Period
to 21 July 2018

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 21 July 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 Modelling
North West > Lancashire
6 months to
21 Jul 2018
Same period 2017 Same period 2016
Rank 55 44 54
Rank change year-on-year -11 +10 -20
Contract jobs citing Data Modelling 10 10 17
As % of all contract IT jobs advertised in Lancashire 1.47% 1.87% 1.96%
As % of the Processes & Methodologies category 1.70% 2.13% 2.59%
Number of daily rates quoted 9 14 10
Lancashire median daily rate £525 £518 £450
Median daily rate % change year-on-year +1.45% +15.00% -18.18%
10th Percentile £463 £353 £413
90th Percentile £553 £755 £478
North West median daily rate £463 £425 £425
% change year-on-year +8.82% - -10.53%
Number of hourly rates quoted 0 0 0
Lancashire median hourly rate - - -
North West median hourly rate £12.50 £21.00 -
% change year-on-year -40.48% - -

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 589 469 656
As % of all contract IT jobs advertised in Lancashire 86.49% 87.50% 75.75%
Number of daily rates quoted 378 246 396
Lancashire median daily rate £450 £423 £384
Median daily rate % change year-on-year +6.51% +10.10% -0.97%
10th Percentile £271 £310 £250
90th Percentile £575 £538 £513
North West median daily rate £400 £400 £400
Number of hourly rates quoted 48 69 80
Lancashire median hourly rate £36.13 £42.50 £37.50
Median hourly rate % change year-on-year -15.00% +13.33% +22.87%
10th Percentile £12.40 £20.60 £13.43
90th Percentile £64.38 £52.60 £56.09
North West median hourly rate £24.13 £36.74 £27.00
% change year-on-year -34.33% +36.06% -0.61%

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 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 21 July 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
Blackpool -26 10 £525 -13.93% 1
Data Modelling
North West

For the 6 months to 21 July 2018, IT contractor jobs citing Data Modelling also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the Lancashire region with a requirement for Data Modelling.

1 8 (80.00%) SLA
1 8 (80.00%) Microservices
2 7 (70.00%) Co-Creation
3 5 (50.00%) Java
3 5 (50.00%) PHP
3 5 (50.00%) .NET
3 5 (50.00%) Android
3 5 (50.00%) Git (software)
3 5 (50.00%) Microsoft Azure
3 5 (50.00%) Amazon AWS
3 5 (50.00%) Apple iOS
3 5 (50.00%) Node.js
3 5 (50.00%) Jenkins
3 5 (50.00%) Xamarin
3 5 (50.00%) DevOps
4 4 (40.00%) Web Services
4 4 (40.00%) Microsoft
4 4 (40.00%) Finance
5 3 (30.00%) Analytical Skills
6 2 (20.00%) Mentoring
6 2 (20.00%) User Experience
6 2 (20.00%) User Stories
6 2 (20.00%) Process Improvement
6 2 (20.00%) Requirements Engineering
6 2 (20.00%) Stakeholder Engagement
6 2 (20.00%) BDD
6 2 (20.00%) Stakeholder Management
6 2 (20.00%) Agile Software Development
6 2 (20.00%) Business Analysis
6 2 (20.00%) Use Case

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:

Cloud Services
1 5 (50.00%) Amazon AWS
1 5 (50.00%) Microsoft Azure
Database & Business Intelligence
1 1 (10.00%) Big Data
Development Applications
1 5 (50.00%) Git (software)
1 5 (50.00%) Jenkins
General
1 4 (40.00%) Finance
Job Titles
1 8 (80.00%) Architect
2 7 (70.00%) Applications Architect
3 3 (30.00%) Cloud Architect
4 2 (20.00%) Analyst
4 2 (20.00%) Business Analyst
4 2 (20.00%) Cloud Solutions Architect
5 1 (10.00%) AWS Architect
5 1 (10.00%) Azure Architect
Libraries, Frameworks & Software Standards
1 5 (50.00%) .NET
1 5 (50.00%) Node.js
2 4 (40.00%) Web Services
Miscellaneous
1 3 (30.00%) Analytical Skills
2 2 (20.00%) User Experience
Operating Systems
1 5 (50.00%) Android
1 5 (50.00%) Apple iOS
Processes & Methodologies
1 8 (80.00%) Microservices
2 7 (70.00%) Co-Creation
3 5 (50.00%) DevOps
4 2 (20.00%) Acceptance Criteria
4 2 (20.00%) Agile Software Development
4 2 (20.00%) BDD
4 2 (20.00%) Business Analysis
4 2 (20.00%) Change Management
4 2 (20.00%) Mentoring
4 2 (20.00%) Process Improvement
4 2 (20.00%) Requirements Engineering
4 2 (20.00%) SFIA
4 2 (20.00%) Software Delivery
4 2 (20.00%) Stakeholder Engagement
4 2 (20.00%) Stakeholder Management
4 2 (20.00%) Target Operating Model
4 2 (20.00%) Test Scripting
4 2 (20.00%) Use Case
4 2 (20.00%) User Stories
Programming Languages
1 5 (50.00%) Java
1 5 (50.00%) PHP
Qualifications
1 1 (10.00%) BPSS Clearance
Quality Assurance & Compliance
1 8 (80.00%) SLA
Vendors
1 5 (50.00%) Xamarin
2 4 (40.00%) Microsoft