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

3 months to
28 May 2016
Same period 2015 Same period 2014
Data Warehousing
Rank 59 70 77
Rank change year-on-year
+11 +7
Permanent jobs citing Data Warehouse 129 112 132
As % of all permanent IT jobs located in Leeds 4.29% 3.43% 3.57%
As % of the Database & Business Intelligence category 13.04% 10.69% 10.73%
Number of salaries quoted 66 91 107
Median salary £40,000 £40,000 £41,722
Median salary % change year-on-year
- -4.12%
90% offered a salary of more than £27,250 £30,000 £31,500
10% offered a salary of more than £53,750 £65,000 £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
989 1048 1230
As % of all permanent IT jobs located in Leeds 32.88% 32.06% 33.23%
Number of salaries quoted 773 860 1042
Median salary £40,000 £40,000 £40,000
90% offered a salary of more than £31,000 £30,000 £28,000
10% offered a salary of more than £57,500 £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 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 28 May 2016.

Data Warehouse Salary Histogram in Leeds

Data Warehouse
Top 30 Related IT Skills in Leeds

For the 6 months to 28 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.

1 222 (67.27%) Business Intelligence
2 216 (65.45%) SQL
3 172 (52.12%) SQL Server
4 153 (46.36%) ETL
5 128 (38.79%) SQL Server Integration Services
6 113 (34.24%) SQL Server Reporting Services
7 95 (28.79%) SQL Server Analysis Services
8 94 (28.48%) SQL Server 2012
9 85 (25.76%) MS Excel
10 80 (24.24%) Agile Software Development
11 79 (23.94%) Microsoft
12 74 (22.42%) Oracle
13 71 (21.52%) Analytical Skills
14 70 (21.21%) Finance
14 70 (21.21%) T-SQL
15 62 (18.79%) Big Data
16 58 (17.58%) Data Quality
17 56 (16.97%) SQL Server 2014
18 55 (16.67%) Data Modelling
19 47 (14.24%) Data Architecture
20 46 (13.94%) Data Management
21 45 (13.64%) .NET
21 45 (13.64%) Kimball Methodology
22 44 (13.33%) Migration
23 42 (12.73%) Analytics
24 40 (12.12%) Hadoop
25 36 (10.91%) SQL Server 2008
26 35 (10.61%) Management Information System
27 34 (10.30%) E-Commerce
27 34 (10.30%) Data Governance

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 18 (5.45%) SharePoint
2 17 (5.15%) SAS
3 14 (4.24%) Apache Pig
4 13 (3.94%) Apache Spark
5 6 (1.82%) CMS
6 4 (1.21%) MS Exchange
Applications
1 85 (25.76%) MS Excel
2 8 (2.42%) MS Visio
3 2 (0.61%) MS Office
Business Applications
1 6 (1.82%) Dynamics GP
2 5 (1.52%) Dynamics CRM
Cloud Services
1 14 (4.24%) Microsoft Azure
Communications & Networking
1 1 (0.30%) FTP
1 1 (0.30%) TCP/IP
Database & Business Intelligence
1 172 (52.12%) SQL Server
2 128 (38.79%) SQL Server Integration Services
3 113 (34.24%) SQL Server Reporting Services
4 95 (28.79%) SQL Server Analysis Services
5 94 (28.48%) SQL Server 2012
6 62 (18.79%) Big Data
7 56 (16.97%) SQL Server 2014
8 40 (12.12%) Hadoop
9 36 (10.91%) SQL Server 2008
10 32 (9.70%) SQL Server 2005
11 31 (9.39%) OLAP
12 27 (8.18%) NoSQL
13 24 (7.27%) MySQL
14 23 (6.97%) QlikView
15 21 (6.36%) BusinessObjects
16 20 (6.06%) Oracle Database
17 18 (5.45%) Data Mining
18 16 (4.85%) Power BI
18 16 (4.85%) Relational Database
19 15 (4.55%) Apache Hive
Development Applications
1 14 (4.24%) Oracle APEX
2 10 (3.03%) Talend Open Studio
3 5 (1.52%) JIRA
3 5 (1.52%) SQL Server Management Studio (SSMS)
4 3 (0.91%) Team Foundation Server
5 2 (0.61%) ERwin
General
1 70 (21.21%) Finance
2 29 (8.79%) Marketing
3 15 (4.55%) Banking
3 15 (4.55%) Retail
4 4 (1.21%) Pharmaceutical
5 2 (0.61%) Advertising
5 2 (0.61%) Back Office
5 2 (0.61%) Electronics
5 2 (0.61%) Games
5 2 (0.61%) Law
6 1 (0.30%) Automotive
6 1 (0.30%) Legal
6 1 (0.30%) Telecoms
Job Titles
1 97 (29.39%) Developer
2 71 (21.52%) Architect
3 56 (16.97%) SQL Developer
4 55 (16.67%) Data Architect
5 54 (16.36%) Analyst
6 45 (13.64%) Business Intelligence Developer
7 42 (12.73%) SQL Server Developer
8 36 (10.91%) SSIS Developer
9 24 (7.27%) SQL BI Developer
10 22 (6.67%) Data Warehouse Architect
10 22 (6.67%) SSAS Developer
11 20 (6.06%) Business Analyst
11 20 (6.06%) DBA
11 20 (6.06%) ETL Architect
11 20 (6.06%) SSRS Developer
12 19 (5.76%) Data Warehouse Developer
12 19 (5.76%) SQL Server BI Developer
13 18 (5.45%) Business Intelligence Analyst
13 18 (5.45%) SQL DBA
14 16 (4.85%) Consultant
Libraries, Frameworks & Software Standards
1 45 (13.64%) .NET
2 12 (3.64%) Kafka
3 8 (2.42%) Velocity
4 6 (1.82%) CakePHP
5 4 (1.21%) ODBC
5 4 (1.21%) XML
6 3 (0.91%) .NET Framework
6 3 (0.91%) ASP.NET
6 3 (0.91%) WCF
7 2 (0.61%) Entity Framework
7 2 (0.61%) J2EE
7 2 (0.61%) MDX
7 2 (0.61%) Silverlight
7 2 (0.61%) Spark Streaming
7 2 (0.61%) WPF
8 1 (0.30%) CSS
8 1 (0.30%) HTML
8 1 (0.30%) Web Services
Miscellaneous
1 71 (21.52%) Analytical Skills
2 35 (10.61%) Management Information System
3 34 (10.30%) Data Structures
4 10 (3.03%) Data Integration
4 10 (3.03%) Visualisation
5 5 (1.52%) New Media
6 4 (1.21%) Computer Science
7 3 (0.91%) Taxonomies
8 2 (0.61%) Clustering
8 2 (0.61%) Replication
9 1 (0.30%) Cybercrime
9 1 (0.30%) Data Protection Act
9 1 (0.30%) NHS
Operating Systems
1 27 (8.18%) Unix
2 24 (7.27%) Linux
3 7 (2.12%) Windows
4 1 (0.30%) Windows Server
Processes & Methodologies
1 222 (67.27%) Business Intelligence
2 153 (46.36%) ETL
3 80 (24.24%) Agile Software Development
4 55 (16.67%) Data Modelling
5 47 (14.24%) Data Architecture
6 46 (13.94%) Data Management
7 45 (13.64%) Kimball Methodology
8 44 (13.33%) Migration
9 42 (12.73%) Analytics
10 34 (10.30%) Data Governance
10 34 (10.30%) E-Commerce
11 32 (9.70%) CRM
12 31 (9.39%) High Availability
12 31 (9.39%) Inmon Methodology
13 30 (9.09%) Data Migration
14 27 (8.18%) SDLC
15 26 (7.88%) TOGAF
16 24 (7.27%) Line Management
17 21 (6.36%) Mentoring
18 20 (6.06%) Target Operating Model
Programming Languages
1 216 (65.45%) SQL
2 70 (21.21%) T-SQL
3 17 (5.15%) PL/SQL
4 16 (4.85%) Shell Script
5 11 (3.33%) C#
6 10 (3.03%) VB
6 10 (3.03%) VBScript
7 8 (2.42%) VBA
8 6 (1.82%) Bash Shell
8 6 (1.82%) VB.NET
9 5 (1.52%) PHP
10 4 (1.21%) Java
11 3 (0.91%) Python
11 3 (0.91%) Ruby
12 2 (0.61%) C
12 2 (0.61%) C++
12 2 (0.61%) JavaScript
12 2 (0.61%) Scala
13 1 (0.30%) R
Qualifications
1 16 (4.85%) Degree
2 4 (1.21%) ISEB
2 4 (1.21%) Microsoft Certification
3 3 (0.91%) MBA
4 1 (0.30%) MCITP
4 1 (0.30%) MCTS
Quality Assurance & Compliance
1 58 (17.58%) Data Quality
2 5 (1.52%) SLA
3 2 (0.61%) Basel II
3 2 (0.61%) Solvency II
4 1 (0.30%) QA
System Software
1 11 (3.33%) Apache Flume
2 10 (3.03%) HDFS
3 5 (1.52%) Active Directory
Vendors
1 79 (23.94%) Microsoft
2 74 (22.42%) Oracle
3 17 (5.15%) Netezza
4 13 (3.94%) Cognos
4 13 (3.94%) Tableau
5 12 (3.64%) Teradata
6 11 (3.33%) Cloudera
6 11 (3.33%) Hortonworks
6 11 (3.33%) Informatica
7 10 (3.03%) MapR
7 10 (3.03%) Talend
8 7 (2.12%) Ab Initio
9 6 (1.82%) EPiServer
9 6 (1.82%) IBM
9 6 (1.82%) Splunk
10 5 (1.52%) OpenText
11 4 (1.21%) Capita
12 3 (0.91%) Sagent
12 3 (0.91%) Salesforce.com
13 2 (0.61%) SAP
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