Period
to 11 December 2017

The following table provides summary statistics for contract job vacancies advertised in 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 11 December 2017 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
England > Yorkshire
6 months to
11 Dec 2017
Same period 2016 Same period 2015
Rank 69 58 73
Rank change year-on-year -11 +15 -33
Contract jobs citing Data Warehouse 128 181 176
As % of all contract IT jobs advertised in Yorkshire 2.87% 3.40% 2.81%
As % of the Database & Business Intelligence category 13.01% 13.57% 11.09%
Number of daily rates quoted 119 120 140
Yorkshire median daily rate £425 £375 £350
Median daily rate % change year-on-year +13.33% +7.14% -6.67%
10th Percentile £299 £285 £263
90th Percentile £615 £525 £494
England median daily rate £450 £438 £425
% change year-on-year +2.86% +2.94% +1.19%
Number of hourly rates quoted 0 3 0
Yorkshire median hourly rate - £25.39 -
England median hourly rate £27.00 £41.00 £25.44
% change year-on-year -34.15% +61.16% -43.47%

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 Yorkshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Yorkshire
Contract vacancies with a requirement for database or business intelligence skills 984 1334 1587
As % of all contract IT jobs advertised in Yorkshire 22.09% 25.06% 25.31%
Number of daily rates quoted 669 905 1083
Yorkshire median daily rate £400 £380 £375
Median daily rate % change year-on-year +5.26% +1.33% +7.14%
10th Percentile £300 £275 £270
90th Percentile £544 £538 £525
England median daily rate £463 £425 £420
% change year-on-year +8.82% +1.19% +5.00%
Number of hourly rates quoted 4 20 18
Yorkshire median hourly rate £28.25 £14.25 £17.08
Median hourly rate % change year-on-year +98.25% -16.57% +6.75%
10th Percentile £14.63 £12.23 £8.85
90th Percentile £41.65 £31.50 £37.04
England median hourly rate £32.25 £27.50 £27.50
% change year-on-year +17.27% - +5.77%

Data Warehouse
Job Vacancy Trend in Yorkshire

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

Job vacancy trend for Data Warehouse in Yorkshire

Data Warehouse
Contractor Daily Rate Trend in Yorkshire

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

Contractor daily rate trend for Data Warehouse in Yorkshire

Data Warehouse
Contractor Daily Rate Histogram in Yorkshire

The daily rate distribution of IT jobs citing Data Warehouse in Yorkshire over the 6 months to 11 December 2017.

Contractor daily rate histogram for Data Warehouse in Yorkshire

Data Warehouse
Contractor Hourly Rate Trend in Yorkshire

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

Contractor hourly rate trend for Data Warehouse in Yorkshire

Data Warehouse
Contract Job Locations in 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 Yorkshire region over the 6 months to 11 December 2017. 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
West Yorkshire -12 88 £425 +6.25% 15
South Yorkshire +13 34 £425 +13.33% 5
East Yorkshire -5 3 £325 - 2
North Yorkshire +3 2 £450 +12.50% 1
Data Warehouse
England

For the 6 months to 11 December 2017, IT contractor 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 contract ads across the Yorkshire region with a requirement for Data Warehouse.

1 87 (67.97%) Business Intelligence
2 75 (58.59%) SQL
3 67 (52.34%) SQL Server
4 42 (32.81%) Data Modelling
5 41 (32.03%) ETL
5 41 (32.03%) SQL Server Integration Services
6 39 (30.47%) Microsoft
7 37 (28.91%) SQL Server Reporting Services
8 36 (28.13%) Finance
9 35 (27.34%) SQL Server Analysis Services
10 33 (25.78%) Migration
11 27 (21.09%) Oracle
12 26 (20.31%) Agile Software Development
12 26 (20.31%) Data Integration
13 25 (19.53%) Analytics
14 22 (17.19%) Data Management
14 22 (17.19%) Power BI
15 19 (14.84%) T-SQL
15 19 (14.84%) Data Architecture
16 16 (12.50%) Data Migration
17 15 (11.72%) Data Quality
17 15 (11.72%) Data Governance
17 15 (11.72%) Performance Tuning
17 15 (11.72%) Analytical Skills
17 15 (11.72%) OLAP
17 15 (11.72%) Data Analysis
18 14 (10.94%) Unix
18 14 (10.94%) Big Data
18 14 (10.94%) Kimball Methodology
19 13 (10.16%) QA

Data Warehouse
Co-occurring IT Skills in 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 13 (10.16%) SAS
2 5 (3.91%) SharePoint
3 4 (3.13%) SharePoint 2013
4 2 (1.56%) Apache Spark
5 1 (0.78%) Confluence
Applications
1 6 (4.69%) Microsoft Excel
2 4 (3.13%) Spreadsheet
3 1 (0.78%) Microsoft Office
3 1 (0.78%) Microsoft Project
Business Applications
1 7 (5.47%) Oracle Receivables
2 6 (4.69%) SAP IS-U
3 5 (3.91%) Oracle iProcurement
4 2 (1.56%) Oracle EBS
4 2 (1.56%) Oracle General Ledger
4 2 (1.56%) Oracle Payables
5 1 (0.78%) iTrent
Cloud Services
1 5 (3.91%) Microsoft Azure
2 2 (1.56%) Amazon AWS
2 2 (1.56%) Google Cloud Platform
3 1 (0.78%) Azure Data Factory
3 1 (0.78%) Data Lake Analytics
3 1 (0.78%) SaaS
Communications & Networking
1 5 (3.91%) SMS
Database & Business Intelligence
1 67 (52.34%) SQL Server
2 41 (32.03%) SQL Server Integration Services
3 37 (28.91%) SQL Server Reporting Services
4 35 (27.34%) SQL Server Analysis Services
5 22 (17.19%) Power BI
6 15 (11.72%) OLAP
7 14 (10.94%) Big Data
8 12 (9.38%) SQL Server 2012
9 11 (8.59%) BusinessObjects
9 11 (8.59%) Microsoft Analysis Services
9 11 (8.59%) Relational Database
9 11 (8.59%) SQL Server 2014
10 10 (7.81%) Enterprise Data Warehouse
10 10 (7.81%) Oracle BI EE
10 10 (7.81%) Oracle Database
10 10 (7.81%) Oracle ODI
10 10 (7.81%) SQL Server 2008
10 10 (7.81%) SQL Server 2016
11 9 (7.03%) MongoDB
11 9 (7.03%) Oracle Database 12c
Development Applications
1 6 (4.69%) ERwin
2 5 (3.91%) SQL Server Management Studio (SSMS)
3 4 (3.13%) Visual Studio
4 1 (0.78%) JIRA
4 1 (0.78%) Octopus Deploy
4 1 (0.78%) VersaTest
General
1 36 (28.13%) Finance
2 11 (8.59%) Banking
3 8 (6.25%) Retail
4 3 (2.34%) Retail Banking
5 1 (0.78%) Advertising
5 1 (0.78%) Financial Institution
5 1 (0.78%) Pharmaceutical
Job Titles
1 59 (46.09%) Developer
2 26 (20.31%) Business Intelligence Developer
3 21 (16.41%) Analyst
4 20 (15.63%) Architect
5 17 (13.28%) Data Architect
6 12 (9.38%) SQL Developer
7 11 (8.59%) Consultant
8 8 (6.25%) Microsoft BI Developer
8 8 (6.25%) Microsoft Developer
8 8 (6.25%) SSAS Developer
9 7 (5.47%) Data Analyst
9 7 (5.47%) Data Engineer
9 7 (5.47%) Data Warehouse Analyst
9 7 (5.47%) Data Warehouse Architect
9 7 (5.47%) OBIEE Developer
9 7 (5.47%) Power BI Developer
9 7 (5.47%) SQL Analyst
9 7 (5.47%) SSRS Developer
10 6 (4.69%) Business Intelligence Architect
10 6 (4.69%) Lead Data Architect
Libraries, Frameworks & Software Standards
1 9 (7.03%) MDX
2 3 (2.34%) .NET
2 3 (2.34%) ASP.NET
3 2 (1.56%) ASP.NET Web Forms
3 2 (1.56%) Middleware
3 2 (1.56%) Oracle Fusion
4 1 (0.78%) XML
Miscellaneous
1 15 (11.72%) Analytical Skills
2 12 (9.38%) Management Information System
3 6 (4.69%) Enterprise Software
4 3 (2.34%) NHS
5 2 (1.56%) Greenfield Project
5 2 (1.56%) Replication
6 1 (0.78%) AS400
6 1 (0.78%) Data Structures
6 1 (0.78%) Virtual Team
Operating Systems
1 14 (10.94%) Unix
2 1 (0.78%) Linux
Processes & Methodologies
1 87 (67.97%) Business Intelligence
2 42 (32.81%) Data Modelling
3 41 (32.03%) ETL
4 33 (25.78%) Migration
5 26 (20.31%) Agile Software Development
5 26 (20.31%) Data Integration
6 25 (19.53%) Analytics
7 22 (17.19%) Data Management
8 19 (14.84%) Data Architecture
9 16 (12.50%) Data Migration
10 15 (11.72%) Data Analysis
10 15 (11.72%) Data Governance
10 15 (11.72%) Performance Tuning
11 14 (10.94%) Kimball Methodology
12 13 (10.16%) Data Strategy
13 11 (8.59%) Data Visualisation
13 11 (8.59%) Visualisation
14 8 (6.25%) Data Security
14 8 (6.25%) Enterprise Architecture
14 8 (6.25%) ETL Development
Programming Languages
1 75 (58.59%) SQL
2 19 (14.84%) T-SQL
3 12 (9.38%) Shell Script
4 9 (7.03%) PL/SQL
5 4 (3.13%) R
6 3 (2.34%) Data Analysis Expressions (DAX)
6 3 (2.34%) Python
6 3 (2.34%) VB.NET
7 1 (0.78%) PowerShell
7 1 (0.78%) VB
7 1 (0.78%) VBScript
Qualifications
1 6 (4.69%) ISEB
2 3 (2.34%) Degree
2 3 (2.34%) MCSE
2 3 (2.34%) Microsoft Certification
3 2 (1.56%) ISTQB
4 1 (0.78%) ISTQB Foundation Certification
4 1 (0.78%) Security Cleared
Quality Assurance & Compliance
1 15 (11.72%) Data Quality
2 13 (10.16%) QA
3 3 (2.34%) GDPR
Vendors
1 39 (30.47%) Microsoft
2 27 (21.09%) Oracle
3 12 (9.38%) Informatica
3 12 (9.38%) Tableau
4 8 (6.25%) SAP
5 6 (4.69%) CA
6 2 (1.56%) Datameer
6 2 (1.56%) Google
6 2 (1.56%) HP
6 2 (1.56%) IBM
6 2 (1.56%) Siebel
7 1 (0.78%) Adobe
7 1 (0.78%) Capita
7 1 (0.78%) Logi
7 1 (0.78%) Logi Analytics
7 1 (0.78%) Netezza
7 1 (0.78%) RedGate