Period
to 22 November 2017

The following table provides summary statistics for contract job vacancies advertised in Lancashire 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 22 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
North West > Lancashire
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 26 48 24
Rank change year-on-year +22 -24 -7
Contract jobs citing Data Warehouse 22 17 57
As % of all contract IT jobs advertised in Lancashire 4.87% 2.58% 6.26%
As % of the Database & Business Intelligence category 18.33% 7.94% 25.45%
Number of daily rates quoted 31 13 53
Lancashire median daily rate £610 £368 £450
Median daily rate % change year-on-year +65.99% -18.33% +5.88%
10th Percentile £325 £314 £255
90th Percentile £755 £400 £535
North West median daily rate £438 £388 £400
% change year-on-year +12.90% -3.13% +8.84%
Number of hourly rates quoted 3 1 0
Lancashire median hourly rate £53.00 £20.50 -
Median hourly rate % change year-on-year +158.54% - -
North West median hourly rate £39.25 £20.50 £33.00
% change year-on-year +91.46% -37.88% -50.75%

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 Lancashire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Lancashire
Contract vacancies with a requirement for database or business intelligence skills 120 214 224
As % of all contract IT jobs advertised in Lancashire 26.55% 32.52% 24.59%
Number of daily rates quoted 76 141 160
Lancashire median daily rate £400 £375 £425
Median daily rate % change year-on-year +6.67% -11.76% +13.33%
10th Percentile £300 £275 £206
90th Percentile £615 £544 £535
North West median daily rate £400 £375 £400
% change year-on-year +6.67% -6.25% +23.08%
Number of hourly rates quoted 19 28 13
Lancashire median hourly rate £43.00 £40.00 £40.00
Median hourly rate % change year-on-year +7.50% - +23.08%
10th Percentile £39.00 £23.30 £28.79
90th Percentile £67.26 £67.45 £41.60
North West median hourly rate £42.75 £35.75 £40.00
% change year-on-year +19.58% -10.63% +45.45%

Data Warehouse
Job Vacancy Trend in Lancashire

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

Job vacancy trend for Data Warehouse in Lancashire

Data Warehouse
Contractor Daily Rate Trend in Lancashire

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

Contractor daily rate trend for Data Warehouse in Lancashire

Data Warehouse
Contractor Daily Rate Histogram in Lancashire

The daily rate distribution of IT jobs citing Data Warehouse in Lancashire over the 6 months to 22 November 2017.

Contractor daily rate histogram for Data Warehouse in Lancashire

Data Warehouse
Contractor Hourly Rate Trend in Lancashire

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

Contractor hourly rate trend for Data Warehouse in Lancashire

Data Warehouse
Contract Job Locations in Lancashire

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 Lancashire region over the 6 months to 22 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
Blackpool +19 8 £610 +62.67%
Preston -7 8 £400 +8.84%
Data Warehouse
North West

For the 6 months to 22 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 Lancashire region with a requirement for Data Warehouse.

1 18 (81.82%) SQL
2 17 (77.27%) Business Intelligence
3 11 (50.00%) Data Integration
4 8 (36.36%) Management Information System
4 8 (36.36%) Informatica
4 8 (36.36%) SQL Server
4 8 (36.36%) Data Architecture
4 8 (36.36%) Agile Software Development
4 8 (36.36%) Tableau
4 8 (36.36%) Metadata Management
5 7 (31.82%) Big Data
5 7 (31.82%) Data Management
5 7 (31.82%) Cognos
5 7 (31.82%) Data Modelling
6 6 (27.27%) Oracle
6 6 (27.27%) SAS
6 6 (27.27%) Unix
6 6 (27.27%) Shell Script
6 6 (27.27%) ERwin
6 6 (27.27%) BusinessObjects
6 6 (27.27%) CA
6 6 (27.27%) Finance
6 6 (27.27%) PostgreSQL
6 6 (27.27%) Data Security
6 6 (27.27%) Enterprise Architecture
6 6 (27.27%) Information Assurance
6 6 (27.27%) Pentaho
6 6 (27.27%) Hadoop
6 6 (27.27%) Visualisation
6 6 (27.27%) QA

Data Warehouse
Co-occurring IT Skills in Lancashire 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 6 (27.27%) SAS
2 2 (9.09%) SharePoint
Applications
1 1 (4.55%) Microsoft Office
Business Applications
1 1 (4.55%) Cognos Business Intelligence
Database & Business Intelligence
1 8 (36.36%) SQL Server
2 7 (31.82%) Big Data
3 6 (27.27%) Apache Hive
3 6 (27.27%) BusinessObjects
3 6 (27.27%) Data Lake
3 6 (27.27%) Enterprise Data Warehouse
3 6 (27.27%) Hadoop
3 6 (27.27%) HBase
3 6 (27.27%) MongoDB
3 6 (27.27%) Pentaho
3 6 (27.27%) PostgreSQL
4 5 (22.73%) SQL Server Integration Services
5 4 (18.18%) SQL Server Reporting Services
6 2 (9.09%) PowerPivot
7 1 (4.55%) Cognos Framework Manager
7 1 (4.55%) Cognos Report Studio
7 1 (4.55%) Microsoft Power View
7 1 (4.55%) RDBMS
7 1 (4.55%) Relational Database
7 1 (4.55%) SQL Server Analysis Services
Development Applications
1 6 (27.27%) ERwin
2 1 (4.55%) Git (software)
2 1 (4.55%) Subversion
2 1 (4.55%) Team Foundation Server
General
1 6 (27.27%) Finance
Job Titles
1 9 (40.91%) Architect
1 9 (40.91%) Data Architect
2 6 (27.27%) Lead Architect
2 6 (27.27%) Lead Data Architect
3 5 (22.73%) Analyst
3 5 (22.73%) Developer
4 4 (18.18%) Business Intelligence Architect
4 4 (18.18%) Business Intelligence Lead
4 4 (18.18%) Data Warehouse Architect
5 3 (13.64%) Business Intelligence Developer
5 3 (13.64%) Data Analyst
6 2 (9.09%) Business Analyst
6 2 (9.09%) Business Intelligence Analyst
6 2 (9.09%) Business Intelligence Business Analyst
6 2 (9.09%) Cognos Business Analyst
6 2 (9.09%) Scrum Master
6 2 (9.09%) Senior Business Intelligence Developer
6 2 (9.09%) Senior Developer
6 2 (9.09%) SQL Analyst
6 2 (9.09%) SQL Data Analyst
Miscellaneous
1 8 (36.36%) Management Information System
2 6 (27.27%) Analytical Skills
2 6 (27.27%) Enterprise Software
3 1 (4.55%) Data Structures
Operating Systems
1 6 (27.27%) Unix
Processes & Methodologies
1 17 (77.27%) Business Intelligence
2 11 (50.00%) Data Integration
3 8 (36.36%) Agile Software Development
3 8 (36.36%) Data Architecture
3 8 (36.36%) Metadata Management
4 7 (31.82%) Data Management
4 7 (31.82%) Data Modelling
5 6 (27.27%) Analytics
5 6 (27.27%) Data Governance
5 6 (27.27%) Data Security
5 6 (27.27%) Data Strategy
5 6 (27.27%) Data Visualisation
5 6 (27.27%) Enterprise Architecture
5 6 (27.27%) Information Assurance
5 6 (27.27%) Open Source
5 6 (27.27%) Reverse Engineering
5 6 (27.27%) SFIA
5 6 (27.27%) Visualisation
6 5 (22.73%) Data Virtualisation
7 4 (18.18%) ETL
Programming Languages
1 18 (81.82%) SQL
2 6 (27.27%) Shell Script
3 3 (13.64%) PowerShell
3 3 (13.64%) T-SQL
Qualifications
1 3 (13.64%) Security Cleared
2 2 (9.09%) SC Cleared
3 1 (4.55%) BPSS Clearance
3 1 (4.55%) Degree
3 1 (4.55%) Master's Degree
Quality Assurance & Compliance
1 6 (27.27%) Data Quality
1 6 (27.27%) QA
Vendors
1 8 (36.36%) Informatica
1 8 (36.36%) Tableau
2 7 (31.82%) Cognos
3 6 (27.27%) CA
3 6 (27.27%) Oracle
4 2 (9.09%) Cisco
4 2 (9.09%) Microsoft