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

3 months to
28 Jul 2016
Same period 2015 Same period 2014
Data Warehousing
Rank 98 100 82
Rank change year-on-year
+2 -18
Permanent jobs citing Data Warehouse 65 94 123
As % of all permanent IT jobs located in Leeds 2.36% 2.70% 3.36%
As % of the Database & Business Intelligence category 8.17% 8.15% 10.00%
Number of salaries quoted 45 70 91
Median salary £47,500 £42,750 £42,500
Median salary % change year-on-year
+11.11% +0.58%
90% offered a salary of more than £27,500 £31,350 £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
796 1153 1230
As % of all permanent IT jobs located in Leeds 28.91% 33.07% 33.58%
Number of salaries quoted 676 955 993
Median salary £42,500 £41,500 £40,000
Median salary % change year-on-year
+2.40% +3.75%
90% offered a salary of more than £30,000 £32,500 £27,500
10% offered a salary of more than £55,700 £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 28 July 2016.

Data Warehouse Salary Histogram in Leeds

Data Warehouse
Top 30 Related IT Skills in Leeds

For the 6 months to 28 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.

1 178 (77.06%) Business Intelligence
2 149 (64.50%) SQL
3 133 (57.58%) SQL Server
4 105 (45.45%) ETL
5 90 (38.96%) SQL Server Integration Services
6 84 (36.36%) SQL Server Reporting Services
7 79 (34.20%) SQL Server Analysis Services
8 71 (30.74%) Microsoft
9 63 (27.27%) Agile Software Development
10 62 (26.84%) MS Excel
11 59 (25.54%) SQL Server 2012
12 53 (22.94%) Oracle
13 52 (22.51%) T-SQL
14 47 (20.35%) Data Modelling
15 39 (16.88%) Finance
16 38 (16.45%) SQL Server 2014
17 36 (15.58%) Analytical Skills
18 35 (15.15%) Big Data
19 34 (14.72%) Data Quality
20 33 (14.29%) Migration
21 30 (12.99%) Kimball Methodology
22 29 (12.55%) SQL Server 2008
23 28 (12.12%) Hadoop
24 27 (11.69%) Analytics
25 25 (10.82%) SQL Server 2005
26 24 (10.39%) E-Commerce
26 24 (10.39%) .NET
26 24 (10.39%) Data Structures
26 24 (10.39%) Data Governance
27 21 (9.09%) Management Information System

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 (6.49%) SharePoint
2 6 (2.60%) Apache Pig
2 6 (2.60%) Apache Spark
2 6 (2.60%) CMS
3 5 (2.16%) SAS
4 4 (1.73%) MS Exchange
Applications
1 62 (26.84%) MS Excel
2 8 (3.46%) MS Office
3 7 (3.03%) MS Visio
4 2 (0.87%) MS PowerPoint
Business Applications
1 6 (2.60%) Dynamics GP
2 5 (2.16%) Dynamics CRM
Cloud Services
1 19 (8.23%) Microsoft Azure
Communications & Networking
1 1 (0.43%) Firewall
Database & Business Intelligence
1 133 (57.58%) SQL Server
2 90 (38.96%) SQL Server Integration Services
3 84 (36.36%) SQL Server Reporting Services
4 79 (34.20%) SQL Server Analysis Services
5 59 (25.54%) SQL Server 2012
6 38 (16.45%) SQL Server 2014
7 35 (15.15%) Big Data
8 29 (12.55%) SQL Server 2008
9 28 (12.12%) Hadoop
10 25 (10.82%) SQL Server 2005
11 20 (8.66%) Power BI
12 19 (8.23%) QlikView
13 17 (7.36%) MySQL
13 17 (7.36%) NoSQL
14 15 (6.49%) OLAP
14 15 (6.49%) Oracle Database
15 14 (6.06%) DB2
15 14 (6.06%) SQL Server 2016
16 12 (5.19%) Enterprise Data Warehouse
16 12 (5.19%) PowerPivot
Development Applications
1 13 (5.63%) JIRA
2 8 (3.46%) Team Foundation Server
3 7 (3.03%) Oracle APEX
4 5 (2.16%) Git (software)
4 5 (2.16%) SQL Server Management Studio (SSMS)
4 5 (2.16%) Visual Studio
5 4 (1.73%) Talend Open Studio
6 2 (0.87%) ERwin
General
1 39 (16.88%) Finance
2 20 (8.66%) Marketing
3 11 (4.76%) Retail
4 7 (3.03%) Banking
5 6 (2.60%) Pharmaceutical
6 2 (0.87%) Advertising
6 2 (0.87%) Electronics
6 2 (0.87%) Games
6 2 (0.87%) Law
6 2 (0.87%) Retail Banking
6 2 (0.87%) Telecoms
7 1 (0.43%) Back Office
Job Titles
1 93 (40.26%) Developer
2 47 (20.35%) SQL Developer
3 44 (19.05%) Architect
4 42 (18.18%) Business Intelligence Developer
5 41 (17.75%) Analyst
6 38 (16.45%) SQL Server Developer
7 36 (15.58%) Data Architect
8 32 (13.85%) SSIS Developer
9 23 (9.96%) SSAS Developer
10 20 (8.66%) Data Warehouse Architect
11 19 (8.23%) Business Analyst
12 18 (7.79%) SQL BI Developer
13 17 (7.36%) Business Intelligence Analyst
13 17 (7.36%) SQL Analyst
13 17 (7.36%) SSRS Developer
14 16 (6.93%) Data Warehouse Developer
15 14 (6.06%) ETL Developer
16 13 (5.63%) Data Business Analyst
17 12 (5.19%) Project Manager
17 12 (5.19%) SQL Server BI Developer
Libraries, Frameworks & Software Standards
1 24 (10.39%) .NET
2 6 (2.60%) MDX
3 5 (2.16%) Kafka
4 4 (1.73%) Velocity
4 4 (1.73%) XML
5 3 (1.30%) ASP.NET
5 3 (1.30%) ODBC
6 2 (0.87%) .NET Framework
6 2 (0.87%) CakePHP
6 2 (0.87%) Entity Framework
6 2 (0.87%) Silverlight
6 2 (0.87%) WCF
6 2 (0.87%) WPF
7 1 (0.43%) J2EE
7 1 (0.43%) Spark Streaming
Miscellaneous
1 36 (15.58%) Analytical Skills
2 24 (10.39%) Data Structures
3 21 (9.09%) Management Information System
4 8 (3.46%) Data Integration
5 6 (2.60%) Visualisation
6 5 (2.16%) New Media
7 4 (1.73%) Computer Science
7 4 (1.73%) Statistics
8 2 (0.87%) Clustering
8 2 (0.87%) NHS
8 2 (0.87%) Replication
9 1 (0.43%) Reference Data
9 1 (0.43%) Taxonomies
Operating Systems
1 15 (6.49%) Linux
2 10 (4.33%) Unix
3 5 (2.16%) Windows
Processes & Methodologies
1 178 (77.06%) Business Intelligence
2 105 (45.45%) ETL
3 63 (27.27%) Agile Software Development
4 47 (20.35%) Data Modelling
5 33 (14.29%) Migration
6 30 (12.99%) Kimball Methodology
7 27 (11.69%) Analytics
8 24 (10.39%) Data Governance
8 24 (10.39%) E-Commerce
9 21 (9.09%) Data Analysis
9 21 (9.09%) Data Architecture
10 19 (8.23%) Data Management
10 19 (8.23%) Inmon Methodology
11 18 (7.79%) CRM
11 18 (7.79%) Data Migration
11 18 (7.79%) SDLC
12 17 (7.36%) Mentoring
13 14 (6.06%) Performance Tuning
13 14 (6.06%) Systems Analysis
13 14 (6.06%) TOGAF
Programming Languages
1 149 (64.50%) SQL
2 52 (22.51%) T-SQL
3 17 (7.36%) C#
4 13 (5.63%) PL/SQL
5 9 (3.90%) Shell Script
6 6 (2.60%) VB.NET
7 5 (2.16%) Bash Shell
7 5 (2.16%) PowerShell
8 4 (1.73%) VB
8 4 (1.73%) VBScript
9 3 (1.30%) Java
9 3 (1.30%) PHP
9 3 (1.30%) VBA
10 2 (0.87%) JavaScript
10 2 (0.87%) Python
10 2 (0.87%) Ruby
11 1 (0.43%) C
11 1 (0.43%) C++
11 1 (0.43%) Scala
Qualifications
1 8 (3.46%) Microsoft Certification
2 7 (3.03%) Degree
3 4 (1.73%) MCSA
3 4 (1.73%) 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 (14.72%) Data Quality
2 7 (3.03%) SLA
3 3 (1.30%) QA
System Software
1 5 (2.16%) Apache Flume
2 4 (1.73%) Active Directory
2 4 (1.73%) HDFS
Vendors
1 71 (30.74%) Microsoft
2 53 (22.94%) Oracle
3 14 (6.06%) Netezza
4 10 (4.33%) IBM
5 9 (3.90%) Tableau
6 6 (2.60%) EPiServer
7 5 (2.16%) Cognos
7 5 (2.16%) Hortonworks
7 5 (2.16%) OpenText
7 5 (2.16%) Teradata
8 4 (1.73%) Cloudera
8 4 (1.73%) Informatica
8 4 (1.73%) MapR
8 4 (1.73%) MicroStrategy
8 4 (1.73%) Sun
8 4 (1.73%) Talend
9 2 (0.87%) Capita
9 2 (0.87%) SAP
10 1 (0.43%) Sagent
10 1 (0.43%) Splunk
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