Period
to 23 October 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 23 October 2018 with a comparison to the same period in the previous 2 years.

Data Warehousing
North West > Cheshire
6 months to
23 Oct 2018
Same period 2017 Same period 2016
Rank 76 95 92
Rank change year-on-year +19 -3 -50
Permanent jobs citing Data Warehouse 89 80 55
As % of all permanent IT jobs advertised in Cheshire 3.33% 2.81% 2.49%
As % of the Database & Business Intelligence category 10.80% 8.88% 7.79%
Number of salaries quoted 100 76 50
Cheshire median annual salary £45,000 £43,000 £42,500
Median salary % change year-on-year +4.65% +1.18% +6.25%
10th Percentile £32,450 £29,375 £27,000
90th Percentile £72,500 £58,750 £78,125
North West median annual salary £45,000 £40,000 £42,500
% change year-on-year +12.50% -5.88% +6.25%

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 824 901 706
As % of all permanent IT jobs advertised in Cheshire 30.80% 31.61% 31.99%
Number of salaries quoted 674 750 642
Cheshire median annual salary £44,000 £42,500 £36,500
Median salary % change year-on-year +3.53% +16.44% -8.75%
10th Percentile £28,750 £27,500 £25,000
90th Percentile £65,000 £60,000 £56,125
North West median annual salary £45,000 £42,500 £40,000
% change year-on-year +5.88% +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 23 October 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 23 October 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 +8 34 £41,000 +2.50% 5
Chester +18 28 £70,000 +58.19% 2
Crewe +8 5 £42,500 -26.09%
Knutsford +14 4 £75,000 +100.00%
Wilmslow - 4 £40,000 -
Runcorn - 4 £42,500 -
Northwich - 1 £52,500 -
Ellesmere Port - 1 £52,500 -
Data Warehouse
North West

For the 6 months to 23 October 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 62 (69.66%) SQL
2 59 (66.29%) SQL Server
3 56 (62.92%) Business Intelligence
4 55 (61.80%) SQL Server Integration Services
5 50 (56.18%) ETL
6 38 (42.70%) SQL Server Reporting Services
7 35 (39.33%) SQL Server Analysis Services
8 34 (38.20%) Data Analysis
8 34 (38.20%) Microsoft
9 32 (35.96%) T-SQL
10 24 (26.97%) Agile Software Development
10 24 (26.97%) Data Modelling
11 15 (16.85%) Coaching
12 14 (15.73%) Problem-Solving
12 14 (15.73%) Finance
13 13 (14.61%) Analytical Skills
14 12 (13.48%) Analytics
14 12 (13.48%) .NET
15 10 (11.24%) ERP
15 10 (11.24%) SAP
15 10 (11.24%) Power BI
16 9 (10.11%) OLAP Cube
16 9 (10.11%) Decision-Making
16 9 (10.11%) Jenkins
16 9 (10.11%) DevOps
16 9 (10.11%) Git (software)
16 9 (10.11%) Configuration Management
16 9 (10.11%) Project Management
16 9 (10.11%) Oracle
16 9 (10.11%) OLAP

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 2 (2.25%) SharePoint
2 1 (1.12%) Apache Spark
2 1 (1.12%) CICS
2 1 (1.12%) Confluence
2 1 (1.12%) WebSphere
Applications
1 4 (4.49%) Microsoft Office
2 3 (3.37%) Microsoft PowerPoint
3 2 (2.25%) Microsoft Excel
3 2 (2.25%) Spreadsheet
4 1 (1.12%) MS Visio
Cloud Services
1 8 (8.99%) IaaS
1 8 (8.99%) PaaS
2 5 (5.62%) Amazon AWS
3 2 (2.25%) Google Analytics
3 2 (2.25%) Microsoft Azure
4 1 (1.12%) Cloud Computing
4 1 (1.12%) Google Cloud Platform
4 1 (1.12%) Trello
Communications & Networking
1 2 (2.25%) Internet
2 1 (1.12%) FTP
Database & Business Intelligence
1 59 (66.29%) SQL Server
2 55 (61.80%) SQL Server Integration Services
3 38 (42.70%) SQL Server Reporting Services
4 35 (39.33%) SQL Server Analysis Services
5 10 (11.24%) Power BI
6 9 (10.11%) OLAP
6 9 (10.11%) OLAP Cube
7 8 (8.99%) QlikView
8 7 (7.87%) Microsoft Analysis Services
9 6 (6.74%) SQL Server 2014
10 5 (5.62%) PostgreSQL
10 5 (5.62%) SQL Server 2016
11 4 (4.49%) Relational Database
11 4 (4.49%) SQL Server 2008
11 4 (4.49%) SSDT
12 3 (3.37%) Amazon Redshift
12 3 (3.37%) MySQL
12 3 (3.37%) SQL Server 2012
13 2 (2.25%) Hadoop
13 2 (2.25%) Qlik Sense
Development Applications
1 9 (10.11%) Git (software)
1 9 (10.11%) Jenkins
2 8 (8.99%) Atlassian Bamboo
2 8 (8.99%) TeamCity
3 4 (4.49%) JIRA
4 2 (2.25%) Zephyr
5 1 (1.12%) Selenium
5 1 (1.12%) SOAtest
5 1 (1.12%) SQL Server Management Studio (SSMS)
5 1 (1.12%) Visual Studio
General
1 14 (15.73%) Finance
2 8 (8.99%) Advertising
2 8 (8.99%) Marketing
3 3 (3.37%) Retail
4 2 (2.25%) Banking
4 2 (2.25%) Games
5 1 (1.12%) Billing
5 1 (1.12%) Investment Banking
5 1 (1.12%) Law
5 1 (1.12%) Legal
5 1 (1.12%) Retail Banking
Job Titles
1 52 (58.43%) Developer
2 32 (35.96%) Business Intelligence Developer
3 20 (22.47%) SQL Developer
4 18 (20.22%) Business Developer
5 13 (14.61%) Analyst
6 12 (13.48%) Data Warehouse Developer
7 10 (11.24%) DBA
8 8 (8.99%) Architect
8 8 (8.99%) DevOps Architect
8 8 (8.99%) SQL BI Developer
9 7 (7.87%) Consultant
9 7 (7.87%) ERP Consultant
9 7 (7.87%) IT Consultant
9 7 (7.87%) SQL Server Developer
9 7 (7.87%) SSIS Developer
9 7 (7.87%) Technology Consultant
10 5 (5.62%) Data Analyst
10 5 (5.62%) SQL DBA
10 5 (5.62%) SSAS Developer
11 4 (4.49%) Business Intelligence Analyst
Libraries, Frameworks & Software Standards
1 12 (13.48%) .NET
2 3 (3.37%) MDX
2 3 (3.37%) Web Services
2 3 (3.37%) XML
3 1 (1.12%) .NET Framework
3 1 (1.12%) ASP.NET
3 1 (1.12%) ASP.NET MVC
3 1 (1.12%) CSS
3 1 (1.12%) Entity Framework
3 1 (1.12%) HTML
3 1 (1.12%) J2EE
3 1 (1.12%) JSON
Miscellaneous
1 13 (14.61%) Analytical Skills
2 6 (6.74%) Driving Licence
3 5 (5.62%) NHS
4 4 (4.49%) Replication
5 2 (2.25%) Fintech
5 2 (2.25%) Greenfield Project
6 1 (1.12%) Clustering
6 1 (1.12%) CMDB
6 1 (1.12%) Data Structures
6 1 (1.12%) Mainframe
6 1 (1.12%) Smart Meter
6 1 (1.12%) VSAM
Operating Systems
1 2 (2.25%) Windows
2 1 (1.12%) Unix
2 1 (1.12%) Windows Server
2 1 (1.12%) Windows Server 2012
Processes & Methodologies
1 56 (62.92%) Business Intelligence
2 50 (56.18%) ETL
3 34 (38.20%) Data Analysis
4 24 (26.97%) Agile Software Development
4 24 (26.97%) Data Modelling
5 15 (16.85%) Coaching
6 14 (15.73%) Problem-Solving
7 12 (13.48%) Analytics
8 10 (11.24%) ERP
9 9 (10.11%) Configuration Management
9 9 (10.11%) Decision-Making
9 9 (10.11%) DevOps
9 9 (10.11%) Project Management
10 8 (8.99%) Data Analytics
10 8 (8.99%) Dimensional Modelling
10 8 (8.99%) Presales
10 8 (8.99%) Visualisation
11 7 (7.87%) Artificial Intelligence
11 7 (7.87%) Change Management
11 7 (7.87%) Data Management
Programming Languages
1 62 (69.66%) SQL
2 32 (35.96%) T-SQL
3 8 (8.99%) C#
4 6 (6.74%) Java
5 5 (5.62%) PowerShell
6 2 (2.25%) Data Analysis Expressions (DAX)
6 2 (2.25%) VB
6 2 (2.25%) VBA
7 1 (1.12%) COBOL
7 1 (1.12%) JavaScript
7 1 (1.12%) JCL
7 1 (1.12%) Python
7 1 (1.12%) REXX
7 1 (1.12%) Scala
7 1 (1.12%) VB.NET
7 1 (1.12%) VBScript
Qualifications
1 8 (8.99%) Degree
2 1 (1.12%) Microsoft Certification
Quality Assurance & Compliance
1 4 (4.49%) Data Quality
2 1 (1.12%) QA
Systems Management
1 8 (8.99%) Ansible
1 8 (8.99%) Opscode Chef
1 8 (8.99%) Puppet
2 2 (2.25%) HP ALM
2 2 (2.25%) Mesos
3 1 (1.12%) HP Quality Center
Vendors
1 34 (38.20%) Microsoft
2 10 (11.24%) SAP
3 9 (10.11%) Oracle
4 6 (6.74%) Google
5 4 (4.49%) Tableau
6 3 (3.37%) Cognos
6 3 (3.37%) HP
7 2 (2.25%) Hyperion
7 2 (2.25%) Talend
7 2 (2.25%) Twitter
8 1 (1.12%) Ab Initio
8 1 (1.12%) CA Agile Central
8 1 (1.12%) Informatica
8 1 (1.12%) ServiceNow