Period
to 17 July 2019

The following table provides summary statistics for contract job vacancies advertised in West Yorkshire 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 17 July 2019 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
Yorkshire > West Yorkshire
6 months to
17 Jul 2019
Same period 2018 Same period 2017
Rank 61 89 97
Rank change year-on-year +28 +8 -21
Contract jobs citing Data Warehouse 82 86 52
As % of all contract IT jobs advertised in West Yorkshire 3.05% 2.49% 1.83%
As % of the Database & Business Intelligence category 13.46% 10.17% 7.60%
Number of daily rates quoted 57 57 29
West Yorkshire median daily rate £425 £425 £400
Median daily rate % change year-on-year - +6.25% +5.26%
10th Percentile £325 £313 £329
90th Percentile £580 £525 £541
Yorkshire median daily rate £425 £425 £400
% change year-on-year - +6.25% -
Number of hourly rates quoted 0 0 1
West Yorkshire median hourly rate - - £34.24
Yorkshire median hourly rate - - £34.24

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 West Yorkshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
West Yorkshire
Contract vacancies with a requirement for database or business intelligence skills 609 846 684
As % of all contract IT jobs advertised in West Yorkshire 22.64% 24.48% 24.05%
Number of daily rates quoted 413 595 460
West Yorkshire median daily rate £425 £400 £400
Median daily rate % change year-on-year +6.25% - +5.26%
10th Percentile £313 £305 £300
90th Percentile £575 £538 £538
Yorkshire median daily rate £425 £400 £388
% change year-on-year +6.25% +3.23% +1.97%
Number of hourly rates quoted 21 6 9
West Yorkshire median hourly rate £19.81 £28.00 £19.00
Median hourly rate % change year-on-year -29.27% +47.37% +2.45%
10th Percentile £14.45 £13.50 £15.27
90th Percentile £28.73 £33.75 £35.09
Yorkshire median hourly rate £20.33 £21.42 £19.00
% change year-on-year -5.07% +12.71% +20.63%

Data Warehouse
Job Vacancy Trend in West Yorkshire

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

Job vacancy trend for Data Warehouse in West Yorkshire

Data Warehouse
Contractor Daily Rate Trend in West Yorkshire

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

Contractor daily rate trend for Data Warehouse in West Yorkshire

Data Warehouse
Contractor Daily Rate Histogram in West Yorkshire

The daily rate distribution of IT jobs citing Data Warehouse in West Yorkshire over the 6 months to 17 July 2019.

Contractor daily rate histogram for Data Warehouse in West Yorkshire

Data Warehouse
Contractor Hourly Rate Trend in West Yorkshire

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

Contractor hourly rate trend for Data Warehouse in West Yorkshire

Data Warehouse
Contract Job Locations in West Yorkshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Warehouse within the West Yorkshire region over the 6 months to 17 July 2019. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Leeds +37 73 £435 +2.35% 20
Bradford -1 5 £393 -22.28% 5
Wakefield -3 2 £475 -
Data Warehouse
Yorkshire

For the 6 months to 17 July 2019, 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 West Yorkshire region with a requirement for Data Warehouse.

1 43 (52.44%) SQL
1 43 (52.44%) Business Intelligence
2 30 (36.59%) SQL Server
3 29 (35.37%) SQL Server Integration Services
4 27 (32.93%) ETL
5 26 (31.71%) Agile Software Development
6 25 (30.49%) Big Data
7 23 (28.05%) Visualisation
8 21 (25.61%) Data Modelling
8 21 (25.61%) Power BI
8 21 (25.61%) Power Platform
9 20 (24.39%) Hadoop
9 20 (24.39%) Data Visualisation
9 20 (24.39%) Tableau
9 20 (24.39%) Python
10 19 (23.17%) T-SQL
10 19 (23.17%) SQL Server Reporting Services
10 19 (23.17%) SQL Server Analysis Services
11 17 (20.73%) Microsoft Azure
11 17 (20.73%) Data Science
12 16 (19.51%) Git (software)
12 16 (19.51%) Apache Spark
13 15 (18.29%) Microsoft
14 14 (17.07%) Amazon AWS
14 14 (17.07%) Apache Hive
14 14 (17.07%) Kafka
15 13 (15.85%) Analytics
15 13 (15.85%) Jenkins
15 13 (15.85%) Google Cloud Platform
15 13 (15.85%) Finance

Data Warehouse
Co-occurring IT Skills in West Yorkshire 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 16 (19.51%) Apache Spark
2 2 (2.44%) OpenEdge
2 2 (2.44%) SharePoint
2 2 (2.44%) SharePoint 2013
3 1 (1.22%) SAS
Applications
1 3 (3.66%) Microsoft Excel
2 2 (2.44%) MS Visio
2 2 (2.44%) Spreadsheet
Business Applications
1 1 (1.22%) Cognos Business Intelligence
1 1 (1.22%) Cognos TM1
Cloud Services
1 21 (25.61%) Power Platform
2 17 (20.73%) Microsoft Azure
3 14 (17.07%) Amazon AWS
4 13 (15.85%) Google Cloud Platform
5 6 (7.32%) GitHub
6 4 (4.88%) Azure Data Factory
7 1 (1.22%) Amazon SQS
7 1 (1.22%) AWS CodePipeline
7 1 (1.22%) AWS Lambda
7 1 (1.22%) Serverless
Communications & Networking
1 1 (1.22%) DHCP
1 1 (1.22%) DNS
1 1 (1.22%) Kerberos
Database & Business Intelligence
1 30 (36.59%) SQL Server
2 29 (35.37%) SQL Server Integration Services
3 25 (30.49%) Big Data
4 21 (25.61%) Power BI
5 20 (24.39%) Hadoop
6 19 (23.17%) SQL Server Analysis Services
6 19 (23.17%) SQL Server Reporting Services
7 14 (17.07%) Apache Hive
8 8 (9.76%) HBase
8 8 (9.76%) NoSQL
8 8 (9.76%) Snowflake Schema
9 6 (7.32%) Impala
10 5 (6.10%) RDBMS
10 5 (6.10%) Relational Database
11 4 (4.88%) Microsoft Power View
11 4 (4.88%) PowerPivot
12 3 (3.66%) Data Lake
12 3 (3.66%) Enterprise Data Warehouse
13 2 (2.44%) HDInsight
13 2 (2.44%) Qlik Sense
Development Applications
1 16 (19.51%) Git (software)
2 13 (15.85%) Jenkins
3 5 (6.10%) Team Foundation Server
4 4 (4.88%) Visual Studio
5 3 (3.66%) ERwin
6 2 (2.44%) ER Studio
6 2 (2.44%) PowerDesigner
6 2 (2.44%) SQL Server Management Studio (SSMS)
7 1 (1.22%) SonarQube
7 1 (1.22%) Sonatype Nexus
7 1 (1.22%) Visual Studio Team System
General
1 13 (15.85%) Finance
2 5 (6.10%) Retail
3 4 (4.88%) Social Science
4 2 (2.44%) Banking
4 2 (2.44%) Retail Banking
5 1 (1.22%) Games
Job Titles
1 40 (48.78%) Developer
2 22 (26.83%) Business Intelligence Developer
3 19 (23.17%) SQL Developer
4 12 (14.63%) SQL BI Developer
5 11 (13.41%) Big Data Engineer
6 7 (8.54%) Data Engineer
6 7 (8.54%) SQL Server Developer
7 6 (7.32%) Architect
7 6 (7.32%) SQL Server BI Developer
8 5 (6.10%) Data Architect
8 5 (6.10%) Data Scientist
8 5 (6.10%) DevOps Engineer
8 5 (6.10%) Microsoft Developer
8 5 (6.10%) Power BI Developer
8 5 (6.10%) SSIS Developer
8 5 (6.10%) T-SQL Developer
9 4 (4.88%) Analyst
9 4 (4.88%) Data Warehouse Developer
9 4 (4.88%) Hadoop Engineer
9 4 (4.88%) Microsoft BI Developer
Libraries, Frameworks & Software Standards
1 14 (17.07%) Kafka
2 4 (4.88%) D3.js
2 4 (4.88%) ggplot
3 1 (1.22%) .NET
3 1 (1.22%) AngularJS
3 1 (1.22%) HTML
3 1 (1.22%) HTML5
3 1 (1.22%) JSON
3 1 (1.22%) Lambda Expressions
3 1 (1.22%) Node.js
3 1 (1.22%) React
3 1 (1.22%) REST
Miscellaneous
1 10 (12.20%) Analytical Skills
2 4 (4.88%) NHS
3 3 (3.66%) Data Structures
4 2 (2.44%) Greenfield Project
4 2 (2.44%) Self-Motivation
5 1 (1.22%) Algorithms
5 1 (1.22%) Data Protection Act
5 1 (1.22%) Management Information System
Operating Systems
1 12 (14.63%) Linux
2 3 (3.66%) CentOS
Processes & Methodologies
1 43 (52.44%) Business Intelligence
2 27 (32.93%) ETL
3 26 (31.71%) Agile Software Development
4 23 (28.05%) Visualisation
5 21 (25.61%) Data Modelling
6 20 (24.39%) Data Visualisation
7 17 (20.73%) Data Science
8 13 (15.85%) Analytics
9 10 (12.20%) Data Integration
9 10 (12.20%) Data Management
9 10 (12.20%) DevOps
9 10 (12.20%) Migration
10 9 (10.98%) Continuous Integration
10 9 (10.98%) Software Engineering
11 8 (9.76%) Data Migration
11 8 (9.76%) TDD
11 8 (9.76%) Test Automation
12 6 (7.32%) Kimball Methodology
13 5 (6.10%) Data Architecture
13 5 (6.10%) Stakeholder Management
Programming Languages
1 43 (52.44%) SQL
2 20 (24.39%) Python
3 19 (23.17%) T-SQL
4 12 (14.63%) Scala
5 11 (13.41%) Ruby
6 6 (7.32%) Go
6 6 (7.32%) Java
7 5 (6.10%) R
8 4 (4.88%) C
8 4 (4.88%) C++
8 4 (4.88%) Perl
8 4 (4.88%) PowerShell
9 3 (3.66%) PL/SQL
10 2 (2.44%) Bash Shell
10 2 (2.44%) Data Analysis Expressions (DAX)
11 1 (1.22%) C#
11 1 (1.22%) HiveQL
11 1 (1.22%) JavaScript
11 1 (1.22%) Shell Script
11 1 (1.22%) U-SQL
Qualifications
1 4 (4.88%) Degree
1 4 (4.88%) Master's Degree
2 3 (3.66%) MCSE
2 3 (3.66%) Microsoft Certification
2 3 (3.66%) PMP
3 1 (1.22%) BPSS Clearance
3 1 (1.22%) DV Cleared
3 1 (1.22%) ISEB
3 1 (1.22%) ISTQB
3 1 (1.22%) MCSA
3 1 (1.22%) SC Cleared
3 1 (1.22%) Security Cleared
Quality Assurance & Compliance
1 6 (7.32%) Data Quality
1 6 (7.32%) QA
2 4 (4.88%) PMO
3 1 (1.22%) GDPR
System Software
1 1 (1.22%) Active Directory
1 1 (1.22%) Docker
Systems Management
1 6 (7.32%) Opscode Chef
2 4 (4.88%) Oozie
3 1 (1.22%) Terraform
Vendors
1 20 (24.39%) Tableau
2 15 (18.29%) Microsoft
3 13 (15.85%) Google
4 4 (4.88%) Alteryx
4 4 (4.88%) Databricks
4 4 (4.88%) Dataiku
5 3 (3.66%) IBM
6 2 (2.44%) Informatica
6 2 (2.44%) Netezza
6 2 (2.44%) Paxata
7 1 (1.22%) Ab Initio
7 1 (1.22%) BiZZdesign
7 1 (1.22%) Cognos
7 1 (1.22%) MapR
7 1 (1.22%) Oracle
7 1 (1.22%) SAP