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 3 months to 26 June 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
3 months to
26 Jun 2017
Same period 2016 Same period 2015
Rank 69 44 60
Rank change year-on-year -25 +16  
Contract jobs citing Data Modelling 7 16 17
As % of all contract IT jobs advertised in Milton Keynes 0.93% 2.44% 2.03%
As % of the Processes & Methodologies category 1.10% 2.93% 2.51%
Number of daily rates quoted 4 10 9
Median daily rate £363 £438 £375
Median daily rate % change year-on-year -17.14% +16.66%  
90% offered a daily rate of more than £333 £308 £320
10% offered a daily rate of more than £533 £563 £400
UK excluding London median daily rate £425 £438 £420
% change year-on-year -2.85% +4.16%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £40.70 - £33.50

Data Modelling is in the process and methodology skills category. The next 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 and methodology skills.

Contract Process & Methodology Skills
Milton Keynes
Contract job vacancies with a requirement for process and methodology skills 637 547 677
As % of all contract IT job vacancies advertised in Milton Keynes 84.82% 83.51% 80.98%
Number of daily rates quoted 307 308 392
Median daily rate £400 £406 £391
Median daily rate % change year-on-year -1.36% +3.85%  
90% offered a daily rate of more than £285 £275 £285
10% offered a daily rate of more than £525 £525 £550
UK excluding London median daily rate £415 £400 £380
% change year-on-year +3.75% +5.26%  
Number of hourly rates quoted 11 14 8
Median hourly rate £16.25 £11.25 £22.50
Median hourly rate % change year-on-year +44.44% -50.00%  
90% offered a hourly rate of more than £9.04 £9.00 £11.00
10% offered a hourly rate of more than £18.70 £13.50 £40.00
UK excluding London median hourly rate £34.00 £28.50 £30.00
% change year-on-year +19.29% -5.00%  

Data Modelling
Job Vacancy Trend in Milton Keynes

The job posting trend of jobs advertised in Milton Keynes citing Data Modelling as a proportion of all contract or permanent IT jobs with a match in the Processes & Methodologies category.

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 3 months to 26 June 2017.

Contractor daily rate histogram for Data Modelling in Milton Keynes

For the 6 months to 26 June 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 (42.11%) Java
2 7 (36.84%) Banking
3 6 (31.58%) Agile Software Development
3 6 (31.58%) Finance
3 6 (31.58%) SOA
4 5 (26.32%) Internet
4 5 (26.32%) SQL
4 5 (26.32%) OO
4 5 (26.32%) Scrum
4 5 (26.32%) Business Analysis
4 5 (26.32%) Online Banking
4 5 (26.32%) JPA
4 5 (26.32%) REST
4 5 (26.32%) Big Data
5 4 (21.05%) Mobile Banking
5 4 (21.05%) Impala
5 4 (21.05%) User Experience
5 4 (21.05%) Apache Hive
5 4 (21.05%) Hadoop
5 4 (21.05%) Spring
5 4 (21.05%) Java EE
5 4 (21.05%) Oracle
5 4 (21.05%) Apache Spark
5 4 (21.05%) Spring Boot
6 3 (15.79%) Data Lake
6 3 (15.79%) SQL Server
6 3 (15.79%) SOAP
6 3 (15.79%) Web Services
6 3 (15.79%) MicroStrategy
6 3 (15.79%) Red Hat

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:

Application Platforms
1 4 (21.05%) Apache Spark
2 2 (10.53%) Oracle SOA Suite
3 1 (5.26%) Apache Pig
3 1 (5.26%) BizTalk Server
3 1 (5.26%) Confluence
3 1 (5.26%) OpenStack
Business Applications
1 1 (5.26%) BusinessWorks
1 1 (5.26%) Staffware
1 1 (5.26%) Temenos T24
Cloud Services
1 3 (15.79%) OpenShift
2 1 (5.26%) Amazon AWS
2 1 (5.26%) Microsoft Azure
Communications & Networking
1 5 (26.32%) Internet
2 1 (5.26%) ATM
2 1 (5.26%) Intranet
2 1 (5.26%) LDAP
Database & Business Intelligence
1 5 (26.32%) Big Data
2 4 (21.05%) Apache Hive
2 4 (21.05%) Hadoop
2 4 (21.05%) Impala
3 3 (15.79%) Data Lake
3 3 (15.79%) Relational Database
3 3 (15.79%) SQL Server
4 2 (10.53%) MongoDB
5 1 (5.26%) Apache Cassandra
5 1 (5.26%) BusinessObjects
5 1 (5.26%) BusinessObjects Web Intelligence
5 1 (5.26%) BusinessObjects XI
5 1 (5.26%) Data Mart
5 1 (5.26%) Data Warehouse
5 1 (5.26%) DB2
5 1 (5.26%) HBase
5 1 (5.26%) MySQL
5 1 (5.26%) NoSQL
5 1 (5.26%) RDBMS
5 1 (5.26%) Sqoop
Development Applications
1 3 (15.79%) Jenkins
2 2 (10.53%) Eclipse
2 2 (10.53%) Git (software)
2 2 (10.53%) Gradle
2 2 (10.53%) IntelliJ
2 2 (10.53%) JIRA
2 2 (10.53%) JProfiler
2 2 (10.53%) JUnit
2 2 (10.53%) Maven
2 2 (10.53%) SonarQube
3 1 (5.26%) Bitbucket
3 1 (5.26%) GitLab
3 1 (5.26%) Talend Open Studio
General
1 7 (36.84%) Banking
2 6 (31.58%) Finance
3 1 (5.26%) Retail
Job Titles
1 11 (57.89%) Developer
2 4 (21.05%) Architect
2 4 (21.05%) Java Developer
3 3 (15.79%) Analyst
3 3 (15.79%) Hadoop Developer
4 2 (10.53%) Business Systems Analyst
4 2 (10.53%) Software Architect
4 2 (10.53%) Solutions Architect
4 2 (10.53%) Systems Analyst
5 1 (5.26%) Agile Test Analyst
5 1 (5.26%) Banking Analyst
5 1 (5.26%) Big Data Developer
5 1 (5.26%) Business Developer
5 1 (5.26%) Business IT Analyst
5 1 (5.26%) IT Architect
5 1 (5.26%) Mobile Test Analyst
5 1 (5.26%) Report Analyst
5 1 (5.26%) SAP BusinessObjects (BO) Developer
5 1 (5.26%) Talend Developer
5 1 (5.26%) Test Analyst
Libraries, Frameworks & Software Standards
1 5 (26.32%) JPA
1 5 (26.32%) REST
2 4 (21.05%) Java EE
2 4 (21.05%) Spring
2 4 (21.05%) Spring Boot
3 3 (15.79%) Hibernate
3 3 (15.79%) SOAP
3 3 (15.79%) Web Services
4 2 (10.53%) AngularJS
4 2 (10.53%) Drools
4 2 (10.53%) HTML
4 2 (10.53%) React
5 1 (5.26%) Angular 2
5 1 (5.26%) Backbone.js
5 1 (5.26%) CSS3
5 1 (5.26%) Node.js
5 1 (5.26%) Polymer
5 1 (5.26%) Redux
5 1 (5.26%) Spark Streaming
5 1 (5.26%) Twitter Bootstrap
Miscellaneous
1 5 (26.32%) Online Banking
2 4 (21.05%) Mobile Banking
2 4 (21.05%) User Experience
3 2 (10.53%) Analytical Skills
3 2 (10.53%) Computer Science
3 2 (10.53%) Data Structures
Operating Systems
1 1 (5.26%) Linux
Processes & Methodologies
1 6 (31.58%) Agile Software Development
1 6 (31.58%) SOA
2 5 (26.32%) Business Analysis
2 5 (26.32%) OO
2 5 (26.32%) Scrum
3 3 (15.79%) DevOps
3 3 (15.79%) TDD
3 3 (15.79%) TOGAF
4 2 (10.53%) BPMN
4 2 (10.53%) Business Intelligence
4 2 (10.53%) Domain Models
4 2 (10.53%) EAI
4 2 (10.53%) Enterprise Architecture
4 2 (10.53%) Logical Data Model
4 2 (10.53%) Microservices
4 2 (10.53%) MVC
4 2 (10.53%) RAD
4 2 (10.53%) Technical Architecture
4 2 (10.53%) UML
4 2 (10.53%) Wireframes
Programming Languages
1 8 (42.11%) Java
2 5 (26.32%) SQL
3 3 (15.79%) Scala
4 2 (10.53%) JavaScript
5 1 (5.26%) Perl
5 1 (5.26%) PL/SQL
5 1 (5.26%) Python
System Software
1 1 (5.26%) Apache Flume
1 1 (5.26%) HDFS
Systems Management
1 3 (15.79%) Oozie
2 1 (5.26%) Hadoop YARN
2 1 (5.26%) HP Quality Center
Vendors
1 4 (21.05%) Oracle
2 3 (15.79%) MicroStrategy
2 3 (15.79%) Red Hat
3 1 (5.26%) Cloudera
3 1 (5.26%) Perforce
3 1 (5.26%) Talend
3 1 (5.26%) TIBCO
Milton Keynes, Buckinghamshire
AMS contingency
Posted: 13 days ago