Period
to 17 August 2018

The following table provides summary statistics for permanent job vacancies advertised in Cheshire 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 17 August 2018 with a comparison to the same period in the previous 2 years.

Data Warehousing
North West > Cheshire
6 months to
17 Aug 2018
Same period 2017 Same period 2016
Rank 86 77 85
Rank change year-on-year -9 +8 -39
Permanent jobs citing Data Warehouse 83 90 57
As % of all permanent IT jobs advertised in Cheshire 2.84% 3.32% 2.61%
As % of the Database & Business Intelligence category 9.16% 9.91% 8.23%
Number of salaries quoted 83 84 46
Cheshire median annual salary £45,000 £41,250 £41,250
Median salary % change year-on-year +9.09% - +3.13%
10th Percentile £32,500 £31,250 £27,000
90th Percentile £72,500 £58,750 £63,125
North West median annual salary £45,000 £40,000 £43,500
% change year-on-year +12.50% -8.05% +8.75%

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 Cheshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Cheshire
Permanent vacancies with a requirement for database or business intelligence skills 906 908 693
As % of all permanent IT jobs advertised in Cheshire 31.02% 33.48% 31.69%
Number of salaries quoted 736 748 613
Cheshire median annual salary £42,500 £40,000 £37,500
Median salary % change year-on-year +6.25% +6.67% -6.25%
10th Percentile £28,250 £27,500 £25,000
90th Percentile £65,000 £57,500 £54,750
North West median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - -

Data Warehouse
Job Vacancy Trend in Cheshire

Job postings citing Data Warehouse as a percentage of all IT jobs advertised in Cheshire.

Job vacancy trend for Data Warehouse in Cheshire

Data Warehouse
Salary Trend in Cheshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Warehouse in Cheshire.

Salary trend for Data Warehouse in Cheshire

Data Warehouse
Salary Histogram in Cheshire

The salary distribution of IT jobs citing Data Warehouse in Cheshire over the 6 months to 17 August 2018.

Salary histogram for Data Warehouse in Cheshire

Data Warehouse
Job Locations in Cheshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Warehouse within the Cheshire region over the 6 months to 17 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
Warrington +1 39 £42,500 +6.25% 2
Chester -2 18 £65,000 +44.44% 1
Crewe -2 6 £42,500 -26.09% 1
Knutsford -1 4 £75,000 +114.29%
Wilmslow - 4 £40,000 -
Macclesfield +1 3 £30,000 -33.33%
Northwich +2 1 £52,500 -
Runcorn - 1 £42,500 - 2
Data Warehouse
North West

For the 6 months to 17 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 Cheshire region with a requirement for Data Warehouse.

1 61 (73.49%) SQL
2 60 (72.29%) SQL Server
3 55 (66.27%) Business Intelligence
3 55 (66.27%) SQL Server Integration Services
4 45 (54.22%) ETL
5 40 (48.19%) SQL Server Reporting Services
6 36 (43.37%) Microsoft
7 35 (42.17%) SQL Server Analysis Services
8 31 (37.35%) T-SQL
9 28 (33.73%) Data Analysis
10 25 (30.12%) Data Modelling
11 22 (26.51%) Agile Software Development
12 17 (20.48%) Power BI
13 13 (15.66%) C#
13 13 (15.66%) Coaching
14 12 (14.46%) Analytical Skills
14 12 (14.46%) .NET
15 11 (13.25%) Finance
15 11 (13.25%) Problem-Solving
16 10 (12.05%) ERP
16 10 (12.05%) Analytics
17 9 (10.84%) Dimensional Modelling
17 9 (10.84%) Amazon AWS
17 9 (10.84%) SAP
17 9 (10.84%) Oracle
17 9 (10.84%) Project Management
17 9 (10.84%) Microsoft Analysis Services
17 9 (10.84%) Degree
17 9 (10.84%) QlikView
18 8 (9.64%) MDX

Data Warehouse
Co-occurring IT Skills in Cheshire 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 3 (3.61%) Confluence
2 2 (2.41%) Apache Spark
2 2 (2.41%) SharePoint
3 1 (1.20%) CICS
3 1 (1.20%) SharePoint 2010
3 1 (1.20%) WebSphere
Applications
1 4 (4.82%) Microsoft Excel
1 4 (4.82%) Microsoft Office
2 2 (2.41%) Microsoft PowerPoint
3 1 (1.20%) MS Visio
3 1 (1.20%) Spreadsheet
Cloud Services
1 9 (10.84%) Amazon AWS
2 5 (6.02%) Microsoft Azure
3 4 (4.82%) IaaS
3 4 (4.82%) PaaS
4 3 (3.61%) Google Analytics
5 2 (2.41%) Cloud Computing
5 2 (2.41%) Google Cloud Platform
Communications & Networking
1 1 (1.20%) FTP
Database & Business Intelligence
1 60 (72.29%) SQL Server
2 55 (66.27%) SQL Server Integration Services
3 40 (48.19%) SQL Server Reporting Services
4 35 (42.17%) SQL Server Analysis Services
5 17 (20.48%) Power BI
6 9 (10.84%) Microsoft Analysis Services
6 9 (10.84%) QlikView
7 8 (9.64%) OLAP
7 8 (9.64%) OLAP Cube
8 6 (7.23%) SQL Server 2014
9 5 (6.02%) Biml
9 5 (6.02%) PostgreSQL
10 4 (4.82%) Relational Database
10 4 (4.82%) SQL Server 2016
10 4 (4.82%) SSDT
11 3 (3.61%) Amazon Redshift
11 3 (3.61%) MySQL
11 3 (3.61%) NoSQL
11 3 (3.61%) SQL Server 2008
11 3 (3.61%) SQL Server 2012
Development Applications
1 8 (9.64%) Jenkins
2 5 (6.02%) Git (software)
2 5 (6.02%) JIRA
2 5 (6.02%) Team Foundation Server
3 4 (4.82%) Atlassian Bamboo
3 4 (4.82%) Selenium
3 4 (4.82%) TeamCity
4 3 (3.61%) SoapUI
4 3 (3.61%) TestRail
5 2 (2.41%) SQL Server Management Studio (SSMS)
5 2 (2.41%) Visual Studio
6 1 (1.20%) SOAtest
6 1 (1.20%) Zephyr
General
1 11 (13.25%) Finance
2 8 (9.64%) Advertising
2 8 (9.64%) Marketing
3 3 (3.61%) Games
4 2 (2.41%) Banking
4 2 (2.41%) Legal
4 2 (2.41%) Retail
5 1 (1.20%) Billing
5 1 (1.20%) Investment Banking
5 1 (1.20%) Law
5 1 (1.20%) Retail Banking
Job Titles
1 52 (62.65%) Developer
2 37 (44.58%) Business Intelligence Developer
3 17 (20.48%) Business Developer
4 14 (16.87%) SQL Developer
5 13 (15.66%) Data Warehouse Developer
6 12 (14.46%) Analyst
7 9 (10.84%) SQL BI Developer
8 7 (8.43%) Consultant
8 7 (8.43%) ERP Consultant
8 7 (8.43%) IT Consultant
8 7 (8.43%) SQL Server Developer
8 7 (8.43%) Technology Consultant
9 5 (6.02%) .NET Developer
9 5 (6.02%) DBA
9 5 (6.02%) SQL Server Data Warehouse Developer
10 4 (4.82%) Administrator
10 4 (4.82%) Architect
10 4 (4.82%) Data Analyst
10 4 (4.82%) DevOps Architect
10 4 (4.82%) Test Analyst
Libraries, Frameworks & Software Standards
1 12 (14.46%) .NET
2 8 (9.64%) MDX
3 7 (8.43%) Web Services
4 6 (7.23%) XML
5 5 (6.02%) .NET Framework
5 5 (6.02%) ASP.NET
5 5 (6.02%) CSS
5 5 (6.02%) HTML
6 4 (4.82%) ASP.NET MVC
6 4 (4.82%) ASP.NET Web Forms
6 4 (4.82%) jQuery
6 4 (4.82%) Twitter Bootstrap
7 3 (3.61%) RESTful
7 3 (3.61%) SOAP
8 2 (2.41%) JSON
9 1 (1.20%) AngularJS
9 1 (1.20%) ASP.NET Web API
9 1 (1.20%) Entity Framework
9 1 (1.20%) J2EE
9 1 (1.20%) OAuth
Miscellaneous
1 12 (14.46%) Analytical Skills
2 3 (3.61%) Fintech
3 1 (1.20%) CMDB
3 1 (1.20%) Data Structures
3 1 (1.20%) Greenfield Project
3 1 (1.20%) Mainframe
3 1 (1.20%) Replication
3 1 (1.20%) Smart Meter
3 1 (1.20%) Social Media
3 1 (1.20%) VSAM
Operating Systems
1 2 (2.41%) Windows
2 1 (1.20%) Unix
2 1 (1.20%) Windows Server
2 1 (1.20%) Windows Server 2012
Processes & Methodologies
1 55 (66.27%) Business Intelligence
2 45 (54.22%) ETL
3 28 (33.73%) Data Analysis
4 25 (30.12%) Data Modelling
5 22 (26.51%) Agile Software Development
6 13 (15.66%) Coaching
7 11 (13.25%) Problem-Solving
8 10 (12.05%) Analytics
8 10 (12.05%) ERP
9 9 (10.84%) Dimensional Modelling
9 9 (10.84%) Project Management
10 8 (9.64%) Decision-Making
11 7 (8.43%) Artificial Intelligence
11 7 (8.43%) Change Management
11 7 (8.43%) Collaborative Working
11 7 (8.43%) Migration
12 6 (7.23%) DevOps
12 6 (7.23%) ETL Development
12 6 (7.23%) Stakeholder Management
12 6 (7.23%) Visualisation
Programming Languages
1 61 (73.49%) SQL
2 31 (37.35%) T-SQL
3 13 (15.66%) C#
4 8 (9.64%) Java
5 6 (7.23%) Data Analysis Expressions (DAX)
6 4 (4.82%) JavaScript
7 3 (3.61%) PowerShell
8 2 (2.41%) Python
8 2 (2.41%) Scala
8 2 (2.41%) VB
9 1 (1.20%) COBOL
9 1 (1.20%) Groovy
9 1 (1.20%) JCL
9 1 (1.20%) REXX
9 1 (1.20%) VB.NET
9 1 (1.20%) VBA
9 1 (1.20%) VBScript
Qualifications
1 9 (10.84%) Degree
2 3 (3.61%) ISEB
3 1 (1.20%) Microsoft Certification
Quality Assurance & Compliance
1 4 (4.82%) Data Quality
1 4 (4.82%) QA
System Software
1 3 (3.61%) Docker
Systems Management
1 4 (4.82%) Ansible
1 4 (4.82%) Opscode Chef
1 4 (4.82%) Puppet
2 2 (2.41%) Mesos
3 1 (1.20%) HP ALM
3 1 (1.20%) HP Quality Center
3 1 (1.20%) Single Sign-On
Vendors
1 36 (43.37%) Microsoft
2 9 (10.84%) Oracle
2 9 (10.84%) SAP
3 8 (9.64%) Google
4 6 (7.23%) Tableau
5 3 (3.61%) Talend
5 3 (3.61%) Twitter
6 2 (2.41%) HP
7 1 (1.20%) Ab Initio
7 1 (1.20%) CA Agile Central
7 1 (1.20%) Cognos
7 1 (1.20%) Facebook
7 1 (1.20%) Informatica
7 1 (1.20%) RedGate
7 1 (1.20%) ServiceNow
7 1 (1.20%) Vertica