Period
to 22 November 2017

The following table provides summary statistics for contract job vacancies advertised in Manchester with a requirement for Star Schema skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Star Schema over the 6 months to 22 November 2017 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Star Schema
North West > Manchester
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 134 - 146
Rank change year-on-year - +146 -20
Contract jobs citing Star Schema 11 0 7
As % of all contract IT jobs advertised in Manchester 0.37% - 0.19%
As % of the Database & Business Intelligence category 1.62% - 0.83%
Number of daily rates quoted 9 0 1
Manchester median daily rate £425 - £313
10th Percentile £313 - £306
90th Percentile £586 - £319
North West median daily rate £577 £500 £400
% change year-on-year +15.40% +25.00% +18.52%
Number of hourly rates quoted 0 0 0
Manchester median hourly rate - - -
North West median hourly rate - - £57.75

Star Schema is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Manchester with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Manchester
Contract vacancies with a requirement for database or business intelligence skills 681 810 844
As % of all contract IT jobs advertised in Manchester 23.07% 22.82% 22.36%
Number of daily rates quoted 487 544 552
Manchester median daily rate £400 £375 £375
Median daily rate % change year-on-year +6.67% - +15.38%
10th Percentile £294 £246 £263
90th Percentile £575 £538 £513
North West median daily rate £400 £375 £400
% change year-on-year +6.67% -6.25% +23.08%
Number of hourly rates quoted 2 6 8
Manchester median hourly rate £18.85 £21.63 £19.00
Median hourly rate % change year-on-year -12.86% +13.82% -6.17%
10th Percentile £15.91 £13.94 £11.35
90th Percentile £22.30 £35.22 £39.88
North West median hourly rate £42.75 £35.75 £40.00
% change year-on-year +19.58% -10.63% +45.45%

Star Schema
Job Vacancy Trend in Manchester

Job postings citing Star Schema as a percentage of all IT jobs advertised in Manchester.

Job vacancy trend for Star Schema in Manchester

Star Schema
Contractor Daily Rate Trend in Manchester

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

Contractor daily rate trend for Star Schema in Manchester

Star Schema
Contractor Daily Rate Histogram in Manchester

The daily rate distribution of IT jobs citing Star Schema in Manchester over the 6 months to 22 November 2017.

Contractor daily rate histogram for Star Schema in Manchester

For the 6 months to 22 November 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 Manchester region with a requirement for Star Schema.

1 8 (72.73%) ETL
2 6 (54.55%) Business Intelligence
3 4 (36.36%) OLTP
3 4 (36.36%) Red Hat
3 4 (36.36%) Configuration Management
3 4 (36.36%) Migration
3 4 (36.36%) PostgreSQL
3 4 (36.36%) Hibernate
3 4 (36.36%) Linux
3 4 (36.36%) XML
3 4 (36.36%) XSD
3 4 (36.36%) XSLT
3 4 (36.36%) ITIL
3 4 (36.36%) Java
3 4 (36.36%) SQL
3 4 (36.36%) SQL Server
3 4 (36.36%) DB2
3 4 (36.36%) OLAP
3 4 (36.36%) Data Warehouse
3 4 (36.36%) Asset Management
3 4 (36.36%) SQL Server Reporting Services
3 4 (36.36%) SQL Server Integration Services
3 4 (36.36%) XPath
3 4 (36.36%) Problem Management
3 4 (36.36%) SQL Server Analysis Services
3 4 (36.36%) Data Migration
3 4 (36.36%) Red Hat Enterprise Linux
3 4 (36.36%) EnterpriseDB
3 4 (36.36%) MongoDB
3 4 (36.36%) ITIL V3

Star Schema
Co-occurring IT Skills in Manchester 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 1 (9.09%) SAS
Applications
1 2 (18.18%) Microsoft Excel
Business Applications
1 2 (18.18%) HFM
1 2 (18.18%) Oracle EBS
Cloud Services
1 2 (18.18%) Microsoft Azure
Database & Business Intelligence
1 4 (36.36%) Data Warehouse
1 4 (36.36%) DB2
1 4 (36.36%) MongoDB
1 4 (36.36%) OLAP
1 4 (36.36%) OLTP
1 4 (36.36%) PostgreSQL
1 4 (36.36%) SQL Server
1 4 (36.36%) SQL Server 2014
1 4 (36.36%) SQL Server Analysis Services
1 4 (36.36%) SQL Server Integration Services
1 4 (36.36%) SQL Server Reporting Services
2 2 (18.18%) Azure SQL Database
2 2 (18.18%) Essbase
2 2 (18.18%) Oracle BI EE
2 2 (18.18%) Oracle BI Publisher
2 2 (18.18%) Oracle Database
2 2 (18.18%) Oracle Exadata
2 2 (18.18%) Oracle ODI
2 2 (18.18%) Power BI
2 2 (18.18%) QlikView
Development Applications
1 2 (18.18%) Oracle APEX
1 2 (18.18%) Team Foundation Server
1 2 (18.18%) Visual Studio
General
1 3 (27.27%) Finance
2 2 (18.18%) Local Government
3 1 (9.09%) Banking
Job Titles
1 5 (45.45%) Developer
2 4 (36.36%) SQL Developer
3 2 (18.18%) Administrator
3 2 (18.18%) Architect
3 2 (18.18%) Business Intelligence Developer
3 2 (18.18%) Consultant
3 2 (18.18%) Data Administrator
3 2 (18.18%) Data Architect
3 2 (18.18%) Database Architect
3 2 (18.18%) DBA
3 2 (18.18%) Infrastructure Engineer
3 2 (18.18%) Infrastructure Operations Engineer
3 2 (18.18%) OBIEE Consultant
3 2 (18.18%) QlikView Consultant
3 2 (18.18%) Senior Infrastructure Engineer
3 2 (18.18%) SQL BI Developer
3 2 (18.18%) SSIS Developer
3 2 (18.18%) SSRS Developer
4 1 (9.09%) Systems Developer
4 1 (9.09%) Technical Consultant
Libraries, Frameworks & Software Standards
1 4 (36.36%) Hibernate
1 4 (36.36%) XML
1 4 (36.36%) XSD
1 4 (36.36%) XSLT
2 2 (18.18%) Oracle GoldenGate
Miscellaneous
1 2 (18.18%) Oracle Exalytics
2 1 (9.09%) Credit Risk
Operating Systems
1 4 (36.36%) Linux
1 4 (36.36%) Red Hat Enterprise Linux
2 1 (9.09%) Unix
Processes & Methodologies
1 8 (72.73%) ETL
2 6 (54.55%) Business Intelligence
3 4 (36.36%) Asset Management
3 4 (36.36%) Configuration Management
3 4 (36.36%) Data Migration
3 4 (36.36%) Data Transformation
3 4 (36.36%) High Availability
3 4 (36.36%) ITIL
3 4 (36.36%) ITIL V3
3 4 (36.36%) Migration
3 4 (36.36%) Performance Tuning
3 4 (36.36%) Problem Management
3 4 (36.36%) SFIA
4 2 (18.18%) Analytics
4 2 (18.18%) Business Analytics
4 2 (18.18%) Creative Thinking
4 2 (18.18%) ETL Development
4 2 (18.18%) Innovative Thinking
4 2 (18.18%) Kimball Methodology
4 2 (18.18%) Visualisation
Programming Languages
1 4 (36.36%) Java
1 4 (36.36%) SQL
1 4 (36.36%) XPath
2 2 (18.18%) T-SQL
Quality Assurance & Compliance
1 2 (18.18%) Data Quality
Vendors
1 4 (36.36%) EnterpriseDB
1 4 (36.36%) Red Hat
2 2 (18.18%) Hyperion
2 2 (18.18%) Informatica
2 2 (18.18%) Microsoft
2 2 (18.18%) Oracle