Period
to 20 October 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 20 October 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
20 Oct 2018
Same period 2017 Same period 2016
Rank 56 35 56
Rank change year-on-year -21 +21 -38
Contract jobs citing Data Modelling 13 12 14
As % of all contract IT jobs advertised in Lancashire 1.98% 2.63% 1.84%
As % of the Processes & Methodologies category 2.32% 3.15% 2.28%
Number of daily rates quoted 14 24 8
Lancashire median daily rate £675 £610 £445
Median daily rate % change year-on-year +10.66% +37.08% -11.00%
10th Percentile £393 £402 £339
90th Percentile £788 £755 £460
North West median daily rate £425 £450 £425
% change year-on-year -5.56% +5.88% -10.53%
Number of hourly rates quoted 0 0 0
Lancashire median hourly rate - - -
North West median hourly rate £18.50 £43.11 -
% change year-on-year -57.08% - -

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 560 381 613
As % of all contract IT jobs advertised in Lancashire 85.11% 83.55% 80.76%
Number of daily rates quoted 362 242 397
Lancashire median daily rate £450 £425 £400
Median daily rate % change year-on-year +5.88% +6.25% -5.88%
10th Percentile £258 £300 £250
90th Percentile £575 £575 £575
North West median daily rate £400 £400 £400
Number of hourly rates quoted 59 35 62
Lancashire median hourly rate £39.00 £42.50 £40.00
Median hourly rate % change year-on-year -8.24% +6.25% +16.03%
10th Percentile £11.15 £12.00 £12.25
90th Percentile £57.12 £47.00 £59.31
North West median hourly rate £22.47 £30.00 £21.02
% change year-on-year -25.12% +42.70% -29.26%

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 20 October 2018.

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 20 October 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 -16 10 £675 +10.66% 1
Preston +6 1 - - 2
Data Modelling
North West

For the 6 months to 20 October 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 7 (53.85%) Agile Software Development
1 7 (53.85%) Stakeholder Engagement
1 7 (53.85%) Analytical Skills
1 7 (53.85%) SFIA
2 6 (46.15%) Big Data
2 6 (46.15%) Finance
3 5 (38.46%) Business Intelligence
3 5 (38.46%) SQL
3 5 (38.46%) Data Warehouse
3 5 (38.46%) Reverse Engineering
3 5 (38.46%) Analytics
3 5 (38.46%) Metadata Management
3 5 (38.46%) Data Governance
3 5 (38.46%) Process Improvement
3 5 (38.46%) Data Quality
3 5 (38.46%) Enterprise Data Warehouse
3 5 (38.46%) Data Lake
4 4 (30.77%) Acceptance Criteria
4 4 (30.77%) Software Delivery
4 4 (30.77%) User Stories
4 4 (30.77%) User Experience
4 4 (30.77%) Target Operating Model
4 4 (30.77%) Requirements Engineering
4 4 (30.77%) BDD
4 4 (30.77%) Use Case
4 4 (30.77%) Test Scripting
4 4 (30.77%) Change Management
4 4 (30.77%) Management Information System
4 4 (30.77%) Business Analysis
4 4 (30.77%) Stakeholder Management

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 2 (15.38%) SAS
2 1 (7.69%) Confluence
2 1 (7.69%) OpenEdge
Applications
1 1 (7.69%) MS Visio
Business Applications
1 1 (7.69%) Dynamics CRM
Cloud Services
1 2 (15.38%) Amazon AWS
1 2 (15.38%) Microsoft Azure
2 1 (7.69%) Dynamics 365
Database & Business Intelligence
1 6 (46.15%) Big Data
2 5 (38.46%) Data Lake
2 5 (38.46%) Data Warehouse
2 5 (38.46%) Enterprise Data Warehouse
3 2 (15.38%) Apache Hive
3 2 (15.38%) BusinessObjects
3 2 (15.38%) Hadoop
3 2 (15.38%) HBase
3 2 (15.38%) MongoDB
3 2 (15.38%) Pentaho
3 2 (15.38%) PostgreSQL
4 1 (7.69%) SQL Server
Development Applications
1 2 (15.38%) ERwin
1 2 (15.38%) Git (software)
1 2 (15.38%) Jenkins
2 1 (7.69%) JIRA
General
1 6 (46.15%) Finance
2 1 (7.69%) Billing
Job Titles
1 7 (53.85%) Architect
2 5 (38.46%) Data Architect
3 4 (30.77%) Analyst
3 4 (30.77%) Business Analyst
4 3 (23.08%) Senior Architect
4 3 (23.08%) Senior Data Architect
5 2 (15.38%) AWS Architect
5 2 (15.38%) Cloud Architect
5 2 (15.38%) Lead Architect
5 2 (15.38%) Lead Data Architect
6 1 (7.69%) .NET Architect
6 1 (7.69%) Applications Architect
6 1 (7.69%) DBA
6 1 (7.69%) Developer
6 1 (7.69%) Digital Business Analyst
6 1 (7.69%) Dynamics CRM Developer
6 1 (7.69%) PHP Architect
6 1 (7.69%) Progress DBA
6 1 (7.69%) Senior Analyst
6 1 (7.69%) Senior Business Analyst
Libraries, Frameworks & Software Standards
1 3 (23.08%) .NET
2 2 (15.38%) Node.js
3 1 (7.69%) ASP.NET
3 1 (7.69%) CSS
3 1 (7.69%) HTML
3 1 (7.69%) XHTML
3 1 (7.69%) XML
Miscellaneous
1 7 (53.85%) Analytical Skills
2 4 (30.77%) Management Information System
2 4 (30.77%) User Experience
3 1 (7.69%) Clustering
3 1 (7.69%) Replication
Operating Systems
1 2 (15.38%) Android
1 2 (15.38%) Apple iOS
1 2 (15.38%) Unix
Processes & Methodologies
1 7 (53.85%) Agile Software Development
1 7 (53.85%) SFIA
1 7 (53.85%) Stakeholder Engagement
2 5 (38.46%) Analytics
2 5 (38.46%) Business Intelligence
2 5 (38.46%) Data Governance
2 5 (38.46%) Metadata Management
2 5 (38.46%) Process Improvement
2 5 (38.46%) Reverse Engineering
3 4 (30.77%) Acceptance Criteria
3 4 (30.77%) BDD
3 4 (30.77%) Business Analysis
3 4 (30.77%) Change Management
3 4 (30.77%) Requirements Engineering
3 4 (30.77%) Software Delivery
3 4 (30.77%) Stakeholder Management
3 4 (30.77%) Target Operating Model
3 4 (30.77%) Test Scripting
3 4 (30.77%) Use Case
3 4 (30.77%) User Stories
Programming Languages
1 5 (38.46%) SQL
2 2 (15.38%) Java
2 2 (15.38%) PHP
2 2 (15.38%) Shell Script
3 1 (7.69%) C#
Qualifications
1 1 (7.69%) Degree
Quality Assurance & Compliance
1 5 (38.46%) Data Quality
2 2 (15.38%) QA
2 2 (15.38%) SLA
3 1 (7.69%) GDPR
Vendors
1 2 (15.38%) CA
1 2 (15.38%) Informatica
1 2 (15.38%) Oracle
1 2 (15.38%) Tableau
1 2 (15.38%) Xamarin
2 1 (7.69%) Microsoft
2 1 (7.69%) Progress