The table below looks at the statistics for Data Warehouse skills in IT jobs advertised for the Leeds region. Included is a guide to the salaries offered in IT jobs that have cited Data Warehouse over the 3 months to 5 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
5 May 2016
Same period 2015 Same period 2014
Data Warehousing
Rank 45 74 75
Rank change year-on-year
+29 +1
Permanent jobs citing Data Warehouse 162 112 136
As % of all permanent IT jobs located in Leeds 5.12% 3.24% 3.69%
As % of the Database & Business Intelligence category 14.82% 9.89% 11.08%
Number of salaries quoted 100 89 110
Median salary £40,000 £37,500 £44,082
Median salary % change year-on-year
+6.66% -14.93%
90% offered a salary of more than £32,250 £29,300 £30,000
10% offered a salary of more than £56,000 £65,500 £60,000
UK excluding London median salary £45,000 £45,000 £45,000
Data Warehouse
West Yorkshire

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 Leeds region.

Database & Business Intelligence Category
Leeds
Permanent IT job ads with a match in the
Database & Business Intelligence category
1093 1133 1227
As % of all permanent IT jobs located in Leeds 34.52% 32.76% 33.29%
Number of salaries quoted 864 935 1037
Median salary £40,000 £40,000 £39,000
Median salary % change year-on-year
- +2.56%
90% offered a salary of more than £32,300 £30,000 £27,500
10% offered a salary of more than £57,500 £50,000 £55,000
UK excluding London median salary £42,500 £40,500 £40,000
% change year-on-year
+4.93% +1.25%

Data Warehouse
Jobs Demand Trend in Leeds

The demand trend of job ads across the Leeds 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 Leeds

Data Warehouse
Salary Trend in Leeds

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

Data Warehouse Salary Trend in Leeds

Data Warehouse
Salary Histogram in Leeds

This chart provides a salary histogram for IT jobs citing Data Warehouse across the Leeds region over the 3 months to 5 May 2016.

Data Warehouse Salary Histogram in Leeds

Data Warehouse
Top 30 Related IT Skills in Leeds

For the 6 months to 5 May 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 Leeds region with a requirement for Data Warehouse.

1 229 (67.16%) Business Intelligence
2 217 (63.64%) SQL
3 174 (51.03%) SQL Server
4 155 (45.45%) ETL
5 131 (38.42%) SQL Server Integration Services
6 115 (33.72%) SQL Server Reporting Services
7 97 (28.45%) SQL Server 2012
8 95 (27.86%) SQL Server Analysis Services
9 83 (24.34%) MS Excel
10 82 (24.05%) Agile Software Development
11 78 (22.87%) Microsoft
11 78 (22.87%) Analytical Skills
12 75 (21.99%) Finance
13 73 (21.41%) Oracle
14 72 (21.11%) T-SQL
15 60 (17.60%) Data Modelling
15 60 (17.60%) Big Data
16 56 (16.42%) Data Quality
16 56 (16.42%) SQL Server 2014
17 47 (13.78%) Data Architecture
18 45 (13.20%) Data Management
18 45 (13.20%) Kimball Methodology
19 44 (12.90%) .NET
20 43 (12.61%) Migration
21 42 (12.32%) Analytics
22 39 (11.44%) Hadoop
23 38 (11.14%) SQL Server 2008
24 34 (9.97%) Inmon Methodology
24 34 (9.97%) Data Governance
24 34 (9.97%) CRM

Data Warehouse
Top Related IT Skills in Leeds 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 19 (5.57%) SAS
1 19 (5.57%) SharePoint
2 13 (3.81%) Apache Pig
2 13 (3.81%) Apache Spark
3 6 (1.76%) CMS
4 4 (1.17%) MS Exchange
Applications
1 83 (24.34%) MS Excel
2 8 (2.35%) MS Visio
3 2 (0.59%) MS Office
Business Applications
1 5 (1.47%) Dynamics CRM
1 5 (1.47%) Dynamics GP
Cloud Services
1 13 (3.81%) Microsoft Azure
Communications & Networking
1 1 (0.29%) FTP
1 1 (0.29%) TCP/IP
Database & Business Intelligence
1 174 (51.03%) SQL Server
2 131 (38.42%) SQL Server Integration Services
3 115 (33.72%) SQL Server Reporting Services
4 97 (28.45%) SQL Server 2012
5 95 (27.86%) SQL Server Analysis Services
6 60 (17.60%) Big Data
7 56 (16.42%) SQL Server 2014
8 39 (11.44%) Hadoop
9 38 (11.14%) SQL Server 2008
10 32 (9.38%) OLAP
11 31 (9.09%) SQL Server 2005
12 29 (8.50%) NoSQL
13 25 (7.33%) MySQL
14 24 (7.04%) QlikView
15 21 (6.16%) BusinessObjects
16 19 (5.57%) Oracle Database
16 19 (5.57%) Relational Database
17 18 (5.28%) Data Mining
18 16 (4.69%) Enterprise Data Warehouse
19 15 (4.40%) Power BI
Development Applications
1 15 (4.40%) Oracle APEX
2 10 (2.93%) Talend Open Studio
3 5 (1.47%) SQL Server Management Studio (SSMS)
4 3 (0.88%) ERwin
4 3 (0.88%) JIRA
4 3 (0.88%) Team Foundation Server
5 1 (0.29%) Eclipse
5 1 (0.29%) Git (software)
General
1 75 (21.99%) Finance
2 28 (8.21%) Marketing
3 21 (6.16%) Retail
4 17 (4.99%) Banking
5 3 (0.88%) Pharmaceutical
6 2 (0.59%) Advertising
6 2 (0.59%) Automotive
6 2 (0.59%) Back Office
6 2 (0.59%) Electronics
6 2 (0.59%) Law
6 2 (0.59%) Retail Banking
7 1 (0.29%) Games
7 1 (0.29%) Legal
7 1 (0.29%) Telecoms
Job Titles
1 97 (28.45%) Developer
2 80 (23.46%) Architect
3 63 (18.48%) Data Architect
4 57 (16.72%) SQL Developer
5 49 (14.37%) Analyst
6 45 (13.20%) Business Intelligence Developer
7 41 (12.02%) SQL Server Developer
8 37 (10.85%) SSIS Developer
9 27 (7.92%) Data Warehouse Architect
10 25 (7.33%) SQL BI Developer
11 23 (6.74%) DBA
12 22 (6.45%) SSAS Developer
12 22 (6.45%) SSRS Developer
13 21 (6.16%) SQL DBA
14 20 (5.87%) ETL Architect
15 19 (5.57%) Data Warehouse Developer
15 19 (5.57%) SQL Server BI Developer
16 17 (4.99%) Business Intelligence Analyst
17 16 (4.69%) Business Analyst
17 16 (4.69%) Consultant
Libraries, Frameworks & Software Standards
1 44 (12.90%) .NET
2 12 (3.52%) Kafka
3 8 (2.35%) Velocity
4 6 (1.76%) CakePHP
5 5 (1.47%) XML
6 4 (1.17%) ODBC
7 3 (0.88%) .NET Framework
7 3 (0.88%) WCF
8 2 (0.59%) ASP.NET
8 2 (0.59%) Entity Framework
8 2 (0.59%) J2EE
8 2 (0.59%) MDX
8 2 (0.59%) Silverlight
8 2 (0.59%) Spark Streaming
8 2 (0.59%) WPF
9 1 (0.29%) CSS
9 1 (0.29%) HTML
9 1 (0.29%) Web Services
9 1 (0.29%) XSD
9 1 (0.29%) XSLT
Miscellaneous
1 78 (22.87%) Analytical Skills
2 32 (9.38%) Data Structures
3 31 (9.09%) Management Information System
4 10 (2.93%) Data Integration
4 10 (2.93%) Visualisation
5 5 (1.47%) New Media
6 4 (1.17%) Computer Science
7 3 (0.88%) Taxonomies
8 2 (0.59%) Clustering
8 2 (0.59%) Replication
9 1 (0.29%) Cybercrime
9 1 (0.29%) Data Protection Act
9 1 (0.29%) Fat Client
9 1 (0.29%) NHS
9 1 (0.29%) Thin Client
Operating Systems
1 30 (8.80%) Linux
2 27 (7.92%) Unix
3 8 (2.35%) Windows
4 2 (0.59%) Windows Server
Processes & Methodologies
1 229 (67.16%) Business Intelligence
2 155 (45.45%) ETL
3 82 (24.05%) Agile Software Development
4 60 (17.60%) Data Modelling
5 47 (13.78%) Data Architecture
6 45 (13.20%) Data Management
6 45 (13.20%) Kimball Methodology
7 43 (12.61%) Migration
8 42 (12.32%) Analytics
9 34 (9.97%) CRM
9 34 (9.97%) Data Governance
9 34 (9.97%) Inmon Methodology
10 33 (9.68%) E-Commerce
11 31 (9.09%) High Availability
12 30 (8.80%) Data Migration
13 27 (7.92%) SDLC
13 27 (7.92%) TOGAF
14 24 (7.04%) Line Management
15 21 (6.16%) Mentoring
15 21 (6.16%) Scrum
Programming Languages
1 217 (63.64%) SQL
2 72 (21.11%) T-SQL
3 21 (6.16%) Shell Script
4 16 (4.69%) PL/SQL
5 11 (3.23%) Bash Shell
6 10 (2.93%) VB
6 10 (2.93%) VBScript
7 9 (2.64%) C#
8 8 (2.35%) VBA
9 6 (1.76%) VB.NET
10 4 (1.17%) Java
10 4 (1.17%) PHP
10 4 (1.17%) Python
10 4 (1.17%) Ruby
11 3 (0.88%) JavaScript
12 2 (0.59%) C
12 2 (0.59%) C++
12 2 (0.59%) Scala
13 1 (0.29%) R
Qualifications
1 16 (4.69%) Degree
2 4 (1.17%) ISEB
2 4 (1.17%) Microsoft Certification
3 3 (0.88%) MBA
4 1 (0.29%) MCITP
4 1 (0.29%) MCTS
Quality Assurance & Compliance
1 56 (16.42%) Data Quality
2 5 (1.47%) SLA
3 2 (0.59%) Basel II
3 2 (0.59%) Solvency II
System Software
1 11 (3.23%) Apache Flume
2 10 (2.93%) HDFS
3 5 (1.47%) Active Directory
Vendors
1 78 (22.87%) Microsoft
2 73 (21.41%) Oracle
3 22 (6.45%) Netezza
4 14 (4.11%) Cognos
4 14 (4.11%) Tableau
5 12 (3.52%) Teradata
6 11 (3.23%) Cloudera
6 11 (3.23%) Hortonworks
6 11 (3.23%) IBM
6 11 (3.23%) Informatica
7 10 (2.93%) MapR
7 10 (2.93%) Talend
8 7 (2.05%) Ab Initio
9 6 (1.76%) EPiServer
10 5 (1.47%) OpenText
10 5 (1.47%) Splunk
11 4 (1.17%) Adobe
11 4 (1.17%) Capita
12 3 (0.88%) Sagent
12 3 (0.88%) Salesforce.com
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