Period
to 20 June 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 20 June 2018 with a comparison to the same period in the previous 2 years.

Data Warehousing
England > North West
6 months to
20 Jun 2018
Same period 2017 Same period 2016
Rank 120 90 110
Rank change year-on-year -30 +20 -13
Permanent jobs citing Data Warehouse 340 420 296
As % of all permanent IT jobs advertised in the North West 2.77% 3.28% 2.62%
As % of the Database & Business Intelligence category 8.16% 9.45% 8.23%
Number of salaries quoted 304 376 265
North West median annual salary £45,000 £40,000 £43,500
Median salary % change year-on-year +12.50% -8.05% +8.75%
10th Percentile £31,250 £30,750 £29,500
90th Percentile £65,000 £57,500 £57,800
England median annual salary £52,500 £50,000 £52,500
% change year-on-year +5.00% -4.76% +2.94%

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 4,169 4,444 3,598
As % of all permanent IT jobs advertised in the North West 33.94% 34.68% 31.85%
Number of salaries quoted 3,555 3,796 3,122
North West median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - -
10th Percentile £27,500 £27,500 £26,250
90th Percentile £65,000 £60,000 £57,500
England median annual salary £50,000 £47,500 £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 20 June 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 20 June 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 -46 151 £47,500 +18.75% 22
Cheshire -21 75 £45,000 +12.50% 9
Lancashire +30 61 £40,000 +6.67% 5
Merseyside +22 50 £47,500 +5.56% 6
Data Warehouse
England

For the 6 months to 20 June 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.

1 248 (72.94%) SQL
2 205 (60.29%) Business Intelligence
3 175 (51.47%) SQL Server
4 173 (50.88%) SQL Server Integration Services
5 148 (43.53%) SQL Server Reporting Services
6 143 (42.06%) ETL
7 111 (32.65%) Microsoft
8 110 (32.35%) T-SQL
9 97 (28.53%) SQL Server Analysis Services
10 92 (27.06%) Agile Software Development
11 70 (20.59%) Power BI
12 59 (17.35%) Data Modelling
13 50 (14.71%) Finance
14 47 (13.82%) Analytics
15 45 (13.24%) Analytical Skills
16 44 (12.94%) Data Analysis
17 41 (12.06%) SDLC
18 40 (11.76%) JavaScript
18 40 (11.76%) MySQL
19 39 (11.47%) Visualisation
20 38 (11.18%) HTML
21 36 (10.59%) Degree
21 36 (10.59%) Problem-Solving
22 34 (10.00%) Tableau
22 34 (10.00%) Java
22 34 (10.00%) CSS
22 34 (10.00%) MVC
23 33 (9.71%) Scrum
23 33 (9.71%) Performance Tuning
24 32 (9.41%) Data Extraction

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 10 (2.94%) SAS
2 6 (1.76%) Apache Spark
2 6 (1.76%) nginx
3 3 (0.88%) Confluence
3 3 (0.88%) IIS
3 3 (0.88%) SharePoint
3 3 (0.88%) SharePoint 2010
4 1 (0.29%) WebSphere
Applications
1 30 (8.82%) Microsoft Excel
2 21 (6.18%) Microsoft Office
3 12 (3.53%) Microsoft Project
3 12 (3.53%) MS Visio
4 4 (1.18%) Microsoft PowerPoint
Business Applications
1 6 (1.76%) SAP BPC
2 2 (0.59%) SAP CRM
3 1 (0.29%) SAP S/4HANA
Cloud Services
1 21 (6.18%) Microsoft Azure
2 17 (5.00%) Amazon ElastiCache
3 15 (4.41%) Amazon AWS
4 14 (4.12%) Cloud Computing
5 5 (1.47%) Google Analytics
6 3 (0.88%) Google Cloud Platform
7 1 (0.29%) Amazon EC2
7 1 (0.29%) Amazon EMR
7 1 (0.29%) Azure Data Factory
7 1 (0.29%) Force.com
7 1 (0.29%) PaaS
Communications & Networking
1 17 (5.00%) HTTP
2 6 (1.76%) LAN
2 6 (1.76%) SSL
2 6 (1.76%) VLAN
2 6 (1.76%) WAN
3 2 (0.59%) Internet
4 1 (0.29%) SMS
Database & Business Intelligence
1 175 (51.47%) SQL Server
2 173 (50.88%) SQL Server Integration Services
3 148 (43.53%) SQL Server Reporting Services
4 97 (28.53%) SQL Server Analysis Services
5 70 (20.59%) Power BI
6 40 (11.76%) MySQL
7 30 (8.82%) QlikView
7 30 (8.82%) Relational Database
8 29 (8.53%) OLAP
9 27 (7.94%) NoSQL
9 27 (7.94%) SQL Server 2014
9 27 (7.94%) SQL Server 2016
10 21 (6.18%) BusinessObjects
10 21 (6.18%) SQL Server 2008
11 20 (5.88%) Big Data
12 18 (5.29%) Microsoft Analysis Services
12 18 (5.29%) SQL Server 2012
13 17 (5.00%) Redis
14 15 (4.41%) Crystal Reports
14 15 (4.41%) OLAP Cube
Development Applications
1 13 (3.82%) ERwin
2 12 (3.53%) Git (software)
2 12 (3.53%) Team Foundation Server
3 10 (2.94%) JIRA
3 10 (2.94%) SQL Server Management Studio (SSMS)
4 8 (2.35%) Visual Studio
5 4 (1.18%) Jenkins
5 4 (1.18%) Selenium
6 3 (0.88%) SoapUI
6 3 (0.88%) TestRail
7 1 (0.29%) Oracle APEX
7 1 (0.29%) RStudio
7 1 (0.29%) SOAtest
General
1 50 (14.71%) Finance
2 19 (5.59%) Banking
3 16 (4.71%) Marketing
4 15 (4.41%) Advertising
5 14 (4.12%) Retail
6 8 (2.35%) Automotive
6 8 (2.35%) Legal
7 4 (1.18%) Law
8 2 (0.59%) Games
8 2 (0.59%) Investment Banking
9 1 (0.29%) Aerospace
9 1 (0.29%) Billing
9 1 (0.29%) Corporate Banking
9 1 (0.29%) General Ledger
9 1 (0.29%) Manufacturing
9 1 (0.29%) Retail Banking
Job Titles
1 186 (54.71%) Developer
2 101 (29.71%) Business Intelligence Developer
3 54 (15.88%) SQL Developer
4 36 (10.59%) Analyst
5 34 (10.00%) DBA
6 32 (9.41%) SQL BI Developer
7 30 (8.82%) Architect
8 29 (8.53%) Data Warehouse Developer
9 28 (8.24%) Senior Developer
10 25 (7.35%) SQL DBA
11 23 (6.76%) Business Developer
12 21 (6.18%) SSIS Developer
12 21 (6.18%) SSRS Developer
13 20 (5.88%) Data Analyst
13 20 (5.88%) Senior Business Intelligence Developer
14 19 (5.59%) Consultant
15 15 (4.41%) SQL Server Developer
16 13 (3.82%) Data Architect
16 13 (3.82%) Data Engineer
17 12 (3.53%) VBA Developer
Libraries, Frameworks & Software Standards
1 38 (11.18%) HTML
2 34 (10.00%) CSS
3 31 (9.12%) .NET
4 26 (7.65%) HTML5
5 25 (7.35%) Web Services
6 23 (6.76%) XML
7 20 (5.88%) RESTful
7 20 (5.88%) SOAP
8 19 (5.59%) JSON
9 17 (5.00%) CSS3
9 17 (5.00%) REST
9 17 (5.00%) Spring
9 17 (5.00%) Spring Boot
9 17 (5.00%) Spring MVC
9 17 (5.00%) XSL
10 16 (4.71%) jQuery
11 14 (4.12%) MDX
12 11 (3.24%) Polymer
13 10 (2.94%) AngularJS
13 10 (2.94%) Middleware
Miscellaneous
1 45 (13.24%) Analytical Skills
2 21 (6.18%) Computer Science
3 13 (3.82%) Fintech
4 12 (3.53%) Hybrid Cloud
5 10 (2.94%) Management Information System
6 8 (2.35%) Enterprise Software
7 7 (2.06%) Mainframe
8 6 (1.76%) Self-Motivation
8 6 (1.76%) User Experience
9 5 (1.47%) Greenfield Project
9 5 (1.47%) Virtual Team
10 4 (1.18%) Replication
11 3 (0.88%) Data Structures
11 3 (0.88%) NHS
11 3 (0.88%) Smartphone
12 2 (0.59%) Clustering
12 2 (0.59%) FMCG
12 2 (0.59%) Internet of Things
13 1 (0.29%) Tandem
13 1 (0.29%) VSAM
Operating Systems
1 17 (5.00%) Windows
2 10 (2.94%) Unix
3 7 (2.06%) Windows Server 2012
4 6 (1.76%) Windows Server 2008
5 3 (0.88%) Linux
6 1 (0.29%) Windows Server
Processes & Methodologies
1 205 (60.29%) Business Intelligence
2 143 (42.06%) ETL
3 92 (27.06%) Agile Software Development
4 59 (17.35%) Data Modelling
5 47 (13.82%) Analytics
6 44 (12.94%) Data Analysis
7 41 (12.06%) SDLC
8 39 (11.47%) Visualisation
9 36 (10.59%) Problem-Solving
10 34 (10.00%) MVC
11 33 (9.71%) Performance Tuning
11 33 (9.71%) Scrum
12 32 (9.41%) Data Extraction
13 31 (9.12%) Migration
14 30 (8.82%) Data Visualisation
15 26 (7.65%) Change Management
15 26 (7.65%) Responsive Web Design
15 26 (7.65%) SOA
16 24 (7.06%) Continuous Improvement
17 23 (6.76%) Data Analytics
Programming Languages
1 248 (72.94%) SQL
2 110 (32.35%) T-SQL
3 40 (11.76%) JavaScript
4 34 (10.00%) Java
5 31 (9.12%) Python
6 27 (7.94%) VBA
7 22 (6.47%) PHP
8 21 (6.18%) C#
9 20 (5.88%) PowerShell
10 19 (5.59%) Ruby
11 17 (5.00%) Go
12 16 (4.71%) C
13 10 (2.94%) Data Analysis Expressions (DAX)
14 8 (2.35%) PL/SQL
15 4 (1.18%) R
15 4 (1.18%) Scala
15 4 (1.18%) VB
15 4 (1.18%) VB.NET
16 1 (0.29%) ABAP
16 1 (0.29%) Groovy
Qualifications
1 36 (10.59%) Degree
2 15 (4.41%) Computer Science Degree
3 12 (3.53%) Security Cleared
4 11 (3.24%) SC Cleared
5 7 (2.06%) Master's Degree
5 7 (2.06%) Microsoft Certification
6 6 (1.76%) TOGAF Certification
7 5 (1.47%) MCP
7 5 (1.47%) MCSA
8 4 (1.18%) ISEB
9 3 (0.88%) PRINCE2 Certification
10 1 (0.29%) HND
10 1 (0.29%) ISTQB
10 1 (0.29%) MCDBA
10 1 (0.29%) MCPD
10 1 (0.29%) MCTS
10 1 (0.29%) Numerate Degree
10 1 (0.29%) PMI Certification
10 1 (0.29%) PMP
Quality Assurance & Compliance
1 17 (5.00%) QA
2 10 (2.94%) Data Quality
3 7 (2.06%) Web Application Security Consortium
4 5 (1.47%) GDPR
System Software
1 9 (2.65%) Active Directory
2 6 (1.76%) VMware Infrastructure
3 3 (0.88%) Docker
Systems Management
1 6 (1.76%) FortiGate
2 5 (1.47%) SQL Sentry
3 4 (1.18%) Systems Management Server (SMS)
4 1 (0.29%) HP Quality Center
4 1 (0.29%) Single Sign-On
Vendors
1 111 (32.65%) Microsoft
2 34 (10.00%) Tableau
3 30 (8.82%) Oracle
4 23 (6.76%) SAP
5 18 (5.29%) Teradata
6 14 (4.12%) Informatica
7 11 (3.24%) Cognos
8 10 (2.94%) Google
9 9 (2.65%) Cisco
9 9 (2.65%) VMware
10 7 (2.06%) HP
11 6 (1.76%) Intel
11 6 (1.76%) Juniper
11 6 (1.76%) ProCurve
11 6 (1.76%) Sophos
11 6 (1.76%) Sun
12 4 (1.18%) Adobe
12 4 (1.18%) New Relic
12 4 (1.18%) Talend
12 4 (1.18%) Twitter