Period
to 21 February 2018

The following table provides summary statistics for contract job vacancies advertised in Leeds with a requirement for Data Warehouse skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Warehouse over the 6 months to 21 February 2018 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Data Warehousing
6 months to
21 Feb 2018
Same period 2017 Same period 2016
Rank 80 80 73
Rank change year-on-year 0 -7 -10
Contract jobs citing Data Warehouse 52 58 72
As % of all contract IT jobs advertised in Leeds 2.19% 2.57% 2.45%
As % of the Database & Business Intelligence category 8.77% 9.76% 10.36%
Number of daily rates quoted 53 41 66
Leeds median daily rate £425 £375 £375
Median daily rate % change year-on-year +13.33% - +7.14%
10th Percentile £263 £308 £274
90th Percentile £550 £525 £631
West Yorkshire median daily rate £408 £380 £370
% change year-on-year +7.24% +2.70% +13.41%
Number of hourly rates quoted 0 0 0
Leeds median hourly rate - - -
West Yorkshire median hourly rate - £25.39 £23.00
% change year-on-year - +10.39% -8.00%

Data Warehouse is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Leeds with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Leeds
Contract vacancies with a requirement for database or business intelligence skills 593 594 695
As % of all contract IT jobs advertised in Leeds 25.02% 26.29% 23.64%
Number of daily rates quoted 426 392 477
Leeds median daily rate £390 £380 £380
Median daily rate % change year-on-year +2.63% - +12.59%
10th Percentile £275 £300 £285
90th Percentile £538 £537 £555
West Yorkshire median daily rate £390 £375 £375
% change year-on-year +4.00% - +7.14%
Number of hourly rates quoted 0 3 0
Leeds median hourly rate - £19.00 -
West Yorkshire median hourly rate - £19.00 £19.50
% change year-on-year - -2.56% +9.09%

Data Warehouse
Job Vacancy Trend in Leeds

Job postings citing Data Warehouse as a percentage of all IT jobs advertised in Leeds.

Job vacancy trend for Data Warehouse in Leeds

Data Warehouse
Contractor Daily Rate Trend in Leeds

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Data Warehouse in Leeds.

Contractor daily rate trend for Data Warehouse in Leeds

Data Warehouse
Contractor Daily Rate Histogram in Leeds

The daily rate distribution of IT jobs citing Data Warehouse in Leeds over the 6 months to 21 February 2018.

Contractor daily rate histogram for Data Warehouse in Leeds

Data Warehouse
Contractor Hourly Rate Trend in Leeds

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Data Warehouse in Leeds.

Contractor hourly rate trend for Data Warehouse in Leeds

For the 6 months to 21 February 2018, IT contractor jobs citing Data Warehouse also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the Leeds region with a requirement for Data Warehouse.

1 30 (57.69%) SQL
2 26 (50.00%) Business Intelligence
3 21 (40.38%) SQL Server
4 19 (36.54%) Finance
5 17 (32.69%) SQL Server Integration Services
6 15 (28.85%) Banking
6 15 (28.85%) ETL
7 13 (25.00%) Data Modelling
8 11 (21.15%) Agile Software Development
8 11 (21.15%) SQL Server Analysis Services
9 10 (19.23%) Data Management
9 10 (19.23%) SQL Server Reporting Services
9 10 (19.23%) Analytics
10 9 (17.31%) Migration
10 9 (17.31%) Oracle
11 7 (13.46%) .NET
11 7 (13.46%) T-SQL
11 7 (13.46%) Microsoft
11 7 (13.46%) Unix
11 7 (13.46%) Performance Tuning
11 7 (13.46%) Analytical Skills
11 7 (13.46%) Data Migration
11 7 (13.46%) Data Integration
11 7 (13.46%) Power BI
12 6 (11.54%) Tableau
12 6 (11.54%) SQL Server 2012
12 6 (11.54%) SAS
12 6 (11.54%) PL/SQL
12 6 (11.54%) Informatica
13 5 (9.62%) Change Management

Data Warehouse
Co-occurring 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 6 (11.54%) SAS
2 5 (9.62%) SharePoint
3 4 (7.69%) SharePoint 2013
4 3 (5.77%) Apache Spark
5 1 (1.92%) Apache
5 1 (1.92%) Confluence
Applications
1 4 (7.69%) Spreadsheet
2 2 (3.85%) Microsoft Excel
3 1 (1.92%) Microsoft Project
Cloud Services
1 1 (1.92%) Amazon AWS
1 1 (1.92%) Microsoft Azure
1 1 (1.92%) SaaS
Communications & Networking
1 1 (1.92%) DSL
Database & Business Intelligence
1 21 (40.38%) SQL Server
2 17 (32.69%) SQL Server Integration Services
3 11 (21.15%) SQL Server Analysis Services
4 10 (19.23%) SQL Server Reporting Services
5 7 (13.46%) Power BI
6 6 (11.54%) SQL Server 2012
7 5 (9.62%) Big Data
7 5 (9.62%) Blockchain
7 5 (9.62%) Enterprise Data Warehouse
7 5 (9.62%) Relational Database
8 4 (7.69%) BusinessObjects
8 4 (7.69%) Microsoft Analysis Services
8 4 (7.69%) NoSQL
8 4 (7.69%) SSDT
9 3 (5.77%) Apache Hive
9 3 (5.77%) Hadoop
9 3 (5.77%) HBase
9 3 (5.77%) MongoDB
9 3 (5.77%) Pentaho
9 3 (5.77%) SQL Server 2008
Development Applications
1 5 (9.62%) SQL Server Management Studio (SSMS)
2 4 (7.69%) Visual Studio
3 1 (1.92%) ERwin
3 1 (1.92%) JIRA
3 1 (1.92%) Octopus Deploy
General
1 19 (36.54%) Finance
2 15 (28.85%) Banking
3 5 (9.62%) Retail
4 1 (1.92%) Advertising
4 1 (1.92%) Financial Institution
Job Titles
1 21 (40.38%) Developer
2 18 (34.62%) Analyst
3 8 (15.38%) Business Analyst
4 7 (13.46%) Data Business Analyst
4 7 (13.46%) Data Warehouse Analyst
4 7 (13.46%) SQL Developer
5 6 (11.54%) Business Intelligence Developer
5 6 (11.54%) Data Analyst
5 6 (11.54%) Data Engineer
6 5 (9.62%) .NET Developer
6 5 (9.62%) Architect
6 5 (9.62%) Data Warehouse Business Analyst
7 4 (7.69%) Data Architect
8 3 (5.77%) Data Warehouse Architect
8 3 (5.77%) ETL Developer
8 3 (5.77%) SQL Analyst
8 3 (5.77%) SQL Server Analyst
8 3 (5.77%) SQL Server Developer
8 3 (5.77%) Systems Analyst
8 3 (5.77%) Technical Analyst
Libraries, Frameworks & Software Standards
1 7 (13.46%) .NET
2 5 (9.62%) ASP.NET
3 2 (3.85%) ASP.NET Web Forms
3 2 (3.85%) Middleware
4 1 (1.92%) Ajax
4 1 (1.92%) HTML
4 1 (1.92%) Kafka
4 1 (1.92%) Spark Streaming
4 1 (1.92%) WCF
4 1 (1.92%) Web Services
4 1 (1.92%) WPF
Miscellaneous
1 7 (13.46%) Analytical Skills
2 4 (7.69%) Management Information System
3 2 (3.85%) NHS
4 1 (1.92%) Enterprise Software
4 1 (1.92%) Mainframe
4 1 (1.92%) Market Risk
Operating Systems
1 7 (13.46%) Unix
2 1 (1.92%) Linux
Processes & Methodologies
1 26 (50.00%) Business Intelligence
2 15 (28.85%) ETL
3 13 (25.00%) Data Modelling
4 11 (21.15%) Agile Software Development
5 10 (19.23%) Analytics
5 10 (19.23%) Data Management
6 9 (17.31%) Migration
7 7 (13.46%) Data Integration
7 7 (13.46%) Data Migration
7 7 (13.46%) Performance Tuning
8 5 (9.62%) Business Analysis
8 5 (9.62%) Change Management
8 5 (9.62%) Data Architecture
8 5 (9.62%) Visualisation
8 5 (9.62%) Web Development
9 4 (7.69%) Continuous Improvement
9 4 (7.69%) Data Analysis
9 4 (7.69%) Data Visualisation
9 4 (7.69%) Stakeholder Management
9 4 (7.69%) Systems Analysis
Programming Languages
1 30 (57.69%) SQL
2 7 (13.46%) T-SQL
3 6 (11.54%) PL/SQL
4 5 (9.62%) VB.NET
5 4 (7.69%) Shell Script
6 2 (3.85%) C#
6 2 (3.85%) JavaScript
6 2 (3.85%) Python
6 2 (3.85%) R
7 1 (1.92%) HiveQL
7 1 (1.92%) VB
7 1 (1.92%) VBA
7 1 (1.92%) VBScript
Qualifications
1 3 (5.77%) MCSE
1 3 (5.77%) Microsoft Certification
2 1 (1.92%) Security Cleared
Quality Assurance & Compliance
1 4 (7.69%) QA
2 2 (3.85%) GDPR
2 2 (3.85%) PMO
3 1 (1.92%) Data Quality
System Software
1 1 (1.92%) Docker
Systems Management
1 1 (1.92%) Puppet
Vendors
1 9 (17.31%) Oracle
2 7 (13.46%) Microsoft
3 6 (11.54%) Informatica
3 6 (11.54%) Tableau
4 2 (3.85%) Datameer
4 2 (3.85%) IBM
4 2 (3.85%) Talend
5 1 (1.92%) CA
5 1 (1.92%) Capita
5 1 (1.92%) Cloudera
5 1 (1.92%) Logi
5 1 (1.92%) Logi Analytics
5 1 (1.92%) RedGate
5 1 (1.92%) SAP
5 1 (1.92%) Splunk