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 25 March 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.

3 months to
25 Mar 2017
Same period 2016 Same period 2015
Data Modelling
Buckinghamshire / Milton Keynes
Rank 60 54 37
Rank change year-on-year -6 -17  
Contract jobs citing Data Modelling 12 16 32
As % of all contract IT jobs advertised in Milton Keynes 1.61% 2.13% 3.84%
As % of the Processes & Methodologies category 1.91% 2.48% 4.82%
Number of daily rates quoted 7 6 17
Median daily rate £375 £310 £400
Median daily rate % change year-on-year +20.96% -22.50%  
90% offered a daily rate of more than £354 £263 £315
10% offered a daily rate of more than £473 £398 £468
UK excluding London median daily rate £438 £450 £425
% change year-on-year -2.77% +5.88%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £38.37 £49.82 £40.00
% change year-on-year -22.98% +24.55%  

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 629 646 664
As % of all contract IT job vacancies advertised in Milton Keynes 84.32% 85.90% 79.62%
Number of daily rates quoted 346 366 342
Median daily rate £415 £410 £365
Median daily rate % change year-on-year +1.21% +12.32%  
90% offered a daily rate of more than £325 £300 £280
10% offered a daily rate of more than £550 £525 £500
UK excluding London median daily rate £410 £400 £400
% change year-on-year +2.50% +0.06%  
Number of hourly rates quoted 11 7 7
Median hourly rate £14.00 £15.00 £18.50
Median hourly rate % change year-on-year -6.66% -18.91%  
90% offered a hourly rate of more than £9.00 £13.50 £12.70
10% offered a hourly rate of more than £16.50 £60.00 £40.00
UK excluding London median hourly rate £36.00 £38.75 £30.00
% change year-on-year -7.09% +29.16%  

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 25 March 2017.

Contractor daily rate histogram for Data Modelling in Milton Keynes

Data Modelling
Top 30 Related IT Skills in Milton Keynes

For the 6 months to 25 March 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 12 (36.36%) ETL
2 11 (33.33%) Agile Software Development
3 10 (30.30%) Hadoop
3 10 (30.30%) Java
3 10 (30.30%) SQL
3 10 (30.30%) Big Data
4 9 (27.27%) Oracle
4 9 (27.27%) SQL Server
4 9 (27.27%) Data Warehouse
5 7 (21.21%) Finance
5 7 (21.21%) Apache Hive
6 6 (18.18%) Banking
6 6 (18.18%) Scrum
6 6 (18.18%) Impala
6 6 (18.18%) Apache Spark
7 5 (15.15%) Star Schema
7 5 (15.15%) OO
7 5 (15.15%) PL/SQL
7 5 (15.15%) Retail
7 5 (15.15%) SQL Server Integration Services
7 5 (15.15%) JPA
8 4 (12.12%) Data Architecture
8 4 (12.12%) Test Scripting
8 4 (12.12%) Continuous Integration
8 4 (12.12%) Data Analysis
8 4 (12.12%) Spring
8 4 (12.12%) Java EE
8 4 (12.12%) QA
8 4 (12.12%) SAP
8 4 (12.12%) Informatica

Data Modelling
Top Related 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 6 (18.18%) Apache Spark
2 2 (6.06%) Oracle SOA Suite
3 1 (3.03%) Apache Pig
3 1 (3.03%) Confluence
3 1 (3.03%) OpenStack
Applications
1 1 (3.03%) MS Visio
Business Applications
1 4 (12.12%) Oracle Applications
Cloud Services
1 3 (9.09%) Microsoft Azure
2 2 (6.06%) PaaS
3 1 (3.03%) Amazon AWS
3 1 (3.03%) OpenShift
Communications & Networking
1 2 (6.06%) Internet
2 1 (3.03%) Intranet
2 1 (3.03%) LDAP
Database & Business Intelligence
1 10 (30.30%) Big Data
1 10 (30.30%) Hadoop
2 9 (27.27%) Data Warehouse
2 9 (27.27%) SQL Server
3 7 (21.21%) Apache Hive
4 6 (18.18%) Impala
5 5 (15.15%) SQL Server Integration Services
5 5 (15.15%) Star Schema
6 4 (12.12%) Data Lake
6 4 (12.12%) Relational Database
6 4 (12.12%) SAP Data Services
7 3 (9.09%) Enterprise Data Warehouse
7 3 (9.09%) MongoDB
7 3 (9.09%) SQL Server 2012
7 3 (9.09%) SQL Server 2016
8 2 (6.06%) Apache Cassandra
8 2 (6.06%) DB2
8 2 (6.06%) Microsoft Analysis Services
8 2 (6.06%) RDBMS
8 2 (6.06%) SQL Server Reporting Services
Development Applications
1 3 (9.09%) Jenkins
1 3 (9.09%) Talend Open Studio
2 2 (6.06%) Eclipse
2 2 (6.06%) Git (software)
2 2 (6.06%) Gradle
2 2 (6.06%) IntelliJ
2 2 (6.06%) JIRA
2 2 (6.06%) JProfiler
2 2 (6.06%) JUnit
2 2 (6.06%) Maven
2 2 (6.06%) SonarQube
2 2 (6.06%) Visual Studio
3 1 (3.03%) Bitbucket
3 1 (3.03%) GitLab
General
1 7 (21.21%) Finance
2 6 (18.18%) Banking
3 5 (15.15%) Retail
4 1 (3.03%) Marketing
Job Titles
1 16 (48.48%) Developer
2 7 (21.21%) Architect
3 5 (15.15%) Data Modeller
3 5 (15.15%) Hadoop Developer
4 4 (12.12%) Data Architect
4 4 (12.12%) Informatica Developer
4 4 (12.12%) Java Developer
4 4 (12.12%) PL/SQL Developer
4 4 (12.12%) SQL Developer
5 3 (9.09%) SAP Developer
6 2 (6.06%) Big Data Architect
6 2 (6.06%) Big Data Developer
6 2 (6.06%) Data Warehouse Architect
6 2 (6.06%) ETL Developer
6 2 (6.06%) Scrum Master
6 2 (6.06%) Solutions Architect
6 2 (6.06%) Technical Architect
6 2 (6.06%) Technical Leader
7 1 (3.03%) Business Developer
7 1 (3.03%) Database Architect
Libraries, Frameworks & Software Standards
1 5 (15.15%) JPA
2 4 (12.12%) Java EE
2 4 (12.12%) Spring
2 4 (12.12%) Spring Boot
3 3 (9.09%) Hibernate
3 3 (9.09%) REST
3 3 (9.09%) SOAP
3 3 (9.09%) Web Services
4 2 (6.06%) AngularJS
4 2 (6.06%) Drools
4 2 (6.06%) React
5 1 (3.03%) Angular 2
5 1 (3.03%) HTML5
5 1 (3.03%) jQuery
5 1 (3.03%) Node.js
5 1 (3.03%) Polymer
5 1 (3.03%) Redux
5 1 (3.03%) RESTful
5 1 (3.03%) Spark Streaming
5 1 (3.03%) Spring MVC
Miscellaneous
1 4 (12.12%) Analytical Skills
2 2 (6.06%) Computer Science
2 2 (6.06%) Online Banking
2 2 (6.06%) User Experience
3 1 (3.03%) Enterprise Software
3 1 (3.03%) Mobile Banking
Operating Systems
1 1 (3.03%) Linux
1 1 (3.03%) Windows
1 1 (3.03%) Windows Server
Processes & Methodologies
1 12 (36.36%) ETL
2 11 (33.33%) Agile Software Development
3 6 (18.18%) Scrum
4 5 (15.15%) OO
5 4 (12.12%) Continuous Integration
5 4 (12.12%) Data Analysis
5 4 (12.12%) Data Architecture
5 4 (12.12%) ETL Development
5 4 (12.12%) Test Scripting
6 3 (9.09%) Business Intelligence
6 3 (9.09%) MapReduce
6 3 (9.09%) Microservices
6 3 (9.09%) SOA
6 3 (9.09%) TDD
6 3 (9.09%) Use Case
7 2 (6.06%) CRM
7 2 (6.06%) Data Security
7 2 (6.06%) EAI
7 2 (6.06%) RAD
7 2 (6.06%) TOGAF
Programming Languages
1 10 (30.30%) Java
1 10 (30.30%) SQL
2 5 (15.15%) PL/SQL
3 3 (9.09%) Python
3 3 (9.09%) Scala
4 2 (6.06%) C++
4 2 (6.06%) JavaScript
4 2 (6.06%) R
5 1 (3.03%) Perl
Qualifications
1 2 (6.06%) Degree
2 1 (3.03%) MCITP
2 1 (3.03%) MCTS
2 1 (3.03%) Microsoft Certification
Quality Assurance & Compliance
1 4 (12.12%) QA
2 2 (6.06%) Data Quality
System Software
1 1 (3.03%) Active Directory
1 1 (3.03%) Apache Flume
1 1 (3.03%) HDFS
Systems Management
1 3 (9.09%) Oozie
2 1 (3.03%) Control-M
2 1 (3.03%) Hadoop YARN
2 1 (3.03%) HP Quality Center
Vendors
1 9 (27.27%) Oracle
2 4 (12.12%) Informatica
2 4 (12.12%) SAP
3 3 (9.09%) Cloudera
3 3 (9.09%) Microsoft
3 3 (9.09%) MicroStrategy
3 3 (9.09%) Talend
4 1 (3.03%) Netezza
4 1 (3.03%) Perforce
4 1 (3.03%) Red Hat
4 1 (3.03%) Remedy
4 1 (3.03%) ServiceNow