Period
to 23 October 2018

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 23 October 2018 with a comparison to the same period in the previous 2 years.

Data Warehousing
England > North West
6 months to
23 Oct 2018
Same period 2017 Same period 2016
Rank 121 99 102
Rank change year-on-year -22 +3 -13
Permanent jobs citing Data Warehouse 318 399 371
As % of all permanent IT jobs advertised in the North West 2.70% 3.10% 3.06%
As % of the Database & Business Intelligence category 8.97% 9.17% 9.05%
Number of salaries quoted 301 350 320
North West median annual salary £45,000 £40,000 £42,500
Median salary % change year-on-year +12.50% -5.88% +6.25%
10th Percentile £32,500 £31,250 £30,725
90th Percentile £72,500 £62,500 £61,250
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 3,547 4,351 4,098
As % of all permanent IT jobs advertised in the North West 30.11% 33.75% 33.76%
Number of salaries quoted 3,076 3,673 3,547
North West median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% -
10th Percentile £28,500 £27,500 £26,250
90th Percentile £67,500 £61,250 £58,750
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

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 23 October 2018.

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 23 October 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Manchester -46 152 £45,000 +12.50% 34
Cheshire +19 89 £45,000 +4.65% 10
Lancashire +22 38 £42,500 +6.25% 4
Merseyside +20 34 £47,500 +11.76% 9
Data Warehouse
England

For the 6 months to 23 October 2018, 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.

1 204 (64.15%) SQL
2 193 (60.69%) Business Intelligence
3 189 (59.43%) SQL Server Integration Services
4 167 (52.52%) SQL Server
5 132 (41.51%) SQL Server Reporting Services
6 130 (40.88%) ETL
7 119 (37.42%) Microsoft
8 91 (28.62%) T-SQL
9 90 (28.30%) SQL Server Analysis Services
10 78 (24.53%) Analytics
11 74 (23.27%) Agile Software Development
12 71 (22.33%) Data Modelling
13 67 (21.07%) Data Analysis
14 63 (19.81%) Problem-Solving
15 62 (19.50%) Analytical Skills
16 47 (14.78%) Power BI
17 46 (14.47%) Finance
18 32 (10.06%) JavaScript
18 32 (10.06%) Tableau
19 31 (9.75%) Visualisation
19 31 (9.75%) Degree
19 31 (9.75%) MySQL
20 30 (9.43%) Decision-Making
21 29 (9.12%) Data Analytics
22 28 (8.81%) HTML
23 27 (8.49%) OLAP
24 26 (8.18%) Change Management
24 26 (8.18%) Data Management
24 26 (8.18%) SQL Server 2012
25 25 (7.86%) Marketing

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 (1.57%) SAS
2 4 (1.26%) nginx
3 3 (0.94%) Apache Spark
4 2 (0.63%) SharePoint
5 1 (0.31%) CICS
5 1 (0.31%) Confluence
5 1 (0.31%) SharePoint Server
5 1 (0.31%) WebSphere
Applications
1 13 (4.09%) Microsoft Excel
1 13 (4.09%) Microsoft Office
2 5 (1.57%) Microsoft PowerPoint
3 2 (0.63%) Spreadsheet
4 1 (0.31%) MS Visio
4 1 (0.31%) SPSS
Business Applications
1 5 (1.57%) Cognos TM1
2 4 (1.26%) SAP BPC
3 2 (0.63%) Cognos Business Intelligence
3 2 (0.63%) Dynamics AX
3 2 (0.63%) Dynamics CRM
3 2 (0.63%) Elite 3E
4 1 (0.31%) SAP S/4HANA
Cloud Services
1 15 (4.72%) Amazon AWS
1 15 (4.72%) Microsoft Azure
2 9 (2.83%) PaaS
3 8 (2.52%) Amazon ElastiCache
3 8 (2.52%) IaaS
4 6 (1.89%) Cloud Computing
5 5 (1.57%) Google Analytics
6 4 (1.26%) Office 365
7 2 (0.63%) Google Cloud Platform
8 1 (0.31%) Azure Data Factory
8 1 (0.31%) Dynamics 365
8 1 (0.31%) Force.com
8 1 (0.31%) GitHub
8 1 (0.31%) Trello
Communications & Networking
1 8 (2.52%) HTTP
2 5 (1.57%) LAN
2 5 (1.57%) WAN
3 4 (1.26%) SSL
4 2 (0.63%) DHCP
4 2 (0.63%) DNS
4 2 (0.63%) Internet
4 2 (0.63%) Wi-Fi
5 1 (0.31%) FTP
5 1 (0.31%) SMS
Database & Business Intelligence
1 189 (59.43%) SQL Server Integration Services
2 167 (52.52%) SQL Server
3 132 (41.51%) SQL Server Reporting Services
4 90 (28.30%) SQL Server Analysis Services
5 47 (14.78%) Power BI
6 31 (9.75%) MySQL
7 27 (8.49%) OLAP
8 26 (8.18%) SQL Server 2012
9 24 (7.55%) QlikView
9 24 (7.55%) SQL Server 2008
10 23 (7.23%) Relational Database
11 17 (5.35%) BusinessObjects
12 14 (4.40%) NoSQL
13 13 (4.09%) PostgreSQL
14 12 (3.77%) Crystal Reports
15 11 (3.46%) Qlik Sense
15 11 (3.46%) SQL Server 2014
15 11 (3.46%) SQL Server 2016
16 10 (3.14%) OLAP Cube
16 10 (3.14%) OLTP
Development Applications
1 13 (4.09%) Git (software)
2 11 (3.46%) SQL Server Management Studio (SSMS)
3 9 (2.83%) ERwin
3 9 (2.83%) Jenkins
4 8 (2.52%) Atlassian Bamboo
4 8 (2.52%) TeamCity
5 7 (2.20%) Visual Studio
6 6 (1.89%) Team Foundation Server
7 4 (1.26%) JIRA
8 3 (0.94%) Octopus Deploy
9 2 (0.63%) Subversion
9 2 (0.63%) Zephyr
10 1 (0.31%) Axure RP
10 1 (0.31%) GitLab
10 1 (0.31%) RStudio
10 1 (0.31%) Selenium
10 1 (0.31%) SOAtest
General
1 46 (14.47%) Finance
2 25 (7.86%) Marketing
3 15 (4.72%) Retail
4 10 (3.14%) Advertising
5 9 (2.83%) Legal
6 7 (2.20%) Banking
7 4 (1.26%) Local Government
8 3 (0.94%) Law
8 3 (0.94%) Publishing
9 2 (0.63%) Automotive
9 2 (0.63%) Billing
9 2 (0.63%) Games
10 1 (0.31%) Investment Banking
10 1 (0.31%) Manufacturing
10 1 (0.31%) Retail Banking
Job Titles
1 175 (55.03%) Developer
2 93 (29.25%) Business Intelligence Developer
3 58 (18.24%) SQL Developer
4 43 (13.52%) Analyst
5 33 (10.38%) Business Developer
6 29 (9.12%) Data Warehouse Developer
7 27 (8.49%) Architect
8 26 (8.18%) Consultant
9 24 (7.55%) SQL BI Developer
10 21 (6.60%) SSIS Developer
11 19 (5.97%) DBA
12 18 (5.66%) Data Analyst
13 17 (5.35%) Senior Developer
14 13 (4.09%) SSAS Developer
15 12 (3.77%) SQL DBA
15 12 (3.77%) SQL Server Developer
16 11 (3.46%) Data Architect
16 11 (3.46%) Team Leader
17 10 (3.14%) ETL Developer
17 10 (3.14%) Front End Developer (Client-Side Developer)
Libraries, Frameworks & Software Standards
1 28 (8.81%) HTML
2 25 (7.86%) .NET
3 20 (6.29%) CSS
4 18 (5.66%) HTML5
4 18 (5.66%) Web Services
5 12 (3.77%) XML
6 11 (3.46%) MDX
7 9 (2.83%) JSON
8 8 (2.52%) CSS3
8 8 (2.52%) jQuery
8 8 (2.52%) REST
8 8 (2.52%) RESTful
8 8 (2.52%) SOAP
8 8 (2.52%) Spring
8 8 (2.52%) Spring Boot
8 8 (2.52%) Spring MVC
8 8 (2.52%) XSL
9 5 (1.57%) J2EE
10 4 (1.26%) EJB
10 4 (1.26%) JDBC
Miscellaneous
1 62 (19.50%) Analytical Skills
2 12 (3.77%) Computer Science
3 10 (3.14%) Greenfield Project
4 9 (2.83%) Hybrid Cloud
5 8 (2.52%) Data Structures
6 7 (2.20%) Management Information System
6 7 (2.20%) Replication
7 6 (1.89%) Driving Licence
7 6 (1.89%) NHS
8 4 (1.26%) Fintech
8 4 (1.26%) Public Cloud
8 4 (1.26%) User Experience
9 3 (0.94%) Clustering
9 3 (0.94%) Mainframe
9 3 (0.94%) Self-Motivation
10 2 (0.63%) Enterprise Software
11 1 (0.31%) CMDB
11 1 (0.31%) Data Centre
11 1 (0.31%) Tandem
11 1 (0.31%) VSAM
Operating Systems
1 11 (3.46%) Windows
2 4 (1.26%) Linux
2 4 (1.26%) Unix
3 1 (0.31%) Windows Server
3 1 (0.31%) Windows Server 2012
Processes & Methodologies
1 193 (60.69%) Business Intelligence
2 130 (40.88%) ETL
3 78 (24.53%) Analytics
4 74 (23.27%) Agile Software Development
5 71 (22.33%) Data Modelling
6 67 (21.07%) Data Analysis
7 63 (19.81%) Problem-Solving
8 31 (9.75%) Visualisation
9 30 (9.43%) Decision-Making
10 29 (9.12%) Data Analytics
11 26 (8.18%) Change Management
11 26 (8.18%) Data Management
12 25 (7.86%) Data Visualisation
12 25 (7.86%) Migration
13 22 (6.92%) Coaching
14 21 (6.60%) Dashboard Development
15 20 (6.29%) MVC
15 20 (6.29%) Project Management
15 20 (6.29%) Scrum
16 19 (5.97%) SDLC
Programming Languages
1 204 (64.15%) SQL
2 91 (28.62%) T-SQL
3 32 (10.06%) JavaScript
4 20 (6.29%) Java
5 15 (4.72%) Python
6 12 (3.77%) C#
6 12 (3.77%) PHP
7 10 (3.14%) C
7 10 (3.14%) PowerShell
8 8 (2.52%) Go
8 8 (2.52%) Ruby
9 6 (1.89%) Data Analysis Expressions (DAX)
10 5 (1.57%) PL/SQL
11 4 (1.26%) VBA
12 3 (0.94%) R
12 3 (0.94%) Scala
13 2 (0.63%) VB
14 1 (0.31%) JCL
14 1 (0.31%) REXX
14 1 (0.31%) VB.NET
Qualifications
1 31 (9.75%) Degree
2 8 (2.52%) Computer Science Degree
3 6 (1.89%) Microsoft Certification
3 6 (1.89%) Security Cleared
4 5 (1.57%) AWS Certification
4 5 (1.57%) SC Cleared
4 5 (1.57%) TOGAF Certification
5 4 (1.26%) MCP
5 4 (1.26%) MCSA
6 2 (0.63%) Master's Degree
7 1 (0.31%) ITIL Certification
Quality Assurance & Compliance
1 16 (5.03%) Data Quality
2 10 (3.14%) QA
3 7 (2.20%) GDPR
4 2 (0.63%) Web Application Security Consortium
5 1 (0.31%) ISO/IEC 27001
System Software
1 6 (1.89%) Active Directory
2 1 (0.31%) VMware Infrastructure
Systems Management
1 8 (2.52%) Ansible
1 8 (2.52%) Opscode Chef
1 8 (2.52%) Puppet
2 7 (2.20%) Systems Management Server (SMS)
3 2 (0.63%) HP ALM
3 2 (0.63%) Mesos
3 2 (0.63%) SQL Sentry
4 1 (0.31%) HP Quality Center
Vendors
1 119 (37.42%) Microsoft
2 32 (10.06%) Tableau
3 24 (7.55%) Cognos
4 22 (6.92%) SAP
5 18 (5.66%) Oracle
6 10 (3.14%) Google
6 10 (3.14%) Informatica
7 8 (2.52%) Adobe
8 7 (2.20%) VMware
9 5 (1.57%) IBM
10 4 (1.26%) Cisco
10 4 (1.26%) Sun
10 4 (1.26%) Teradata
11 3 (0.94%) HP
11 3 (0.94%) New Relic
11 3 (0.94%) Sage
11 3 (0.94%) Talend
11 3 (0.94%) Twitter
12 2 (0.63%) Salesforce.com
12 2 (0.63%) Tealeaf