Period
to 19 February 2018

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 19 February 2018 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
19 Feb 2018
Same period 2017 Same period 2016
Rank 131 - 149
Rank change year-on-year - +149 -16
Contract jobs citing Star Schema 9 0 10
As % of all contract IT jobs advertised in Manchester 0.33% - 0.26%
As % of the Database & Business Intelligence category 1.44% - 1.20%
Number of daily rates quoted 9 0 2
Manchester median daily rate £400 - £344
10th Percentile £313 - £312
90th Percentile £586 - £381
North West median daily rate £525 £550 £375
% change year-on-year -4.55% +46.67% +7.14%
Number of hourly rates quoted 0 0 0
Manchester median hourly rate - - -
North West median hourly rate - - -

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 624 732 836
As % of all contract IT jobs advertised in Manchester 23.00% 24.59% 21.78%
Number of daily rates quoted 464 505 515
Manchester median daily rate £400 £375 £375
Median daily rate % change year-on-year +6.67% - +15.38%
10th Percentile £277 £271 £250
90th Percentile £582 £538 £525
North West median daily rate £400 £375 £388
% change year-on-year +6.67% -3.23% +10.71%
Number of hourly rates quoted 5 6 8
Manchester median hourly rate £18.71 £20.50 £18.00
Median hourly rate % change year-on-year -8.73% +13.89% -26.53%
10th Percentile £12.15 £14.38 £11.50
90th Percentile £55.25 £36.25 £37.18
North West median hourly rate £43.05 £38.50 £39.50
% change year-on-year +11.82% -2.53% +25.80%

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 19 February 2018.

Contractor daily rate histogram for Star Schema in Manchester

For the 6 months to 19 February 2018, IT contractor jobs citing Star Schema also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the Manchester region with a requirement for Star Schema.

1 9 (100.00%) ETL
2 5 (55.56%) Business Intelligence
2 5 (55.56%) SQL
2 5 (55.56%) SQL Server
2 5 (55.56%) SQL Server Reporting Services
2 5 (55.56%) SQL Server Integration Services
2 5 (55.56%) SQL Server Analysis Services
2 5 (55.56%) SQL Server 2014
3 4 (44.44%) SFIA
3 4 (44.44%) Performance Tuning
3 4 (44.44%) Data Migration
3 4 (44.44%) Red Hat Enterprise Linux
3 4 (44.44%) XPath
3 4 (44.44%) Problem Management
3 4 (44.44%) EnterpriseDB
3 4 (44.44%) ITIL V3
3 4 (44.44%) High Availability
3 4 (44.44%) MongoDB
3 4 (44.44%) Data Transformation
3 4 (44.44%) Java
3 4 (44.44%) Asset Management
3 4 (44.44%) Migration
3 4 (44.44%) PostgreSQL
3 4 (44.44%) Hibernate
3 4 (44.44%) DB2
3 4 (44.44%) OLAP
3 4 (44.44%) XML
3 4 (44.44%) XSD
3 4 (44.44%) XSLT
3 4 (44.44%) ITIL

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:

Applications
1 3 (33.33%) Microsoft Excel
Cloud Services
1 3 (33.33%) Microsoft Azure
Database & Business Intelligence
1 5 (55.56%) SQL Server
1 5 (55.56%) SQL Server 2014
1 5 (55.56%) SQL Server Analysis Services
1 5 (55.56%) SQL Server Integration Services
1 5 (55.56%) SQL Server Reporting Services
2 4 (44.44%) DB2
2 4 (44.44%) MongoDB
2 4 (44.44%) OLAP
2 4 (44.44%) OLTP
2 4 (44.44%) PostgreSQL
3 3 (33.33%) Azure SQL Database
3 3 (33.33%) Data Warehouse
3 3 (33.33%) Power BI
Development Applications
1 2 (22.22%) Team Foundation Server
1 2 (22.22%) Visual Studio
Job Titles
1 5 (55.56%) Developer
1 5 (55.56%) SQL Developer
2 3 (33.33%) Business Intelligence Developer
2 3 (33.33%) SQL BI Developer
3 2 (22.22%) Administrator
3 2 (22.22%) Architect
3 2 (22.22%) Data Administrator
3 2 (22.22%) Data Architect
3 2 (22.22%) Database Architect
3 2 (22.22%) DBA
3 2 (22.22%) Infrastructure Engineer
3 2 (22.22%) Infrastructure Operations Engineer
3 2 (22.22%) Senior Infrastructure Engineer
3 2 (22.22%) SSIS Developer
3 2 (22.22%) SSRS Developer
Libraries, Frameworks & Software Standards
1 4 (44.44%) Hibernate
1 4 (44.44%) XML
1 4 (44.44%) XSD
1 4 (44.44%) XSLT
Operating Systems
1 4 (44.44%) Linux
1 4 (44.44%) Red Hat Enterprise Linux
Processes & Methodologies
1 9 (100.00%) ETL
2 5 (55.56%) Business Intelligence
3 4 (44.44%) Asset Management
3 4 (44.44%) Configuration Management
3 4 (44.44%) Data Migration
3 4 (44.44%) Data Transformation
3 4 (44.44%) High Availability
3 4 (44.44%) ITIL
3 4 (44.44%) ITIL V3
3 4 (44.44%) Migration
3 4 (44.44%) Performance Tuning
3 4 (44.44%) Problem Management
3 4 (44.44%) SFIA
4 3 (33.33%) Visualisation
5 2 (22.22%) ETL Development
5 2 (22.22%) Kimball Methodology
Programming Languages
1 5 (55.56%) SQL
2 4 (44.44%) Java
2 4 (44.44%) XPath
3 3 (33.33%) T-SQL
Quality Assurance & Compliance
1 3 (33.33%) Data Quality
Vendors
1 4 (44.44%) EnterpriseDB
1 4 (44.44%) Red Hat
2 2 (22.22%) Microsoft