Period
to 21 November 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 21 November 2017 with a comparison to the same period in the previous 2 years.

Data Warehousing
England > North West
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 100 99 90
Rank change year-on-year -1 -9 -9
Permanent jobs citing Data Warehouse 407 379 417
As % of all permanent IT jobs advertised in the North West 3.05% 3.05% 3.22%
As % of the Database & Business Intelligence category 9.42% 8.86% 9.36%
Number of salaries quoted 361 325 338
North West median annual salary £42,500 £42,500 £40,000
Median salary % change year-on-year - +6.25% -5.88%
10th Percentile £31,250 £30,750 £28,250
90th Percentile £62,500 £60,000 £56,550
England median annual salary £51,750 £55,000 £50,000
% change year-on-year -5.91% +10.00% -5.66%

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 4319 4278 4453
As % of all permanent IT jobs advertised in the North West 32.40% 34.39% 34.41%
Number of salaries quoted 3666 3706 3828
North West median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - +5.26%
10th Percentile £27,500 £26,250 £26,250
90th Percentile £61,250 £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 21 November 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 21 November 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 -11 252 £40,500 -7.95% 13
Cheshire +6 89 £45,000 +5.88% 10
Merseyside +3 35 £42,500 +6.25% 3
Lancashire +16 27 £40,000 +3.23% 3
Cumbria - 1 £37,500 -
Data Warehouse
England

For the 6 months to 21 November 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.

1 322 (79.12%) Business Intelligence
2 287 (70.52%) SQL
3 276 (67.81%) SQL Server
4 245 (60.20%) SQL Server Integration Services
5 227 (55.77%) SQL Server Reporting Services
6 178 (43.73%) SQL Server Analysis Services
7 166 (40.79%) ETL
8 152 (37.35%) T-SQL
9 149 (36.61%) Microsoft
10 103 (25.31%) Finance
11 88 (21.62%) Agile Software Development
12 86 (21.13%) Power BI
13 79 (19.41%) Microsoft Analysis Services
14 77 (18.92%) SQL Server 2014
15 74 (18.18%) SQL Server 2016
16 62 (15.23%) Analytics
17 57 (14.00%) Oracle
18 55 (13.51%) Analytical Skills
19 54 (13.27%) Data Modelling
20 53 (13.02%) Tableau
21 51 (12.53%) Visualisation
22 45 (11.06%) Data Analysis
22 45 (11.06%) SQL Server 2012
23 43 (10.57%) Retail
23 43 (10.57%) Cognos
24 42 (10.32%) Degree
25 41 (10.07%) QlikView
25 41 (10.07%) Kimball Methodology
26 40 (9.83%) Performance Tuning
27 39 (9.58%) Microsoft Excel

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 17 (4.18%) SharePoint
2 9 (2.21%) SAS
3 8 (1.97%) nginx
3 8 (1.97%) OpenROAD
4 6 (1.47%) BizTalk Server
5 4 (0.98%) Apache Spark
6 3 (0.74%) OpenEdge
7 1 (0.25%) Confluence
Applications
1 39 (9.58%) Microsoft Excel
2 10 (2.46%) Microsoft Office
2 10 (2.46%) SPSS
3 1 (0.25%) Microsoft PowerPoint
Business Applications
1 7 (1.72%) Cognos TM1
2 6 (1.47%) Cognos Business Intelligence
3 4 (0.98%) Oracle EBS
3 4 (0.98%) Oracle ERP
4 3 (0.74%) Cognos Planning
5 2 (0.49%) SAP Business One
6 1 (0.25%) Dynamics CRM
6 1 (0.25%) Dynamics NAV
Cloud Services
1 26 (6.39%) Microsoft Azure
2 13 (3.19%) Amazon ElastiCache
3 7 (1.72%) Cloud Computing
4 2 (0.49%) Google Analytics
5 1 (0.25%) Amazon AWS
5 1 (0.25%) GitHub
Communications & Networking
1 18 (4.42%) Internet
2 13 (3.19%) HTTP
3 8 (1.97%) SSL
4 3 (0.74%) Intranet
4 3 (0.74%) SMS
Database & Business Intelligence
1 276 (67.81%) SQL Server
2 245 (60.20%) SQL Server Integration Services
3 227 (55.77%) SQL Server Reporting Services
4 178 (43.73%) SQL Server Analysis Services
5 86 (21.13%) Power BI
6 79 (19.41%) Microsoft Analysis Services
7 77 (18.92%) SQL Server 2014
8 74 (18.18%) SQL Server 2016
9 45 (11.06%) SQL Server 2012
10 41 (10.07%) QlikView
11 29 (7.13%) MySQL
12 25 (6.14%) Big Data
12 25 (6.14%) SQL Server 2008
13 24 (5.90%) NoSQL
14 22 (5.41%) BusinessObjects
15 21 (5.16%) DTS
16 18 (4.42%) Relational Database
17 13 (3.19%) Redis
18 12 (2.95%) Hadoop
18 12 (2.95%) RDBMS
Development Applications
1 29 (7.13%) Visual Studio
2 18 (4.42%) Git (software)
3 15 (3.69%) Team Foundation Server
4 13 (3.19%) SQL Server Management Studio (SSMS)
5 10 (2.46%) Subversion
6 9 (2.21%) JIRA
7 3 (0.74%) Talend Open Studio
8 2 (0.49%) Selenium
8 2 (0.49%) WebDriver
8 2 (0.49%) Zephyr
9 1 (0.25%) SoapUI
9 1 (0.25%) Visual Studio Team System
General
1 103 (25.31%) Finance
2 43 (10.57%) Retail
3 23 (5.65%) Games
4 11 (2.70%) Advertising
5 10 (2.46%) Marketing
6 9 (2.21%) Back Office
7 6 (1.47%) Manufacturing
8 4 (0.98%) Banking
8 4 (0.98%) Billing
9 3 (0.74%) Legal
Job Titles
1 250 (61.43%) Developer
2 144 (35.38%) Business Intelligence Developer
3 141 (34.64%) SQL Developer
4 82 (20.15%) SQL BI Developer
5 81 (19.90%) SQL Server Developer
6 50 (12.29%) Analyst
7 48 (11.79%) Data Warehouse Developer
8 43 (10.57%) SQL Server BI Developer
9 39 (9.58%) DBA
10 37 (9.09%) Business Developer
11 32 (7.86%) SQL DBA
11 32 (7.86%) SQL Server Data Warehouse Developer
12 31 (7.62%) Architect
13 27 (6.63%) SSRS Developer
14 23 (5.65%) Data Architect
15 19 (4.67%) Senior Developer
16 16 (3.93%) Data Analyst
16 16 (3.93%) SQL Analyst
17 15 (3.69%) Microsoft BI Developer
17 15 (3.69%) SQL Server DBA
Libraries, Frameworks & Software Standards
1 31 (7.62%) .NET
2 29 (7.13%) Web Services
3 28 (6.88%) CSS
3 28 (6.88%) XML
4 25 (6.14%) REST
5 24 (5.90%) JSON
6 22 (5.41%) SOAP
7 20 (4.91%) HTML
8 16 (3.93%) HTML5
9 14 (3.44%) ASP.NET
9 14 (3.44%) CSS3
10 13 (3.19%) jQuery
10 13 (3.19%) RESTful
10 13 (3.19%) Spring
10 13 (3.19%) Spring Boot
10 13 (3.19%) Spring MVC
10 13 (3.19%) XSL
11 11 (2.70%) Ajax
11 11 (2.70%) AngularJS
12 9 (2.21%) YUI
Miscellaneous
1 55 (13.51%) Analytical Skills
2 29 (7.13%) Computer Science
3 17 (4.18%) Data Structures
4 14 (3.44%) Replication
4 14 (3.44%) Virtual Team
5 13 (3.19%) Greenfield Project
5 13 (3.19%) Management Information System
6 11 (2.70%) Mobile App
7 10 (2.46%) iPad
7 10 (2.46%) NHS
8 9 (2.21%) BBC
8 9 (2.21%) Social Media
9 8 (1.97%) Fintech
10 5 (1.23%) Enterprise Software
10 5 (1.23%) Semantic Web
11 4 (0.98%) User Experience
12 3 (0.74%) Renewable Energy
13 2 (0.49%) Clustering
13 2 (0.49%) Credit Risk
13 2 (0.49%) Data Centre
Operating Systems
1 17 (4.18%) Windows
2 6 (1.47%) Windows Server 2008
2 6 (1.47%) Windows Server 2012
3 3 (0.74%) Linux
4 2 (0.49%) Android
4 2 (0.49%) Apple iOS
4 2 (0.49%) Unix
Processes & Methodologies
1 322 (79.12%) Business Intelligence
2 166 (40.79%) ETL
3 88 (21.62%) Agile Software Development
4 62 (15.23%) Analytics
5 54 (13.27%) Data Modelling
6 51 (12.53%) Visualisation
7 45 (11.06%) Data Analysis
8 41 (10.07%) Kimball Methodology
9 40 (9.83%) Performance Tuning
10 35 (8.60%) Data Management
11 30 (7.37%) Data Visualisation
12 26 (6.39%) E-Commerce
13 25 (6.14%) Master Data Management
14 24 (5.90%) Data Integration
15 19 (4.67%) MVC
15 19 (4.67%) Web Development
16 17 (4.18%) Data Governance
16 17 (4.18%) ETL Development
16 17 (4.18%) OO
17 15 (3.69%) Continuous Integration
Programming Languages
1 287 (70.52%) SQL
2 152 (37.35%) T-SQL
3 34 (8.35%) Python
4 22 (5.41%) C#
5 21 (5.16%) Java
6 20 (4.91%) JavaScript
7 15 (3.69%) Go
8 14 (3.44%) Ruby
9 13 (3.19%) PHP
10 9 (2.21%) VBA
11 8 (1.97%) R
12 7 (1.72%) C
13 6 (1.47%) VBScript
14 5 (1.23%) PL/SQL
14 5 (1.23%) VB.NET
15 3 (0.74%) Erlang
15 3 (0.74%) Haskell
15 3 (0.74%) Scala
15 3 (0.74%) Shell Script
15 3 (0.74%) VB
Qualifications
1 42 (10.32%) Degree
2 19 (4.67%) Computer Science Degree
3 7 (1.72%) Microsoft Certification
4 6 (1.47%) PhD
5 5 (1.23%) Master's Degree
6 4 (0.98%) ISEB
6 4 (0.98%) ISTQB
7 3 (0.74%) MCP
8 2 (0.49%) HND
8 2 (0.49%) MCDBA
8 2 (0.49%) MCPD
8 2 (0.49%) MCTS
9 1 (0.25%) ITIL Certification
9 1 (0.25%) MCSE
9 1 (0.25%) Numerate Degree
9 1 (0.25%) PRINCE2 Certification
Quality Assurance & Compliance
1 33 (8.11%) Data Quality
2 19 (4.67%) QA
3 5 (1.23%) Web Application Security Consortium
4 4 (0.98%) GDPR
System Software
1 6 (1.47%) VMware Infrastructure
2 2 (0.49%) Docker
Systems Management
1 4 (0.98%) Failover Clustering
1 4 (0.98%) Perfmon
2 2 (0.49%) Kubernetes
2 2 (0.49%) Mesos
3 1 (0.25%) EMC NetWorker
3 1 (0.25%) Systems Management Server (SMS)
Vendors
1 149 (36.61%) Microsoft
2 57 (14.00%) Oracle
3 53 (13.02%) Tableau
4 43 (10.57%) Cognos
5 21 (5.16%) Informatica
6 20 (4.91%) SAP
7 17 (4.18%) IBM
8 15 (3.69%) Teradata
9 12 (2.95%) Google
10 9 (2.21%) Apple
10 9 (2.21%) Facebook
10 9 (2.21%) Sony
10 9 (2.21%) Yahoo!
11 8 (1.97%) Actian
12 6 (1.47%) Cisco
12 6 (1.47%) Cloudera
12 6 (1.47%) Greenplum
12 6 (1.47%) Hortonworks
12 6 (1.47%) Netezza
12 6 (1.47%) VMware