Period
to 17 October 2018

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 October 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.

Data Warehousing
North West > Manchester
6 months to
17 Oct 2018
Same period 2017 Same period 2016
Rank 98 61 94
Rank change year-on-year -37 +33 -57
Contract jobs citing Data Warehouse 61 85 67
As % of all contract IT jobs advertised in Manchester 1.95% 3.01% 1.83%
As % of the Database & Business Intelligence category 9.15% 12.86% 8.01%
Number of daily rates quoted 41 52 45
Manchester median daily rate £400 £375 £375
Median daily rate % change year-on-year +6.67% - -6.25%
10th Percentile £315 £305 £203
90th Percentile £563 £506 £525
North West median daily rate £400 £430 £388
% change year-on-year -6.87% +10.84% -6.63%
Number of hourly rates quoted 0 0 0
Manchester median hourly rate - - -
North West median hourly rate £18.50 £27.00 £20.50
% change year-on-year -31.48% +31.71% -37.88%

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 667 661 836
As % of all contract IT jobs advertised in Manchester 21.28% 23.43% 22.89%
Number of daily rates quoted 471 443 549
Manchester median daily rate £400 £400 £375
Median daily rate % change year-on-year - +6.67% -
10th Percentile £300 £300 £237
90th Percentile £575 £575 £520
North West median daily rate £400 £400 £375
% change year-on-year - +6.67% -6.25%
Number of hourly rates quoted 3 3 8
Manchester median hourly rate £35.00 £22.00 £28.50
Median hourly rate % change year-on-year +59.09% -22.81% +50.00%
North West median hourly rate £35.00 £41.25 £35.00
% change year-on-year -15.15% +17.86% -5.41%

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 October 2018.

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 October 2018. 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 - 3 £475 - 1
Data Warehouse
North West

For the 6 months to 17 October 2018, 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 37 (60.66%) SQL
2 30 (49.18%) ETL
3 29 (47.54%) Business Intelligence
4 20 (32.79%) Finance
5 17 (27.87%) Oracle
6 16 (26.23%) Hadoop
7 14 (22.95%) SQL Server
7 14 (22.95%) SQL Server Integration Services
8 13 (21.31%) SAS
8 13 (21.31%) Data Modelling
9 11 (18.03%) Migration
10 10 (16.39%) Base SAS
10 10 (16.39%) SAS Enterprise Guide
10 10 (16.39%) Big Data
10 10 (16.39%) Analytics
10 10 (16.39%) SAS Data Integration Studio
11 9 (14.75%) Oracle OWB
11 9 (14.75%) Oracle Discoverer
12 8 (13.11%) Stakeholder Management
12 8 (13.11%) Agile Software Development
13 7 (11.48%) SQL Server Reporting Services
13 7 (11.48%) Data Analysis
13 7 (11.48%) Security Cleared
13 7 (11.48%) T-SQL
13 7 (11.48%) Change Control
13 7 (11.48%) ETL Development
14 6 (9.84%) Test Planning
14 6 (9.84%) HBase
14 6 (9.84%) Apache Hive
14 6 (9.84%) MongoDB

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 13 (21.31%) SAS
2 4 (6.56%) Apache Spark
3 2 (3.28%) Elasticsearch
4 1 (1.64%) Apache
Applications
1 1 (1.64%) Microsoft Excel
Business Applications
1 1 (1.64%) Cognos Business Intelligence
Cloud Services
1 4 (6.56%) Microsoft Azure
2 2 (3.28%) Azure Data Factory
3 1 (1.64%) Amazon AWS
3 1 (1.64%) Data Lake Analytics
3 1 (1.64%) Office 365
3 1 (1.64%) PaaS
Communications & Networking
1 5 (8.20%) SMS
2 1 (1.64%) LAN
2 1 (1.64%) WAN
Database & Business Intelligence
1 16 (26.23%) Hadoop
2 14 (22.95%) SQL Server
2 14 (22.95%) SQL Server Integration Services
3 10 (16.39%) Base SAS
3 10 (16.39%) Big Data
3 10 (16.39%) SAS Data Integration Studio
3 10 (16.39%) SAS Enterprise Guide
4 9 (14.75%) Oracle Discoverer
4 9 (14.75%) Oracle OWB
5 7 (11.48%) SQL Server Reporting Services
6 6 (9.84%) Apache Hive
6 6 (9.84%) HBase
6 6 (9.84%) MongoDB
6 6 (9.84%) Oracle Database
6 6 (9.84%) Oracle Database 11g
6 6 (9.84%) PostgreSQL
7 5 (8.20%) Pentaho
7 5 (8.20%) Power BI
7 5 (8.20%) Relational Database
7 5 (8.20%) SQL Server 2016
Development Applications
1 3 (4.92%) ERwin
1 3 (4.92%) Visual Studio
2 2 (3.28%) Git (software)
2 2 (3.28%) GitLab
3 1 (1.64%) gulp
3 1 (1.64%) Jasmine
3 1 (1.64%) Karma Test Runner
3 1 (1.64%) Protractor
General
1 20 (32.79%) Finance
2 6 (9.84%) Banking
3 2 (3.28%) Publishing
3 2 (3.28%) Retail
4 1 (1.64%) Marketing
Job Titles
1 38 (62.30%) Developer
2 12 (19.67%) Analyst
3 6 (9.84%) Business Intelligence Developer
4 5 (8.20%) Analyst Developer
4 5 (8.20%) Data Analyst
4 5 (8.20%) Data Warehouse Developer
4 5 (8.20%) ETL Developer
4 5 (8.20%) SAS Developer
5 4 (6.56%) Architect
5 4 (6.56%) Report Analyst
5 4 (6.56%) SQL Developer
6 3 (4.92%) Consultant
6 3 (4.92%) Full Stack Developer
6 3 (4.92%) Oracle Developer
6 3 (4.92%) PHP Developer
6 3 (4.92%) Report Developer
6 3 (4.92%) Test Analyst
7 2 (3.28%) Pentaho Developer
7 2 (3.28%) Power BI Developer
7 2 (3.28%) T-SQL Developer
Libraries, Frameworks & Software Standards
1 3 (4.92%) MDX
2 2 (3.28%) PostGIS
2 2 (3.28%) XML
3 1 (1.64%) .NET
3 1 (1.64%) AngularJS
3 1 (1.64%) CGI
3 1 (1.64%) CSS
3 1 (1.64%) CSS3
3 1 (1.64%) D3.js
3 1 (1.64%) HTML
3 1 (1.64%) HTML5
3 1 (1.64%) JSON
3 1 (1.64%) Laravel
3 1 (1.64%) LESS
3 1 (1.64%) Sass
3 1 (1.64%) SVG
3 1 (1.64%) Twitter Bootstrap
Miscellaneous
1 5 (8.20%) Analytical Skills
2 4 (6.56%) Management Information System
3 3 (4.92%) Enterprise Software
3 3 (4.92%) Greenfield Project
4 2 (3.28%) Replication
5 1 (1.64%) Clustering
5 1 (1.64%) Public Cloud
5 1 (1.64%) User Experience
5 1 (1.64%) Virtual Team
Operating Systems
1 6 (9.84%) Unix
2 3 (4.92%) Linux
Processes & Methodologies
1 30 (49.18%) ETL
2 29 (47.54%) Business Intelligence
3 13 (21.31%) Data Modelling
4 11 (18.03%) Migration
5 10 (16.39%) Analytics
6 8 (13.11%) Agile Software Development
6 8 (13.11%) Stakeholder Management
7 7 (11.48%) Change Control
7 7 (11.48%) Data Analysis
7 7 (11.48%) ETL Development
8 6 (9.84%) Data Integration
8 6 (9.84%) Test Planning
9 5 (8.20%) Data Migration
9 5 (8.20%) Open Source
9 5 (8.20%) Problem-Solving
10 4 (6.56%) Data Governance
10 4 (6.56%) Data Management
10 4 (6.56%) Data Visualisation
10 4 (6.56%) Performance Management
10 4 (6.56%) Visualisation
Programming Languages
1 37 (60.66%) SQL
2 7 (11.48%) T-SQL
3 4 (6.56%) PHP
3 4 (6.56%) Shell Script
4 3 (4.92%) Data Analysis Expressions (DAX)
4 3 (4.92%) Go
4 3 (4.92%) Python
4 3 (4.92%) VBA
5 2 (3.28%) C#
6 1 (1.64%) Java
6 1 (1.64%) PL/SQL
6 1 (1.64%) PowerShell
6 1 (1.64%) U-SQL
Qualifications
1 7 (11.48%) Security Cleared
2 3 (4.92%) ISEB
2 3 (4.92%) ISTQB
2 3 (4.92%) ISTQB Foundation Certification
2 3 (4.92%) SC Cleared
3 2 (3.28%) Degree
Quality Assurance & Compliance
1 3 (4.92%) Data Quality
1 3 (4.92%) QA
System Software
1 2 (3.28%) Docker
Systems Management
1 2 (3.28%) Kibana
Vendors
1 17 (27.87%) Oracle
2 6 (9.84%) Informatica
3 5 (8.20%) Tableau
4 4 (6.56%) Google
4 4 (6.56%) Microsoft
5 3 (4.92%) CA
6 2 (3.28%) Ab Initio
6 2 (3.28%) Cognos
6 2 (3.28%) SAP
6 2 (3.28%) Teradata
7 1 (1.64%) Databricks
7 1 (1.64%) HP
7 1 (1.64%) Vertica
7 1 (1.64%) VMware