Period
to 18 November 2017

The following table provides summary statistics for contract job vacancies advertised in Milton Keynes 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 18 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
Buckinghamshire > Milton Keynes
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 103 43 55
Rank change year-on-year -60 +12 +22
Contract jobs citing Data Modelling 14 56 59
As % of all contract IT jobs advertised in Milton Keynes 0.80% 4.33% 3.05%
As % of the Processes & Methodologies category 0.96% 5.10% 3.76%
Number of daily rates quoted 7 35 31
Milton Keynes median daily rate £520 £413 £350
Median daily rate % change year-on-year +26.06% +17.86% -8.20%
10th Percentile £352 £323 £313
90th Percentile £556 £525 £438
Buckinghamshire median daily rate £460 £425 £358
% change year-on-year +8.24% +18.88% -8.33%
Number of hourly rates quoted 0 0 0
Milton Keynes median hourly rate - - -
Buckinghamshire 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 Milton Keynes with a requirement for process or methodology skills.

All Process and Methodology Skills
Milton Keynes
Contract vacancies with a requirement for process or methodology skills 1458 1098 1568
As % of all contract IT jobs advertised in Milton Keynes 83.51% 84.98% 80.95%
Number of daily rates quoted 760 645 860
Milton Keynes median daily rate £400 £420 £384
Median daily rate % change year-on-year -4.65% +9.32% +9.64%
10th Percentile £263 £249 £250
90th Percentile £526 £550 £500
Buckinghamshire median daily rate £400 £410 £375
% change year-on-year -2.44% +9.33% +7.14%
Number of hourly rates quoted 53 33 36
Milton Keynes median hourly rate £14.00 £14.00 £16.07
Median hourly rate % change year-on-year - -12.88% +26.04%
10th Percentile £8.79 £9.00 £9.38
90th Percentile £24.80 £38.75 £25.38
Buckinghamshire median hourly rate £16.58 £15.00 £16.27
% change year-on-year +10.53% -7.78% +25.12%

Data Modelling
Job Vacancy Trend in Milton Keynes

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

Job vacancy trend for Data Modelling in Milton Keynes

Data Modelling
Contractor Daily Rate Trend in Milton Keynes

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

Contractor daily rate trend for Data Modelling in Milton Keynes

Data Modelling
Contractor Daily Rate Histogram in Milton Keynes

The daily rate distribution of IT jobs citing Data Modelling in Milton Keynes over the 6 months to 18 November 2017.

Contractor daily rate histogram for Data Modelling in Milton Keynes

For the 6 months to 18 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 Milton Keynes region with a requirement for Data Modelling.

1 8 (57.14%) Stakeholder Management
2 6 (42.86%) Logical Data Model
3 5 (35.71%) User Stories
3 5 (35.71%) Wireframes
3 5 (35.71%) Requirements Analysis
3 5 (35.71%) Business Transformation
3 5 (35.71%) Collaborative Working
4 3 (21.43%) SQL
5 2 (14.29%) Oracle
5 2 (14.29%) ETL
5 2 (14.29%) Business Intelligence
5 2 (14.29%) BusinessObjects
5 2 (14.29%) MicroStrategy
5 2 (14.29%) Business Analysis
5 2 (14.29%) Data Integration
5 2 (14.29%) Relational Database
5 2 (14.29%) Analytical Skills
6 1 (7.14%) Data Structures
6 1 (7.14%) ASP.NET Web API
6 1 (7.14%) Data Lake
6 1 (7.14%) PMO
6 1 (7.14%) Dynamics 365
6 1 (7.14%) Analytical Thinking
6 1 (7.14%) Strategic Thinking
6 1 (7.14%) Physical Data Model
6 1 (7.14%) API Development
6 1 (7.14%) Power BI
6 1 (7.14%) SC Cleared
6 1 (7.14%) Security Cleared
6 1 (7.14%) Data Architecture

Data Modelling
Co-occurring IT Skills in Milton Keynes 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 1 (7.14%) Dynamics CRM
Cloud Services
1 1 (7.14%) Dynamics 365
Database & Business Intelligence
1 2 (14.29%) BusinessObjects
1 2 (14.29%) Relational Database
2 1 (7.14%) Big Data
2 1 (7.14%) Data Lake
2 1 (7.14%) Data Warehouse
2 1 (7.14%) Hadoop
2 1 (7.14%) Power BI
General
1 1 (7.14%) Banking
1 1 (7.14%) Finance
Job Titles
1 8 (57.14%) Analyst
2 6 (42.86%) Business Analyst
3 4 (28.57%) Business Change Analyst
3 4 (28.57%) Business Change Business Analyst
4 3 (21.43%) Architect
4 3 (21.43%) Data Architect
5 2 (14.29%) Developer
5 2 (14.29%) Solutions Architect
6 1 (7.14%) Banking Analyst
6 1 (7.14%) Business Intelligence Analyst
6 1 (7.14%) Business Systems Analyst
6 1 (7.14%) Change Analyst
6 1 (7.14%) Consultant
6 1 (7.14%) CRM Consultant
6 1 (7.14%) Data Analyst
6 1 (7.14%) MicroStrategy Developer
6 1 (7.14%) PL/SQL Developer
6 1 (7.14%) SAP Business Analyst
6 1 (7.14%) SQL Developer
6 1 (7.14%) Systems Analyst
Libraries, Frameworks & Software Standards
1 1 (7.14%) .NET
1 1 (7.14%) ASP.NET Web API
Miscellaneous
1 2 (14.29%) Analytical Skills
2 1 (7.14%) Data Structures
Processes & Methodologies
1 8 (57.14%) Stakeholder Management
2 6 (42.86%) Logical Data Model
3 5 (35.71%) Business Transformation
3 5 (35.71%) Collaborative Working
3 5 (35.71%) Requirements Analysis
3 5 (35.71%) User Stories
3 5 (35.71%) Wireframes
4 2 (14.29%) Business Analysis
4 2 (14.29%) Business Intelligence
4 2 (14.29%) Data Integration
4 2 (14.29%) ETL
5 1 (7.14%) CRM
5 1 (7.14%) Data Analysis
5 1 (7.14%) Data Management
5 1 (7.14%) Data Migration
5 1 (7.14%) OO
5 1 (7.14%) Technical Architecture
5 1 (7.14%) TOGAF
5 1 (7.14%) Use Case
5 1 (7.14%) Workflow
Programming Languages
1 3 (21.43%) SQL
2 1 (7.14%) PL/SQL
2 1 (7.14%) T-SQL
Qualifications
1 1 (7.14%) SC Cleared
1 1 (7.14%) Security Cleared
Quality Assurance & Compliance
1 1 (7.14%) PMO
System Software
1 1 (7.14%) Firmware
Vendors
1 2 (14.29%) MicroStrategy
1 2 (14.29%) Oracle
2 1 (7.14%) SAP