Period
to 20 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Liverpool 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 20 November 2017 with a comparison to the same period in the previous 2 years.

Data Warehousing
Merseyside > Liverpool
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 46 51 56
Rank change year-on-year +5 +5 -10
Permanent jobs citing Data Warehouse 27 44 15
As % of all permanent IT jobs advertised in Liverpool 3.52% 4.15% 2.22%
As % of the Database & Business Intelligence category 11.16% 11.22% 6.15%
Number of salaries quoted 26 31 19
Liverpool median annual salary £42,500 £37,500 £37,000
Median salary % change year-on-year +13.33% +1.35% -1.33%
10th Percentile £28,375 £27,500 £27,500
90th Percentile £73,750 £50,000 £50,000
Merseyside median annual salary £42,500 £40,000 £37,250
% change year-on-year +6.25% +7.38% -0.67%

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 Liverpool with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Liverpool
Permanent vacancies with a requirement for database or business intelligence skills 242 392 244
As % of all permanent IT jobs advertised in Liverpool 31.59% 37.02% 36.09%
Number of salaries quoted 189 255 209
Liverpool median annual salary £42,500 £40,000 £38,000
Median salary % change year-on-year +6.25% +5.26% +1.33%
10th Percentile £28,500 £26,250 £23,000
90th Percentile £62,500 £55,750 £52,500
Merseyside median annual salary £40,000 £40,000 £39,000
% change year-on-year - +2.56% +2.63%

Data Warehouse
Job Vacancy Trend in Liverpool

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

Job vacancy trend for Data Warehouse in Liverpool

Data Warehouse
Salary Trend in Liverpool

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

Salary trend for Data Warehouse in Liverpool

Data Warehouse
Salary Histogram in Liverpool

The salary distribution of IT jobs citing Data Warehouse in Liverpool over the 6 months to 20 November 2017.

Salary histogram for Data Warehouse in Liverpool

For the 6 months to 20 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 Liverpool region with a requirement for Data Warehouse.

1 20 (74.07%) Business Intelligence
2 19 (70.37%) SQL
3 15 (55.56%) SQL Server Integration Services
4 14 (51.85%) SQL Server
5 13 (48.15%) SQL Server Reporting Services
6 9 (33.33%) SQL Server Analysis Services
6 9 (33.33%) T-SQL
7 8 (29.63%) Cognos
7 8 (29.63%) Finance
7 8 (29.63%) Performance Tuning
8 7 (25.93%) Microsoft
9 6 (22.22%) Kimball Methodology
10 5 (18.52%) SQL Server 2012
10 5 (18.52%) Mobile App
10 5 (18.52%) SQL Server 2014
10 5 (18.52%) ETL
10 5 (18.52%) Replication
10 5 (18.52%) Cognos TM1
11 4 (14.81%) Data Quality
12 3 (11.11%) Power BI
12 3 (11.11%) Performance Optimisation
12 3 (11.11%) Apache Spark
12 3 (11.11%) Database Theory
12 3 (11.11%) Big Data
12 3 (11.11%) Change Control
12 3 (11.11%) Functional Programming
12 3 (11.11%) Mentoring
12 3 (11.11%) SQL Server 2016
12 3 (11.11%) Computer Science Degree
12 3 (11.11%) Microsoft Analysis Services

Data Warehouse
Co-occurring IT Skills in Liverpool 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 (11.11%) Apache Spark
2 1 (3.70%) SharePoint
Business Applications
1 5 (18.52%) Cognos TM1
2 2 (7.41%) Cognos Planning
Communications & Networking
1 3 (11.11%) SMS
Database & Business Intelligence
1 15 (55.56%) SQL Server Integration Services
2 14 (51.85%) SQL Server
3 13 (48.15%) SQL Server Reporting Services
4 9 (33.33%) SQL Server Analysis Services
5 5 (18.52%) SQL Server 2012
5 5 (18.52%) SQL Server 2014
6 3 (11.11%) Big Data
6 3 (11.11%) Hadoop
6 3 (11.11%) Microsoft Analysis Services
6 3 (11.11%) Power BI
6 3 (11.11%) QlikView
6 3 (11.11%) SQL Server 2008
6 3 (11.11%) SQL Server 2016
7 2 (7.41%) OLAP
7 2 (7.41%) RDBMS
7 2 (7.41%) Relational Database
8 1 (3.70%) BusinessObjects
8 1 (3.70%) SQL Server 2005
General
1 8 (29.63%) Finance
2 2 (7.41%) Marketing
3 1 (3.70%) Games
3 1 (3.70%) Legal
Job Titles
1 17 (62.96%) Developer
2 9 (33.33%) Business Intelligence Developer
3 8 (29.63%) SQL Developer
4 6 (22.22%) Business Developer
5 5 (18.52%) DBA
5 5 (18.52%) SQL DBA
5 5 (18.52%) SQL Server Developer
6 4 (14.81%) SSRS Developer
7 3 (11.11%) Administrator
7 3 (11.11%) Development Manager
7 3 (11.11%) SQL BI Developer
7 3 (11.11%) SSAS Developer
7 3 (11.11%) SSIS Developer
8 2 (7.41%) Applications Support
8 2 (7.41%) Business Intelligence Lead
8 2 (7.41%) Cognos Developer
8 2 (7.41%) Lead Developer
8 2 (7.41%) OLAP Developer
8 2 (7.41%) Research Manager
8 2 (7.41%) Software Manager
Libraries, Frameworks & Software Standards
1 2 (7.41%) iOS SDK
2 1 (3.70%) MDX
2 1 (3.70%) Web Services
Miscellaneous
1 5 (18.52%) Mobile App
1 5 (18.52%) Replication
2 3 (11.11%) Computer Science
2 3 (11.11%) NHS
3 2 (7.41%) Analytical Skills
3 2 (7.41%) Data Centre
4 1 (3.70%) Data Protection Act
4 1 (3.70%) Greenfield Project
Operating Systems
1 2 (7.41%) Android
1 2 (7.41%) Apple iOS
Processes & Methodologies
1 20 (74.07%) Business Intelligence
2 8 (29.63%) Performance Tuning
3 6 (22.22%) Kimball Methodology
4 5 (18.52%) ETL
5 3 (11.11%) Agile Software Development
5 3 (11.11%) Change Control
5 3 (11.11%) Data Migration
5 3 (11.11%) Database Theory
5 3 (11.11%) Dimensional Modelling
5 3 (11.11%) Functional Programming
5 3 (11.11%) Mentoring
5 3 (11.11%) Migration
5 3 (11.11%) Performance Optimisation
5 3 (11.11%) Reverse Engineering
5 3 (11.11%) System Testing
6 2 (7.41%) Analytics
6 2 (7.41%) Planning and Forecasting
7 1 (3.70%) Capacity Planning
7 1 (3.70%) Data Governance
7 1 (3.70%) High Availability
Programming Languages
1 19 (70.37%) SQL
2 9 (33.33%) T-SQL
3 3 (11.11%) Erlang
3 3 (11.11%) Haskell
3 3 (11.11%) Scala
4 2 (7.41%) Go
5 1 (3.70%) Data Analysis Expressions (DAX)
5 1 (3.70%) Elixir
Qualifications
1 3 (11.11%) Computer Science Degree
1 3 (11.11%) Degree
Quality Assurance & Compliance
1 4 (14.81%) Data Quality
2 1 (3.70%) GDPR
System Software
1 2 (7.41%) Docker
Systems Management
1 2 (7.41%) Kubernetes
1 2 (7.41%) Mesos
Vendors
1 8 (29.63%) Cognos
2 7 (25.93%) Microsoft
3 2 (7.41%) Oracle