Period
to 14 August 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 14 August 2018 with a comparison to the same period in the previous 2 years.

Data Warehousing
England > North West
6 months to
14 Aug 2018
Same period 2017 Same period 2016
Rank 109 94 97
Rank change year-on-year -15 +3 -15
Permanent jobs citing Data Warehouse 356 416 339
As % of all permanent IT jobs advertised in the North West 2.93% 3.16% 2.92%
As % of the Database & Business Intelligence category 9.16% 9.15% 9.16%
Number of salaries quoted 332 375 297
North West median annual salary £45,000 £40,000 £43,000
Median salary % change year-on-year +12.50% -6.98% +7.50%
10th Percentile £31,250 £30,850 £29,900
90th Percentile £68,750 £61,250 £59,250
England median annual salary £54,000 £50,964 £52,500
% change year-on-year +5.96% -2.93% +1.94%

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 3,886 4,545 3,702
As % of all permanent IT jobs advertised in the North West 32.01% 34.49% 31.89%
Number of salaries quoted 3,366 3,859 3,201
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 £61,250 £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 14 August 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 14 August 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 -29 171 £47,500 +18.75% 31
Cheshire -14 83 £45,000 +9.09% 7
Lancashire +23 52 £40,000 - 2
Merseyside +42 46 £47,500 +18.75% 7
Data Warehouse
England

For the 6 months to 14 August 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.

1 247 (69.38%) SQL
2 226 (63.48%) Business Intelligence
3 198 (55.62%) SQL Server Integration Services
4 189 (53.09%) SQL Server
5 153 (42.98%) SQL Server Reporting Services
6 143 (40.17%) ETL
7 127 (35.67%) Microsoft
8 110 (30.90%) T-SQL
9 104 (29.21%) SQL Server Analysis Services
10 103 (28.93%) Agile Software Development
11 73 (20.51%) Data Modelling
12 71 (19.94%) Analytics
13 68 (19.10%) Power BI
14 61 (17.13%) Analytical Skills
15 58 (16.29%) Data Analysis
16 54 (15.17%) Finance
17 51 (14.33%) Problem-Solving
18 45 (12.64%) Visualisation
18 45 (12.64%) Tableau
19 42 (11.80%) JavaScript
19 42 (11.80%) MySQL
20 41 (11.52%) Degree
21 39 (10.96%) HTML
22 37 (10.39%) OLAP
22 37 (10.39%) SDLC
23 36 (10.11%) Data Visualisation
23 36 (10.11%) .NET
23 36 (10.11%) Scrum
24 34 (9.55%) QlikView
25 31 (8.71%) Java

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 (2.81%) SAS
2 6 (1.69%) nginx
3 4 (1.12%) Apache Spark
4 3 (0.84%) Confluence
5 2 (0.56%) SharePoint
6 1 (0.28%) IIS
6 1 (0.28%) SharePoint 2010
Applications
1 26 (7.30%) Microsoft Excel
2 22 (6.18%) Microsoft Office
3 11 (3.09%) MS Visio
4 10 (2.81%) Microsoft Project
5 3 (0.84%) Microsoft PowerPoint
6 1 (0.28%) Spreadsheet
Business Applications
1 6 (1.69%) SAP BPC
2 2 (0.56%) Elite 3E
3 1 (0.28%) SAP S/4HANA
Cloud Services
1 23 (6.46%) Microsoft Azure
2 18 (5.06%) Amazon AWS
3 15 (4.21%) Amazon ElastiCache
4 13 (3.65%) Cloud Computing
5 6 (1.69%) Google Analytics
6 5 (1.40%) PaaS
7 4 (1.12%) Google Cloud Platform
7 4 (1.12%) IaaS
8 2 (0.56%) Office 365
9 1 (0.28%) Amazon EC2
9 1 (0.28%) Amazon EMR
9 1 (0.28%) Azure Data Factory
9 1 (0.28%) Dynamics 365
9 1 (0.28%) Force.com
Communications & Networking
1 15 (4.21%) HTTP
2 6 (1.69%) SSL
3 1 (0.28%) FTP
3 1 (0.28%) SMS
Database & Business Intelligence
1 198 (55.62%) SQL Server Integration Services
2 189 (53.09%) SQL Server
3 153 (42.98%) SQL Server Reporting Services
4 104 (29.21%) SQL Server Analysis Services
5 68 (19.10%) Power BI
6 42 (11.80%) MySQL
7 37 (10.39%) OLAP
8 34 (9.55%) QlikView
9 29 (8.15%) Relational Database
10 25 (7.02%) NoSQL
10 25 (7.02%) SQL Server 2012
11 24 (6.74%) SQL Server 2008
12 23 (6.46%) SQL Server 2014
13 22 (6.18%) BusinessObjects
14 20 (5.62%) SQL Server 2016
15 18 (5.06%) Big Data
15 18 (5.06%) OLAP Cube
16 15 (4.21%) Redis
17 14 (3.93%) Crystal Reports
17 14 (3.93%) Microsoft Analysis Services
Development Applications
1 14 (3.93%) ERwin
2 13 (3.65%) SQL Server Management Studio (SSMS)
2 13 (3.65%) Team Foundation Server
3 11 (3.09%) Git (software)
3 11 (3.09%) Visual Studio
4 7 (1.97%) Jenkins
5 5 (1.40%) JIRA
6 4 (1.12%) Atlassian Bamboo
6 4 (1.12%) TeamCity
7 3 (0.84%) Octopus Deploy
7 3 (0.84%) Selenium
7 3 (0.84%) SoapUI
7 3 (0.84%) TestRail
8 1 (0.28%) Axure RP
8 1 (0.28%) RStudio
8 1 (0.28%) Zephyr
General
1 54 (15.17%) Finance
2 25 (7.02%) Marketing
3 15 (4.21%) Advertising
4 14 (3.93%) Retail
5 13 (3.65%) Banking
6 7 (1.97%) Automotive
6 7 (1.97%) Legal
7 3 (0.84%) Games
7 3 (0.84%) Law
8 2 (0.56%) Local Government
9 1 (0.28%) Aerospace
9 1 (0.28%) Billing
9 1 (0.28%) Investment Banking
9 1 (0.28%) Manufacturing
Job Titles
1 192 (53.93%) Developer
2 106 (29.78%) Business Intelligence Developer
3 55 (15.45%) SQL Developer
4 43 (12.08%) Analyst
5 32 (8.99%) Data Warehouse Developer
6 31 (8.71%) Architect
7 29 (8.15%) DBA
8 28 (7.87%) Business Developer
8 28 (7.87%) SQL BI Developer
9 26 (7.30%) SSIS Developer
10 23 (6.46%) Senior Developer
11 22 (6.18%) Consultant
12 20 (5.62%) Data Analyst
12 20 (5.62%) SSRS Developer
13 17 (4.78%) SQL DBA
14 15 (4.21%) SQL Server Developer
15 14 (3.93%) Data Architect
15 14 (3.93%) Senior Business Intelligence Developer
16 12 (3.37%) SQL Analyst
16 12 (3.37%) Team Leader
Libraries, Frameworks & Software Standards
1 39 (10.96%) HTML
2 36 (10.11%) .NET
3 31 (8.71%) CSS
4 24 (6.74%) HTML5
5 23 (6.46%) Web Services
6 21 (5.90%) XML
7 18 (5.06%) RESTful
7 18 (5.06%) SOAP
8 16 (4.49%) JSON
8 16 (4.49%) MDX
9 15 (4.21%) CSS3
9 15 (4.21%) jQuery
9 15 (4.21%) REST
9 15 (4.21%) Spring
9 15 (4.21%) Spring Boot
9 15 (4.21%) Spring MVC
9 15 (4.21%) XSL
10 9 (2.53%) Polymer
11 8 (2.25%) AngularJS
12 7 (1.97%) Ajax
Miscellaneous
1 61 (17.13%) Analytical Skills
2 19 (5.34%) Computer Science
3 13 (3.65%) Fintech
3 13 (3.65%) Hybrid Cloud
4 8 (2.25%) Management Information System
5 7 (1.97%) Data Structures
5 7 (1.97%) Greenfield Project
6 6 (1.69%) Enterprise Software
6 6 (1.69%) User Experience
7 4 (1.12%) Mainframe
8 3 (0.84%) Self-Motivation
8 3 (0.84%) Virtual Team
9 2 (0.56%) Replication
9 2 (0.56%) Smartphone
10 1 (0.28%) Clustering
10 1 (0.28%) CMDB
10 1 (0.28%) Data Centre
10 1 (0.28%) NHS
10 1 (0.28%) Smart Meter
10 1 (0.28%) Tandem
Operating Systems
1 11 (3.09%) Windows
2 6 (1.69%) Unix
3 4 (1.12%) Linux
4 1 (0.28%) Windows Server
4 1 (0.28%) Windows Server 2012
Processes & Methodologies
1 226 (63.48%) Business Intelligence
2 143 (40.17%) ETL
3 103 (28.93%) Agile Software Development
4 73 (20.51%) Data Modelling
5 71 (19.94%) Analytics
6 58 (16.29%) Data Analysis
7 51 (14.33%) Problem-Solving
8 45 (12.64%) Visualisation
9 37 (10.39%) SDLC
10 36 (10.11%) Data Visualisation
10 36 (10.11%) Scrum
11 31 (8.71%) Change Management
11 31 (8.71%) MVC
12 30 (8.43%) Migration
13 27 (7.58%) Coaching
13 27 (7.58%) Data Analytics
14 25 (7.02%) Data Strategy
15 24 (6.74%) Responsive Web Design
15 24 (6.74%) SOA
16 23 (6.46%) Performance Tuning
Programming Languages
1 247 (69.38%) SQL
2 110 (30.90%) T-SQL
3 42 (11.80%) JavaScript
4 31 (8.71%) Java
5 23 (6.46%) C#
5 23 (6.46%) Python
6 21 (5.90%) PHP
7 20 (5.62%) VBA
8 19 (5.34%) PowerShell
9 17 (4.78%) Ruby
10 15 (4.21%) Go
11 13 (3.65%) C
12 12 (3.37%) Data Analysis Expressions (DAX)
13 7 (1.97%) PL/SQL
14 4 (1.12%) Scala
14 4 (1.12%) VB
15 2 (0.56%) R
15 2 (0.56%) VB.NET
16 1 (0.28%) ABAP
16 1 (0.28%) VBScript
Qualifications
1 41 (11.52%) Degree
2 13 (3.65%) Computer Science Degree
3 10 (2.81%) Security Cleared
4 9 (2.53%) SC Cleared
5 8 (2.25%) Microsoft Certification
6 7 (1.97%) MCP
6 7 (1.97%) MCSA
6 7 (1.97%) TOGAF Certification
7 5 (1.40%) Master's Degree
8 4 (1.12%) ISEB
9 3 (0.84%) PRINCE2 Certification
10 2 (0.56%) AWS Certification
11 1 (0.28%) Numerate Degree
Quality Assurance & Compliance
1 17 (4.78%) Data Quality
2 15 (4.21%) QA
3 7 (1.97%) GDPR
4 5 (1.40%) Web Application Security Consortium
5 1 (0.28%) ISO/IEC 27001
System Software
1 4 (1.12%) Active Directory
2 3 (0.84%) Docker
Systems Management
1 9 (2.53%) Systems Management Server (SMS)
2 5 (1.40%) SQL Sentry
3 4 (1.12%) Ansible
3 4 (1.12%) Opscode Chef
3 4 (1.12%) Puppet
4 2 (0.56%) Mesos
5 1 (0.28%) HP ALM
5 1 (0.28%) Single Sign-On
Vendors
1 127 (35.67%) Microsoft
2 45 (12.64%) Tableau
3 27 (7.58%) SAP
4 26 (7.30%) Oracle
5 13 (3.65%) Cognos
5 13 (3.65%) Google
6 11 (3.09%) Informatica
7 10 (2.81%) Teradata
8 8 (2.25%) Adobe
9 6 (1.69%) New Relic
9 6 (1.69%) Sun
10 4 (1.12%) Ab Initio
10 4 (1.12%) Cisco
10 4 (1.12%) Talend
10 4 (1.12%) Twitter
10 4 (1.12%) VMware
11 3 (0.84%) Tealeaf
12 2 (0.56%) Blue Prism
12 2 (0.56%) Salesforce.com
12 2 (0.56%) Sybase