Period
to 19 November 2017

The following table provides summary statistics for contract job vacancies advertised in South 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 19 November 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
Yorkshire > South Yorkshire
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 33 42 51
Rank change year-on-year +9 +9 -16
Contract jobs citing Data Warehouse 34 44 25
As % of all contract IT jobs advertised in South Yorkshire 4.17% 3.70% 2.52%
As % of the Database & Business Intelligence category 21.52% 14.19% 10.20%
Number of daily rates quoted 50 35 18
South Yorkshire median daily rate £425 £375 £325
Median daily rate % change year-on-year +13.33% +15.38% -
10th Percentile £325 £294 £250
90th Percentile £755 £750 £485
Yorkshire median daily rate £425 £375 £350
% change year-on-year +13.33% +7.14% -
Number of hourly rates quoted 0 1 0
South Yorkshire median hourly rate - £50.00 -
Yorkshire median hourly rate - £25.39 -

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

All Database and Business Intelligence Skills
South Yorkshire
Contract vacancies with a requirement for database or business intelligence skills 158 310 245
As % of all contract IT jobs advertised in South Yorkshire 19.39% 26.07% 24.65%
Number of daily rates quoted 98 239 173
South Yorkshire median daily rate £425 £400 £375
Median daily rate % change year-on-year +6.25% +6.67% +15.38%
10th Percentile £325 £295 £265
90th Percentile £645 £575 £533
Yorkshire median daily rate £400 £380 £364
% change year-on-year +5.26% +4.47% +7.78%
Number of hourly rates quoted 2 2 5
South Yorkshire median hourly rate £28.00 £31.00 £15.39
Median hourly rate % change year-on-year -9.68% +101.43% +0.03%
10th Percentile £15.15 £15.80 £10.40
90th Percentile £41.25 £46.20 £24.06
Yorkshire median hourly rate £21.75 £14.25 £17.50
% change year-on-year +52.63% -18.57% +9.38%

Data Warehouse
Job Vacancy Trend in South Yorkshire

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

Job vacancy trend for Data Warehouse in South Yorkshire

Data Warehouse
Contractor Daily Rate Trend in South Yorkshire

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

Contractor daily rate trend for Data Warehouse in South Yorkshire

Data Warehouse
Contractor Daily Rate Histogram in South Yorkshire

The daily rate distribution of IT jobs citing Data Warehouse in South Yorkshire over the 6 months to 19 November 2017.

Contractor daily rate histogram for Data Warehouse in South Yorkshire

Data Warehouse
Contractor Hourly Rate Trend in South Yorkshire

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

Contractor hourly rate trend for Data Warehouse in South Yorkshire

Data Warehouse
Contract Job Locations in South 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 South Yorkshire region over the 6 months to 19 November 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
Sheffield +15 29 £425 +6.25%
Doncaster 0 1 - -
Data Warehouse
Yorkshire

For the 6 months to 19 November 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 South Yorkshire region with a requirement for Data Warehouse.

1 28 (82.35%) SQL
2 25 (73.53%) Business Intelligence
3 21 (61.76%) Data Integration
4 19 (55.88%) ETL
5 16 (47.06%) Data Modelling
5 16 (47.06%) SQL Server
6 15 (44.12%) Oracle
7 14 (41.18%) Data Architecture
8 13 (38.24%) Data Management
8 13 (38.24%) Finance
8 13 (38.24%) Migration
9 12 (35.29%) Shell Script
9 12 (35.29%) Informatica
9 12 (35.29%) Unix
9 12 (35.29%) QA
10 11 (32.35%) Big Data
11 9 (26.47%) Tableau
11 9 (26.47%) Oracle ODI
11 9 (26.47%) Oracle Database
11 9 (26.47%) SQL Server Reporting Services
12 8 (23.53%) Data Analysis
12 8 (23.53%) PostgreSQL
12 8 (23.53%) Agile Software Development
12 8 (23.53%) Oracle BI EE
12 8 (23.53%) SQL Server Integration Services
12 8 (23.53%) SAS
12 8 (23.53%) Oracle Database 12c
12 8 (23.53%) Analytical Skills
12 8 (23.53%) HBase
12 8 (23.53%) Hadoop

Data Warehouse
Co-occurring IT Skills in South 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 8 (23.53%) SAS
2 2 (5.88%) Apache Spark
Applications
1 1 (2.94%) Microsoft Office
Business Applications
1 5 (14.71%) Oracle Receivables
2 4 (11.76%) Oracle iProcurement
3 1 (2.94%) Oracle EBS
3 1 (2.94%) Oracle General Ledger
3 1 (2.94%) Oracle Payables
Cloud Services
1 2 (5.88%) Amazon AWS
1 2 (5.88%) Google Cloud Platform
1 2 (5.88%) Microsoft Azure
2 1 (2.94%) Azure Data Factory
2 1 (2.94%) Data Lake Analytics
Communications & Networking
1 4 (11.76%) SMS
Database & Business Intelligence
1 16 (47.06%) SQL Server
2 11 (32.35%) Big Data
3 9 (26.47%) Oracle Database
3 9 (26.47%) Oracle ODI
3 9 (26.47%) SQL Server Reporting Services
4 8 (23.53%) Apache Hive
4 8 (23.53%) Hadoop
4 8 (23.53%) HBase
4 8 (23.53%) MongoDB
4 8 (23.53%) Oracle BI EE
4 8 (23.53%) Oracle Database 12c
4 8 (23.53%) PostgreSQL
4 8 (23.53%) SQL Server Integration Services
5 7 (20.59%) BusinessObjects
5 7 (20.59%) Data Lake
5 7 (20.59%) Oracle Database 11g
5 7 (20.59%) Relational Database
6 6 (17.65%) Enterprise Data Warehouse
6 6 (17.65%) NoSQL
6 6 (17.65%) Pentaho
Development Applications
1 6 (17.65%) ERwin
General
1 13 (38.24%) Finance
2 2 (5.88%) Banking
2 2 (5.88%) Retail Banking
3 1 (2.94%) Retail
Job Titles
1 16 (47.06%) Developer
2 8 (23.53%) Architect
2 8 (23.53%) Data Architect
3 7 (20.59%) Data Engineer
4 6 (17.65%) Business Intelligence Developer
4 6 (17.65%) Lead Architect
4 6 (17.65%) Lead Data Architect
4 6 (17.65%) OBIEE Developer
4 6 (17.65%) Senior Data Engineer
5 4 (11.76%) Business Intelligence Architect
5 4 (11.76%) Business Intelligence Lead
5 4 (11.76%) Data Warehouse Architect
6 3 (8.82%) Analyst
6 3 (8.82%) Microsoft BI Developer
6 3 (8.82%) Microsoft Developer
7 2 (5.88%) Consultant
7 2 (5.88%) Data Analyst
7 2 (5.88%) Integration Engineer
7 2 (5.88%) Oracle Developer
7 2 (5.88%) Senior Integration Engineer
Libraries, Frameworks & Software Standards
1 1 (2.94%) MDX
Miscellaneous
1 8 (23.53%) Analytical Skills
2 7 (20.59%) Management Information System
3 6 (17.65%) Enterprise Software
4 2 (5.88%) NHS
Operating Systems
1 12 (35.29%) Unix
Processes & Methodologies
1 25 (73.53%) Business Intelligence
2 21 (61.76%) Data Integration
3 19 (55.88%) ETL
4 16 (47.06%) Data Modelling
5 14 (41.18%) Data Architecture
6 13 (38.24%) Data Management
6 13 (38.24%) Migration
7 8 (23.53%) Agile Software Development
7 8 (23.53%) Data Analysis
8 7 (20.59%) Analytics
8 7 (20.59%) Data Security
8 7 (20.59%) Data Strategy
8 7 (20.59%) Metadata Management
9 6 (17.65%) Collaborative Working
9 6 (17.65%) Continuous Improvement
9 6 (17.65%) Data Governance
9 6 (17.65%) Data Visualisation
9 6 (17.65%) Information Assurance
9 6 (17.65%) Reverse Engineering
9 6 (17.65%) Visualisation
Programming Languages
1 28 (82.35%) SQL
2 12 (35.29%) Shell Script
3 7 (20.59%) T-SQL
4 6 (17.65%) PL/SQL
5 3 (8.82%) Python
6 2 (5.88%) R
Quality Assurance & Compliance
1 12 (35.29%) QA
2 6 (17.65%) Data Quality
Vendors
1 15 (44.12%) Oracle
2 12 (35.29%) Informatica
3 9 (26.47%) Tableau
4 6 (17.65%) CA
5 5 (14.71%) Microsoft
6 2 (5.88%) Google