Period
to 18 November 2017

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

Data Warehousing
North West > Cheshire
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 90 100 36
Rank change year-on-year +10 -64 +11
Permanent jobs citing Data Warehouse 86 49 197
As % of all permanent IT jobs advertised in Cheshire 2.84% 2.17% 6.01%
As % of the Database & Business Intelligence category 9.45% 6.50% 15.70%
Number of salaries quoted 82 45 161
Cheshire median annual salary £43,750 £42,500 £40,000
Median salary % change year-on-year +2.94% +6.25% -5.88%
10th Percentile £27,500 £28,500 £31,500
90th Percentile £58,750 £81,250 £52,500
North West median annual salary £42,500 £42,500 £40,000
% change year-on-year - +6.25% -5.88%

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 910 754 1255
As % of all permanent IT jobs advertised in Cheshire 30.10% 33.32% 38.30%
Number of salaries quoted 756 680 1111
Cheshire median annual salary £42,500 £36,500 £40,000
Median salary % change year-on-year +16.44% -8.75% +3.90%
10th Percentile £27,500 £25,000 £26,750
90th Percentile £59,375 £55,000 £53,750
North West median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +5.26%

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 18 November 2017.

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 18 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
Warrington +19 31 £42,500 +27.82% 2
Chester -14 11 £32,500 -16.13% 1
Macclesfield +4 7 £47,500 -13.64% 1
Congleton - 4 £32,500 -
Knutsford -42 3 £40,000 -46.67%
Crewe +2 2 £46,250 +40.15%
Nantwich - 1 £32,500 - 2
Data Warehouse
North West

For the 6 months to 18 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 Cheshire region with a requirement for Data Warehouse.

1 72 (83.72%) SQL
2 66 (76.74%) Business Intelligence
3 57 (66.28%) SQL Server
4 55 (63.95%) SQL Server Reporting Services
5 46 (53.49%) T-SQL
5 46 (53.49%) SQL Server Integration Services
6 41 (47.67%) SQL Server Analysis Services
7 37 (43.02%) ETL
8 29 (33.72%) Microsoft
9 27 (31.40%) Power BI
10 23 (26.74%) Data Analysis
11 22 (25.58%) SQL Server 2014
12 20 (23.26%) Data Modelling
12 20 (23.26%) Tableau
13 18 (20.93%) Performance Tuning
14 17 (19.77%) Visualisation
15 15 (17.44%) Microsoft Analysis Services
16 14 (16.28%) Kimball Methodology
17 13 (15.12%) SQL Server 2016
17 13 (15.12%) Finance
17 13 (15.12%) Agile Software Development
18 12 (13.95%) Analytics
19 11 (12.79%) Git (software)
20 10 (11.63%) Python
20 10 (11.63%) Microsoft Excel
20 10 (11.63%) MySQL
21 9 (10.47%) QlikView
22 8 (9.30%) Crystal Reports
22 8 (9.30%) Visual Studio
22 8 (9.30%) SQL Server 2012

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 (2.33%) SharePoint
2 1 (1.16%) Apache Spark
Applications
1 10 (11.63%) Microsoft Excel
Cloud Services
1 2 (2.33%) Cloud Computing
1 2 (2.33%) Microsoft Azure
2 1 (1.16%) GitHub
2 1 (1.16%) Google Analytics
Communications & Networking
1 5 (5.81%) Internet
2 1 (1.16%) Intranet
Database & Business Intelligence
1 57 (66.28%) SQL Server
2 55 (63.95%) SQL Server Reporting Services
3 46 (53.49%) SQL Server Integration Services
4 41 (47.67%) SQL Server Analysis Services
5 27 (31.40%) Power BI
6 22 (25.58%) SQL Server 2014
7 15 (17.44%) Microsoft Analysis Services
8 13 (15.12%) SQL Server 2016
9 10 (11.63%) MySQL
10 9 (10.47%) QlikView
11 8 (9.30%) Crystal Reports
11 8 (9.30%) SQL Server 2012
12 6 (6.98%) NoSQL
12 6 (6.98%) SSDT
13 5 (5.81%) Star Schema
13 5 (5.81%) VLDB
14 4 (4.65%) Data Mining
14 4 (4.65%) MongoDB
14 4 (4.65%) OLAP
14 4 (4.65%) OLAP Cube
Development Applications
1 11 (12.79%) Git (software)
2 8 (9.30%) SQL Server Management Studio (SSMS)
2 8 (9.30%) Visual Studio
3 6 (6.98%) JIRA
4 5 (5.81%) Team Foundation Server
5 2 (2.33%) Talend Open Studio
6 1 (1.16%) SoapUI
6 1 (1.16%) Visual Studio Team System
General
1 13 (15.12%) Finance
2 7 (8.14%) Advertising
3 4 (4.65%) Marketing
4 2 (2.33%) Banking
Job Titles
1 51 (59.30%) Developer
2 33 (38.37%) SQL Developer
3 31 (36.05%) Business Intelligence Developer
4 26 (30.23%) SQL BI Developer
5 22 (25.58%) DBA
6 21 (24.42%) SQL DBA
7 15 (17.44%) Analyst
8 9 (10.47%) Data Warehouse Developer
8 9 (10.47%) SQL Server Developer
9 8 (9.30%) SQL Server DBA
9 8 (9.30%) SSRS Developer
10 7 (8.14%) SQL Analyst
11 6 (6.98%) Architect
11 6 (6.98%) Business Developer
11 6 (6.98%) Data Architect
11 6 (6.98%) Data Engineer
11 6 (6.98%) Database Analyst
12 5 (5.81%) Head of Business Intelligence
13 4 (4.65%) SQL Server BI Developer
13 4 (4.65%) SQL Server Data Warehouse Developer
Libraries, Frameworks & Software Standards
1 5 (5.81%) .NET
1 5 (5.81%) Web Services
1 5 (5.81%) XML
2 4 (4.65%) .NET Framework
2 4 (4.65%) ASP.NET
2 4 (4.65%) ASP.NET MVC
2 4 (4.65%) CSS
2 4 (4.65%) Entity Framework
2 4 (4.65%) HTML
3 3 (3.49%) MDX
4 1 (1.16%) jQuery
4 1 (1.16%) Kafka
Miscellaneous
1 7 (8.14%) Computer Science
2 6 (6.98%) NHS
2 6 (6.98%) Replication
3 5 (5.81%) Mobile App
3 5 (5.81%) Semantic Web
4 4 (4.65%) Greenfield Project
5 2 (2.33%) Clustering
6 1 (1.16%) Analytical Skills
6 1 (1.16%) User Experience
Operating Systems
1 4 (4.65%) Windows
2 3 (3.49%) Linux
3 2 (2.33%) Unix
Processes & Methodologies
1 66 (76.74%) Business Intelligence
2 37 (43.02%) ETL
3 23 (26.74%) Data Analysis
4 20 (23.26%) Data Modelling
5 18 (20.93%) Performance Tuning
6 17 (19.77%) Visualisation
7 14 (16.28%) Kimball Methodology
8 13 (15.12%) Agile Software Development
9 12 (13.95%) Analytics
10 8 (9.30%) Data Visualisation
11 6 (6.98%) Performance Optimisation
12 5 (5.81%) Continuous Improvement
12 5 (5.81%) Data Integration
12 5 (5.81%) Data Management
12 5 (5.81%) Database Tuning
12 5 (5.81%) ERD
12 5 (5.81%) Logical Data Model
12 5 (5.81%) Master Data Management
12 5 (5.81%) Physical Data Model
12 5 (5.81%) Waterfall
Programming Languages
1 72 (83.72%) SQL
2 46 (53.49%) T-SQL
3 10 (11.63%) Python
4 4 (4.65%) C#
4 4 (4.65%) JavaScript
4 4 (4.65%) VB.NET
4 4 (4.65%) VBScript
5 3 (3.49%) Shell Script
6 2 (2.33%) ANSI SQL
6 2 (2.33%) Java
6 2 (2.33%) R
7 1 (1.16%) Bash Shell
Qualifications
1 6 (6.98%) Degree
2 3 (3.49%) Computer Science Degree
3 2 (2.33%) ISEB
3 2 (2.33%) ISTQB
Quality Assurance & Compliance
1 6 (6.98%) Data Quality
Vendors
1 29 (33.72%) Microsoft
2 20 (23.26%) Tableau
3 6 (6.98%) Oracle
4 3 (3.49%) Cognos
4 3 (3.49%) Vertica
5 2 (2.33%) Google
5 2 (2.33%) ParAccel
5 2 (2.33%) Talend
5 2 (2.33%) Teradata
6 1 (1.16%) Salesforce.com
6 1 (1.16%) Twitter