Period
to 23 January 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 23 January 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
23 Jan 2018
Same period 2017 Same period 2016
Rank 86 84 55
Rank change year-on-year -2 -29 +18
Contract jobs citing Data Warehouse 61 62 114
As % of all contract IT jobs advertised in Manchester 2.16% 1.98% 2.99%
As % of the Database & Business Intelligence category 8.97% 8.49% 13.59%
Number of daily rates quoted 50 46 76
Manchester median daily rate £406 £375 £400
Median daily rate % change year-on-year +8.33% -6.25% +23.08%
10th Percentile £312 £319 £213
90th Percentile £508 £550 £475
North West median daily rate £425 £400 £400
% change year-on-year +6.25% - +6.67%
Number of hourly rates quoted 0 0 0
Manchester median hourly rate - - -
North West median hourly rate £39.25 - £62.50

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 680 730 839
As % of all contract IT jobs advertised in Manchester 24.08% 23.31% 21.98%
Number of daily rates quoted 507 511 525
Manchester median daily rate £400 £375 £375
Median daily rate % change year-on-year +6.67% - +15.38%
10th Percentile £290 £270 £250
90th Percentile £575 £538 £517
North West median daily rate £400 £375 £400
% change year-on-year +6.67% -6.25% +23.08%
Number of hourly rates quoted 3 7 8
Manchester median hourly rate £15.69 £28.50 £25.75
Median hourly rate % change year-on-year -44.95% +10.68% +5.10%
10th Percentile £11.09 £14.38 £11.50
90th Percentile £19.11 £36.00 £39.88
North West median hourly rate £42.25 £29.01 £37.75
% change year-on-year +45.63% -23.15% +16.15%

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 23 January 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 23 January 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
Bolton +2 3 £488 +39.29%
Salford +5 1 £430 +17.81% 1
Data Warehouse
North West

For the 6 months to 23 January 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 41 (67.21%) SQL
1 41 (67.21%) Business Intelligence
2 26 (42.62%) SQL Server Integration Services
3 25 (40.98%) ETL
4 24 (39.34%) SQL Server Reporting Services
5 23 (37.70%) SQL Server
6 15 (24.59%) Agile Software Development
6 15 (24.59%) Cognos Business Intelligence
6 15 (24.59%) Cognos
7 14 (22.95%) SQL Server Analysis Services
8 13 (21.31%) IBM
8 13 (21.31%) Finance
9 12 (19.67%) Microsoft
10 11 (18.03%) Tableau
10 11 (18.03%) Power BI
11 10 (16.39%) Banking
12 9 (14.75%) Performance Tuning
13 8 (13.11%) Analytics
13 8 (13.11%) Analytical Skills
13 8 (13.11%) Data Analysis
13 8 (13.11%) Capita
14 7 (11.48%) T-SQL
14 7 (11.48%) Time Management
14 7 (11.48%) Kanban
15 6 (9.84%) SQL Server 2008
15 6 (9.84%) Data Protection
15 6 (9.84%) Hadoop
15 6 (9.84%) Visualisation
15 6 (9.84%) SAP
15 6 (9.84%) DataStage

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 4 (6.56%) Apache Spark
2 1 (1.64%) Elasticsearch
Applications
1 5 (8.20%) Microsoft Excel
2 1 (1.64%) Microsoft Project
Business Applications
1 15 (24.59%) Cognos Business Intelligence
2 3 (4.92%) SAP ERP
3 1 (1.64%) Salesforce.com CRM
Cloud Services
1 4 (6.56%) Microsoft Azure
2 1 (1.64%) Amazon AWS
2 1 (1.64%) Amazon EMR
2 1 (1.64%) Amazon S3
2 1 (1.64%) AWS Lambda
2 1 (1.64%) Google Cloud Platform
2 1 (1.64%) Serverless
Database & Business Intelligence
1 26 (42.62%) SQL Server Integration Services
2 24 (39.34%) SQL Server Reporting Services
3 23 (37.70%) SQL Server
4 14 (22.95%) SQL Server Analysis Services
5 11 (18.03%) Power BI
6 6 (9.84%) Apache Hive
6 6 (9.84%) DataStage
6 6 (9.84%) Hadoop
6 6 (9.84%) SQL Server 2008
6 6 (9.84%) SQL Server 2014
7 5 (8.20%) Big Data
7 5 (8.20%) QlikView
7 5 (8.20%) SAP BW
8 3 (4.92%) Impala
8 3 (4.92%) Relational Database
8 3 (4.92%) SQL Server 2016
9 2 (3.28%) Azure SQL Database
9 2 (3.28%) Enterprise Data Warehouse
9 2 (3.28%) MongoDB
9 2 (3.28%) Oracle Exadata
Development Applications
1 3 (4.92%) JIRA
2 2 (3.28%) Visual Studio
3 1 (1.64%) Team Foundation Server
General
1 13 (21.31%) Finance
2 10 (16.39%) Banking
3 5 (8.20%) Retail
4 3 (4.92%) Advertising
5 1 (1.64%) Law
5 1 (1.64%) Legal
Job Titles
1 31 (50.82%) Developer
2 18 (29.51%) Analyst
3 16 (26.23%) Business Intelligence Developer
4 10 (16.39%) Data Warehouse Developer
5 8 (13.11%) Cognos Developer
5 8 (13.11%) Test Analyst
6 6 (9.84%) Architect
7 5 (8.20%) Cognos BI Developer
7 5 (8.20%) Data Architect
7 5 (8.20%) SQL Developer
7 5 (8.20%) Systems Analyst
8 4 (6.56%) Data Engineer
8 4 (6.56%) Data Warehouse Analyst
9 3 (4.92%) Big Data Engineer
9 3 (4.92%) DataStage Developer
9 3 (4.92%) Hadoop Engineer
9 3 (4.92%) Teradata Analyst
9 3 (4.92%) Tester
10 2 (3.28%) SQL BI Developer
10 2 (3.28%) SSRS Developer
Libraries, Frameworks & Software Standards
1 4 (6.56%) .NET
2 3 (4.92%) MDX
3 1 (1.64%) Dapper ORM
3 1 (1.64%) LINQ
3 1 (1.64%) Node.js
3 1 (1.64%) Velocity
3 1 (1.64%) Web Services
3 1 (1.64%) XML
Miscellaneous
1 8 (13.11%) Analytical Skills
2 3 (4.92%) Data Structures
3 1 (1.64%) EPoS
3 1 (1.64%) Greenfield Project
3 1 (1.64%) NHS
3 1 (1.64%) Virtual Team
Operating Systems
1 3 (4.92%) Unix
Processes & Methodologies
1 41 (67.21%) Business Intelligence
2 25 (40.98%) ETL
3 15 (24.59%) Agile Software Development
4 9 (14.75%) Performance Tuning
5 8 (13.11%) Analytics
5 8 (13.11%) Data Analysis
6 7 (11.48%) Kanban
6 7 (11.48%) Time Management
7 6 (9.84%) Data Protection
7 6 (9.84%) Migration
7 6 (9.84%) Visualisation
8 5 (8.20%) Data Architecture
8 5 (8.20%) Data Migration
8 5 (8.20%) Kimball Methodology
9 4 (6.56%) Data Visualisation
9 4 (6.56%) ERP
9 4 (6.56%) Stakeholder Management
10 3 (4.92%) CRM
10 3 (4.92%) Kalman Filter
11 2 (3.28%) Master Data Management
Programming Languages
1 41 (67.21%) SQL
2 7 (11.48%) T-SQL
3 5 (8.20%) Python
4 4 (6.56%) C#
5 3 (4.92%) Data Analysis Expressions (DAX)
5 3 (4.92%) VBA
6 1 (1.64%) PL/SQL
6 1 (1.64%) R
Qualifications
1 2 (3.28%) ACCA
1 2 (3.28%) CIMA
2 1 (1.64%) Degree
2 1 (1.64%) Security Cleared
Quality Assurance & Compliance
1 3 (4.92%) Data Quality
2 1 (1.64%) Dodd-Frank
2 1 (1.64%) EMIR
2 1 (1.64%) MiFID
2 1 (1.64%) QA
System Software
1 1 (1.64%) Tivoli Workload Scheduler
Systems Management
1 3 (4.92%) Oozie
2 1 (1.64%) Tivoli
Vendors
1 15 (24.59%) Cognos
2 13 (21.31%) IBM
3 12 (19.67%) Microsoft
4 11 (18.03%) Tableau
5 8 (13.11%) Capita
6 6 (9.84%) SAP
7 5 (8.20%) Teradata
8 4 (6.56%) Informatica
9 3 (4.92%) MicroStrategy
9 3 (4.92%) Oracle
10 1 (1.64%) Google
10 1 (1.64%) Salesforce.com
10 1 (1.64%) Talend