Period
to 19 October 2017

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 19 October 2017 with a comparison to the same period in the previous 2 years.

Data Warehousing
England > North West
6 months to
19 Oct 2017
Same period 2016 Same period 2015
Rank 100 100 80
Rank change year-on-year 0 -20 -1
Permanent jobs citing Data Warehouse 395 368 462
As % of all permanent IT jobs advertised in the North West 3.09% 3.02% 3.51%
As % of the Database & Business Intelligence category 9.16% 8.97% 9.98%
Number of salaries quoted 346 317 374
North West median annual salary £40,000 £42,500 £40,000
Median salary % change year-on-year -5.88% +6.25% -4.76%
10th Percentile £31,250 £30,500 £28,250
90th Percentile £62,500 £61,250 £53,750
England median annual salary £51,000 £55,000 £50,000
% change year-on-year -7.27% +10.00% -4.76%

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 4311 4102 4629
As % of all permanent IT jobs advertised in the North West 33.72% 33.69% 35.13%
Number of salaries quoted 3636 3549 3956
North West median annual salary £42,081 £40,000 £40,000
Median salary % change year-on-year +5.20% - +6.67%
10th Percentile £27,500 £26,250 £26,250
90th Percentile £62,500 £58,750 £55,000
England median annual salary £50,000 £47,500 £45,000
% 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 19 October 2017.

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 19 October 2017. 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 -9 253 £40,000 -8.57% 20
Cheshire +2 80 £42,500 - 11
Merseyside -14 30 £42,500 - 3
Lancashire +20 28 £40,000 +6.67% 4
Cumbria - 1 £37,500 -
Data Warehouse
England

For the 6 months to 19 October 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 North West region with a requirement for Data Warehouse.

1 324 (82.03%) Business Intelligence
2 297 (75.19%) SQL
3 278 (70.38%) SQL Server
4 245 (62.03%) SQL Server Integration Services
5 225 (56.96%) SQL Server Reporting Services
6 174 (44.05%) SQL Server Analysis Services
7 167 (42.28%) Microsoft
8 159 (40.25%) ETL
9 154 (38.99%) T-SQL
10 105 (26.58%) Finance
11 95 (24.05%) Agile Software Development
12 77 (19.49%) SQL Server 2014
12 77 (19.49%) Microsoft Analysis Services
13 76 (19.24%) SQL Server 2016
14 75 (18.99%) Power BI
15 58 (14.68%) Analytics
15 58 (14.68%) Retail
16 54 (13.67%) Oracle
17 52 (13.16%) SQL Server 2012
18 48 (12.15%) Data Modelling
19 47 (11.90%) Analytical Skills
20 46 (11.65%) Tableau
20 46 (11.65%) Microsoft Excel
21 40 (10.13%) Degree
21 40 (10.13%) Data Quality
22 39 (9.87%) Visualisation
23 38 (9.62%) .NET
24 37 (9.37%) Kimball Methodology
25 36 (9.11%) E-Commerce
25 36 (9.11%) Cognos

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 24 (6.08%) SharePoint
2 12 (3.04%) SAS
3 11 (2.78%) OpenROAD
4 7 (1.77%) nginx
4 7 (1.77%) OpenEdge
5 6 (1.52%) BizTalk Server
6 4 (1.01%) Apache Spark
Applications
1 46 (11.65%) Microsoft Excel
2 13 (3.29%) SPSS
3 8 (2.03%) Microsoft Office
4 3 (0.76%) Microsoft PowerPoint
Business Applications
1 7 (1.77%) Dynamics CRM
2 6 (1.52%) Cognos Business Intelligence
2 6 (1.52%) Cognos TM1
3 5 (1.27%) Dynamics NAV
4 4 (1.01%) Oracle EBS
4 4 (1.01%) Oracle ERP
5 2 (0.51%) Dynamics AX
5 2 (0.51%) SAP Business One
6 1 (0.25%) Cognos Planning
6 1 (0.25%) HFM
Cloud Services
1 25 (6.33%) Microsoft Azure
2 10 (2.53%) Amazon ElastiCache
3 4 (1.01%) Cloud Computing
4 2 (0.51%) Amazon AWS
4 2 (0.51%) Google Play
5 1 (0.25%) Azure Data Factory
5 1 (0.25%) Dynamics 365
Communications & Networking
1 11 (2.78%) Internet
2 10 (2.53%) HTTP
3 7 (1.77%) SSL
4 6 (1.52%) Intranet
5 3 (0.76%) SMS
Database & Business Intelligence
1 278 (70.38%) SQL Server
2 245 (62.03%) SQL Server Integration Services
3 225 (56.96%) SQL Server Reporting Services
4 174 (44.05%) SQL Server Analysis Services
5 77 (19.49%) Microsoft Analysis Services
5 77 (19.49%) SQL Server 2014
6 76 (19.24%) SQL Server 2016
7 75 (18.99%) Power BI
8 52 (13.16%) SQL Server 2012
9 34 (8.61%) QlikView
10 30 (7.59%) SQL Server 2008
11 27 (6.84%) Big Data
12 24 (6.08%) NoSQL
13 21 (5.32%) DTS
13 21 (5.32%) MySQL
13 21 (5.32%) Relational Database
14 15 (3.80%) BusinessObjects
14 15 (3.80%) Crystal Reports
15 13 (3.29%) RDBMS
15 13 (3.29%) SQL Server 2005
Development Applications
1 31 (7.85%) Visual Studio
2 15 (3.80%) Team Foundation Server
3 13 (3.29%) Git (software)
3 13 (3.29%) Subversion
4 12 (3.04%) SQL Server Management Studio (SSMS)
5 6 (1.52%) JIRA
6 3 (0.76%) Talend Open Studio
7 2 (0.51%) Selenium
7 2 (0.51%) WebDriver
7 2 (0.51%) Zephyr
8 1 (0.25%) SoapUI
General
1 105 (26.58%) Finance
2 58 (14.68%) Retail
3 22 (5.57%) Games
4 13 (3.29%) Back Office
4 13 (3.29%) Marketing
5 9 (2.28%) Advertising
6 6 (1.52%) Manufacturing
7 5 (1.27%) Banking
8 1 (0.25%) Billing
8 1 (0.25%) Legal
Job Titles
1 257 (65.06%) Developer
2 151 (38.23%) Business Intelligence Developer
3 142 (35.95%) SQL Developer
4 89 (22.53%) SQL Server Developer
5 86 (21.77%) SQL BI Developer
6 55 (13.92%) Analyst
7 54 (13.67%) Data Warehouse Developer
8 48 (12.15%) SQL Server BI Developer
9 37 (9.37%) DBA
10 34 (8.61%) Business Developer
10 34 (8.61%) SQL Server Data Warehouse Developer
11 33 (8.35%) SSRS Developer
12 30 (7.59%) SQL DBA
13 27 (6.84%) Senior Developer
14 20 (5.06%) SQL Analyst
15 19 (4.81%) Architect
15 19 (4.81%) Microsoft BI Developer
16 17 (4.30%) Database Developer
17 16 (4.05%) Senior Business Intelligence Developer
18 15 (3.80%) Report Developer
Libraries, Frameworks & Software Standards
1 38 (9.62%) .NET
2 32 (8.10%) XML
3 28 (7.09%) CSS
3 28 (7.09%) JSON
4 24 (6.08%) REST
4 24 (6.08%) Web Services
5 22 (5.57%) SOAP
6 17 (4.30%) ASP.NET
6 17 (4.30%) HTML
7 16 (4.05%) HTML5
8 15 (3.80%) jQuery
9 13 (3.29%) Ajax
9 13 (3.29%) AngularJS
10 11 (2.78%) CSS3
11 10 (2.53%) RESTful
11 10 (2.53%) Spring
11 10 (2.53%) Spring Boot
11 10 (2.53%) Spring MVC
11 10 (2.53%) XSL
12 8 (2.03%) YUI
Miscellaneous
1 47 (11.90%) Analytical Skills
2 24 (6.08%) Computer Science
3 20 (5.06%) Data Structures
4 19 (4.81%) Replication
5 15 (3.80%) iPad
5 15 (3.80%) Management Information System
6 13 (3.29%) BBC
6 13 (3.29%) Social Media
7 10 (2.53%) Greenfield Project
8 9 (2.28%) Mobile App
8 9 (2.28%) NHS
9 7 (1.77%) Renewable Energy
10 6 (1.52%) Clustering
10 6 (1.52%) User Experience
11 5 (1.27%) Fintech
11 5 (1.27%) Semantic Web
12 4 (1.01%) Virtual Team
13 3 (0.76%) Enterprise Software
14 2 (0.51%) Credit Risk
14 2 (0.51%) iPhone
Operating Systems
1 16 (4.05%) Windows
2 6 (1.52%) Windows Server 2008
2 6 (1.52%) Windows Server 2012
3 5 (1.27%) Linux
3 5 (1.27%) Unix
4 2 (0.51%) Android
Processes & Methodologies
1 324 (82.03%) Business Intelligence
2 159 (40.25%) ETL
3 95 (24.05%) Agile Software Development
4 58 (14.68%) Analytics
5 48 (12.15%) Data Modelling
6 39 (9.87%) Visualisation
7 37 (9.37%) Kimball Methodology
8 36 (9.11%) E-Commerce
9 34 (8.61%) Performance Tuning
10 33 (8.35%) Data Management
11 32 (8.10%) Data Analysis
12 21 (5.32%) Data Visualisation
13 18 (4.56%) Data Integration
14 16 (4.05%) Performance Optimisation
15 15 (3.80%) Continuous Integration
15 15 (3.80%) Master Data Management
15 15 (3.80%) MVC
16 14 (3.54%) Mathematics
17 13 (3.29%) Machine Learning
17 13 (3.29%) Migration
Programming Languages
1 297 (75.19%) SQL
2 154 (38.99%) T-SQL
3 27 (6.84%) Python
4 21 (5.32%) C#
5 18 (4.56%) JavaScript
6 17 (4.30%) Java
7 12 (3.04%) Ruby
8 10 (2.53%) Go
8 10 (2.53%) PHP
8 10 (2.53%) VBA
9 8 (2.03%) R
10 7 (1.77%) C
10 7 (1.77%) VB
11 5 (1.27%) PL/SQL
11 5 (1.27%) Shell Script
11 5 (1.27%) TypeScript
12 3 (0.76%) ANSI SQL
12 3 (0.76%) VBScript
13 2 (0.51%) Data Analysis Expressions (DAX)
13 2 (0.51%) VB.NET
Qualifications
1 40 (10.13%) Degree
2 17 (4.30%) Computer Science Degree
3 5 (1.27%) Microsoft Certification
3 5 (1.27%) PhD
4 4 (1.01%) ISEB
4 4 (1.01%) ISTQB
5 3 (0.76%) Master's Degree
6 2 (0.51%) MCP
7 1 (0.25%) HND
7 1 (0.25%) ITIL Certification
7 1 (0.25%) MCDBA
7 1 (0.25%) MCPD
7 1 (0.25%) MCSE
7 1 (0.25%) MCTS
7 1 (0.25%) Numerate Degree
Quality Assurance & Compliance
1 40 (10.13%) Data Quality
2 13 (3.29%) QA
3 4 (1.01%) GDPR
4 3 (0.76%) Web Application Security Consortium
System Software
1 6 (1.52%) VMware Infrastructure
Systems Management
1 4 (1.01%) Failover Clustering
1 4 (1.01%) Perfmon
2 1 (0.25%) Systems Management Server (SMS)
Vendors
1 167 (42.28%) Microsoft
2 54 (13.67%) Oracle
3 46 (11.65%) Tableau
4 36 (9.11%) Cognos
5 16 (4.05%) SAP
6 15 (3.80%) Google
7 14 (3.54%) Teradata
8 13 (3.29%) Apple
8 13 (3.29%) Facebook
8 13 (3.29%) Sony
8 13 (3.29%) Yahoo!
9 12 (3.04%) Informatica
10 11 (2.78%) Actian
10 11 (2.78%) IBM
11 8 (2.03%) Cisco
12 7 (1.77%) Verint
13 6 (1.52%) VMware
14 5 (1.27%) Alteryx
15 4 (1.01%) hybris
16 3 (0.76%) Talend