Period
to 19 January 2019

The following table provides summary statistics for contract job vacancies advertised in Warwickshire 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 19 January 2019 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
West Midlands > Warwickshire
6 months to
19 Jan 2019
Same period 2018 Same period 2017
Rank 33 38 42
Rank change year-on-year +5 +4 -19
Contract jobs citing Data Modelling 16 18 20
As % of all contract IT jobs advertised in Warwickshire 3.05% 3.13% 2.68%
As % of the Processes & Methodologies category 3.57% 3.70% 3.35%
Number of daily rates quoted 9 7 11
Warwickshire median daily rate £450 £425 £425
Median daily rate % change year-on-year +5.88% - +21.43%
10th Percentile £413 £308 £375
90th Percentile £580 £569 £588
West Midlands median daily rate £450 £450 £418
% change year-on-year - +7.78% +1.21%
Number of hourly rates quoted 0 0 0
Warwickshire median hourly rate - - -
West Midlands median hourly rate - - -

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 Warwickshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Warwickshire
Contract vacancies with a requirement for process or methodology skills 448 486 597
As % of all contract IT jobs advertised in Warwickshire 85.33% 84.52% 80.13%
Number of daily rates quoted 255 261 371
Warwickshire median daily rate £450 £375 £385
Median daily rate % change year-on-year +20.00% -2.60% +10.00%
10th Percentile £300 £250 £234
90th Percentile £583 £538 £550
West Midlands median daily rate £425 £400 £400
% change year-on-year +6.25% - +6.67%
Number of hourly rates quoted 23 40 47
Warwickshire median hourly rate £15.85 £30.42 £24.50
Median hourly rate % change year-on-year -47.89% +24.15% +3.16%
10th Percentile £11.10 £14.95 £14.65
90th Percentile £31.50 £34.41 £41.08
West Midlands median hourly rate £16.00 £24.98 £18.94
% change year-on-year -35.95% +31.89% -5.30%

Data Modelling
Job Vacancy Trend in Warwickshire

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

Job vacancy trend for Data Modelling in Warwickshire

Data Modelling
Contractor Daily Rate Trend in Warwickshire

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

Contractor daily rate trend for Data Modelling in Warwickshire

Data Modelling
Contractor Daily Rate Histogram in Warwickshire

The daily rate distribution of IT jobs citing Data Modelling in Warwickshire over the 6 months to 19 January 2019.

Contractor daily rate histogram for Data Modelling in Warwickshire

Data Modelling
Contract Job Locations in Warwickshire

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 Warwickshire region over the 6 months to 19 January 2019. 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
Warwick -5 7 £425 -15.00% 2
Stratford-upon-Avon -5 1 £560 -12.16%
Data Modelling
West Midlands

For the 6 months to 19 January 2019, 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 Warwickshire region with a requirement for Data Modelling.

1 4 (25.00%) Finance
1 4 (25.00%) Degree
1 4 (25.00%) Business Intelligence
1 4 (25.00%) Use Case
1 4 (25.00%) Microsoft Azure
1 4 (25.00%) Office 365
2 3 (18.75%) Data Governance
2 3 (18.75%) User Acceptance Testing
2 3 (18.75%) Visualisation
2 3 (18.75%) Analytical Skills
2 3 (18.75%) Conceptual Models
2 3 (18.75%) Self-Motivation
2 3 (18.75%) Data Warehouse
2 3 (18.75%) SQL
2 3 (18.75%) Data Analysis
2 3 (18.75%) Migration
2 3 (18.75%) TOGAF
3 2 (12.50%) Asset Management
3 2 (12.50%) Stakeholder Management
3 2 (12.50%) SharePoint
3 2 (12.50%) SQL Server Reporting Services
3 2 (12.50%) Computer Science
3 2 (12.50%) Business Analysis
3 2 (12.50%) Cost-Benefit Analysis
3 2 (12.50%) SQL Server Integration Services
3 2 (12.50%) Enterprise Architecture
3 2 (12.50%) Oracle
3 2 (12.50%) SQL Server
3 2 (12.50%) ITIL
3 2 (12.50%) Microsoft Excel

Data Modelling
Co-occurring IT Skills in Warwickshire 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 (12.50%) SharePoint
2 1 (6.25%) SAS
Applications
1 2 (12.50%) Microsoft Excel
1 2 (12.50%) MS Visio
2 1 (6.25%) Spreadsheet
2 1 (6.25%) SPSS
Cloud Services
1 4 (25.00%) Microsoft Azure
1 4 (25.00%) Office 365
2 1 (6.25%) Azure Active Directory
Communications & Networking
1 1 (6.25%) Junos
Database & Business Intelligence
1 3 (18.75%) Data Warehouse
2 2 (12.50%) Oracle Database
2 2 (12.50%) Power BI
2 2 (12.50%) SQL Server
2 2 (12.50%) SQL Server Analysis Services
2 2 (12.50%) SQL Server Integration Services
2 2 (12.50%) SQL Server Reporting Services
3 1 (6.25%) Big Data
Development Applications
1 1 (6.25%) Toad
General
1 4 (25.00%) Finance
2 2 (12.50%) Pharmaceutical
Job Titles
1 6 (37.50%) Architect
2 5 (31.25%) Analyst
3 4 (25.00%) Business Analyst
4 3 (18.75%) Data Architect
5 2 (12.50%) Business Intelligence Developer
5 2 (12.50%) Developer
5 2 (12.50%) Office 365 Business Analyst
5 2 (12.50%) SharePoint Analyst
5 2 (12.50%) SharePoint Business Analyst
5 2 (12.50%) Solutions Architect
5 2 (12.50%) SQL BI Developer
5 2 (12.50%) SQL Developer
5 2 (12.50%) SSAS Developer
5 2 (12.50%) SSIS Developer
5 2 (12.50%) SSRS Developer
5 2 (12.50%) Technical Analyst
5 2 (12.50%) Technical Business Analyst
6 1 (6.25%) Azure Architect
6 1 (6.25%) Azure Developer
6 1 (6.25%) Power BI Developer
Miscellaneous
1 3 (18.75%) Analytical Skills
1 3 (18.75%) Self-Motivation
2 2 (12.50%) Management Information System
2 2 (12.50%) User Experience
3 1 (6.25%) Algorithms
3 1 (6.25%) CMDB
Processes & Methodologies
1 4 (25.00%) Business Intelligence
1 4 (25.00%) Use Case
2 3 (18.75%) Conceptual Models
2 3 (18.75%) Data Analysis
2 3 (18.75%) Data Governance
2 3 (18.75%) Migration
2 3 (18.75%) TOGAF
2 3 (18.75%) User Acceptance Testing
2 3 (18.75%) Visualisation
3 2 (12.50%) Acceptance Criteria
3 2 (12.50%) Analytical Thinking
3 2 (12.50%) BPMN
3 2 (12.50%) Data Architecture
3 2 (12.50%) Data Migration
3 2 (12.50%) Feasibility Study
3 2 (12.50%) Logical Data Model
3 2 (12.50%) Prototyping
3 2 (12.50%) Scenario Testing
3 2 (12.50%) SDLC
3 2 (12.50%) Translating Business Requirements
Programming Languages
1 3 (18.75%) SQL
2 1 (6.25%) R
Qualifications
1 4 (25.00%) Degree
2 1 (6.25%) Chartered Engineer
2 1 (6.25%) CHECK Team Member
2 1 (6.25%) CITP
2 1 (6.25%) Computer Science Degree
2 1 (6.25%) IIBA
2 1 (6.25%) ISEB
2 1 (6.25%) ITIL Certification
2 1 (6.25%) TOGAF Certification
Quality Assurance & Compliance
1 2 (12.50%) Data Quality
Systems Management
1 1 (6.25%) Netcool
1 1 (6.25%) TeMIP
Vendors
1 2 (12.50%) Informatica
1 2 (12.50%) Microsoft
1 2 (12.50%) Oracle
2 1 (6.25%) BMC
2 1 (6.25%) IBM
2 1 (6.25%) Nokia
2 1 (6.25%) SolarWinds