Period
to 23 November 2017

The following table provides summary statistics for contract job vacancies advertised in Nottinghamshire 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 23 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
East Midlands > Nottinghamshire
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 56 62 35
Rank change year-on-year +6 -27 +16
Contract jobs citing Data Warehouse 25 25 42
As % of all contract IT jobs advertised in Nottinghamshire 2.59% 2.56% 4.48%
As % of the Database & Business Intelligence category 14.37% 11.26% 19.63%
Number of daily rates quoted 17 16 31
Nottinghamshire median daily rate £450 £313 £400
Median daily rate % change year-on-year +44.00% -21.88% -3.03%
10th Percentile £267 £140 £160
90th Percentile £628 £463 £510
East Midlands median daily rate £375 £413 £425
% change year-on-year -9.09% -2.94% +21.43%
Number of hourly rates quoted 0 0 0
Nottinghamshire median hourly rate - - -
East Midlands median hourly rate £14.97 - -

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 Nottinghamshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Nottinghamshire
Contract vacancies with a requirement for database or business intelligence skills 174 222 214
As % of all contract IT jobs advertised in Nottinghamshire 18.03% 22.77% 22.84%
Number of daily rates quoted 113 115 139
Nottinghamshire median daily rate £400 £375 £375
Median daily rate % change year-on-year +6.67% - +11.11%
10th Percentile £307 £261 £212
90th Percentile £538 £488 £495
East Midlands median daily rate £375 £400 £360
% change year-on-year -6.25% +11.27% +10.62%
Number of hourly rates quoted 1 2 5
Nottinghamshire median hourly rate £12.50 £12.75 £15.50
Median hourly rate % change year-on-year -1.96% -17.74% +19.23%
10th Percentile £11.25 £11.23 £14.10
90th Percentile £13.75 £15.28 £36.40
East Midlands median hourly rate £41.25 £17.55 £18.00
% change year-on-year +135.11% -2.53% -48.57%

Data Warehouse
Job Vacancy Trend in Nottinghamshire

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

Job vacancy trend for Data Warehouse in Nottinghamshire

Data Warehouse
Contractor Daily Rate Trend in Nottinghamshire

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

Contractor daily rate trend for Data Warehouse in Nottinghamshire

Data Warehouse
Contractor Daily Rate Histogram in Nottinghamshire

The daily rate distribution of IT jobs citing Data Warehouse in Nottinghamshire over the 6 months to 23 November 2017.

Contractor daily rate histogram for Data Warehouse in Nottinghamshire

Data Warehouse
Contractor Hourly Rate Trend in Nottinghamshire

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

Contractor hourly rate trend for Data Warehouse in Nottinghamshire

Data Warehouse
Contract Job Locations in Nottinghamshire

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 Nottinghamshire region over the 6 months to 23 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
Nottingham -6 19 £450 +38.46%
Data Warehouse
East Midlands

For the 6 months to 23 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 Nottinghamshire region with a requirement for Data Warehouse.

1 19 (76.00%) Business Intelligence
2 15 (60.00%) ETL
2 15 (60.00%) SQL
3 9 (36.00%) SQL Server Integration Services
3 9 (36.00%) Oracle
3 9 (36.00%) SQL Server
4 8 (32.00%) Agile Software Development
4 8 (32.00%) Analytical Skills
5 6 (24.00%) T-SQL
5 6 (24.00%) SQL Server Reporting Services
6 5 (20.00%) PowerShell
6 5 (20.00%) Data Quality
7 4 (16.00%) SQL Server 2005
7 4 (16.00%) Big Data
7 4 (16.00%) Kimball Methodology
7 4 (16.00%) Performance Tuning
7 4 (16.00%) SQL Server Analysis Services
7 4 (16.00%) Multithreading
7 4 (16.00%) Dimensional Modelling
7 4 (16.00%) Retail
7 4 (16.00%) Enterprise Architecture
7 4 (16.00%) PL/SQL
7 4 (16.00%) C#
7 4 (16.00%) Informatica
7 4 (16.00%) PowerCenter
7 4 (16.00%) Concurrent Programming
7 4 (16.00%) Multithreaded Programming
8 3 (12.00%) Oracle Database
8 3 (12.00%) Pharmaceutical
8 3 (12.00%) Microsoft

Data Warehouse
Co-occurring IT Skills in Nottinghamshire 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:

Applications
1 1 (4.00%) Microsoft Excel
1 1 (4.00%) Mingle
Cloud Services
1 1 (4.00%) Amazon AWS
1 1 (4.00%) Microsoft Azure
1 1 (4.00%) Trello
Database & Business Intelligence
1 9 (36.00%) SQL Server
1 9 (36.00%) SQL Server Integration Services
2 6 (24.00%) SQL Server Reporting Services
3 4 (16.00%) Big Data
3 4 (16.00%) PowerCenter
3 4 (16.00%) SQL Server 2005
3 4 (16.00%) SQL Server Analysis Services
4 3 (12.00%) Oracle Database
5 2 (8.00%) OLAP
5 2 (8.00%) Oracle BI EE
5 2 (8.00%) Oracle Database 11g
5 2 (8.00%) Oracle ODI
5 2 (8.00%) Relational Database
6 1 (4.00%) Data Mining
6 1 (4.00%) MongoDB
6 1 (4.00%) NoSQL
6 1 (4.00%) PowerPivot
6 1 (4.00%) SQL Server 2008
6 1 (4.00%) SQL Server 2012
6 1 (4.00%) VLDB
Development Applications
1 2 (8.00%) Subversion
General
1 4 (16.00%) Retail
2 3 (12.00%) Pharmaceutical
3 1 (4.00%) Finance
3 1 (4.00%) Manufacturing
3 1 (4.00%) Telecoms
Job Titles
1 12 (48.00%) Developer
2 10 (40.00%) Business Intelligence Developer
3 7 (28.00%) Architect
4 6 (24.00%) SSIS Developer
5 4 (16.00%) ETL Developer
5 4 (16.00%) Senior Business Intelligence Developer
5 4 (16.00%) Senior Developer
5 4 (16.00%) Solutions Architect
5 4 (16.00%) SQL BI Developer
5 4 (16.00%) SQL Developer
6 3 (12.00%) Informatica Architect
6 3 (12.00%) Senior SQL Developer
7 2 (8.00%) Business Consultant
7 2 (8.00%) Business Developer
7 2 (8.00%) Business Solution Architect
7 2 (8.00%) Lead Developer
7 2 (8.00%) Oracle BI Consultant
7 2 (8.00%) Oracle BI Developer
7 2 (8.00%) Oracle Consultant
7 2 (8.00%) Oracle Developer
Libraries, Frameworks & Software Standards
1 2 (8.00%) Ajax
1 2 (8.00%) XML
1 2 (8.00%) XSL
1 2 (8.00%) XSLT
Miscellaneous
1 8 (32.00%) Analytical Skills
2 2 (8.00%) Greenfield Project
3 1 (4.00%) Clustering
3 1 (4.00%) Computer Science
3 1 (4.00%) Data Structures
3 1 (4.00%) Enterprise Software
3 1 (4.00%) Management Information System
3 1 (4.00%) Replication
Processes & Methodologies
1 19 (76.00%) Business Intelligence
2 15 (60.00%) ETL
3 8 (32.00%) Agile Software Development
4 4 (16.00%) Concurrent Programming
4 4 (16.00%) Dimensional Modelling
4 4 (16.00%) Enterprise Architecture
4 4 (16.00%) Kimball Methodology
4 4 (16.00%) Multithreaded Programming
4 4 (16.00%) Multithreading
4 4 (16.00%) Performance Tuning
5 3 (12.00%) Analytics
5 3 (12.00%) Data Modelling
5 3 (12.00%) High Availability
5 3 (12.00%) Stakeholder Management
5 3 (12.00%) UML
6 2 (8.00%) B2B
6 2 (8.00%) Data Analysis
6 2 (8.00%) Disaster Recovery
6 2 (8.00%) Identity Management
6 2 (8.00%) OO
Programming Languages
1 15 (60.00%) SQL
2 6 (24.00%) T-SQL
3 5 (20.00%) PowerShell
4 4 (16.00%) C#
4 4 (16.00%) PL/SQL
5 3 (12.00%) C++
5 3 (12.00%) Java
5 3 (12.00%) Perl
5 3 (12.00%) Python
Quality Assurance & Compliance
1 5 (20.00%) Data Quality
2 2 (8.00%) 21 CFR Part 11
2 2 (8.00%) CDISC
2 2 (8.00%) GxP
2 2 (8.00%) HL7
3 1 (4.00%) GDPR
Vendors
1 9 (36.00%) Oracle
2 4 (16.00%) Informatica
3 3 (12.00%) Microsoft
4 1 (4.00%) Atlassian