Period
to 22 July 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 22 July 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
22 Jul 2018
Same period 2017 Same period 2016
Rank 97 62 102
Rank change year-on-year -35 +40 -61
Contract jobs citing Data Warehouse 63 81 48
As % of all contract IT jobs advertised in Manchester 1.96% 2.87% 1.31%
As % of the Database & Business Intelligence category 9.04% 12.60% 6.76%
Number of daily rates quoted 41 39 31
Manchester median daily rate £405 £375 £350
Median daily rate % change year-on-year +8.00% +7.14% -6.67%
10th Percentile £313 £267 £203
90th Percentile £563 £475 £438
North West median daily rate £400 £400 £400
Number of hourly rates quoted 0 0 0
Manchester median hourly rate - - -
North West median hourly rate - £28.25 £20.50
% change year-on-year - +37.80% -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 697 643 710
As % of all contract IT jobs advertised in Manchester 21.70% 22.80% 19.31%
Number of daily rates quoted 506 381 429
Manchester median daily rate £390 £375 £375
Median daily rate % change year-on-year +4.00% - +2.74%
10th Percentile £300 £267 £237
90th Percentile £588 £530 £502
North West median daily rate £390 £375 £375
% change year-on-year +4.00% - -
Number of hourly rates quoted 5 3 5
Manchester median hourly rate £35.00 £22.00 £27.50
Median hourly rate % change year-on-year +59.09% -20.00% +44.74%
10th Percentile £21.35 £19.40 £14.70
90th Percentile £55.25 £23.00 £33.70
North West median hourly rate £35.00 £41.63 £39.25
% change year-on-year -15.92% +6.05% -7.65%

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 July 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 22 July 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 +5 4 £425 - 3
Data Warehouse
North West

For the 6 months to 22 July 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 (58.73%) SQL
1 37 (58.73%) Business Intelligence
2 29 (46.03%) ETL
3 25 (39.68%) Finance
4 21 (33.33%) Oracle
5 20 (31.75%) SQL Server
6 19 (30.16%) Hadoop
7 18 (28.57%) SAS
8 16 (25.40%) Informatica
8 16 (25.40%) SQL Server Integration Services
9 14 (22.22%) SQL Server Reporting Services
10 13 (20.63%) Data Modelling
10 13 (20.63%) Analytics
10 13 (20.63%) Analytical Skills
11 12 (19.05%) Enterprise Data Warehouse
11 12 (19.05%) Microsoft
11 12 (19.05%) Stakeholder Management
12 11 (17.46%) Agile Software Development
12 11 (17.46%) Base SAS
12 11 (17.46%) SAS Enterprise Guide
12 11 (17.46%) SAS Data Integration Studio
13 10 (15.87%) Visualisation
13 10 (15.87%) Microsoft Azure
13 10 (15.87%) Tableau
13 10 (15.87%) Data Quality
13 10 (15.87%) SQL Server Analysis Services
13 10 (15.87%) PostgreSQL
13 10 (15.87%) T-SQL
14 9 (14.29%) Data Integration
14 9 (14.29%) Open Source

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 18 (28.57%) SAS
2 3 (4.76%) Apache Spark
3 2 (3.17%) Apache
3 2 (3.17%) Elasticsearch
4 1 (1.59%) SharePoint Server
Applications
1 2 (3.17%) Microsoft Excel
2 1 (1.59%) Microsoft Office
2 1 (1.59%) MS Visio
Cloud Services
1 10 (15.87%) Microsoft Azure
2 2 (3.17%) Amazon AWS
2 2 (3.17%) IaaS
2 2 (3.17%) PaaS
2 2 (3.17%) SaaS
3 1 (1.59%) Azure Data Factory
3 1 (1.59%) Azure Machine Learning
3 1 (1.59%) Cloud Computing
3 1 (1.59%) GitHub
Communications & Networking
1 5 (7.94%) SMS
Database & Business Intelligence
1 20 (31.75%) SQL Server
2 19 (30.16%) Hadoop
3 16 (25.40%) SQL Server Integration Services
4 14 (22.22%) SQL Server Reporting Services
5 12 (19.05%) Enterprise Data Warehouse
6 11 (17.46%) Base SAS
6 11 (17.46%) SAS Data Integration Studio
6 11 (17.46%) SAS Enterprise Guide
7 10 (15.87%) PostgreSQL
7 10 (15.87%) SQL Server Analysis Services
8 9 (14.29%) Big Data
9 8 (12.70%) Apache Hive
9 8 (12.70%) HBase
9 8 (12.70%) MongoDB
9 8 (12.70%) Oracle Discoverer
9 8 (12.70%) Oracle OWB
10 7 (11.11%) BusinessObjects
10 7 (11.11%) Pentaho
11 6 (9.52%) Oracle Database
11 6 (9.52%) Power BI
Development Applications
1 7 (11.11%) ERwin
2 2 (3.17%) Git (software)
2 2 (3.17%) GitLab
2 2 (3.17%) Visual Studio
3 1 (1.59%) Jenkins
General
1 25 (39.68%) Finance
2 7 (11.11%) Banking
3 2 (3.17%) Legal
3 2 (3.17%) Marketing
3 2 (3.17%) Retail
Job Titles
1 30 (47.62%) Developer
2 12 (19.05%) Analyst
3 9 (14.29%) Architect
4 7 (11.11%) Business Intelligence Developer
4 7 (11.11%) Consultant
5 6 (9.52%) Data Architect
6 5 (7.94%) Analyst Developer
7 4 (6.35%) Data Analyst
7 4 (6.35%) Data Warehouse Developer
7 4 (6.35%) SQL Developer
7 4 (6.35%) Teradata Developer
8 3 (4.76%) Business Intelligence Architect
8 3 (4.76%) DBA
8 3 (4.76%) ETL Developer
8 3 (4.76%) Report Analyst
8 3 (4.76%) Report Developer
8 3 (4.76%) SAS Consultant
8 3 (4.76%) SAS Developer
8 3 (4.76%) SQL BI Developer
9 2 (3.17%) Solutions Architect
Libraries, Frameworks & Software Standards
1 4 (6.35%) .NET
2 2 (3.17%) MDX
2 2 (3.17%) PostGIS
2 2 (3.17%) XML
3 1 (1.59%) .NET Framework
3 1 (1.59%) CGI
Miscellaneous
1 13 (20.63%) Analytical Skills
2 8 (12.70%) Management Information System
3 7 (11.11%) Enterprise Software
4 4 (6.35%) Replication
5 1 (1.59%) Clustering
5 1 (1.59%) Data Structures
5 1 (1.59%) Greenfield Project
5 1 (1.59%) NHS
5 1 (1.59%) User Experience
Operating Systems
1 8 (12.70%) Unix
2 2 (3.17%) Windows
2 2 (3.17%) Windows Server
Processes & Methodologies
1 37 (58.73%) Business Intelligence
2 29 (46.03%) ETL
3 13 (20.63%) Analytics
3 13 (20.63%) Data Modelling
4 12 (19.05%) Stakeholder Management
5 11 (17.46%) Agile Software Development
6 10 (15.87%) Visualisation
7 9 (14.29%) Data Architecture
7 9 (14.29%) Data Integration
7 9 (14.29%) Open Source
8 8 (12.70%) Data Security
8 8 (12.70%) Data Strategy
8 8 (12.70%) Problem-Solving
9 7 (11.11%) Data Governance
9 7 (11.11%) Data Management
9 7 (11.11%) Data Visualisation
9 7 (11.11%) Migration
9 7 (11.11%) Performance Management
9 7 (11.11%) Performance Tuning
9 7 (11.11%) Reverse Engineering
Programming Languages
1 37 (58.73%) SQL
2 10 (15.87%) T-SQL
3 8 (12.70%) Shell Script
4 5 (7.94%) Python
5 2 (3.17%) Data Analysis Expressions (DAX)
5 2 (3.17%) VBA
6 1 (1.59%) ABAP
6 1 (1.59%) C#
6 1 (1.59%) Java
6 1 (1.59%) PL/SQL
6 1 (1.59%) R
6 1 (1.59%) Scala
6 1 (1.59%) VB.NET
Qualifications
1 4 (6.35%) Security Cleared
2 1 (1.59%) Degree
2 1 (1.59%) Microsoft Certification
Quality Assurance & Compliance
1 10 (15.87%) Data Quality
2 6 (9.52%) QA
System Software
1 4 (6.35%) Tivoli Workload Scheduler
2 2 (3.17%) Docker
2 2 (3.17%) Virtual Servers
Systems Management
1 4 (6.35%) Tivoli
2 2 (3.17%) Kibana
3 1 (1.59%) Systems Management Server (SMS)
Vendors
1 21 (33.33%) Oracle
2 16 (25.40%) Informatica
3 12 (19.05%) Microsoft
4 10 (15.87%) Tableau
5 7 (11.11%) CA
6 6 (9.52%) Teradata
7 4 (6.35%) IBM
8 2 (3.17%) Ab Initio
8 2 (3.17%) Talend
9 1 (1.59%) Capita
9 1 (1.59%) SAP