Period
to 24 February 2018

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 24 February 2018 with a comparison to the same period in the previous 2 years.

Data Warehousing
England > North West
6 months to
24 Feb 2018
Same period 2017 Same period 2016
Rank 111 105 110
Rank change year-on-year -6 +5 -18
Permanent jobs citing Data Warehouse 362 367 326
As % of all permanent IT jobs advertised in the North West 2.85% 2.96% 2.71%
As % of the Database & Business Intelligence category 8.63% 8.50% 8.25%
Number of salaries quoted 318 309 299
North West median annual salary £45,000 £40,000 £42,500
Median salary % change year-on-year +12.50% -5.88% -
10th Percentile £31,250 £31,000 £28,250
90th Percentile £63,750 £57,500 £58,000
England median annual salary £52,000 £53,000 £50,000
% change year-on-year -1.89% +6.00% -4.76%

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 4,193 4,318 3,953
As % of all permanent IT jobs advertised in the North West 33.04% 34.81% 32.88%
Number of salaries quoted 3,533 3,725 3,447
North West median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - +3.90%
10th Percentile £27,500 £26,250 £26,250
90th Percentile £63,750 £60,000 £56,250
England median annual salary £50,000 £47,500 £47,500
% 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 24 February 2018.

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 24 February 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
Manchester -30 183 £47,500 +26.67% 29
Cheshire +8 95 £45,000 +12.50% 14
Merseyside +12 45 £45,000 - 12
Lancashire +25 36 £38,750 +3.33% 6
Data Warehouse
England

For the 6 months to 24 February 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 North West region with a requirement for Data Warehouse.

1 253 (69.89%) SQL
2 238 (65.75%) Business Intelligence
3 197 (54.42%) SQL Server
4 190 (52.49%) SQL Server Integration Services
5 175 (48.34%) SQL Server Reporting Services
6 155 (42.82%) ETL
7 122 (33.70%) SQL Server Analysis Services
8 120 (33.15%) T-SQL
9 108 (29.83%) Microsoft
10 88 (24.31%) Power BI
11 69 (19.06%) Finance
12 66 (18.23%) Data Analysis
12 66 (18.23%) Agile Software Development
12 66 (18.23%) Analytics
13 55 (15.19%) Data Modelling
13 55 (15.19%) Analytical Skills
14 53 (14.64%) Visualisation
15 49 (13.54%) SQL Server 2016
16 48 (13.26%) Oracle
17 47 (12.98%) Performance Tuning
18 46 (12.71%) Python
18 46 (12.71%) Microsoft Analysis Services
19 43 (11.88%) Tableau
20 40 (11.05%) SQL Server 2014
20 40 (11.05%) Degree
21 37 (10.22%) MySQL
22 36 (9.94%) Web Services
23 34 (9.39%) Microsoft Excel
23 34 (9.39%) CSS
24 33 (9.12%) JavaScript

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 13 (3.59%) SharePoint
2 8 (2.21%) nginx
3 7 (1.93%) Apache Spark
3 7 (1.93%) BizTalk Server
4 6 (1.66%) SAS
5 4 (1.10%) SharePoint 2010
6 3 (0.83%) IIS
6 3 (0.83%) WebSphere
7 1 (0.28%) Confluence
7 1 (0.28%) OpenROAD
Applications
1 34 (9.39%) Microsoft Excel
2 11 (3.04%) Microsoft Office
3 6 (1.66%) Microsoft PowerPoint
4 3 (0.83%) Microsoft Project
4 3 (0.83%) MS Visio
4 3 (0.83%) SPSS
Business Applications
1 7 (1.93%) Cognos Business Intelligence
2 4 (1.10%) Cognos TM1
3 3 (0.83%) Cognos Planning
4 2 (0.55%) SAP CRM
Cloud Services
1 19 (5.25%) Amazon ElastiCache
2 14 (3.87%) Cloud Computing
2 14 (3.87%) Microsoft Azure
3 7 (1.93%) Amazon AWS
4 5 (1.38%) Google Analytics
5 2 (0.55%) GitHub
6 1 (0.28%) Amazon EC2
6 1 (0.28%) Amazon EMR
6 1 (0.28%) Google Cloud Platform
Communications & Networking
1 19 (5.25%) HTTP
2 18 (4.97%) Internet
3 8 (2.21%) LAN
3 8 (2.21%) SSL
3 8 (2.21%) VLAN
3 8 (2.21%) WAN
4 2 (0.55%) SMS
5 1 (0.28%) Intranet
Database & Business Intelligence
1 197 (54.42%) SQL Server
2 190 (52.49%) SQL Server Integration Services
3 175 (48.34%) SQL Server Reporting Services
4 122 (33.70%) SQL Server Analysis Services
5 88 (24.31%) Power BI
6 49 (13.54%) SQL Server 2016
7 46 (12.71%) Microsoft Analysis Services
8 40 (11.05%) SQL Server 2014
9 37 (10.22%) MySQL
10 33 (9.12%) QlikView
11 30 (8.29%) NoSQL
12 27 (7.46%) BusinessObjects
13 25 (6.91%) SQL Server 2012
14 23 (6.35%) Big Data
15 21 (5.80%) DTS
15 21 (5.80%) SQL Server 2008
16 19 (5.25%) Redis
17 18 (4.97%) OLAP
18 17 (4.70%) Relational Database
19 16 (4.42%) Data Mining
Development Applications
1 20 (5.52%) Git (software)
2 18 (4.97%) Visual Studio
3 14 (3.87%) JIRA
4 9 (2.49%) SQL Server Management Studio (SSMS)
5 7 (1.93%) Team Foundation Server
6 3 (0.83%) Jenkins
6 3 (0.83%) Selenium
7 2 (0.55%) Axure RP
8 1 (0.28%) ERwin
8 1 (0.28%) Oracle APEX
8 1 (0.28%) Subversion
8 1 (0.28%) Visual Studio Team System
General
1 69 (19.06%) Finance
2 14 (3.87%) Retail
3 13 (3.59%) Banking
4 9 (2.49%) Games
5 8 (2.21%) Legal
6 6 (1.66%) Law
7 5 (1.38%) Billing
7 5 (1.38%) Investment Banking
8 4 (1.10%) Advertising
8 4 (1.10%) Automotive
9 3 (0.83%) Marketing
10 2 (0.55%) General Ledger
10 2 (0.55%) Manufacturing
10 2 (0.55%) Retail Banking
11 1 (0.28%) Back Office
11 1 (0.28%) Corporate Banking
Job Titles
1 187 (51.66%) Developer
2 101 (27.90%) Business Intelligence Developer
3 74 (20.44%) SQL Developer
4 59 (16.30%) Analyst
5 41 (11.33%) SQL BI Developer
6 39 (10.77%) Architect
6 39 (10.77%) DBA
7 35 (9.67%) SQL DBA
8 31 (8.56%) Data Analyst
9 29 (8.01%) Business Developer
10 26 (7.18%) SQL Server Developer
11 23 (6.35%) Senior Developer
12 22 (6.08%) SSRS Developer
13 20 (5.52%) Data Architect
14 18 (4.97%) Data Warehouse Developer
15 17 (4.70%) Consultant
16 15 (4.14%) SQL Analyst
16 15 (4.14%) SQL Server BI Developer
17 14 (3.87%) Senior Business Intelligence Developer
17 14 (3.87%) SSIS Developer
Libraries, Frameworks & Software Standards
1 36 (9.94%) Web Services
2 34 (9.39%) CSS
3 33 (9.12%) HTML
4 25 (6.91%) XML
5 24 (6.63%) JSON
5 24 (6.63%) REST
6 23 (6.35%) HTML5
7 21 (5.80%) SOAP
8 19 (5.25%) .NET
8 19 (5.25%) CSS3
8 19 (5.25%) RESTful
8 19 (5.25%) Spring
8 19 (5.25%) Spring Boot
8 19 (5.25%) Spring MVC
8 19 (5.25%) XSL
9 13 (3.59%) jQuery
9 13 (3.59%) Middleware
10 11 (3.04%) Ajax
10 11 (3.04%) J2EE
10 11 (3.04%) Ruby on Rails
Miscellaneous
1 55 (15.19%) Analytical Skills
2 26 (7.18%) Computer Science
3 16 (4.42%) Virtual Team
4 12 (3.31%) Management Information System
5 11 (3.04%) Data Structures
5 11 (3.04%) Enterprise Software
5 11 (3.04%) Greenfield Project
6 10 (2.76%) Mobile App
7 9 (2.49%) NHS
7 9 (2.49%) Replication
8 8 (2.21%) Fintech
9 5 (1.38%) Mainframe
10 3 (0.83%) VSAM
11 2 (0.55%) Clustering
11 2 (0.55%) Data Centre
11 2 (0.55%) FMCG
11 2 (0.55%) Internet of Things
11 2 (0.55%) iPad
11 2 (0.55%) Mobile Payment
11 2 (0.55%) Semantic Web
Operating Systems
1 24 (6.63%) Windows
2 14 (3.87%) Windows Server 2008
2 14 (3.87%) Windows Server 2012
3 6 (1.66%) Unix
4 2 (0.55%) Android
4 2 (0.55%) Apple iOS
4 2 (0.55%) Linux
Processes & Methodologies
1 238 (65.75%) Business Intelligence
2 155 (42.82%) ETL
3 66 (18.23%) Agile Software Development
3 66 (18.23%) Analytics
3 66 (18.23%) Data Analysis
4 55 (15.19%) Data Modelling
5 53 (14.64%) Visualisation
6 47 (12.98%) Performance Tuning
7 33 (9.12%) MVC
8 30 (8.29%) Data Visualisation
8 30 (8.29%) Kimball Methodology
9 29 (8.01%) Data Management
10 28 (7.73%) Data Extraction
10 28 (7.73%) Web Development
11 27 (7.46%) OO
12 26 (7.18%) Master Data Management
12 26 (7.18%) Scrum
12 26 (7.18%) Unit Testing
13 23 (6.35%) Responsive Web Design
13 23 (6.35%) SOA
Programming Languages
1 253 (69.89%) SQL
2 120 (33.15%) T-SQL
3 46 (12.71%) Python
4 33 (9.12%) JavaScript
5 28 (7.73%) Java
6 23 (6.35%) VBA
7 21 (5.80%) Go
8 19 (5.25%) C#
8 19 (5.25%) PHP
8 19 (5.25%) Ruby
9 12 (3.31%) VB.NET
10 11 (3.04%) C
11 10 (2.76%) PowerShell
11 10 (2.76%) R
12 7 (1.93%) VBScript
13 5 (1.38%) Scala
14 4 (1.10%) Data Analysis Expressions (DAX)
15 3 (0.83%) Erlang
15 3 (0.83%) Haskell
15 3 (0.83%) REXX
Qualifications
1 40 (11.05%) Degree
2 19 (5.25%) Computer Science Degree
3 11 (3.04%) Master's Degree
4 7 (1.93%) Microsoft Certification
5 4 (1.10%) SC Cleared
5 4 (1.10%) Security Cleared
6 3 (0.83%) HND
6 3 (0.83%) ISTQB
6 3 (0.83%) MCDBA
6 3 (0.83%) MCP
6 3 (0.83%) MCPD
6 3 (0.83%) MCTS
6 3 (0.83%) PMI Certification
6 3 (0.83%) PMP
7 1 (0.28%) CCNA
7 1 (0.28%) Cisco Certification
7 1 (0.28%) ITIL Certification
7 1 (0.28%) PhD
7 1 (0.28%) PRINCE2 Certification
Quality Assurance & Compliance
1 30 (8.29%) QA
2 15 (4.14%) Data Quality
3 11 (3.04%) Web Application Security Consortium
4 4 (1.10%) GDPR
System Software
1 14 (3.87%) VMware Infrastructure
2 8 (2.21%) Active Directory
3 2 (0.55%) Docker
Systems Management
1 8 (2.21%) FortiGate
2 3 (0.83%) HP Quality Center
3 2 (0.55%) Kubernetes
3 2 (0.55%) Mesos
4 1 (0.28%) EMC NetWorker
4 1 (0.28%) Systems Management Server (SMS)
Vendors
1 108 (29.83%) Microsoft
2 48 (13.26%) Oracle
3 43 (11.88%) Tableau
4 31 (8.56%) Informatica
5 29 (8.01%) Cognos
6 25 (6.91%) Teradata
7 20 (5.52%) IBM
7 20 (5.52%) SAP
8 14 (3.87%) VMware
9 11 (3.04%) HP
10 9 (2.49%) Google
11 8 (2.21%) Cisco
11 8 (2.21%) Intel
11 8 (2.21%) Juniper
11 8 (2.21%) ProCurve
11 8 (2.21%) Sophos
12 7 (1.93%) Ab Initio
12 7 (1.93%) Netezza
13 6 (1.66%) Greenplum
13 6 (1.66%) Hortonworks