Period
to 24 November 2017

The following table provides summary statistics for contract job vacancies advertised in Derbyshire 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 24 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 Modelling
East Midlands > Derbyshire
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 51 39 47
Rank change year-on-year -12 +8 +1
Contract jobs citing Data Modelling 8 15 7
As % of all contract IT jobs advertised in Derbyshire 1.40% 2.74% 1.34%
As % of the Processes & Methodologies category 1.68% 3.57% 1.76%
Number of daily rates quoted 2 7 5
Derbyshire median daily rate £413 £323 £300
Median daily rate % change year-on-year +27.91% +7.50% +4.35%
10th Percentile £401 £188 £238
90th Percentile £434 £450 £507
East Midlands median daily rate £463 £375 £416
% change year-on-year +23.33% -9.91% +5.38%
Number of hourly rates quoted 0 0 0
Derbyshire median hourly rate - - -
East 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 Derbyshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Derbyshire
Contract vacancies with a requirement for process or methodology skills 475 420 398
As % of all contract IT jobs advertised in Derbyshire 83.19% 76.78% 76.25%
Number of daily rates quoted 306 255 235
Derbyshire median daily rate £389 £375 £373
Median daily rate % change year-on-year +3.67% +0.67% +7.97%
10th Percentile £229 £200 £213
90th Percentile £515 £575 £500
East Midlands median daily rate £400 £400 £375
% change year-on-year - +6.67% -
Number of hourly rates quoted 23 15 10
Derbyshire median hourly rate £27.30 £13.00 £12.50
Median hourly rate % change year-on-year +110.00% +4.00% +19.05%
10th Percentile £12.93 £8.33 £7.70
90th Percentile £51.18 £42.95 £18.68
East Midlands median hourly rate £15.50 £14.00 £16.20
% change year-on-year +10.71% -13.58% +2.86%

Data Modelling
Job Vacancy Trend in Derbyshire

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

Job vacancy trend for Data Modelling in Derbyshire

Data Modelling
Contractor Daily Rate Trend in Derbyshire

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

Contractor daily rate trend for Data Modelling in Derbyshire

Data Modelling
Contractor Hourly Rate Trend in Derbyshire

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

Contractor hourly rate trend for Data Modelling in Derbyshire

Data Modelling
Contract Job Locations in Derbyshire

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 Derbyshire region over the 6 months to 24 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
Derby -7 6 £413 +83.33%
Chesterfield +3 1 - -
Data Modelling
East Midlands

For the 6 months to 24 November 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 Derbyshire region with a requirement for Data Modelling.

1 4 (50.00%) Stakeholder Management
1 4 (50.00%) Data Architecture
1 4 (50.00%) Data Governance
2 3 (37.50%) Data Quality
2 3 (37.50%) Data Migration
2 3 (37.50%) Data Cleansing
2 3 (37.50%) Migration
2 3 (37.50%) Enterprise Architecture
2 3 (37.50%) Business Intelligence
3 2 (25.00%) Data Warehouse
3 2 (25.00%) Informatica
3 2 (25.00%) Agile Software Development
3 2 (25.00%) Data Analysis
3 2 (25.00%) Business Analysis
3 2 (25.00%) Legal
3 2 (25.00%) Manufacturing
3 2 (25.00%) Teamcenter
3 2 (25.00%) Stakeholder Engagement
3 2 (25.00%) Visualisation
3 2 (25.00%) Analytics
3 2 (25.00%) Data Visualisation
4 1 (12.50%) Customer Insight
4 1 (12.50%) Data Analytics
4 1 (12.50%) Master Data Management
4 1 (12.50%) Performance Monitoring
4 1 (12.50%) Relational Database
4 1 (12.50%) Analytical Skills
4 1 (12.50%) Logical Data Model
4 1 (12.50%) Actionable Insight
4 1 (12.50%) IT Strategy

Data Modelling
Co-occurring IT Skills in Derbyshire 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:

Business Applications
1 2 (25.00%) Teamcenter
Database & Business Intelligence
1 2 (25.00%) Data Warehouse
2 1 (12.50%) NoSQL
2 1 (12.50%) QlikView
2 1 (12.50%) RDBMS
2 1 (12.50%) Relational Database
2 1 (12.50%) SQL Server
2 1 (12.50%) SQL Server Integration Services
Development Applications
1 1 (12.50%) ERwin
General
1 2 (25.00%) Legal
1 2 (25.00%) Manufacturing
Job Titles
1 4 (50.00%) Architect
1 4 (50.00%) Data Architect
2 3 (37.50%) Analyst
3 2 (25.00%) Business Analyst
4 1 (12.50%) Data Analyst
4 1 (12.50%) Data Modeller
4 1 (12.50%) SAP Architect
Miscellaneous
1 1 (12.50%) Analytical Skills
1 1 (12.50%) Greenfield Project
1 1 (12.50%) Management Information System
1 1 (12.50%) Taxonomies
Processes & Methodologies
1 4 (50.00%) Data Architecture
1 4 (50.00%) Data Governance
1 4 (50.00%) Stakeholder Management
2 3 (37.50%) Business Intelligence
2 3 (37.50%) Data Cleansing
2 3 (37.50%) Data Migration
2 3 (37.50%) Enterprise Architecture
2 3 (37.50%) Migration
3 2 (25.00%) Agile Software Development
3 2 (25.00%) Analytics
3 2 (25.00%) Business Analysis
3 2 (25.00%) Data Analysis
3 2 (25.00%) Data Visualisation
3 2 (25.00%) Stakeholder Engagement
3 2 (25.00%) Visualisation
4 1 (12.50%) Data Management
4 1 (12.50%) Information Security
4 1 (12.50%) Ontologies
4 1 (12.50%) Scrum
4 1 (12.50%) TOGAF
Programming Languages
1 1 (12.50%) ABAP
1 1 (12.50%) SQL
Qualifications
1 1 (12.50%) IIBA
Quality Assurance & Compliance
1 3 (37.50%) Data Quality
Vendors
1 2 (25.00%) Informatica
2 1 (12.50%) Microsoft
2 1 (12.50%) Oracle
2 1 (12.50%) SAP
2 1 (12.50%) Siemens