Period
to 21 November 2017

The following table provides summary statistics for contract job vacancies advertised in Buckinghamshire 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 21 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 > Buckinghamshire
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 121 47 69
Rank change year-on-year -74 +22 +26
Contract jobs citing Data Modelling 17 72 69
As % of all contract IT jobs advertised in Buckinghamshire 0.72% 4.13% 2.61%
As % of the Processes & Methodologies category 0.88% 4.90% 3.24%
Number of daily rates quoted 8 42 34
Buckinghamshire median daily rate £460 £425 £358
Median daily rate % change year-on-year +8.24% +18.88% -8.04%
10th Percentile £360 £338 £313
90th Percentile £553 £536 £438
South East median daily rate £445 £439 £440
% change year-on-year +1.42% -0.28% +3.53%
Number of hourly rates quoted 0 0 0
Buckinghamshire 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 Buckinghamshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Buckinghamshire
Contract vacancies with a requirement for process or methodology skills 1937 1468 2129
As % of all contract IT jobs advertised in Buckinghamshire 81.59% 84.22% 80.67%
Number of daily rates quoted 908 801 1120
Buckinghamshire median daily rate £400 £408 £375
Median daily rate % change year-on-year -1.84% +8.67% +7.14%
10th Percentile £252 £235 £238
90th Percentile £538 £550 £510
South East median daily rate £425 £400 £390
% change year-on-year +6.25% +2.56% +4.00%
Number of hourly rates quoted 95 59 61
Buckinghamshire median hourly rate £16.50 £15.00 £16.25
Median hourly rate % change year-on-year +10.00% -7.69% +27.45%
10th Percentile £9.58 £9.31 £9.50
90th Percentile £48.75 £47.30 £45.00
South East median hourly rate £22.75 £27.13 £26.50
% change year-on-year -16.13% +2.36% +51.43%

Data Modelling
Job Vacancy Trend in Buckinghamshire

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

Job vacancy trend for Data Modelling in Buckinghamshire

Data Modelling
Contractor Daily Rate Trend in Buckinghamshire

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

Contractor daily rate trend for Data Modelling in Buckinghamshire

Data Modelling
Contractor Daily Rate Histogram in Buckinghamshire

The daily rate distribution of IT jobs citing Data Modelling in Buckinghamshire over the 6 months to 21 November 2017.

Contractor daily rate histogram for Data Modelling in Buckinghamshire

Data Modelling
Contract Job Locations in Buckinghamshire

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 Buckinghamshire region over the 6 months to 21 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
Milton Keynes -65 14 £520 +24.18% 1
Amersham -4 1 - -
Data Modelling
South East

For the 6 months to 21 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 Buckinghamshire region with a requirement for Data Modelling.

1 8 (47.06%) Stakeholder Management
2 7 (41.18%) Logical Data Model
3 5 (29.41%) Requirements Analysis
3 5 (29.41%) User Stories
3 5 (29.41%) Business Transformation
3 5 (29.41%) Wireframes
3 5 (29.41%) Collaborative Working
4 4 (23.53%) Oracle
4 4 (23.53%) ETL
4 4 (23.53%) Business Intelligence
5 3 (17.65%) SQL
5 3 (17.65%) SQL Server
5 3 (17.65%) Banking
5 3 (17.65%) Relational Database
6 2 (11.76%) Analytical Skills
6 2 (11.76%) Physical Data Model
6 2 (11.76%) Data Migration
6 2 (11.76%) Data Integration
6 2 (11.76%) TOGAF
6 2 (11.76%) Business Analysis
6 2 (11.76%) Finance
6 2 (11.76%) Migration
6 2 (11.76%) Data Warehouse
6 2 (11.76%) .NET
6 2 (11.76%) BusinessObjects
6 2 (11.76%) MicroStrategy
7 1 (5.88%) Firmware
7 1 (5.88%) Project Management
7 1 (5.88%) RDBMS
7 1 (5.88%) Microsoft

Data Modelling
Co-occurring IT Skills in Buckinghamshire 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 (5.88%) Oracle Coherence
1 1 (5.88%) Oracle SOA Suite
Business Applications
1 1 (5.88%) Dynamics CRM
Cloud Services
1 1 (5.88%) Dynamics 365
Communications & Networking
1 1 (5.88%) Radio Access Network
Database & Business Intelligence
1 3 (17.65%) Relational Database
1 3 (17.65%) SQL Server
2 2 (11.76%) BusinessObjects
2 2 (11.76%) Data Warehouse
3 1 (5.88%) Big Data
3 1 (5.88%) Data Lake
3 1 (5.88%) DB2
3 1 (5.88%) Hadoop
3 1 (5.88%) Power BI
3 1 (5.88%) RDBMS
3 1 (5.88%) SQL Server Analysis Services
3 1 (5.88%) SQL Server Integration Services
3 1 (5.88%) SQL Server Reporting Services
General
1 3 (17.65%) Banking
2 2 (11.76%) Finance
3 1 (5.88%) Front Office
3 1 (5.88%) Investment Banking
3 1 (5.88%) Telecoms
Job Titles
1 8 (47.06%) Analyst
2 6 (35.29%) Business Analyst
3 4 (23.53%) Architect
3 4 (23.53%) Business Change Analyst
3 4 (23.53%) Business Change Business Analyst
3 4 (23.53%) Developer
4 3 (17.65%) Data Architect
5 2 (11.76%) Solutions Architect
6 1 (5.88%) Banking Analyst
6 1 (5.88%) Business Intelligence Analyst
6 1 (5.88%) Business Systems Analyst
6 1 (5.88%) Consultant
6 1 (5.88%) Data Analyst
6 1 (5.88%) Front Office Developer
6 1 (5.88%) MicroStrategy Developer
6 1 (5.88%) PMO Analyst
6 1 (5.88%) SQL Developer
6 1 (5.88%) Strategy Analyst
6 1 (5.88%) Systems Analyst
6 1 (5.88%) Technical Architect
Libraries, Frameworks & Software Standards
1 2 (11.76%) .NET
2 1 (5.88%) ASP.NET Web API
2 1 (5.88%) REST
2 1 (5.88%) SOAP
2 1 (5.88%) Web Services
2 1 (5.88%) WSDL
2 1 (5.88%) XML
2 1 (5.88%) XML Messaging
2 1 (5.88%) XSD
Miscellaneous
1 2 (11.76%) Analytical Skills
2 1 (5.88%) Data Structures
2 1 (5.88%) Fixed Income
Processes & Methodologies
1 8 (47.06%) Stakeholder Management
2 7 (41.18%) Logical Data Model
3 5 (29.41%) Business Transformation
3 5 (29.41%) Collaborative Working
3 5 (29.41%) Requirements Analysis
3 5 (29.41%) User Stories
3 5 (29.41%) Wireframes
4 4 (23.53%) Business Intelligence
4 4 (23.53%) ETL
5 2 (11.76%) Business Analysis
5 2 (11.76%) Data Integration
5 2 (11.76%) Data Migration
5 2 (11.76%) Migration
5 2 (11.76%) Physical Data Model
5 2 (11.76%) TOGAF
6 1 (5.88%) API Development
6 1 (5.88%) ETL Development
6 1 (5.88%) Master Data Management
6 1 (5.88%) Technical Architecture
6 1 (5.88%) Test Strategy
Programming Languages
1 3 (17.65%) SQL
2 1 (5.88%) C#
2 1 (5.88%) Java
2 1 (5.88%) PL/SQL
2 1 (5.88%) T-SQL
Qualifications
1 1 (5.88%) SC Cleared
1 1 (5.88%) Security Cleared
Quality Assurance & Compliance
1 1 (5.88%) PMO
System Software
1 1 (5.88%) Firmware
Vendors
1 4 (23.53%) Oracle
2 2 (11.76%) MicroStrategy
3 1 (5.88%) Microsoft
3 1 (5.88%) SAP
3 1 (5.88%) TEOCO