 2 (1.67%) DV Cleared
5 1 (0.83%) ISEB
5 1 (0.83%) ISTQB
5 1 (0.83%) MCITP
5 1 (0.83%) Microsoft Certification
Quality Assurance & Compliance
1 12 (10.00%) Data Quality
2 3 (2.50%) QA
3 1 (0.83%) Disclosure Scotland
System Software
1 11 (9.17%) Docker
2 8 (6.67%) VMware Infrastructure
2 8 (6.67%) Xen
3 2 (1.67%) HDFS
Systems Management
1 8 (6.67%) Microsoft Intune
2 2 (1.67%) Control-M
2 2 (1.67%) Oozie
3 1 (0.83%) HP Quality Center
Vendors
1 33 (27.50%) Oracle
2 16 (13.33%) Microsoft
3 15 (12.50%) IBM
4 13 (10.83%) Informatica
4 13 (10.83%) Talend
5 12 (10.00%) SAP
6 8 (6.67%) Citrix
6 8 (6.67%) Cognos
6 8 (6.67%) Tableau
6 8 (6.67%) VMware
7 7 (5.83%) Concur
7 7 (5.83%) Infor
7 7 (5.83%) Salesforce.com
7 7 (5.83%) Teradata
8 4 (3.33%) hybris
9 2 (1.67%) Actuate
9 2 (1.67%) Chordiant
9 2 (1.67%) Hyperion
9 2 (1.67%) MicroStrategy
9 2 (1.67%) Vertica
London
ConSol Partners
Rate: £550 - £800 per annum
Posted: 3 hours ago
North London
Connectus
Rate: £500 per day
Posted: 10 hours ago
York
Rural Payments Agency
Posted: 3 days ago