Period
to 18 December 2017

The following table provides summary statistics for contract job vacancies advertised in Lancashire with a requirement for Data Modelling skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Modelling over the 6 months to 18 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 Modelling
North West > Lancashire
6 months to
18 Dec 2017
Same period 2016 Same period 2015
Rank 40 60 24
Rank change year-on-year +20 -36 -4
Contract jobs citing Data Modelling 14 4 69
As % of all contract IT jobs advertised in Lancashire 3.06% 0.70% 7.28%
As % of the Processes & Methodologies category 3.71% 0.82% 8.80%
Number of daily rates quoted 26 4 88
Lancashire median daily rate £610 £388 £500
Median daily rate % change year-on-year +57.42% -22.50% +11.11%
10th Percentile £404 £328 £313
90th Percentile £755 £446 £600
North West median daily rate £450 £425 £475
% change year-on-year +5.88% -10.53% +15.15%
Number of hourly rates quoted 0 0 0
Lancashire median hourly rate - - -
North West median hourly rate £43.11 - -

Data Modelling is in the Processes and Methodologies 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 process or methodology skills.

All Process and Methodology Skills
Lancashire
Contract vacancies with a requirement for process or methodology skills 377 487 784
As % of all contract IT jobs advertised in Lancashire 82.31% 84.84% 82.70%
Number of daily rates quoted 235 333 537
Lancashire median daily rate £425 £375 £450
Median daily rate % change year-on-year +13.33% -16.67% +15.38%
10th Percentile £272 £213 £280
90th Percentile £615 £575 £657
North West median daily rate £400 £400 £400
Number of hourly rates quoted 45 49 80
Lancashire median hourly rate £42.50 £41.50 £37.00
Median hourly rate % change year-on-year +2.41% +12.16% +36.20%
10th Percentile £11.72 £12.04 £18.28
90th Percentile £53.00 £67.21 £47.33
North West median hourly rate £25.00 £25.00 £29.61
% change year-on-year - -15.55% +64.47%

Data Modelling
Job Vacancy Trend in Lancashire

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

Job vacancy trend for Data Modelling in Lancashire

Data Modelling
Contractor Daily Rate Trend in Lancashire

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

Contractor daily rate trend for Data Modelling in Lancashire

Data Modelling
Contractor Daily Rate Histogram in Lancashire

The daily rate distribution of IT jobs citing Data Modelling in Lancashire over the 6 months to 18 December 2017.

Contractor daily rate histogram for Data Modelling in Lancashire

Data Modelling
Contractor Hourly Rate Trend in Lancashire

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

Contractor hourly rate trend for Data Modelling in Lancashire

Data Modelling
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 Modelling within the Lancashire region over the 6 months to 18 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
Blackpool +18 7 £610 +34.07%
Preston - 4 £375 -
Blackburn 0 1 £425 +9.68%
Fleetwood - 1 - -
Data Modelling
North West

For the 6 months to 18 December 2017, IT contractor jobs citing Data Modelling 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 Modelling.

1 12 (85.71%) Finance
2 9 (64.29%) SQL
3 8 (57.14%) Data Warehouse
3 8 (57.14%) Data Architecture
3 8 (57.14%) Analytics
4 7 (50.00%) SFIA
4 7 (50.00%) Open Source
4 7 (50.00%) Data Quality
4 7 (50.00%) Business Intelligence
4 7 (50.00%) Data Management
4 7 (50.00%) Management Information System
5 6 (42.86%) QA
5 6 (42.86%) Information Assurance
5 6 (42.86%) Reverse Engineering
5 6 (42.86%) Pentaho
5 6 (42.86%) Hadoop
5 6 (42.86%) Visualisation
5 6 (42.86%) Enterprise Architecture
5 6 (42.86%) PostgreSQL
5 6 (42.86%) BusinessObjects
5 6 (42.86%) CA
5 6 (42.86%) Informatica
5 6 (42.86%) Shell Script
5 6 (42.86%) ERwin
5 6 (42.86%) SAS
5 6 (42.86%) Data Security
5 6 (42.86%) Oracle
5 6 (42.86%) Unix
5 6 (42.86%) HBase
5 6 (42.86%) Big Data

Data Modelling
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 (42.86%) SAS
2 1 (7.14%) Confluence
Applications
1 1 (7.14%) MS Visio
Business Applications
1 1 (7.14%) Dynamics AX
1 1 (7.14%) Dynamics CRM
Database & Business Intelligence
1 8 (57.14%) Data Warehouse
2 6 (42.86%) Apache Hive
2 6 (42.86%) Big Data
2 6 (42.86%) BusinessObjects
2 6 (42.86%) Data Lake
2 6 (42.86%) Enterprise Data Warehouse
2 6 (42.86%) Hadoop
2 6 (42.86%) HBase
2 6 (42.86%) MongoDB
2 6 (42.86%) Pentaho
2 6 (42.86%) PostgreSQL
3 1 (7.14%) DB2
3 1 (7.14%) MySQL
3 1 (7.14%) QlikView
3 1 (7.14%) SAP Data Services
3 1 (7.14%) SQL Server
Development Applications
1 6 (42.86%) ERwin
2 1 (7.14%) JIRA
General
1 12 (85.71%) Finance
2 1 (7.14%) Aerospace
2 1 (7.14%) Legal
2 1 (7.14%) Retail
Job Titles
1 7 (50.00%) Architect
1 7 (50.00%) Data Architect
2 6 (42.86%) Lead Architect
2 6 (42.86%) Lead Data Architect
3 4 (28.57%) Business Intelligence Architect
3 4 (28.57%) Business Intelligence Lead
3 4 (28.57%) Data Warehouse Architect
4 3 (21.43%) Analyst
4 3 (21.43%) Consultant
5 2 (14.29%) Business Analyst
6 1 (7.14%) Data Analyst
6 1 (7.14%) Designer
6 1 (7.14%) Developer
6 1 (7.14%) Dynamics AX Consultant
6 1 (7.14%) Functional Consultant
6 1 (7.14%) SAP Developer
6 1 (7.14%) Senior Architect
6 1 (7.14%) SQL Server Analyst
6 1 (7.14%) Technical Designer
6 1 (7.14%) Technical Developer
Miscellaneous
1 7 (50.00%) Management Information System
2 6 (42.86%) Analytical Skills
2 6 (42.86%) Enterprise Software
3 1 (7.14%) User Experience
Operating Systems
1 6 (42.86%) Unix
Processes & Methodologies
1 8 (57.14%) Analytics
1 8 (57.14%) Data Architecture
2 7 (50.00%) Business Intelligence
2 7 (50.00%) Data Management
2 7 (50.00%) Open Source
2 7 (50.00%) SFIA
3 6 (42.86%) Data Governance
3 6 (42.86%) Data Integration
3 6 (42.86%) Data Security
3 6 (42.86%) Data Strategy
3 6 (42.86%) Data Visualisation
3 6 (42.86%) Enterprise Architecture
3 6 (42.86%) Information Assurance
3 6 (42.86%) Metadata Management
3 6 (42.86%) Reverse Engineering
3 6 (42.86%) Visualisation
4 3 (21.43%) Agile Software Development
5 2 (14.29%) Data Analysis
5 2 (14.29%) Scrum
5 2 (14.29%) Use Case
Programming Languages
1 9 (64.29%) SQL
2 6 (42.86%) Shell Script
Qualifications
1 1 (7.14%) Degree
Quality Assurance & Compliance
1 7 (50.00%) Data Quality
2 6 (42.86%) QA
Vendors
1 6 (42.86%) CA
1 6 (42.86%) Informatica
1 6 (42.86%) Oracle
1 6 (42.86%) Tableau
2 2 (14.29%) Jaspersoft
3 1 (7.14%) Cisco
3 1 (7.14%) Cognos
3 1 (7.14%) IBM
3 1 (7.14%) Microsoft
3 1 (7.14%) SAP