Period
to 20 November 2017

The following table provides summary statistics for contract job vacancies advertised in Middlesex 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 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
South East > Middlesex
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 25 39 33
Rank change year-on-year +14 -6 +8
Contract jobs citing Data Modelling 9 2 7
As % of all contract IT jobs advertised in Middlesex 3.47% 0.56% 1.98%
As % of the Processes & Methodologies category 4.02% 0.65% 2.48%
Number of daily rates quoted 4 1 4
Middlesex median daily rate £398 £375 £461
Median daily rate % change year-on-year +6.00% -18.61% +104.78%
10th Percentile £362 £375 £309
90th Percentile £438 £375 £484
South East median daily rate £445 £438 £440
% change year-on-year +1.71% -0.57% +3.53%
Number of hourly rates quoted 0 0 0
Middlesex median hourly rate - - -
South East median hourly rate £47.50 £45.00 -
% change year-on-year +5.56% - -

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 Middlesex with a requirement for process or methodology skills.

All Process and Methodology Skills
Middlesex
Contract vacancies with a requirement for process or methodology skills 224 307 282
As % of all contract IT jobs advertised in Middlesex 86.49% 86.48% 79.66%
Number of daily rates quoted 156 181 139
Middlesex median daily rate £445 £413 £396
Median daily rate % change year-on-year +7.88% +4.17% +2.19%
10th Percentile £300 £275 £263
90th Percentile £548 £550 £501
South East median daily rate £425 £400 £393
% change year-on-year +6.25% +1.91% +4.67%
Number of hourly rates quoted 2 9 10
Middlesex median hourly rate £31.75 £37.50 £38.50
Median hourly rate % change year-on-year -15.33% -2.60% -3.75%
10th Percentile £30.58 £23.70 £13.18
90th Percentile £33.53 £42.60 £48.75
South East median hourly rate £23.00 £27.13 £26.50
% change year-on-year -15.21% +2.36% +51.43%

Data Modelling
Job Vacancy Trend in Middlesex

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

Job vacancy trend for Data Modelling in Middlesex

Data Modelling
Contractor Daily Rate Trend in Middlesex

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

Contractor daily rate trend for Data Modelling in Middlesex

Data Modelling
Contractor Hourly Rate Trend in Middlesex

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

Contractor hourly rate trend for Data Modelling in Middlesex

For the 6 months to 20 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 Middlesex region with a requirement for Data Modelling.

1 4 (44.44%) SAP
1 4 (44.44%) Stakeholder Management
1 4 (44.44%) Analytical Skills
2 3 (33.33%) Analytics
3 2 (22.22%) Data Analytics
3 2 (22.22%) Lean Six Sigma
3 2 (22.22%) Innovative Thinking
3 2 (22.22%) Qlik Sense
3 2 (22.22%) SQL
3 2 (22.22%) Six Sigma
3 2 (22.22%) Data Analysis
3 2 (22.22%) Logistics
4 1 (11.11%) General Ledger
4 1 (11.11%) SAP Oil and Gas
4 1 (11.11%) Strategic Planning
4 1 (11.11%) Microsoft PowerPoint
4 1 (11.11%) ISO/IEC 27001
4 1 (11.11%) Resource Management
4 1 (11.11%) Sarbanes-Oxley
4 1 (11.11%) Oracle
4 1 (11.11%) Information Security
4 1 (11.11%) SAP FI/CO
4 1 (11.11%) Service Management
4 1 (11.11%) Information Security Management
4 1 (11.11%) Security Management
4 1 (11.11%) Management Information System
4 1 (11.11%) Finance
4 1 (11.11%) Validation
4 1 (11.11%) Migration
4 1 (11.11%) ITIL

Data Modelling
Co-occurring IT Skills in Middlesex 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 1 (11.11%) SAS
Applications
1 1 (11.11%) Microsoft Excel
1 1 (11.11%) Microsoft PowerPoint
Business Applications
1 1 (11.11%) SAP CO
1 1 (11.11%) SAP FI
1 1 (11.11%) SAP FI/CO
1 1 (11.11%) SAP HR
1 1 (11.11%) SAP Oil and Gas
Database & Business Intelligence
1 2 (22.22%) Qlik Sense
2 1 (11.11%) Data Warehouse
2 1 (11.11%) Hadoop
2 1 (11.11%) SAP BW
2 1 (11.11%) SQLPlus
General
1 1 (11.11%) Billing
1 1 (11.11%) Finance
1 1 (11.11%) General Ledger
Job Titles
1 4 (44.44%) Consultant
2 3 (33.33%) Analyst
3 2 (22.22%) Data Analyst
3 2 (22.22%) Functional Consultant
4 1 (11.11%) Business Strategy Analyst
4 1 (11.11%) Data Modeller
4 1 (11.11%) Identity and Access Management Analyst
4 1 (11.11%) SAP Analyst
4 1 (11.11%) SAP Consultant
4 1 (11.11%) SAP Data Analyst
4 1 (11.11%) SAP Financial Leader
4 1 (11.11%) SAP Functional Consultant
4 1 (11.11%) Service Analyst
4 1 (11.11%) Service Management Analyst
4 1 (11.11%) Strategy Analyst
Libraries, Frameworks & Software Standards
1 1 (11.11%) SAP Fiori
Miscellaneous
1 4 (44.44%) Analytical Skills
2 1 (11.11%) Data Structures
2 1 (11.11%) Management Information System
Processes & Methodologies
1 4 (44.44%) Stakeholder Management
2 3 (33.33%) Analytics
3 2 (22.22%) Data Analysis
3 2 (22.22%) Data Analytics
3 2 (22.22%) Innovative Thinking
3 2 (22.22%) Lean Six Sigma
3 2 (22.22%) Logistics
3 2 (22.22%) Six Sigma
4 1 (11.11%) Business Intelligence
4 1 (11.11%) Data Extraction
4 1 (11.11%) Information Security
4 1 (11.11%) Information Security Management
4 1 (11.11%) ISMS
4 1 (11.11%) ITIL
4 1 (11.11%) Migration
4 1 (11.11%) Security Management
4 1 (11.11%) Service Management
4 1 (11.11%) Time Management
4 1 (11.11%) Validation
4 1 (11.11%) Work Breakdown Structure
Programming Languages
1 2 (22.22%) SQL
Qualifications
1 1 (11.11%) SAP Certification
Quality Assurance & Compliance
1 1 (11.11%) ISO/IEC 27001
1 1 (11.11%) Sarbanes-Oxley
Vendors
1 4 (44.44%) SAP
2 1 (11.11%) Concur
2 1 (11.11%) IBM
2 1 (11.11%) Microsoft
2 1 (11.11%) Oracle