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

3 months to
2 Jul 2016
Same period 2015 Same period 2014
Data Warehousing
Rank 82 84 83
Rank change year-on-year
+2 -1
Permanent jobs citing Data Warehouse 88 98 129
As % of all permanent IT jobs located in Leeds 3.11% 2.94% 3.49%
As % of the Database & Business Intelligence category 10.51% 8.79% 10.42%
Number of salaries quoted 50 75 98
Median salary £43,000 £41,000 £42,500
Median salary % change year-on-year
+4.87% -3.52%
90% offered a salary of more than £27,380 £30,000 £32,500
10% offered a salary of more than £55,250 £65,000 £50,750
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
837 1115 1238
As % of all permanent IT jobs located in Leeds 29.56% 33.45% 33.46%
Number of salaries quoted 678 928 1006
Median salary £40,000 £40,000 £40,000
90% offered a salary of more than £29,500 £30,000 £28,500
10% offered a salary of more than £57,500 £50,000 £60,000
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 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 2 July 2016.

Data Warehouse Salary Histogram in Leeds

Data Warehouse
Top 30 Related IT Skills in Leeds

For the 6 months to 2 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.

1 195 (71.69%) Business Intelligence
2 181 (66.54%) SQL
3 147 (54.04%) SQL Server
4 124 (45.59%) ETL
5 108 (39.71%) SQL Server Integration Services
6 101 (37.13%) SQL Server Reporting Services
7 86 (31.62%) SQL Server Analysis Services
8 73 (26.84%) Microsoft
9 72 (26.47%) MS Excel
9 72 (26.47%) SQL Server 2012
10 68 (25.00%) Agile Software Development
11 66 (24.26%) T-SQL
12 61 (22.43%) Oracle
13 54 (19.85%) Finance
14 49 (18.01%) Data Modelling
15 46 (16.91%) Big Data
15 46 (16.91%) Analytical Skills
16 45 (16.54%) Data Quality
17 43 (15.81%) SQL Server 2014
18 36 (13.24%) Migration
19 35 (12.87%) Kimball Methodology
20 33 (12.13%) .NET
21 32 (11.76%) SQL Server 2008
21 32 (11.76%) Analytics
22 31 (11.40%) Hadoop
23 30 (11.03%) SQL Server 2005
24 29 (10.66%) Data Management
24 29 (10.66%) Data Architecture
25 28 (10.29%) E-Commerce
25 28 (10.29%) Data Structures

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 17 (6.25%) SharePoint
2 11 (4.04%) SAS
3 10 (3.68%) Apache Pig
3 10 (3.68%) Apache Spark
4 6 (2.21%) CMS
5 4 (1.47%) MS Exchange
Applications
1 72 (26.47%) MS Excel
2 7 (2.57%) MS Visio
3 5 (1.84%) MS Office
4 2 (0.74%) MS PowerPoint
Business Applications
1 6 (2.21%) Dynamics GP
2 5 (1.84%) Dynamics CRM
Cloud Services
1 16 (5.88%) Microsoft Azure
Database & Business Intelligence
1 147 (54.04%) SQL Server
2 108 (39.71%) SQL Server Integration Services
3 101 (37.13%) SQL Server Reporting Services
4 86 (31.62%) SQL Server Analysis Services
5 72 (26.47%) SQL Server 2012
6 46 (16.91%) Big Data
7 43 (15.81%) SQL Server 2014
8 32 (11.76%) SQL Server 2008
9 31 (11.40%) Hadoop
10 30 (11.03%) SQL Server 2005
11 22 (8.09%) OLAP
12 20 (7.35%) NoSQL
12 20 (7.35%) QlikView
13 19 (6.99%) MySQL
14 18 (6.62%) Power BI
15 16 (5.88%) Oracle Database
16 15 (5.51%) BusinessObjects
16 15 (5.51%) Data Mining
17 14 (5.15%) DB2
17 14 (5.15%) SQL Server 2016
Development Applications
1 12 (4.41%) Oracle APEX
2 10 (3.68%) JIRA
3 7 (2.57%) Talend Open Studio
4 5 (1.84%) SQL Server Management Studio (SSMS)
4 5 (1.84%) Team Foundation Server
5 2 (0.74%) ERwin
5 2 (0.74%) Git (software)
5 2 (0.74%) Visual Studio
General
1 54 (19.85%) Finance
2 23 (8.46%) Marketing
3 11 (4.04%) Banking
4 10 (3.68%) Retail
5 4 (1.47%) Pharmaceutical
6 2 (0.74%) Advertising
6 2 (0.74%) Electronics
6 2 (0.74%) Games
6 2 (0.74%) Law
7 1 (0.37%) Automotive
7 1 (0.37%) Back Office
7 1 (0.37%) Retail Banking
7 1 (0.37%) Telecoms
Job Titles
1 97 (35.66%) Developer
2 54 (19.85%) SQL Developer
3 52 (19.12%) Architect
4 47 (17.28%) Analyst
5 44 (16.18%) Business Intelligence Developer
6 43 (15.81%) Data Architect
7 41 (15.07%) SQL Server Developer
8 34 (12.50%) SSIS Developer
9 23 (8.46%) SQL BI Developer
10 22 (8.09%) SSAS Developer
11 21 (7.72%) Data Warehouse Architect
12 20 (7.35%) Business Intelligence Analyst
13 19 (6.99%) Data Warehouse Developer
13 19 (6.99%) SSRS Developer
14 17 (6.25%) Business Analyst
14 17 (6.25%) SQL Analyst
14 17 (6.25%) SQL Server BI Developer
15 15 (5.51%) Project Manager
16 14 (5.15%) DBA
17 13 (4.78%) Data Business Analyst
Libraries, Frameworks & Software Standards
1 33 (12.13%) .NET
2 8 (2.94%) Kafka
3 7 (2.57%) Velocity
4 4 (1.47%) CakePHP
4 4 (1.47%) MDX
4 4 (1.47%) XML
5 3 (1.10%) ASP.NET
5 3 (1.10%) ODBC
6 2 (0.74%) .NET Framework
6 2 (0.74%) Entity Framework
6 2 (0.74%) J2EE
6 2 (0.74%) Silverlight
6 2 (0.74%) Spark Streaming
6 2 (0.74%) WCF
6 2 (0.74%) WPF
Miscellaneous
1 46 (16.91%) Analytical Skills
2 28 (10.29%) Data Structures
3 27 (9.93%) Management Information System
4 7 (2.57%) Data Integration
4 7 (2.57%) Visualisation
5 5 (1.84%) New Media
6 4 (1.47%) Computer Science
7 2 (0.74%) Clustering
7 2 (0.74%) NHS
7 2 (0.74%) Replication
7 2 (0.74%) Statistics
7 2 (0.74%) Taxonomies
8 1 (0.37%) Cybercrime
Operating Systems
1 22 (8.09%) Unix
2 20 (7.35%) Linux
3 5 (1.84%) Windows
Processes & Methodologies
1 195 (71.69%) Business Intelligence
2 124 (45.59%) ETL
3 68 (25.00%) Agile Software Development
4 49 (18.01%) Data Modelling
5 36 (13.24%) Migration
6 35 (12.87%) Kimball Methodology
7 32 (11.76%) Analytics
8 29 (10.66%) Data Architecture
8 29 (10.66%) Data Management
9 28 (10.29%) E-Commerce
10 27 (9.93%) Data Governance
11 25 (9.19%) CRM
12 24 (8.82%) Data Migration
13 23 (8.46%) High Availability
14 22 (8.09%) Inmon Methodology
15 20 (7.35%) Data Analysis
15 20 (7.35%) Scrum
15 20 (7.35%) SDLC
16 18 (6.62%) TOGAF
17 17 (6.25%) Systems Analysis
Programming Languages
1 181 (66.54%) SQL
2 66 (24.26%) T-SQL
3 16 (5.88%) PL/SQL
4 14 (5.15%) C#
5 13 (4.78%) Shell Script
6 9 (3.31%) VB
6 9 (3.31%) VBScript
7 6 (2.21%) VB.NET
8 4 (1.47%) Bash Shell
8 4 (1.47%) Java
8 4 (1.47%) PHP
8 4 (1.47%) VBA
9 3 (1.10%) Python
9 3 (1.10%) Ruby
10 2 (0.74%) C
10 2 (0.74%) C++
10 2 (0.74%) JavaScript
10 2 (0.74%) PowerShell
10 2 (0.74%) Scala
Qualifications
1 10 (3.68%) Degree
2 6 (2.21%) Microsoft Certification
3 2 (0.74%) ISEB
3 2 (0.74%) MBA
3 2 (0.74%) MCSA
3 2 (0.74%) MCSE
4 1 (0.37%) MCITP
4 1 (0.37%) MCTS
Quality Assurance & Compliance
1 45 (16.54%) Data Quality
2 6 (2.21%) SLA
3 3 (1.10%) QA
System Software
1 8 (2.94%) Apache Flume
2 7 (2.57%) HDFS
3 4 (1.47%) Active Directory
Vendors
1 73 (26.84%) Microsoft
2 61 (22.43%) Oracle
3 15 (5.51%) Netezza
4 9 (3.31%) Tableau
5 8 (2.94%) Hortonworks
5 8 (2.94%) IBM
5 8 (2.94%) Teradata
6 7 (2.57%) Cloudera
6 7 (2.57%) Cognos
6 7 (2.57%) Informatica
6 7 (2.57%) MapR
6 7 (2.57%) Talend
7 6 (2.21%) EPiServer
8 5 (1.84%) OpenText
9 4 (1.47%) Capita
10 3 (1.10%) Ab Initio
10 3 (1.10%) Sagent
11 2 (0.74%) MicroStrategy
11 2 (0.74%) Salesforce.com
11 2 (0.74%) Sun
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