Period
to 17 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Merseyside with a requirement for Data Warehouse skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Warehouse over the 6 months to 17 November 2017 with a comparison to the same period in the previous 2 years.

Data Warehousing
North West > Merseyside
6 months to
17 Nov 2017
Same period 2016 Same period 2015
Rank 52 53 71
Rank change year-on-year +1 +18 -19
Permanent jobs citing Data Warehouse 35 51 16
As % of all permanent IT jobs advertised in Merseyside 3.54% 3.93% 1.70%
As % of the Database & Business Intelligence category 10.00% 10.52% 4.79%
Number of salaries quoted 31 37 20
Merseyside median annual salary £42,500 £42,500 £37,250
Median salary % change year-on-year - +14.09% -0.67%
10th Percentile £28,000 £27,500 £27,500
90th Percentile £63,750 £53,750 £50,000
North West median annual salary £42,500 £42,500 £40,000
% change year-on-year - +6.25% -5.88%

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 permanent job vacancies advertised in Merseyside with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Merseyside
Permanent vacancies with a requirement for database or business intelligence skills 350 485 334
As % of all permanent IT jobs advertised in Merseyside 35.39% 37.34% 35.53%
Number of salaries quoted 275 340 251
Merseyside median annual salary £40,000 £40,000 £38,500
Median salary % change year-on-year - +3.90% +1.32%
10th Percentile £27,500 £26,250 £23,000
90th Percentile £61,250 £55,000 £53,750
North West median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +5.26%

Data Warehouse
Job Vacancy Trend in Merseyside

Job postings citing Data Warehouse as a percentage of all IT jobs advertised in Merseyside.

Job vacancy trend for Data Warehouse in Merseyside

Data Warehouse
Salary Trend in Merseyside

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Warehouse in Merseyside.

Salary trend for Data Warehouse in Merseyside

Data Warehouse
Salary Histogram in Merseyside

The salary distribution of IT jobs citing Data Warehouse in Merseyside over the 6 months to 17 November 2017.

Salary histogram for Data Warehouse in Merseyside

Data Warehouse
Job Locations in Merseyside

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Warehouse within the Merseyside region over the 6 months to 17 November 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Liverpool +7 28 £42,500 +3.03% 2
Wirral +6 4 £50,000 -30.56%
Birkenhead - 1 £20,000 -
St Helens - 1 £47,500 -
Data Warehouse
North West

For the 6 months to 17 November 2017, IT 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 job ads across the Merseyside region with a requirement for Data Warehouse.

1 28 (80.00%) Business Intelligence
2 26 (74.29%) SQL
3 23 (65.71%) SQL Server Integration Services
4 18 (51.43%) SQL Server
5 17 (48.57%) SQL Server Reporting Services
6 14 (40.00%) Microsoft
7 13 (37.14%) SQL Server Analysis Services
8 10 (28.57%) T-SQL
8 10 (28.57%) ETL
9 9 (25.71%) Cognos
9 9 (25.71%) Finance
10 8 (22.86%) Performance Tuning
11 7 (20.00%) Analytical Skills
11 7 (20.00%) Kimball Methodology
11 7 (20.00%) QlikView
12 6 (17.14%) SQL Server 2012
13 5 (14.29%) SQL Server 2014
13 5 (14.29%) Mobile App
13 5 (14.29%) Replication
13 5 (14.29%) Microsoft Office
13 5 (14.29%) Agile Software Development
13 5 (14.29%) Cognos TM1
14 4 (11.43%) Microsoft Analysis Services
14 4 (11.43%) Microsoft Excel
14 4 (11.43%) Data Quality
14 4 (11.43%) iPad
14 4 (11.43%) Power BI
15 3 (8.57%) Apache Spark
15 3 (8.57%) Database Theory
15 3 (8.57%) Performance Optimisation

Data Warehouse
Co-occurring IT Skills in Merseyside 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 3 (8.57%) Apache Spark
2 1 (2.86%) SharePoint
Applications
1 5 (14.29%) Microsoft Office
2 4 (11.43%) Microsoft Excel
Business Applications
1 5 (14.29%) Cognos TM1
2 2 (5.71%) Cognos Planning
Cloud Services
1 1 (2.86%) Amazon AWS
Communications & Networking
1 3 (8.57%) SMS
Database & Business Intelligence
1 23 (65.71%) SQL Server Integration Services
2 18 (51.43%) SQL Server
3 17 (48.57%) SQL Server Reporting Services
4 13 (37.14%) SQL Server Analysis Services
5 7 (20.00%) QlikView
6 6 (17.14%) SQL Server 2012
7 5 (14.29%) SQL Server 2014
8 4 (11.43%) Microsoft Analysis Services
8 4 (11.43%) Power BI
9 3 (8.57%) Big Data
9 3 (8.57%) Hadoop
9 3 (8.57%) SQL Server 2008
9 3 (8.57%) SQL Server 2016
10 2 (5.71%) OLAP
10 2 (5.71%) RDBMS
10 2 (5.71%) Relational Database
11 1 (2.86%) BusinessObjects
11 1 (2.86%) SQL Server 2005
General
1 9 (25.71%) Finance
2 2 (5.71%) Marketing
3 1 (2.86%) Advertising
3 1 (2.86%) Games
3 1 (2.86%) Legal
3 1 (2.86%) Retail
Job Titles
1 22 (62.86%) Developer
2 14 (40.00%) Business Intelligence Developer
3 11 (31.43%) SQL Developer
4 6 (17.14%) Business Developer
4 6 (17.14%) DBA
4 6 (17.14%) SQL BI Developer
5 5 (14.29%) SQL DBA
5 5 (14.29%) SQL Server Developer
6 4 (11.43%) Graduate
6 4 (11.43%) SSRS Developer
7 3 (8.57%) Administrator
7 3 (8.57%) Development Manager
7 3 (8.57%) Graduate Business Intelligence Developer
7 3 (8.57%) Graduate Developer
7 3 (8.57%) Graduate SQL Developer
7 3 (8.57%) SSAS Developer
7 3 (8.57%) SSIS Developer
8 2 (5.71%) Business Intelligence Analyst
8 2 (5.71%) Cognos Developer
8 2 (5.71%) Software Manager
Libraries, Frameworks & Software Standards
1 2 (5.71%) iOS SDK
2 1 (2.86%) .NET
2 1 (2.86%) MDX
2 1 (2.86%) Web Services
Miscellaneous
1 7 (20.00%) Analytical Skills
2 5 (14.29%) Mobile App
2 5 (14.29%) Replication
3 4 (11.43%) iPad
4 3 (8.57%) Computer Science
4 3 (8.57%) NHS
5 2 (5.71%) Data Centre
6 1 (2.86%) Data Protection Act
6 1 (2.86%) Greenfield Project
Operating Systems
1 2 (5.71%) Android
1 2 (5.71%) Apple iOS
Processes & Methodologies
1 28 (80.00%) Business Intelligence
2 10 (28.57%) ETL
3 8 (22.86%) Performance Tuning
4 7 (20.00%) Kimball Methodology
5 5 (14.29%) Agile Software Development
6 3 (8.57%) Analytics
6 3 (8.57%) Change Control
6 3 (8.57%) Data Migration
6 3 (8.57%) Database Theory
6 3 (8.57%) Dimensional Modelling
6 3 (8.57%) Functional Programming
6 3 (8.57%) Mathematics
6 3 (8.57%) Mentoring
6 3 (8.57%) Migration
6 3 (8.57%) Performance Optimisation
6 3 (8.57%) Reverse Engineering
6 3 (8.57%) System Testing
7 2 (5.71%) Planning and Forecasting
8 1 (2.86%) Customer Requirements
8 1 (2.86%) Dashboard Development
Programming Languages
1 26 (74.29%) SQL
2 10 (28.57%) T-SQL
3 3 (8.57%) Erlang
3 3 (8.57%) Haskell
3 3 (8.57%) Scala
4 2 (5.71%) Go
5 1 (2.86%) C#
5 1 (2.86%) Data Analysis Expressions (DAX)
5 1 (2.86%) Elixir
Qualifications
1 3 (8.57%) Computer Science Degree
1 3 (8.57%) Degree
Quality Assurance & Compliance
1 4 (11.43%) Data Quality
2 1 (2.86%) GDPR
System Software
1 2 (5.71%) Docker
Systems Management
1 2 (5.71%) Kubernetes
1 2 (5.71%) Mesos
Vendors
1 14 (40.00%) Microsoft
2 9 (25.71%) Cognos
3 2 (5.71%) Oracle
4 1 (2.86%) Tableau