Period
to 25 May 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 25 May 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
25 May 2018
Same period 2017 Same period 2016
Rank 93 96 63
Rank change year-on-year +3 -33 -1
Contract jobs citing Data Warehouse 60 38 89
As % of all contract IT jobs advertised in Leeds 2.35% 1.80% 3.07%
As % of the Database & Business Intelligence category 9.42% 6.54% 13.22%
Number of daily rates quoted 45 21 79
Leeds median daily rate £415 £375 £375
Median daily rate % change year-on-year +10.67% - -
10th Percentile £263 £300 £306
90th Percentile £519 £450 £605
West Yorkshire median daily rate £415 £381 £375
% change year-on-year +8.85% +1.67% +3.45%
Number of hourly rates quoted 0 0 0
Leeds median hourly rate - - -
West Yorkshire median hourly rate - £34.24 £23.00
% change year-on-year - +48.87% -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 637 581 673
As % of all contract IT jobs advertised in Leeds 24.91% 27.50% 23.18%
Number of daily rates quoted 458 382 471
Leeds median daily rate £400 £375 £382
Median daily rate % change year-on-year +6.67% -1.83% +6.11%
10th Percentile £300 £300 £293
90th Percentile £538 £510 £538
West Yorkshire median daily rate £400 £390 £375
% change year-on-year +2.56% +4.00% +3.45%
Number of hourly rates quoted 1 3 1
Leeds median hourly rate £10.00 £19.00 £16.09
Median hourly rate % change year-on-year -47.37% +18.09% -23.38%
West Yorkshire median hourly rate £21.75 £19.00 £21.00
% change year-on-year +14.47% -9.52% +13.90%

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 25 May 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 25 May 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 (50.00%) ETL
2 26 (43.33%) Business Intelligence
2 26 (43.33%) SQL
3 22 (36.67%) Agile Software Development
4 15 (25.00%) Hadoop
4 15 (25.00%) Big Data
5 14 (23.33%) Apache Spark
5 14 (23.33%) Banking
5 14 (23.33%) SQL Server
5 14 (23.33%) Finance
6 13 (21.67%) NHS
6 13 (21.67%) Retail
6 13 (21.67%) PMO
7 12 (20.00%) Apache Hive
7 12 (20.00%) Data Modelling
7 12 (20.00%) Python
8 11 (18.33%) E-Commerce
8 11 (18.33%) Scrum
8 11 (18.33%) SQL Server Integration Services
8 11 (18.33%) Kafka
8 11 (18.33%) Analytics
9 10 (16.67%) Talend
9 10 (16.67%) MapReduce
9 10 (16.67%) HBase
9 10 (16.67%) Migration
9 10 (16.67%) Informatica
10 9 (15.00%) Data Migration
10 9 (15.00%) Data Analytics
10 9 (15.00%) Spark Streaming
10 9 (15.00%) DevOps

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 14 (23.33%) Apache Spark
2 4 (6.67%) Apache
3 3 (5.00%) Confluence
3 3 (5.00%) SAS
4 1 (1.67%) Exchange Server 2013
4 1 (1.67%) IIS
4 1 (1.67%) MS Exchange
Applications
1 1 (1.67%) Microsoft Project
Cloud Services
1 7 (11.67%) Amazon AWS
2 5 (8.33%) GitHub
3 2 (3.33%) Amazon S3
3 2 (3.33%) Microsoft Azure
4 1 (1.67%) Cloud Computing
4 1 (1.67%) Trello
Communications & Networking
1 4 (6.67%) DSL
Database & Business Intelligence
1 15 (25.00%) Big Data
1 15 (25.00%) Hadoop
2 14 (23.33%) SQL Server
3 12 (20.00%) Apache Hive
4 11 (18.33%) SQL Server Integration Services
5 10 (16.67%) HBase
6 7 (11.67%) Pentaho
7 6 (10.00%) SQL Server Analysis Services
7 6 (10.00%) SQL Server Reporting Services
8 5 (8.33%) Blockchain
8 5 (8.33%) Impala
8 5 (8.33%) NoSQL
8 5 (8.33%) Relational Database
8 5 (8.33%) Sqoop
9 4 (6.67%) DataStage
9 4 (6.67%) Riak
9 4 (6.67%) SQL Server 2008
10 3 (5.00%) Data Mart
10 3 (5.00%) Power BI
10 3 (5.00%) SQL Server 2016
Development Applications
1 5 (8.33%) JIRA
2 2 (3.33%) Git (software)
3 1 (1.67%) GitLab
3 1 (1.67%) SQL Server Management Studio (SSMS)
General
1 14 (23.33%) Banking
1 14 (23.33%) Finance
2 13 (21.67%) Retail
3 1 (1.67%) Advertising
Job Titles
1 27 (45.00%) Developer
2 13 (21.67%) Analyst
3 10 (16.67%) Data Engineer
4 9 (15.00%) SQL Developer
5 7 (11.67%) ETL Developer
6 6 (10.00%) Business Analyst
7 5 (8.33%) .NET Developer
7 5 (8.33%) Big Data Developer
7 5 (8.33%) Data Analyst
7 5 (8.33%) Data Business Analyst
7 5 (8.33%) Python Developer
8 4 (6.67%) ETL Analyst
8 4 (6.67%) SQL Analyst
9 3 (5.00%) Business Intelligence Analyst
9 3 (5.00%) Business Intelligence Business Analyst
9 3 (5.00%) Data Warehouse Analyst
9 3 (5.00%) Data Warehouse Business Analyst
9 3 (5.00%) Report Analyst
9 3 (5.00%) SQL Reporting Analyst
9 3 (5.00%) Test Analyst
Libraries, Frameworks & Software Standards
1 11 (18.33%) Kafka
2 9 (15.00%) Spark Streaming
3 7 (11.67%) .NET
4 5 (8.33%) ASP.NET
5 4 (6.67%) Web Services
6 2 (3.33%) ASP.NET Web Forms
7 1 (1.67%) Ajax
7 1 (1.67%) Doctrine
7 1 (1.67%) HTML
7 1 (1.67%) WCF
7 1 (1.67%) WPF
Miscellaneous
1 13 (21.67%) NHS
2 3 (5.00%) Analytical Skills
2 3 (5.00%) Mainframe
3 2 (3.33%) Management Information System
4 1 (1.67%) Clustering
4 1 (1.67%) Market Risk
Operating Systems
1 4 (6.67%) Unix
2 1 (1.67%) Windows
2 1 (1.67%) Windows Server 2008
2 1 (1.67%) Windows Server 2012
Processes & Methodologies
1 30 (50.00%) ETL
2 26 (43.33%) Business Intelligence
3 22 (36.67%) Agile Software Development
4 12 (20.00%) Data Modelling
5 11 (18.33%) Analytics
5 11 (18.33%) E-Commerce
5 11 (18.33%) Scrum
6 10 (16.67%) MapReduce
6 10 (16.67%) Migration
7 9 (15.00%) Data Analytics
7 9 (15.00%) Data Migration
7 9 (15.00%) DevOps
8 7 (11.67%) Data Integration
8 7 (11.67%) ETL Development
9 5 (8.33%) Change Management
9 5 (8.33%) Data Mapping
9 5 (8.33%) TDD
9 5 (8.33%) Web Development
10 4 (6.67%) Data Management
10 4 (6.67%) Systems Analysis
Programming Languages
1 26 (43.33%) SQL
2 12 (20.00%) Python
3 5 (8.33%) JavaScript
3 5 (8.33%) T-SQL
3 5 (8.33%) VB.NET
4 4 (6.67%) HiveQL
4 4 (6.67%) Java
4 4 (6.67%) Scala
4 4 (6.67%) Shell Script
5 2 (3.33%) C#
5 2 (3.33%) COBOL
6 1 (1.67%) PHP
6 1 (1.67%) VBA
Qualifications
1 5 (8.33%) Security Cleared
2 4 (6.67%) SC Cleared
Quality Assurance & Compliance
1 13 (21.67%) PMO
2 3 (5.00%) GDPR
System Software
1 7 (11.67%) Apache Flume
2 6 (10.00%) Docker
3 1 (1.67%) Active Directory
Systems Management
1 5 (8.33%) Ansible
2 3 (5.00%) Puppet
3 1 (1.67%) Kubernetes
Vendors
1 10 (16.67%) Informatica
1 10 (16.67%) Talend
2 5 (8.33%) Microsoft
3 4 (6.67%) Cloudera
3 4 (6.67%) IBM
3 4 (6.67%) Splunk
4 2 (3.33%) Hortonworks
4 2 (3.33%) Oracle
5 1 (1.67%) Zend