Period
to 25 April 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 25 April 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
25 Apr 2018
Same period 2017 Same period 2016
Rank 95 78 116
Rank change year-on-year -17 +38 -64
Contract jobs citing Data Warehouse 55 64 43
As % of all contract IT jobs advertised in Manchester 1.83% 2.31% 1.15%
As % of the Database & Business Intelligence category 8.12% 9.68% 5.92%
Number of daily rates quoted 40 35 33
Manchester median daily rate £425 £350 £400
Median daily rate % change year-on-year +21.43% -12.50% +14.29%
10th Percentile £313 £264 £229
90th Percentile £563 £486 £470
North West median daily rate £400 £375 £400
% change year-on-year +6.67% -6.25% -11.11%
Number of hourly rates quoted 0 0 0
Manchester median hourly rate - - -
North West median hourly rate - £28.25 £40.00
% change year-on-year - -29.38% -40.30%

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 677 661 726
As % of all contract IT jobs advertised in Manchester 22.57% 23.91% 19.49%
Number of daily rates quoted 498 421 441
Manchester median daily rate £390 £375 £375
Median daily rate % change year-on-year +4.00% - +7.14%
10th Percentile £289 £263 £261
90th Percentile £575 £524 £525
North West median daily rate £380 £375 £375
% change year-on-year +1.33% - +3.81%
Number of hourly rates quoted 4 4 4
Manchester median hourly rate £34.36 £21.50 £18.00
Median hourly rate % change year-on-year +59.79% +19.44% -28.00%
10th Percentile £12.28 £17.95 £16.50
90th Percentile £56.13 £31.40 £29.48
North West median hourly rate £47.50 £27.50 £40.00
% change year-on-year +72.73% -31.25% +14.29%

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 25 April 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 25 April 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
Salford +4 1 £430 +17.81%
Stockport -8 1 £375 +36.36% 2
Data Warehouse
North West

For the 6 months to 25 April 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 38 (69.09%) Business Intelligence
2 37 (67.27%) SQL
3 25 (45.45%) ETL
4 21 (38.18%) SQL Server Reporting Services
4 21 (38.18%) SQL Server Integration Services
5 20 (36.36%) SQL Server
6 17 (30.91%) Finance
7 14 (25.45%) Microsoft
8 12 (21.82%) SQL Server Analysis Services
8 12 (21.82%) Tableau
9 11 (20.00%) Performance Tuning
9 11 (20.00%) Visualisation
9 11 (20.00%) Analytical Skills
9 11 (20.00%) Informatica
10 10 (18.18%) IBM
10 10 (18.18%) Agile Software Development
10 10 (18.18%) Banking
10 10 (18.18%) Enterprise Data Warehouse
10 10 (18.18%) Hadoop
11 9 (16.36%) Cognos Business Intelligence
11 9 (16.36%) T-SQL
11 9 (16.36%) SAS
11 9 (16.36%) Cognos
12 8 (14.55%) Data Modelling
12 8 (14.55%) Microsoft Azure
12 8 (14.55%) Data Architecture
12 8 (14.55%) Data Visualisation
12 8 (14.55%) Data Quality
12 8 (14.55%) Analytics
12 8 (14.55%) Problem-Solving

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 9 (16.36%) SAS
2 3 (5.45%) Apache Spark
3 2 (3.64%) Apache
4 1 (1.82%) SharePoint Server
Applications
1 5 (9.09%) Microsoft Excel
2 1 (1.82%) Microsoft Office
2 1 (1.82%) MS Visio
Business Applications
1 9 (16.36%) Cognos Business Intelligence
2 3 (5.45%) SAP ERP
3 1 (1.82%) Salesforce.com CRM
Cloud Services
1 8 (14.55%) Microsoft Azure
2 3 (5.45%) Amazon AWS
3 2 (3.64%) IaaS
3 2 (3.64%) PaaS
3 2 (3.64%) SaaS
4 1 (1.82%) Amazon EMR
4 1 (1.82%) Amazon S3
4 1 (1.82%) AWS Lambda
4 1 (1.82%) Azure Data Factory
4 1 (1.82%) Azure Machine Learning
4 1 (1.82%) Cloud Computing
4 1 (1.82%) GitHub
4 1 (1.82%) Google Cloud Platform
4 1 (1.82%) Serverless
Database & Business Intelligence
1 21 (38.18%) SQL Server Integration Services
1 21 (38.18%) SQL Server Reporting Services
2 20 (36.36%) SQL Server
3 12 (21.82%) SQL Server Analysis Services
4 10 (18.18%) Enterprise Data Warehouse
4 10 (18.18%) Hadoop
5 7 (12.73%) Power BI
6 6 (10.91%) Apache Hive
6 6 (10.91%) Big Data
6 6 (10.91%) PostgreSQL
7 5 (9.09%) BusinessObjects
7 5 (9.09%) Data Lake
7 5 (9.09%) HBase
7 5 (9.09%) MongoDB
7 5 (9.09%) Pentaho
7 5 (9.09%) Relational Database
8 4 (7.27%) Base SAS
8 4 (7.27%) DataStage
8 4 (7.27%) SAS Data Integration Studio
8 4 (7.27%) SAS Enterprise Guide
Development Applications
1 5 (9.09%) ERwin
2 4 (7.27%) Visual Studio
3 1 (1.82%) Jenkins
3 1 (1.82%) JIRA
3 1 (1.82%) Team Foundation Server
General
1 17 (30.91%) Finance
2 10 (18.18%) Banking
3 4 (7.27%) Retail
4 3 (5.45%) Advertising
4 3 (5.45%) Legal
5 1 (1.82%) Law
5 1 (1.82%) Marketing
Job Titles
1 24 (43.64%) Developer
2 12 (21.82%) Analyst
3 10 (18.18%) Business Intelligence Developer
4 7 (12.73%) Architect
4 7 (12.73%) Data Warehouse Developer
5 6 (10.91%) Cognos Developer
5 6 (10.91%) SQL Developer
6 5 (9.09%) Consultant
6 5 (9.09%) Data Architect
7 4 (7.27%) Data Warehouse Analyst
7 4 (7.27%) Teradata Developer
8 3 (5.45%) Business Intelligence Architect
8 3 (5.45%) Cognos BI Developer
8 3 (5.45%) Data Analyst
8 3 (5.45%) Teradata Analyst
8 3 (5.45%) Test Analyst
9 2 (3.64%) ETL Developer
9 2 (3.64%) SAS Consultant
9 2 (3.64%) SAS Data Integration Studio Consultant
9 2 (3.64%) Solutions Architect
Libraries, Frameworks & Software Standards
1 4 (7.27%) .NET
2 3 (5.45%) MDX
3 1 (1.82%) .NET Framework
3 1 (1.82%) Web Services
3 1 (1.82%) XML
Miscellaneous
1 11 (20.00%) Analytical Skills
2 5 (9.09%) Enterprise Software
2 5 (9.09%) Management Information System
3 4 (7.27%) Data Structures
4 2 (3.64%) Replication
5 1 (1.82%) NHS
5 1 (1.82%) User Experience
Operating Systems
1 6 (10.91%) Unix
2 2 (3.64%) Windows
2 2 (3.64%) Windows Server
Processes & Methodologies
1 38 (69.09%) Business Intelligence
2 25 (45.45%) ETL
3 11 (20.00%) Performance Tuning
3 11 (20.00%) Visualisation
4 10 (18.18%) Agile Software Development
5 8 (14.55%) Analytics
5 8 (14.55%) Data Architecture
5 8 (14.55%) Data Modelling
5 8 (14.55%) Data Visualisation
5 8 (14.55%) Problem-Solving
6 7 (12.73%) Data Analysis
6 7 (12.73%) Stakeholder Management
7 6 (10.91%) Data Security
7 6 (10.91%) Data Strategy
8 5 (9.09%) Data Integration
8 5 (9.09%) Kimball Methodology
8 5 (9.09%) Metadata Management
8 5 (9.09%) Migration
8 5 (9.09%) Open Source
8 5 (9.09%) Reverse Engineering
Programming Languages
1 37 (67.27%) SQL
2 9 (16.36%) T-SQL
3 5 (9.09%) Shell Script
4 4 (7.27%) Python
5 3 (5.45%) Data Analysis Expressions (DAX)
5 3 (5.45%) VBA
6 2 (3.64%) C#
7 1 (1.82%) ABAP
7 1 (1.82%) Java
7 1 (1.82%) R
7 1 (1.82%) Scala
7 1 (1.82%) VB.NET
Qualifications
1 2 (3.64%) ACCA
1 2 (3.64%) CIMA
1 2 (3.64%) Degree
2 1 (1.82%) Microsoft Certification
Quality Assurance & Compliance
1 8 (14.55%) Data Quality
2 5 (9.09%) QA
3 1 (1.82%) Dodd-Frank
3 1 (1.82%) EMIR
3 1 (1.82%) MiFID
System Software
1 4 (7.27%) Tivoli Workload Scheduler
2 2 (3.64%) Virtual Servers
Systems Management
1 4 (7.27%) Tivoli
2 1 (1.82%) Systems Management Server (SMS)
Vendors
1 14 (25.45%) Microsoft
2 12 (21.82%) Tableau
3 11 (20.00%) Informatica
4 10 (18.18%) IBM
5 9 (16.36%) Cognos
6 7 (12.73%) Oracle
6 7 (12.73%) Teradata
7 6 (10.91%) Capita
8 5 (9.09%) CA
9 4 (7.27%) SAP
10 3 (5.45%) MicroStrategy
10 3 (5.45%) Talend
11 1 (1.82%) Google
11 1 (1.82%) Salesforce.com