Period
to 17 January 2019

The following table provides summary statistics for contract job vacancies advertised in Manchester with a requirement for Data Warehouse skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Warehouse over the 6 months to 17 January 2019 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.

Data Warehousing
North West > Manchester
6 months to
17 Jan 2019
Same period 2018 Same period 2017
Rank 108 84 87
Rank change year-on-year -24 +3 -29
Contract jobs citing Data Warehouse 44 62 66
As % of all contract IT jobs advertised in Manchester 1.49% 2.21% 2.06%
As % of the Database & Business Intelligence category 7.11% 9.13% 8.85%
Number of daily rates quoted 29 51 47
Manchester median daily rate £400 £413 £375
Median daily rate % change year-on-year -3.03% +10.00% -6.25%
10th Percentile £298 £313 £319
90th Percentile £543 £506 £550
North West median daily rate £400 £428 £388
% change year-on-year -6.43% +10.32% -3.13%
Number of hourly rates quoted 2 0 0
Manchester median hourly rate £18.75 - -
North West median hourly rate £20.00 £39.25 -
% change year-on-year -49.04% - -

Data Warehouse 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 619 679 746
As % of all contract IT jobs advertised in Manchester 20.91% 24.18% 23.33%
Number of daily rates quoted 435 502 522
Manchester median daily rate £400 £400 £375
Median daily rate % change year-on-year - +6.67% -
10th Percentile £310 £290 £269
90th Percentile £548 £575 £538
North West median daily rate £400 £400 £375
% change year-on-year - +6.67% -6.25%
Number of hourly rates quoted 7 3 7
Manchester median hourly rate £24.75 £15.69 £28.50
Median hourly rate % change year-on-year +57.74% -44.95% +10.68%
10th Percentile £16.70 £11.09 £14.38
90th Percentile £33.50 £19.11 £36.00
North West median hourly rate £35.00 £42.25 £32.26
% change year-on-year -17.16% +30.96% -14.54%

Data Warehouse
Job Vacancy Trend in Manchester

Job postings citing Data Warehouse as a percentage of all IT jobs advertised in Manchester.

Job vacancy trend for Data Warehouse in Manchester

Data Warehouse
Contractor Daily Rate Trend in Manchester

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

Contractor daily rate trend for Data Warehouse in Manchester

Data Warehouse
Contractor Daily Rate Histogram in Manchester

The daily rate distribution of IT jobs citing Data Warehouse in Manchester over the 6 months to 17 January 2019.

Contractor daily rate histogram for Data Warehouse in Manchester

Data Warehouse
Contractor Hourly Rate Trend in Manchester

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Data Warehouse in Manchester.

Contractor hourly rate trend for Data Warehouse in Manchester

Data Warehouse
Contract Job Locations in Manchester

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Warehouse within the Manchester region over the 6 months to 17 January 2019. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Stockport - 1 £525 -
Data Warehouse
North West

For the 6 months to 17 January 2019, IT contractor jobs citing Data Warehouse 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 Data Warehouse.

1 25 (56.82%) SQL
2 18 (40.91%) ETL
3 16 (36.36%) Business Intelligence
4 11 (25.00%) SQL Server
5 10 (22.73%) SQL Server Integration Services
6 9 (20.45%) Data Modelling
6 9 (20.45%) Migration
6 9 (20.45%) Analytics
7 8 (18.18%) Data Analysis
8 7 (15.91%) Finance
8 7 (15.91%) T-SQL
9 6 (13.64%) Big Data
9 6 (13.64%) ETL Development
10 5 (11.36%) Power BI
10 5 (11.36%) Oracle
10 5 (11.36%) Microsoft
10 5 (11.36%) Agile Software Development
10 5 (11.36%) Hadoop
11 4 (9.09%) Banking
11 4 (9.09%) SQL Server Reporting Services
11 4 (9.09%) SQL Server Analysis Services
11 4 (9.09%) Data Migration
11 4 (9.09%) PHP
11 4 (9.09%) OLAP
11 4 (9.09%) OLAP Cube
11 4 (9.09%) Relational Database
11 4 (9.09%) Google
12 3 (6.82%) ISTQB Foundation Certification
12 3 (6.82%) SAS Data Integration Studio
12 3 (6.82%) Functional Testing

Data Warehouse
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 3 (6.82%) SAS
2 2 (4.55%) Apache Spark
3 1 (2.27%) Elasticsearch
Applications
1 2 (4.55%) Microsoft Excel
2 1 (2.27%) Microsoft PowerPoint
Business Applications
1 1 (2.27%) Cognos Business Intelligence
Cloud Services
1 3 (6.82%) Microsoft Azure
2 2 (4.55%) Azure Data Factory
2 2 (4.55%) Data Lake Analytics
2 2 (4.55%) Office 365
3 1 (2.27%) Amazon AWS
3 1 (2.27%) PaaS
Communications & Networking
1 2 (4.55%) LAN
1 2 (4.55%) WAN
2 1 (2.27%) SMS
Database & Business Intelligence
1 11 (25.00%) SQL Server
2 10 (22.73%) SQL Server Integration Services
3 6 (13.64%) Big Data
4 5 (11.36%) Hadoop
4 5 (11.36%) Power BI
5 4 (9.09%) OLAP
5 4 (9.09%) OLAP Cube
5 4 (9.09%) Relational Database
5 4 (9.09%) SQL Server Analysis Services
5 4 (9.09%) SQL Server Reporting Services
6 3 (6.82%) Base SAS
6 3 (6.82%) Data Lake
6 3 (6.82%) Oracle Discoverer
6 3 (6.82%) Oracle OWB
6 3 (6.82%) SAS Data Integration Studio
6 3 (6.82%) SAS Enterprise Guide
7 2 (4.55%) Apache Hive
7 2 (4.55%) MongoDB
7 2 (4.55%) Oracle Database
7 2 (4.55%) Star Schema
Development Applications
1 3 (6.82%) Visual Studio
2 1 (2.27%) Git (software)
2 1 (2.27%) GitLab
2 1 (2.27%) gulp
2 1 (2.27%) Jasmine
2 1 (2.27%) Karma Test Runner
2 1 (2.27%) Protractor
2 1 (2.27%) Visual Studio Team System
General
1 7 (15.91%) Finance
2 4 (9.09%) Banking
3 3 (6.82%) Publishing
4 2 (4.55%) Marketing
5 1 (2.27%) Retail
5 1 (2.27%) Telecoms
Job Titles
1 23 (52.27%) Developer
2 10 (22.73%) Analyst
3 4 (9.09%) Architect
3 4 (9.09%) Business Intelligence Developer
3 4 (9.09%) Data Analyst
4 3 (6.82%) ETL Developer
4 3 (6.82%) Full Stack Developer
4 3 (6.82%) PHP Developer
4 3 (6.82%) SQL Developer
4 3 (6.82%) Test Analyst
5 2 (4.55%) Business Developer
5 2 (4.55%) Campaign Analyst
5 2 (4.55%) Consultant
5 2 (4.55%) Data Architect
5 2 (4.55%) Data Warehouse Analyst
5 2 (4.55%) Data Warehouse Developer
5 2 (4.55%) Infrastructure Architect
5 2 (4.55%) Oracle Developer
5 2 (4.55%) SAS Developer
5 2 (4.55%) Senior Developer
Libraries, Frameworks & Software Standards
1 2 (4.55%) MDX
2 1 (2.27%) AngularJS
2 1 (2.27%) CSS
2 1 (2.27%) CSS3
2 1 (2.27%) D3.js
2 1 (2.27%) HTML
2 1 (2.27%) HTML5
2 1 (2.27%) JSON
2 1 (2.27%) Laravel
2 1 (2.27%) LESS
2 1 (2.27%) PostGIS
2 1 (2.27%) Sass
2 1 (2.27%) SVG
2 1 (2.27%) Twitter Bootstrap
2 1 (2.27%) XML
Miscellaneous
1 3 (6.82%) Analytical Skills
2 2 (4.55%) Greenfield Project
2 2 (4.55%) NHS
2 2 (4.55%) Public Cloud
3 1 (2.27%) Mobile App
3 1 (2.27%) User Experience
3 1 (2.27%) Virtual Team
Operating Systems
1 3 (6.82%) Linux
2 2 (4.55%) Unix
Processes & Methodologies
1 18 (40.91%) ETL
2 16 (36.36%) Business Intelligence
3 9 (20.45%) Analytics
3 9 (20.45%) Data Modelling
3 9 (20.45%) Migration
4 8 (18.18%) Data Analysis
5 6 (13.64%) ETL Development
6 5 (11.36%) Agile Software Development
7 4 (9.09%) Data Migration
8 3 (6.82%) Change Control
8 3 (6.82%) Dimensional Modelling
8 3 (6.82%) E-Commerce
8 3 (6.82%) Functional Testing
8 3 (6.82%) Stakeholder Management
9 2 (4.55%) Customer Insight
9 2 (4.55%) Data Analytics
9 2 (4.55%) Data Visualisation
9 2 (4.55%) Kimball Methodology
9 2 (4.55%) Master Data Management
9 2 (4.55%) Visualisation
Programming Languages
1 25 (56.82%) SQL
2 7 (15.91%) T-SQL
3 4 (9.09%) PHP
4 3 (6.82%) Go
5 2 (4.55%) C#
5 2 (4.55%) VBA
6 1 (2.27%) Data Analysis Expressions (DAX)
6 1 (2.27%) Java
6 1 (2.27%) PowerShell
6 1 (2.27%) Python
6 1 (2.27%) U-SQL
Qualifications
1 3 (6.82%) ISEB
1 3 (6.82%) ISTQB
1 3 (6.82%) ISTQB Foundation Certification
1 3 (6.82%) SC Cleared
1 3 (6.82%) Security Cleared
2 2 (4.55%) Degree
Quality Assurance & Compliance
1 2 (4.55%) Data Quality
2 1 (2.27%) GDPR
2 1 (2.27%) PCI DSS
System Software
1 1 (2.27%) Docker
Systems Management
1 1 (2.27%) Kibana
Vendors
1 5 (11.36%) Microsoft
1 5 (11.36%) Oracle
2 4 (9.09%) Google
3 3 (6.82%) Cognos
3 3 (6.82%) SAP
4 2 (4.55%) Tableau
4 2 (4.55%) VMware
5 1 (2.27%) Ab Initio
5 1 (2.27%) Databricks
5 1 (2.27%) HP
5 1 (2.27%) IBM
5 1 (2.27%) Informatica
5 1 (2.27%) Remedy
5 1 (2.27%) Teradata
5 1 (2.27%) Vertica