The table below looks at the statistics for Data Warehouse skills in IT jobs advertised for the Yorkshire region. Included is a guide to the salaries offered in IT jobs that have cited Data Warehouse over the 3 months to 27 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 Jun 2016
Same period 2015 Same period 2014
Data Warehousing
Rank 90 70 83
Rank change year-on-year
-20 +13
Permanent jobs citing Data Warehouse 161 252 241
As % of all permanent IT jobs located in Yorkshire 2.85% 3.73% 3.33%
As % of the Database & Business Intelligence category 9.29% 10.65% 10.33%
Number of salaries quoted 113 200 197
Median salary £45,000 £41,500 £42,500
Median salary % change year-on-year
+8.43% -2.35%
90% offered a salary of more than £32,500 £30,000 £32,500
10% offered a salary of more than £57,500 £60,000 £50,000
UK excluding London median salary £45,000 £45,000 £45,000
Data Warehouse
England

The following table is for comparison with the above and provides statistics for the entire Database & Business Intelligence category in permanent jobs advertised in the Yorkshire region.

Database & Business Intelligence Category
Yorkshire
Permanent IT job ads with a match in the
Database & Business Intelligence category
1733 2366 2334
As % of all permanent IT jobs located in Yorkshire 30.72% 35.01% 32.30%
Number of salaries quoted 1427 2043 1952
Median salary £40,000 £40,000 £37,500
Median salary % change year-on-year
- +6.66%
90% offered a salary of more than £30,000 £30,000 £27,500
10% offered a salary of more than £56,500 £50,000 £57,500
UK excluding London median salary £42,500 £41,500 £40,000
% change year-on-year
+2.40% +3.75%

Data Warehouse
Jobs Demand Trend in Yorkshire

The demand trend of job ads across the Yorkshire region citing Data Warehouse as a proportion of all IT jobs with a match in the Database & Business Intelligence category.

Data Warehouse Jobs Demand Trend in Yorkshire

Data Warehouse
Salary Trend in Yorkshire

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

Data Warehouse Salary Trend in Yorkshire

Data Warehouse
Salary Histogram in Yorkshire

This chart provides a salary histogram for IT jobs citing Data Warehouse across the Yorkshire region over the 3 months to 27 June 2016.

Data Warehouse Salary Histogram in Yorkshire

Data Warehouse
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Warehouse within the Yorkshire region over the 3 months to 27 June 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
West Yorkshire -7 139 £45,000 +8.43% 11
North Yorkshire -1 12 £38,750 +10.71% 3
South Yorkshire -4 8 £47,500 +5.55%
Data Warehouse
England

Data Warehouse
Top 30 Related IT Skills in Yorkshire

For the 6 months to 27 June 2016, 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 Yorkshire region with a requirement for Data Warehouse.

1 305 (71.43%) Business Intelligence
2 278 (65.11%) SQL
3 236 (55.27%) SQL Server
4 183 (42.86%) SQL Server Integration Services
5 181 (42.39%) ETL
6 165 (38.64%) SQL Server Reporting Services
7 128 (29.98%) T-SQL
8 126 (29.51%) Microsoft
9 122 (28.57%) SQL Server Analysis Services
10 95 (22.25%) SQL Server 2012
10 95 (22.25%) MS Excel
10 95 (22.25%) Finance
11 86 (20.14%) Data Modelling
12 83 (19.44%) Oracle
13 76 (17.80%) Agile Software Development
14 73 (17.10%) Data Quality
15 64 (14.99%) Analytical Skills
16 62 (14.52%) Big Data
16 62 (14.52%) SQL Server 2008
17 61 (14.29%) Kimball Methodology
18 58 (13.58%) Analytics
19 54 (12.65%) Data Management
20 50 (11.71%) SQL Server 2014
21 48 (11.24%) Data Governance
21 48 (11.24%) .NET
22 47 (11.01%) Data Architecture
23 41 (9.60%) Migration
23 41 (9.60%) CRM
24 37 (8.67%) SQL Server 2005
24 37 (8.67%) High Availability

Data Warehouse
Top Related IT Skills in Yorkshire 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 24 (5.62%) SharePoint
2 15 (3.51%) SAS
3 11 (2.58%) Apache Spark
4 10 (2.34%) Apache Pig
5 6 (1.41%) CMS
6 5 (1.17%) IIS
7 4 (0.94%) MS Exchange
Applications
1 95 (22.25%) MS Excel
2 11 (2.58%) MS Visio
3 9 (2.11%) MS PowerPoint
4 7 (1.64%) MS Office
Business Applications
1 12 (2.81%) Dynamics CRM
2 7 (1.64%) Dynamics GP
3 2 (0.47%) Dynamics AX
3 2 (0.47%) SAP HCM
Cloud Services
1 15 (3.51%) Microsoft Azure
2 6 (1.41%) Amazon AWS
2 6 (1.41%) Google Cloud Platform
2 6 (1.41%) PaaS
Database & Business Intelligence
1 236 (55.27%) SQL Server
2 183 (42.86%) SQL Server Integration Services
3 165 (38.64%) SQL Server Reporting Services
4 122 (28.57%) SQL Server Analysis Services
5 95 (22.25%) SQL Server 2012
6 62 (14.52%) Big Data
6 62 (14.52%) SQL Server 2008
7 50 (11.71%) SQL Server 2014
8 37 (8.67%) SQL Server 2005
9 35 (8.20%) Hadoop
9 35 (8.20%) NoSQL
9 35 (8.20%) QlikView
10 34 (7.96%) BusinessObjects
11 30 (7.03%) OLAP
12 27 (6.32%) MySQL
13 26 (6.09%) Relational Database
13 26 (6.09%) SQL Server 2016
14 23 (5.39%) Power BI
15 17 (3.98%) Oracle Database
16 16 (3.75%) Enterprise Data Warehouse
Development Applications
1 15 (3.51%) Oracle APEX
2 10 (2.34%) JIRA
2 10 (2.34%) Team Foundation Server
2 10 (2.34%) Visual Studio
3 9 (2.11%) SQL Server Management Studio (SSMS)
4 7 (1.64%) Talend Open Studio
5 4 (0.94%) Git (software)
6 3 (0.70%) JUnit
7 2 (0.47%) ERwin
7 2 (0.47%) Subversion
8 1 (0.23%) IntelliJ
8 1 (0.23%) Jenkins
8 1 (0.23%) Maven
8 1 (0.23%) NUnit
8 1 (0.23%) TeamCity
General
1 95 (22.25%) Finance
2 24 (5.62%) Marketing
3 15 (3.51%) Banking
4 12 (2.81%) Retail
5 5 (1.17%) Pharmaceutical
6 4 (0.94%) Advertising
7 3 (0.70%) Back Office
7 3 (0.70%) Games
7 3 (0.70%) Manufacturing
8 2 (0.47%) Electronics
8 2 (0.47%) Law
9 1 (0.23%) Automotive
9 1 (0.23%) Retail Banking
9 1 (0.23%) Telecoms
Job Titles
1 165 (38.64%) Developer
2 89 (20.84%) SQL Developer
3 82 (19.20%) Business Intelligence Developer
4 72 (16.86%) Analyst
5 61 (14.29%) Architect
6 51 (11.94%) Data Architect
7 45 (10.54%) SQL Server Developer
8 44 (10.30%) SQL BI Developer
9 43 (10.07%) SSIS Developer
10 40 (9.37%) Data Warehouse Developer
11 28 (6.56%) DBA
12 26 (6.09%) SQL DBA
13 24 (5.62%) Business Intelligence Analyst
14 23 (5.39%) Business Analyst
14 23 (5.39%) Data Warehouse Architect
14 23 (5.39%) SSAS Developer
14 23 (5.39%) SSRS Developer
15 22 (5.15%) Data Manager
15 22 (5.15%) SQL Server BI Developer
16 21 (4.92%) Business Developer
Libraries, Frameworks & Software Standards
1 48 (11.24%) .NET
2 18 (4.22%) Web Services
2 18 (4.22%) XML
3 14 (3.28%) JSON
4 12 (2.81%) MDX
5 11 (2.58%) Kafka
6 10 (2.34%) ASP.NET
7 9 (2.11%) CakePHP
8 7 (1.64%) Velocity
9 3 (0.70%) .NET Framework
9 3 (0.70%) Entity Framework
9 3 (0.70%) ODBC
10 2 (0.47%) J2EE
10 2 (0.47%) Regular Expression
10 2 (0.47%) Silverlight
10 2 (0.47%) Spark Streaming
10 2 (0.47%) WCF
10 2 (0.47%) WPF
11 1 (0.23%) Ajax
11 1 (0.23%) HTML
Miscellaneous
1 64 (14.99%) Analytical Skills
2 35 (8.20%) Management Information System
3 30 (7.03%) Data Structures
4 11 (2.58%) Data Integration
5 10 (2.34%) Visualisation
6 7 (1.64%) NHS
7 6 (1.41%) Virtual Team
8 5 (1.17%) Computer Science
8 5 (1.17%) New Media
9 4 (0.94%) Replication
10 3 (0.70%) FMCG
10 3 (0.70%) Statistics
11 2 (0.47%) Clustering
11 2 (0.47%) Learning Management System
11 2 (0.47%) Taxonomies
12 1 (0.23%) Algorithms
12 1 (0.23%) Cybercrime
12 1 (0.23%) Data Extraction
12 1 (0.23%) Data Protection Act
12 1 (0.23%) Smartphone
Operating Systems
1 28 (6.56%) Unix
2 23 (5.39%) Linux
3 7 (1.64%) Windows
4 1 (0.23%) Windows Server
4 1 (0.23%) Windows Server 2012
Processes & Methodologies
1 305 (71.43%) Business Intelligence
2 181 (42.39%) ETL
3 86 (20.14%) Data Modelling
4 76 (17.80%) Agile Software Development
5 61 (14.29%) Kimball Methodology
6 58 (13.58%) Analytics
7 54 (12.65%) Data Management
8 48 (11.24%) Data Governance
9 47 (11.01%) Data Architecture
10 41 (9.60%) CRM
10 41 (9.60%) Migration
11 37 (8.67%) High Availability
12 34 (7.96%) E-Commerce
13 31 (7.26%) Project Management
14 27 (6.32%) Continuous Improvement
15 26 (6.09%) Data Migration
15 26 (6.09%) Inmon Methodology
16 25 (5.85%) SDLC
17 24 (5.62%) Scrum
18 21 (4.92%) Stakeholder Management
Programming Languages
1 278 (65.11%) SQL
2 128 (29.98%) T-SQL
3 27 (6.32%) C#
4 19 (4.45%) PL/SQL
5 18 (4.22%) Shell Script
5 18 (4.22%) VB
6 12 (2.81%) VB.NET
6 12 (2.81%) VBScript
7 8 (1.87%) PHP
8 7 (1.64%) Java
8 7 (1.64%) VBA
9 5 (1.17%) C
9 5 (1.17%) C++
9 5 (1.17%) Scala
10 4 (0.94%) Bash Shell
10 4 (0.94%) Python
11 3 (0.70%) JavaScript
11 3 (0.70%) Ruby
12 2 (0.47%) PowerShell
13 1 (0.23%) ABAP
Qualifications
1 31 (7.26%) Degree
2 11 (2.58%) Microsoft Certification
3 9 (2.11%) ISEB
4 7 (1.64%) ISTQB
5 3 (0.70%) MCAD
5 3 (0.70%) MCSE
6 2 (0.47%) ISTQB Foundation Certification
6 2 (0.47%) MBA
6 2 (0.47%) MCSA
6 2 (0.47%) Security Cleared
7 1 (0.23%) CISSP
7 1 (0.23%) ITIL Certification
7 1 (0.23%) MCITP
7 1 (0.23%) MCTS
7 1 (0.23%) PRINCE2 Certification
Quality Assurance & Compliance
1 73 (17.10%) Data Quality
2 6 (1.41%) SLA
3 3 (0.70%) QA
System Software
1 8 (1.87%) Apache Flume
1 8 (1.87%) HDFS
2 4 (0.94%) Active Directory
Vendors
1 126 (29.51%) Microsoft
2 83 (19.44%) Oracle
3 22 (5.15%) IBM
4 21 (4.92%) SAP
5 18 (4.22%) Cognos
6 17 (3.98%) Tableau
7 14 (3.28%) Netezza
8 10 (2.34%) Informatica
9 8 (1.87%) Cloudera
9 8 (1.87%) Hortonworks
9 8 (1.87%) Teradata
10 7 (1.64%) MapR
10 7 (1.64%) Talend
11 6 (1.41%) EPiServer
11 6 (1.41%) Google
12 5 (1.17%) OpenText
13 4 (0.94%) Ab Initio
13 4 (0.94%) Capita
14 3 (0.70%) Sagent
14 3 (0.70%) Splunk
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