Period
to 18 January 2019

The following table provides summary statistics for permanent job vacancies advertised in the North West 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 18 January 2019 with a comparison to the same period in the previous 2 years.

Data Warehousing
England > North West
6 months to
18 Jan 2019
Same period 2018 Same period 2017
Rank 139 107 105
Rank change year-on-year -32 -2 -2
Permanent jobs citing Data Warehouse 247 372 367
As % of all permanent IT jobs advertised in the North West 2.33% 2.92% 2.98%
As % of the Database & Business Intelligence category 7.80% 9.02% 8.43%
Number of salaries quoted 239 325 310
North West median annual salary £45,000 £45,000 £40,000
Median salary % change year-on-year - +12.50% -3.61%
10th Percentile £32,500 £31,250 £31,000
90th Percentile £72,500 £63,750 £60,000
England median annual salary £55,000 £51,000 £55,000
% change year-on-year +7.84% -7.27% +10.00%

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 the North West with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
North West
Permanent vacancies with a requirement for database or business intelligence skills 3,165 4,124 4,354
As % of all permanent IT jobs advertised in the North West 29.83% 32.40% 35.30%
Number of salaries quoted 2,719 3,459 3,792
North West median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% -
10th Percentile £30,000 £27,500 £26,250
90th Percentile £70,000 £62,500 £59,500
England median annual salary £52,500 £50,000 £47,500
% change year-on-year +5.00% +5.26% +3.26%

Data Warehouse
Job Vacancy Trend in the North West

Job postings citing Data Warehouse as a percentage of all IT jobs advertised in the North West.

Job vacancy trend for Data Warehouse in the North West

Data Warehouse
Salary Trend in the North West

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

Salary trend for Data Warehouse in the North West

Data Warehouse
Salary Histogram in the North West

The salary distribution of IT jobs citing Data Warehouse in the North West over the 6 months to 18 January 2019.

Salary histogram for Data Warehouse in the North West

Data Warehouse
Job Locations in the North West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Warehouse within the North West region over the 6 months to 18 January 2019. 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
Manchester -41 137 £45,000 - 38
Cheshire +5 57 £45,000 - 15
Merseyside +4 26 £41,000 -3.53% 8
Lancashire -6 24 £42,500 +6.25% 3
Data Warehouse
England

For the 6 months to 18 January 2019, IT 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 permanent job ads across the North West region with a requirement for Data Warehouse.

1 167 (67.61%) Business Intelligence
2 149 (60.32%) SQL
2 149 (60.32%) SQL Server Integration Services
3 126 (51.01%) SQL Server
4 116 (46.96%) SQL Server Reporting Services
5 102 (41.30%) ETL
6 101 (40.89%) Microsoft
7 90 (36.44%) T-SQL
8 79 (31.98%) SQL Server Analysis Services
9 60 (24.29%) Agile Software Development
10 53 (21.46%) Power BI
11 52 (21.05%) Problem-Solving
12 51 (20.65%) Analytics
12 51 (20.65%) Finance
13 48 (19.43%) Data Analysis
14 46 (18.62%) Analytical Skills
15 42 (17.00%) Data Modelling
16 32 (12.96%) Visualisation
17 29 (11.74%) Oracle
17 29 (11.74%) QlikView
18 28 (11.34%) Migration
19 27 (10.93%) Tableau
20 24 (9.72%) Data Visualisation
21 22 (8.91%) Degree
21 22 (8.91%) Microsoft Azure
22 21 (8.50%) SQL Server 2012
22 21 (8.50%) Decision-Making
23 20 (8.10%) .NET
23 20 (8.10%) Data Management
24 19 (7.69%) Data Mining

Data Warehouse
Co-occurring IT Skills in the North West 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 5 (2.02%) SAS
2 3 (1.21%) Drupal
2 3 (1.21%) Moodle
2 3 (1.21%) SharePoint
3 2 (0.81%) Confluence
4 1 (0.40%) Apache Spark
4 1 (0.40%) CICS
4 1 (0.40%) nginx
4 1 (0.40%) SharePoint 2010
4 1 (0.40%) SharePoint Server
4 1 (0.40%) WebSphere
Applications
1 16 (6.48%) Microsoft Excel
2 6 (2.43%) Microsoft Office
3 3 (1.21%) Microsoft PowerPoint
4 2 (0.81%) Spreadsheet
5 1 (0.40%) MS Visio
5 1 (0.40%) SPSS
Business Applications
1 7 (2.83%) Oracle Procure-to-Pay
2 6 (2.43%) Cognos TM1
2 6 (2.43%) Dynamics CRM
3 5 (2.02%) Dynamics AX
4 4 (1.62%) Oracle Payables
4 4 (1.62%) Oracle Receivables
5 3 (1.21%) Cognos Business Intelligence
5 3 (1.21%) Oracle ERP
5 3 (1.21%) Oracle General Ledger
6 2 (0.81%) Elite 3E
7 1 (0.40%) Magento
Cloud Services
1 22 (8.91%) Microsoft Azure
2 11 (4.45%) Amazon AWS
3 7 (2.83%) IaaS
3 7 (2.83%) PaaS
4 4 (1.62%) Office 365
5 3 (1.21%) Amazon ElastiCache
6 2 (0.81%) Cloud Computing
6 2 (0.81%) Google Analytics
7 1 (0.40%) Azure Data Factory
7 1 (0.40%) Dynamics 365
7 1 (0.40%) GitHub
7 1 (0.40%) Trello
Communications & Networking
1 9 (3.64%) LAN
1 9 (3.64%) WAN
2 3 (1.21%) HTTP
3 2 (0.81%) DHCP
3 2 (0.81%) DNS
3 2 (0.81%) Internet
3 2 (0.81%) Wi-Fi
4 1 (0.40%) FTP
4 1 (0.40%) SSL
Database & Business Intelligence
1 149 (60.32%) SQL Server Integration Services
2 126 (51.01%) SQL Server
3 116 (46.96%) SQL Server Reporting Services
4 79 (31.98%) SQL Server Analysis Services
5 53 (21.46%) Power BI
6 29 (11.74%) QlikView
7 21 (8.50%) SQL Server 2012
8 19 (7.69%) Data Mining
8 19 (7.69%) Qlik Sense
9 18 (7.29%) BusinessObjects
10 16 (6.48%) OLAP
11 15 (6.07%) SQL Server 2008
12 12 (4.86%) BusinessObjects Business Intelligence
12 12 (4.86%) Relational Database
13 8 (3.24%) MySQL
13 8 (3.24%) Oracle BI EE
13 8 (3.24%) SQL Server 2016
14 7 (2.83%) Cognos Framework Manager
14 7 (2.83%) DB2
14 7 (2.83%) OLAP Cube
Development Applications
1 10 (4.05%) Git (software)
2 8 (3.24%) Jenkins
3 7 (2.83%) Atlassian Bamboo
3 7 (2.83%) TeamCity
4 6 (2.43%) Visual Studio
5 5 (2.02%) JIRA
5 5 (2.02%) SQL Server Management Studio (SSMS)
5 5 (2.02%) Team Foundation Server
6 3 (1.21%) Subversion
7 2 (0.81%) Zephyr
8 1 (0.40%) Bitbucket
8 1 (0.40%) GitLab
8 1 (0.40%) Octopus Deploy
8 1 (0.40%) Selenium
8 1 (0.40%) SoapUI
8 1 (0.40%) SOAtest
8 1 (0.40%) TestRail
General
1 51 (20.65%) Finance
2 16 (6.48%) Retail
3 15 (6.07%) Marketing
4 11 (4.45%) Local Government
4 11 (4.45%) Manufacturing
5 9 (3.64%) Telecoms
6 7 (2.83%) Electronics
6 7 (2.83%) Publishing
7 6 (2.43%) Banking
7 6 (2.43%) Legal
8 2 (0.81%) Billing
9 1 (0.40%) Automotive
9 1 (0.40%) Law
9 1 (0.40%) Retail Banking
Job Titles
1 133 (53.85%) Developer
2 78 (31.58%) Business Intelligence Developer
3 44 (17.81%) SQL Developer
4 35 (14.17%) Consultant
5 30 (12.15%) SSIS Developer
6 27 (10.93%) Analyst
7 25 (10.12%) SQL BI Developer
8 23 (9.31%) Architect
9 21 (8.50%) Business Developer
9 21 (8.50%) SSRS Developer
10 18 (7.29%) SSAS Developer
11 15 (6.07%) DBA
12 12 (4.86%) Business Intelligence Consultant
12 12 (4.86%) Senior Developer
13 11 (4.45%) SQL DBA
14 10 (4.05%) Data Warehouse Developer
14 10 (4.05%) Front End Developer (Client-Side Developer)
15 9 (3.64%) Data Analyst
16 8 (3.24%) Cognos Developer
16 8 (3.24%) Power BI Developer
Libraries, Frameworks & Software Standards
1 20 (8.10%) .NET
2 18 (7.29%) HTML
3 13 (5.26%) CSS
3 13 (5.26%) HTML5
4 10 (4.05%) Web Services
5 9 (3.64%) MDX
6 7 (2.83%) Oracle Fusion
7 5 (2.02%) XML
8 4 (1.62%) JSON
9 3 (1.21%) CSS3
9 3 (1.21%) REST
9 3 (1.21%) RESTful
9 3 (1.21%) SOAP
9 3 (1.21%) Spring
9 3 (1.21%) Spring Boot
9 3 (1.21%) Spring MVC
9 3 (1.21%) XSL
10 2 (0.81%) J2EE
10 2 (0.81%) Middleware
10 2 (0.81%) Polymer
Miscellaneous
1 46 (18.62%) Analytical Skills
2 9 (3.64%) Greenfield Project
3 8 (3.24%) Public Cloud
3 8 (3.24%) Replication
4 6 (2.43%) Driving Licence
4 6 (2.43%) NHS
5 4 (1.62%) Analytical Mindset
5 4 (1.62%) Clustering
5 4 (1.62%) Data Structures
6 2 (0.81%) Enterprise Software
6 2 (0.81%) Management Information System
6 2 (0.81%) Self-Motivation
7 1 (0.40%) Data Centre
7 1 (0.40%) Fintech
7 1 (0.40%) Foreign Exchange (FX)
7 1 (0.40%) Mainframe
7 1 (0.40%) Mobile App
7 1 (0.40%) Smart Meter
7 1 (0.40%) Tandem
7 1 (0.40%) VSAM
Operating Systems
1 5 (2.02%) Windows
2 3 (1.21%) Windows Server
3 1 (0.40%) Unix
Processes & Methodologies
1 167 (67.61%) Business Intelligence
2 102 (41.30%) ETL
3 60 (24.29%) Agile Software Development
4 52 (21.05%) Problem-Solving
5 51 (20.65%) Analytics
6 48 (19.43%) Data Analysis
7 42 (17.00%) Data Modelling
8 32 (12.96%) Visualisation
9 28 (11.34%) Migration
10 24 (9.72%) Data Visualisation
11 21 (8.50%) Decision-Making
12 20 (8.10%) Data Management
13 19 (7.69%) Data Migration
13 19 (7.69%) SDLC
14 18 (7.29%) Dimensional Modelling
15 16 (6.48%) Data Analytics
16 15 (6.07%) Kimball Methodology
16 15 (6.07%) Performance Tuning
17 14 (5.67%) MVC
18 13 (5.26%) SOA
Programming Languages
1 149 (60.32%) SQL
2 90 (36.44%) T-SQL
3 18 (7.29%) JavaScript
4 7 (2.83%) C
5 6 (2.43%) PowerShell
5 6 (2.43%) Python
6 5 (2.02%) C#
6 5 (2.02%) Data Analysis Expressions (DAX)
6 5 (2.02%) Java
7 4 (1.62%) PHP
8 3 (1.21%) Go
8 3 (1.21%) PL/SQL
8 3 (1.21%) Ruby
8 3 (1.21%) VBA
9 2 (0.81%) R
10 1 (0.40%) COBOL
10 1 (0.40%) JCL
10 1 (0.40%) REXX
10 1 (0.40%) Scala
Qualifications
1 22 (8.91%) Degree
2 4 (1.62%) SC Cleared
2 4 (1.62%) Security Cleared
3 3 (1.21%) AWS Certification
3 3 (1.21%) Computer Science Degree
3 3 (1.21%) ISEB
3 3 (1.21%) Microsoft Certification
4 2 (0.81%) Master's Degree
5 1 (0.40%) ITIL Certification
5 1 (0.40%) MCTS
5 1 (0.40%) TOGAF Certification
Quality Assurance & Compliance
1 14 (5.67%) Data Quality
2 9 (3.64%) QA
3 3 (1.21%) GDPR
4 2 (0.81%) Web Application Security Consortium
System Software
1 8 (3.24%) Active Directory
2 3 (1.21%) VMware Infrastructure
Systems Management
1 7 (2.83%) Ansible
1 7 (2.83%) Opscode Chef
1 7 (2.83%) Puppet
2 2 (0.81%) HP ALM
3 1 (0.40%) HP Quality Center
3 1 (0.40%) Mesos
3 1 (0.40%) Systems Management Server (SMS)
Vendors
1 101 (40.89%) Microsoft
2 29 (11.74%) Oracle
3 27 (10.93%) Tableau
4 18 (7.29%) Cognos
5 16 (6.48%) SAP
6 9 (3.64%) Informatica
7 7 (2.83%) IBM
7 7 (2.83%) VMware
8 4 (1.62%) Adobe
9 3 (1.21%) Google
9 3 (1.21%) HP
10 2 (0.81%) Ab Initio
10 2 (0.81%) Hyperion
10 2 (0.81%) Sage
10 2 (0.81%) TIBCO
11 1 (0.40%) CA Agile Central
11 1 (0.40%) MuleSoft
11 1 (0.40%) RedGate
11 1 (0.40%) ServiceNow