Period
to 16 January 2018

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 16 January 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
Yorkshire > South Yorkshire
6 months to
16 Jan 2018
Same period 2017 Same period 2016
Rank 38 52 61
Rank change year-on-year +14 +9 -28
Contract jobs citing Data Warehouse 31 36 22
As % of all contract IT jobs advertised in South Yorkshire 3.74% 3.17% 2.01%
As % of the Database & Business Intelligence category 20.26% 12.50% 7.80%
Number of daily rates quoted 46 27 20
South Yorkshire median daily rate £425 £350 £400
Median daily rate % change year-on-year +21.43% -12.50% +23.08%
10th Percentile £325 £289 £256
90th Percentile £615 £413 £800
Yorkshire median daily rate £425 £375 £372
% change year-on-year +13.33% +0.94% +6.14%
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 153 288 282
As % of all contract IT jobs advertised in South Yorkshire 18.48% 25.33% 25.78%
Number of daily rates quoted 91 215 214
South Yorkshire median daily rate £413 £400 £406
Median daily rate % change year-on-year +3.13% -1.54% +25.00%
10th Percentile £313 £297 £275
90th Percentile £615 £538 £563
Yorkshire median daily rate £400 £375 £375
% change year-on-year +6.67% - +7.14%
Number of hourly rates quoted 1 1 5
South Yorkshire median hourly rate £44.00 £50.00 £16.00
Median hourly rate % change year-on-year -12.00% +212.50% +3.61%
10th Percentile £43.50 £50.00 £10.40
90th Percentile £44.50 £50.00 £24.06
Yorkshire median hourly rate £32.75 £24.00 £17.50
% change year-on-year +36.46% +37.14% +7.10%

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 16 January 2018.

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 16 January 2018. 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 +20 24 £425 +15.25% 2
Doncaster -1 3 £225 -28.00% 2
Data Warehouse
Yorkshire

For the 6 months to 16 January 2018, 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 24 (77.42%) SQL
2 22 (70.97%) Business Intelligence
3 18 (58.06%) ETL
4 15 (48.39%) Data Modelling
4 15 (48.39%) Data Integration
5 14 (45.16%) SQL Server
6 13 (41.94%) Finance
6 13 (41.94%) Data Architecture
7 12 (38.71%) Data Management
7 12 (38.71%) Oracle
8 11 (35.48%) Unix
8 11 (35.48%) Informatica
8 11 (35.48%) Shell Script
8 11 (35.48%) QA
9 10 (32.26%) Big Data
10 9 (29.03%) SQL Server Integration Services
10 9 (29.03%) Migration
11 8 (25.81%) Data Lake
12 7 (22.58%) Data Strategy
12 7 (22.58%) SAS
12 7 (22.58%) BusinessObjects
12 7 (22.58%) SQL Server Reporting Services
12 7 (22.58%) Data Analysis
12 7 (22.58%) Management Information System
12 7 (22.58%) Tableau
12 7 (22.58%) Hadoop
12 7 (22.58%) Relational Database
12 7 (22.58%) Analytical Skills
13 6 (19.35%) Data Engineering
13 6 (19.35%) Oracle Receivables

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 7 (22.58%) SAS
2 1 (3.23%) Apache Spark
Applications
1 3 (9.68%) Microsoft Office
Business Applications
1 6 (19.35%) Oracle Receivables
2 4 (12.90%) Oracle iProcurement
3 2 (6.45%) Oracle EBS
3 2 (6.45%) Oracle General Ledger
3 2 (6.45%) Oracle Payables
Cloud Services
1 3 (9.68%) Microsoft Azure
2 2 (6.45%) Amazon AWS
2 2 (6.45%) Google Cloud Platform
3 1 (3.23%) Azure Data Factory
3 1 (3.23%) Data Lake Analytics
Communications & Networking
1 4 (12.90%) SMS
Database & Business Intelligence
1 14 (45.16%) SQL Server
2 10 (32.26%) Big Data
3 9 (29.03%) SQL Server Integration Services
4 8 (25.81%) Data Lake
5 7 (22.58%) BusinessObjects
5 7 (22.58%) Hadoop
5 7 (22.58%) Relational Database
5 7 (22.58%) SQL Server Reporting Services
6 6 (19.35%) Apache Hive
6 6 (19.35%) HBase
6 6 (19.35%) MongoDB
6 6 (19.35%) NoSQL
6 6 (19.35%) Oracle BI EE
6 6 (19.35%) Oracle Database
6 6 (19.35%) Oracle Database 12c
6 6 (19.35%) Oracle ODI
6 6 (19.35%) PostgreSQL
7 5 (16.13%) Enterprise Data Warehouse
7 5 (16.13%) Pentaho
7 5 (16.13%) Power BI
Development Applications
1 6 (19.35%) ERwin
General
1 13 (41.94%) Finance
2 2 (6.45%) Banking
2 2 (6.45%) Retail Banking
3 1 (3.23%) Retail
Job Titles
1 16 (51.61%) Developer
2 7 (22.58%) Architect
2 7 (22.58%) Data Architect
3 6 (19.35%) Data Engineer
3 6 (19.35%) Senior Data Engineer
4 5 (16.13%) Business Intelligence Developer
4 5 (16.13%) Lead Architect
4 5 (16.13%) Lead Data Architect
4 5 (16.13%) OBIEE Developer
5 4 (12.90%) Analyst
5 4 (12.90%) Business Intelligence Architect
5 4 (12.90%) Business Intelligence Lead
5 4 (12.90%) Data Warehouse Architect
6 3 (9.68%) Consultant
6 3 (9.68%) Data Warehouse Developer
6 3 (9.68%) OBIEE Consultant
6 3 (9.68%) SQL Developer
7 2 (6.45%) Azure Developer
7 2 (6.45%) Microsoft BI Developer
7 2 (6.45%) SQL BI Developer
Miscellaneous
1 7 (22.58%) Analytical Skills
1 7 (22.58%) Management Information System
2 6 (19.35%) Enterprise Software
3 4 (12.90%) NHS
Operating Systems
1 11 (35.48%) Unix
Processes & Methodologies
1 22 (70.97%) Business Intelligence
2 18 (58.06%) ETL
3 15 (48.39%) Data Integration
3 15 (48.39%) Data Modelling
4 13 (41.94%) Data Architecture
5 12 (38.71%) Data Management
6 9 (29.03%) Migration
7 7 (22.58%) Data Analysis
7 7 (22.58%) Data Strategy
8 6 (19.35%) Agile Software Development
8 6 (19.35%) Analytics
8 6 (19.35%) Collaborative Working
8 6 (19.35%) Data Engineering
8 6 (19.35%) Data Security
8 6 (19.35%) Metadata Management
9 5 (16.13%) Data Reconciliation
9 5 (16.13%) Information Assurance
9 5 (16.13%) Reverse Engineering
9 5 (16.13%) SFIA
9 5 (16.13%) Visualisation
Programming Languages
1 24 (77.42%) SQL
2 11 (35.48%) Shell Script
3 5 (16.13%) PL/SQL
3 5 (16.13%) T-SQL
4 2 (6.45%) Python
5 1 (3.23%) R
Quality Assurance & Compliance
1 11 (35.48%) QA
2 6 (19.35%) Data Quality
Vendors
1 12 (38.71%) Oracle
2 11 (35.48%) Informatica
3 7 (22.58%) Tableau
4 6 (19.35%) CA
4 6 (19.35%) Microsoft
5 2 (6.45%) Google
6 1 (3.23%) Cloudera
6 1 (3.23%) Hortonworks