Period
to 22 October 2017

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 22 October 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.

Data Warehousing
North West > Manchester
6 months to
22 Oct 2017
Same period 2016 Same period 2015
Rank 59 92 35
Rank change year-on-year +33 -57 +35
Contract jobs citing Data Warehouse 86 68 152
As % of all contract IT jobs advertised in Manchester 3.03% 1.87% 4.27%
As % of the Database & Business Intelligence category 12.95% 8.22% 19.12%
Number of daily rates quoted 55 46 109
Manchester median daily rate £375 £375 £400
Median daily rate % change year-on-year - -6.25% +18.52%
10th Percentile £306 £203 £225
90th Percentile £506 £519 £500
North West median daily rate £425 £388 £414
% change year-on-year +9.68% -6.34% +3.44%
Number of hourly rates quoted 0 0 0
Manchester median hourly rate - - -
North West median hourly rate £27.00 £20.50 £33.00
% change year-on-year +31.71% -37.88% -50.75%

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 664 827 795
As % of all contract IT jobs advertised in Manchester 23.38% 22.78% 22.33%
Number of daily rates quoted 454 547 538
Manchester median daily rate £400 £375 £375
Median daily rate % change year-on-year +6.67% - +15.38%
10th Percentile £300 £241 £261
90th Percentile £575 £530 £513
North West median daily rate £400 £375 £400
% change year-on-year +6.67% -6.25% +19.40%
Number of hourly rates quoted 2 9 10
Manchester median hourly rate £18.85 £28.50 £19.25
Median hourly rate % change year-on-year -33.88% +48.05% -1.91%
10th Percentile £15.91 £14.20 £11.45
90th Percentile £22.30 £36.30 £39.13
North West median hourly rate £41.38 £32.26 £37.25
% change year-on-year +28.24% -13.39% +55.21%

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 22 October 2017.

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 22 October 2017. 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
Bolton +1 5 £463 +32.14%
Salford 0 4 £388 +76.14%
Data Warehouse
North West

For the 6 months to 22 October 2017, IT contractor jobs citing Data Warehouse 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 Data Warehouse.

1 51 (59.30%) Business Intelligence
2 46 (53.49%) SQL
3 36 (41.86%) SQL Server
4 34 (39.53%) ETL
5 33 (38.37%) SQL Server Integration Services
6 29 (33.72%) SQL Server Reporting Services
7 20 (23.26%) Agile Software Development
7 20 (23.26%) Finance
7 20 (23.26%) Microsoft
8 19 (22.09%) SQL Server Analysis Services
9 18 (20.93%) Analytics
10 16 (18.60%) T-SQL
11 13 (15.12%) Analytical Skills
11 13 (15.12%) Power BI
12 12 (13.95%) Data Modelling
12 12 (13.95%) Data Management
13 11 (12.79%) Oracle
14 10 (11.63%) Migration
15 9 (10.47%) Stakeholder Management
15 9 (10.47%) Retail
15 9 (10.47%) Data Analysis
15 9 (10.47%) IBM
15 9 (10.47%) DataStage
15 9 (10.47%) Data Quality
15 9 (10.47%) Data Protection
16 8 (9.30%) Time Management
16 8 (9.30%) Data Integration
16 8 (9.30%) QlikView
16 8 (9.30%) Tableau
16 8 (9.30%) Cognos

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 6 (6.98%) SharePoint
2 3 (3.49%) Apache Spark
3 2 (2.33%) IIS
4 1 (1.16%) Elasticsearch
4 1 (1.16%) Moodle
4 1 (1.16%) Sakai
4 1 (1.16%) SAS
4 1 (1.16%) Tomcat
Applications
1 4 (4.65%) Microsoft Excel
2 2 (2.33%) MS Visio
3 1 (1.16%) Microsoft Project
Business Applications
1 7 (8.14%) Cognos Business Intelligence
2 3 (3.49%) HFM
2 3 (3.49%) Oracle EBS
3 2 (2.33%) SAP ERP
Cloud Services
1 4 (4.65%) Microsoft Azure
2 1 (1.16%) GitHub
2 1 (1.16%) Google Analytics
Communications & Networking
1 2 (2.33%) SAN
Database & Business Intelligence
1 36 (41.86%) SQL Server
2 33 (38.37%) SQL Server Integration Services
3 29 (33.72%) SQL Server Reporting Services
4 19 (22.09%) SQL Server Analysis Services
5 13 (15.12%) Power BI
6 9 (10.47%) DataStage
7 8 (9.30%) QlikView
8 5 (5.81%) Apache Hive
8 5 (5.81%) Hadoop
8 5 (5.81%) MySQL
8 5 (5.81%) Oracle BI EE
8 5 (5.81%) Oracle Database
8 5 (5.81%) Oracle Exadata
8 5 (5.81%) SQL Server 2008
8 5 (5.81%) SQL Server 2014
8 5 (5.81%) Star Schema
9 4 (4.65%) Big Data
9 4 (4.65%) Oracle BI Publisher
9 4 (4.65%) Oracle ODI
9 4 (4.65%) SQL Server 2012
Development Applications
1 6 (6.98%) JIRA
2 4 (4.65%) ERwin
3 2 (2.33%) Oracle APEX
General
1 20 (23.26%) Finance
2 9 (10.47%) Retail
3 6 (6.98%) Banking
4 3 (3.49%) Local Government
4 3 (3.49%) Marketing
5 1 (1.16%) Games
Job Titles
1 40 (46.51%) Developer
2 19 (22.09%) Analyst
2 19 (22.09%) Business Intelligence Developer
3 9 (10.47%) Data Warehouse Developer
3 9 (10.47%) SQL Developer
4 8 (9.30%) SSIS Developer
5 7 (8.14%) Architect
5 7 (8.14%) Consultant
6 6 (6.98%) Data Architect
6 6 (6.98%) ETL Developer
6 6 (6.98%) SQL BI Developer
6 6 (6.98%) SSRS Developer
7 5 (5.81%) DataStage Developer
7 5 (5.81%) Project Manager
7 5 (5.81%) Systems Analyst
7 5 (5.81%) Test Analyst
8 4 (4.65%) DBA
8 4 (4.65%) SQL DBA
9 3 (3.49%) Data Warehouse Manager
9 3 (3.49%) Data Warehouse Project Manager
Libraries, Frameworks & Software Standards
1 4 (4.65%) .NET
2 3 (3.49%) Oracle GoldenGate
3 2 (2.33%) MDX
3 2 (2.33%) Web Services
3 2 (2.33%) XML
4 1 (1.16%) Hibernate
4 1 (1.16%) HTML
4 1 (1.16%) HTML5
4 1 (1.16%) Java EE
4 1 (1.16%) jQuery
4 1 (1.16%) JSON
4 1 (1.16%) LINQ
4 1 (1.16%) RESTful
4 1 (1.16%) Spring
4 1 (1.16%) Spring MVC
4 1 (1.16%) Spring Security
4 1 (1.16%) Struts2
4 1 (1.16%) Velocity
4 1 (1.16%) WSDL
4 1 (1.16%) XSLT
Miscellaneous
1 13 (15.12%) Analytical Skills
2 4 (4.65%) Replication
3 3 (3.49%) Oracle Exalytics
4 2 (2.33%) Clustering
4 2 (2.33%) Management Information System
5 1 (1.16%) EPoS
5 1 (1.16%) FMCG
5 1 (1.16%) Greenfield Project
5 1 (1.16%) Learning Management System
5 1 (1.16%) NHS
5 1 (1.16%) Reference Data
5 1 (1.16%) User Experience
5 1 (1.16%) Virtual Team
Operating Systems
1 3 (3.49%) Unix
2 1 (1.16%) Linux
2 1 (1.16%) Windows
2 1 (1.16%) Windows Server
Processes & Methodologies
1 51 (59.30%) Business Intelligence
2 34 (39.53%) ETL
3 20 (23.26%) Agile Software Development
4 18 (20.93%) Analytics
5 12 (13.95%) Data Management
5 12 (13.95%) Data Modelling
6 10 (11.63%) Migration
7 9 (10.47%) Data Analysis
7 9 (10.47%) Data Protection
7 9 (10.47%) Stakeholder Management
8 8 (9.30%) Data Integration
8 8 (9.30%) Time Management
9 7 (8.14%) Master Data Management
9 7 (8.14%) Performance Tuning
10 6 (6.98%) Business Analysis
10 6 (6.98%) Data Migration
11 5 (5.81%) Data Architecture
11 5 (5.81%) Kanban
11 5 (5.81%) Project Management
11 5 (5.81%) Visualisation
Programming Languages
1 46 (53.49%) SQL
2 16 (18.60%) T-SQL
3 4 (4.65%) Python
4 3 (3.49%) C#
4 3 (3.49%) PL/SQL
5 2 (2.33%) Java
6 1 (1.16%) C
6 1 (1.16%) JavaScript
6 1 (1.16%) R
6 1 (1.16%) VB
Qualifications
1 2 (2.33%) Security Cleared
2 1 (1.16%) Degree
2 1 (1.16%) PRINCE2 Practitioner
2 1 (1.16%) SC Cleared
Quality Assurance & Compliance
1 9 (10.47%) Data Quality
2 1 (1.16%) GDPR
System Software
1 3 (3.49%) Virtual Machines
2 1 (1.16%) Tivoli Workload Scheduler
Systems Management
1 3 (3.49%) Oozie
2 2 (2.33%) Failover Clustering
3 1 (1.16%) Tivoli
Vendors
1 20 (23.26%) Microsoft
2 11 (12.79%) Oracle
3 9 (10.47%) IBM
4 8 (9.30%) Cognos
4 8 (9.30%) Tableau
5 7 (8.14%) Informatica
6 6 (6.98%) SAP
7 4 (4.65%) Hyperion
7 4 (4.65%) JD Edwards
8 2 (2.33%) Capita
8 2 (2.33%) Teradata
9 1 (1.16%) Blackboard
9 1 (1.16%) Cisco
9 1 (1.16%) Google