Period
to 17 November 2018

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

Data Warehousing
North West > Lancashire
6 months to
17 Nov 2018
Same period 2017 Same period 2016
Rank 33 60 73
Rank change year-on-year +27 +13 -16
Permanent jobs citing Data Warehouse 38 26 17
As % of all permanent IT jobs advertised in Lancashire 4.92% 2.93% 1.84%
As % of the Database & Business Intelligence category 16.38% 7.98% 4.94%
Number of salaries quoted 36 9 18
Lancashire median annual salary £42,250 £40,000 £38,750
Median salary % change year-on-year +5.63% +3.23% +27.22%
10th Percentile £32,500 £37,250 £29,250
90th Percentile £57,500 £51,500 £43,250
North West median annual salary £45,000 £42,500 £42,500
% change year-on-year +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 Lancashire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Lancashire
Permanent vacancies with a requirement for database or business intelligence skills 232 326 344
As % of all permanent IT jobs advertised in Lancashire 30.01% 36.79% 37.19%
Number of salaries quoted 217 286 301
Lancashire median annual salary £37,500 £35,000 £37,500
Median salary % change year-on-year +7.14% -6.67% +7.14%
10th Percentile £26,250 £27,500 £26,250
90th Percentile £50,000 £47,500 £45,000
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 Lancashire

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

Job vacancy trend for Data Warehouse in Lancashire

Data Warehouse
Salary Trend in Lancashire

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

Salary trend for Data Warehouse in Lancashire

Data Warehouse
Salary Histogram in Lancashire

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

Salary histogram for Data Warehouse in Lancashire

Data Warehouse
Job Locations in Lancashire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Warehouse within the Lancashire region over the 6 months to 17 November 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
Preston +27 14 £40,000 +6.67%
Blackburn - 5 £41,250 -
Blackpool -12 4 £38,500 -26.67% 3
Chorley +4 3 £42,500 +6.25%
Data Warehouse
North West

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

1 26 (68.42%) Business Intelligence
2 25 (65.79%) SQL Server Integration Services
3 24 (63.16%) SQL Server Reporting Services
4 23 (60.53%) SQL
5 15 (39.47%) SQL Server
5 15 (39.47%) ETL
6 14 (36.84%) Data Modelling
7 12 (31.58%) Migration
7 12 (31.58%) Analytical Skills
8 11 (28.95%) Microsoft
8 11 (28.95%) T-SQL
9 9 (23.68%) Power BI
9 9 (23.68%) SQL Server Analysis Services
10 8 (21.05%) Analytics
10 8 (21.05%) Agile Software Development
10 8 (21.05%) MySQL
10 8 (21.05%) Cognos
10 8 (21.05%) Problem-Solving
11 7 (18.42%) BusinessObjects
11 7 (18.42%) Data Analysis
11 7 (18.42%) Change Management
11 7 (18.42%) Master Data Management
12 6 (15.79%) C
12 6 (15.79%) OLAP
12 6 (15.79%) Digital Transformation Programme
12 6 (15.79%) Decision-Making
13 5 (13.16%) Data Strategy
13 5 (13.16%) ERwin
13 5 (13.16%) OLTP
13 5 (13.16%) ITIL

Data Warehouse
Co-occurring IT Skills in Lancashire 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:

Applications
1 4 (10.53%) Microsoft Excel
2 1 (2.63%) Microsoft PowerPoint
Business Applications
1 4 (10.53%) Cognos TM1
2 2 (5.26%) Cognos Business Intelligence
Cloud Services
1 3 (7.89%) Microsoft Azure
2 2 (5.26%) Google Analytics
Database & Business Intelligence
1 25 (65.79%) SQL Server Integration Services
2 24 (63.16%) SQL Server Reporting Services
3 15 (39.47%) SQL Server
4 9 (23.68%) Power BI
4 9 (23.68%) SQL Server Analysis Services
5 8 (21.05%) MySQL
6 7 (18.42%) BusinessObjects
7 6 (15.79%) OLAP
8 5 (13.16%) OLTP
9 4 (10.53%) SQL Server 2008
9 4 (10.53%) SQL Server 2016
10 3 (7.89%) Cognos Framework Manager
10 3 (7.89%) DB2
10 3 (7.89%) QlikView
11 2 (5.26%) Crystal Reports
12 1 (2.63%) Cognos Analysis Studio
12 1 (2.63%) Cognos Report Studio
12 1 (2.63%) Cognos Transformer
12 1 (2.63%) Oracle Reports
12 1 (2.63%) SQL Server 2012
Development Applications
1 5 (13.16%) ERwin
2 1 (2.63%) Axure RP
General
1 4 (10.53%) Finance
2 2 (5.26%) Legal
2 2 (5.26%) Marketing
3 1 (2.63%) Advertising
3 1 (2.63%) Billing
3 1 (2.63%) Retail
Job Titles
1 22 (57.89%) Developer
2 17 (44.74%) Business Intelligence Developer
3 10 (26.32%) SQL Developer
4 7 (18.42%) SQL BI Developer
5 6 (15.79%) Architect
6 5 (13.16%) Business Developer
6 5 (13.16%) Data Architect
7 4 (10.53%) Cognos Developer
7 4 (10.53%) SSIS Developer
8 3 (7.89%) Analyst
8 3 (7.89%) Cognos BI Developer
8 3 (7.89%) Data Analyst
8 3 (7.89%) Integration Developer
8 3 (7.89%) Power BI Developer
8 3 (7.89%) SAP BusinessObjects (BO) Developer
8 3 (7.89%) SSRS Developer
8 3 (7.89%) T-SQL Developer
9 2 (5.26%) Product Manager
9 2 (5.26%) Systems Development Manager
9 2 (5.26%) Technical Leader
Libraries, Frameworks & Software Standards
1 3 (7.89%) jQuery
2 1 (2.63%) MDX
Miscellaneous
1 12 (31.58%) Analytical Skills
2 5 (13.16%) Hybrid Cloud
3 3 (7.89%) Management Information System
4 1 (2.63%) Data Structures
4 1 (2.63%) Self-Motivation
Operating Systems
1 3 (7.89%) Linux
1 3 (7.89%) Windows
Processes & Methodologies
1 26 (68.42%) Business Intelligence
2 15 (39.47%) ETL
3 14 (36.84%) Data Modelling
4 12 (31.58%) Migration
5 8 (21.05%) Agile Software Development
5 8 (21.05%) Analytics
5 8 (21.05%) Problem-Solving
6 7 (18.42%) Change Management
6 7 (18.42%) Data Analysis
6 7 (18.42%) Master Data Management
7 6 (15.79%) Decision-Making
7 6 (15.79%) Digital Transformation Programme
8 5 (13.16%) Data Governance
8 5 (13.16%) Data Security
8 5 (13.16%) Data Strategy
8 5 (13.16%) Information Architecture
8 5 (13.16%) ITIL
8 5 (13.16%) Logical Data Model
8 5 (13.16%) Metadata Management
8 5 (13.16%) Physical Data Model
Programming Languages
1 23 (60.53%) SQL
2 11 (28.95%) T-SQL
3 6 (15.79%) C
4 3 (7.89%) Java
4 3 (7.89%) JavaScript
4 3 (7.89%) PHP
5 1 (2.63%) Data Analysis Expressions (DAX)
Quality Assurance & Compliance
1 3 (7.89%) QA
System Software
1 3 (7.89%) Active Directory
Vendors
1 11 (28.95%) Microsoft
2 8 (21.05%) Cognos
3 5 (13.16%) Tableau
4 4 (10.53%) IBM
5 3 (7.89%) Cisco
5 3 (7.89%) VMware
6 2 (5.26%) Google
6 2 (5.26%) Tealeaf
6 2 (5.26%) TIBCO
7 1 (2.63%) Oracle
7 1 (2.63%) Sage
7 1 (2.63%) Twitter