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 30 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 Jul 2016
Same period 2015 Same period 2014
Data Warehousing
Rank 100 100 78
Rank change year-on-year
0 -22
Permanent jobs citing Data Warehouse 66 91 128
As % of all permanent IT jobs located in Leeds 2.41% 2.61% 3.48%
As % of the Database & Business Intelligence category 8.35% 7.94% 10.38%
Number of salaries quoted 46 69 94
Median salary £48,750 £45,000 £43,582
Median salary % change year-on-year
+8.33% +3.25%
90% offered a salary of more than £27,500 £32,300 £32,500
10% offered a salary of more than £52,500 £60,000 £55,000
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
790 1146 1233
As % of all permanent IT jobs located in Leeds 28.86% 32.86% 33.51%
Number of salaries quoted 670 945 988
Median salary £42,500 £42,500 £40,000
Median salary % change year-on-year
- +6.25%
90% offered a salary of more than £30,000 £32,500 £27,500
10% offered a salary of more than £55,000 £52,500 £62,500
UK excluding London median salary £42,500 £42,000 £40,000
% change year-on-year
+1.19% +5.00%

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 30 July 2016.

Data Warehouse Salary Histogram in Leeds

Data Warehouse
Top 30 Related IT Skills in Leeds

For the 6 months to 30 July 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.

1 180 (77.25%) Business Intelligence
2 151 (64.81%) SQL
3 136 (58.37%) SQL Server
4 108 (46.35%) ETL
5 91 (39.06%) SQL Server Integration Services
6 85 (36.48%) SQL Server Reporting Services
7 81 (34.76%) SQL Server Analysis Services
8 73 (31.33%) Microsoft
9 65 (27.90%) Agile Software Development
10 63 (27.04%) MS Excel
11 59 (25.32%) SQL Server 2012
12 53 (22.75%) Oracle
12 53 (22.75%) T-SQL
13 49 (21.03%) Data Modelling
14 40 (17.17%) SQL Server 2014
15 39 (16.74%) Finance
16 36 (15.45%) Analytical Skills
17 35 (15.02%) Big Data
18 34 (14.59%) Data Quality
19 33 (14.16%) Migration
20 31 (13.30%) Kimball Methodology
21 29 (12.45%) SQL Server 2008
22 28 (12.02%) Hadoop
23 27 (11.59%) Analytics
24 25 (10.73%) SQL Server 2005
25 24 (10.30%) E-Commerce
25 24 (10.30%) .NET
25 24 (10.30%) Data Governance
25 24 (10.30%) Data Structures
26 22 (9.44%) Power BI

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 15 (6.44%) SharePoint
2 6 (2.58%) Apache Pig
2 6 (2.58%) Apache Spark
2 6 (2.58%) CMS
3 5 (2.15%) SAS
4 4 (1.72%) MS Exchange
Applications
1 63 (27.04%) MS Excel
2 8 (3.43%) MS Office
3 7 (3.00%) MS Visio
4 2 (0.86%) MS PowerPoint
Business Applications
1 6 (2.58%) Dynamics GP
2 5 (2.15%) Dynamics CRM
Cloud Services
1 20 (8.58%) Microsoft Azure
Communications & Networking
1 1 (0.43%) Firewall
Database & Business Intelligence
1 136 (58.37%) SQL Server
2 91 (39.06%) SQL Server Integration Services
3 85 (36.48%) SQL Server Reporting Services
4 81 (34.76%) SQL Server Analysis Services
5 59 (25.32%) SQL Server 2012
6 40 (17.17%) SQL Server 2014
7 35 (15.02%) Big Data
8 29 (12.45%) SQL Server 2008
9 28 (12.02%) Hadoop
10 25 (10.73%) SQL Server 2005
11 22 (9.44%) Power BI
12 21 (9.01%) QlikView
13 17 (7.30%) MySQL
13 17 (7.30%) NoSQL
14 15 (6.44%) OLAP
14 15 (6.44%) Oracle Database
15 14 (6.01%) DB2
15 14 (6.01%) SQL Server 2016
16 12 (5.15%) Data Mining
16 12 (5.15%) Enterprise Data Warehouse
Development Applications
1 14 (6.01%) JIRA
2 9 (3.86%) Team Foundation Server
3 7 (3.00%) Oracle APEX
4 6 (2.58%) Git (software)
4 6 (2.58%) Visual Studio
5 5 (2.15%) SQL Server Management Studio (SSMS)
6 4 (1.72%) Talend Open Studio
7 2 (0.86%) ERwin
General
1 39 (16.74%) Finance
2 20 (8.58%) Marketing
3 11 (4.72%) Retail
4 7 (3.00%) Banking
5 6 (2.58%) Pharmaceutical
6 2 (0.86%) Advertising
6 2 (0.86%) Electronics
6 2 (0.86%) Games
6 2 (0.86%) Law
6 2 (0.86%) Retail Banking
6 2 (0.86%) Telecoms
7 1 (0.43%) Back Office
Job Titles
1 95 (40.77%) Developer
2 48 (20.60%) SQL Developer
3 45 (19.31%) Architect
4 42 (18.03%) Business Intelligence Developer
5 41 (17.60%) Analyst
6 39 (16.74%) SQL Server Developer
7 36 (15.45%) Data Architect
8 32 (13.73%) SSIS Developer
9 24 (10.30%) SSAS Developer
10 20 (8.58%) Data Warehouse Architect
11 19 (8.15%) Business Analyst
12 18 (7.73%) SQL BI Developer
13 17 (7.30%) Business Intelligence Analyst
13 17 (7.30%) Data Warehouse Developer
13 17 (7.30%) SQL Analyst
13 17 (7.30%) SSRS Developer
14 14 (6.01%) ETL Developer
15 13 (5.58%) Data Business Analyst
16 12 (5.15%) Project Manager
16 12 (5.15%) SQL Server BI Developer
Libraries, Frameworks & Software Standards
1 24 (10.30%) .NET
2 7 (3.00%) MDX
3 5 (2.15%) Kafka
4 4 (1.72%) Velocity
4 4 (1.72%) XML
5 3 (1.29%) ASP.NET
5 3 (1.29%) ODBC
6 2 (0.86%) .NET Framework
6 2 (0.86%) CakePHP
6 2 (0.86%) Entity Framework
6 2 (0.86%) Silverlight
6 2 (0.86%) WCF
6 2 (0.86%) WPF
7 1 (0.43%) J2EE
7 1 (0.43%) Spark Streaming
Miscellaneous
1 36 (15.45%) Analytical Skills
2 24 (10.30%) Data Structures
3 21 (9.01%) Management Information System
4 8 (3.43%) Data Integration
4 8 (3.43%) Visualisation
5 6 (2.58%) Statistics
6 5 (2.15%) New Media
7 4 (1.72%) Computer Science
8 2 (0.86%) Clustering
8 2 (0.86%) NHS
8 2 (0.86%) Replication
9 1 (0.43%) Reference Data
9 1 (0.43%) Taxonomies
Operating Systems
1 15 (6.44%) Linux
2 10 (4.29%) Unix
3 5 (2.15%) Windows
Processes & Methodologies
1 180 (77.25%) Business Intelligence
2 108 (46.35%) ETL
3 65 (27.90%) Agile Software Development
4 49 (21.03%) Data Modelling
5 33 (14.16%) Migration
6 31 (13.30%) Kimball Methodology
7 27 (11.59%) Analytics
8 24 (10.30%) Data Governance
8 24 (10.30%) E-Commerce
9 21 (9.01%) Data Analysis
9 21 (9.01%) Data Architecture
10 20 (8.58%) Inmon Methodology
11 19 (8.15%) Data Management
12 18 (7.73%) CRM
12 18 (7.73%) Data Migration
12 18 (7.73%) Mentoring
12 18 (7.73%) SDLC
13 14 (6.01%) Performance Tuning
13 14 (6.01%) Project Management
13 14 (6.01%) TOGAF
Programming Languages
1 151 (64.81%) SQL
2 53 (22.75%) T-SQL
3 18 (7.73%) C#
4 13 (5.58%) PL/SQL
5 9 (3.86%) Shell Script
6 6 (2.58%) PowerShell
6 6 (2.58%) VB.NET
7 5 (2.15%) Bash Shell
8 4 (1.72%) VB
8 4 (1.72%) VBScript
9 3 (1.29%) Java
9 3 (1.29%) PHP
9 3 (1.29%) VBA
10 2 (0.86%) JavaScript
10 2 (0.86%) Python
10 2 (0.86%) Ruby
11 1 (0.43%) C
11 1 (0.43%) C++
11 1 (0.43%) Scala
Qualifications
1 8 (3.43%) Microsoft Certification
2 7 (3.00%) Degree
3 4 (1.72%) MCSA
3 4 (1.72%) MCSE
4 1 (0.43%) ISEB
4 1 (0.43%) MBA
4 1 (0.43%) MCITP
4 1 (0.43%) MCTS
Quality Assurance & Compliance
1 34 (14.59%) Data Quality
2 7 (3.00%) SLA
3 3 (1.29%) QA
System Software
1 5 (2.15%) Apache Flume
2 4 (1.72%) Active Directory
2 4 (1.72%) HDFS
Vendors
1 73 (31.33%) Microsoft
2 53 (22.75%) Oracle
3 14 (6.01%) Netezza
4 11 (4.72%) Tableau
5 10 (4.29%) IBM
6 6 (2.58%) EPiServer
7 5 (2.15%) Cognos
7 5 (2.15%) Hortonworks
7 5 (2.15%) OpenText
7 5 (2.15%) Teradata
8 4 (1.72%) Cloudera
8 4 (1.72%) Informatica
8 4 (1.72%) MapR
8 4 (1.72%) MicroStrategy
8 4 (1.72%) Sun
8 4 (1.72%) Talend
9 2 (0.86%) Capita
9 2 (0.86%) SAP
10 1 (0.43%) Sagent
10 1 (0.43%) Splunk
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