The table below looks at the statistics for Data Modelling skills in IT contracts advertised for the Milton Keynes region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Modelling over the 3 months to 20 February 2017 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
20 Feb 2017
Same period 2016 Same period 2015
Data Modelling
Buckinghamshire / Milton Keynes
Rank 56 49 49
Rank change year-on-year
-7 0
Contract jobs citing Data Modelling 9 17 21
As % of all contract IT jobs located in Milton Keynes 1.42% 2.43% 2.56%
As % of the Processes & Methodologies category 1.72% 2.88% 3.23%
Number of daily rates quoted 3 10 12
Median daily rate £455 £358 £400
Median daily rate % change year-on-year
+27.27% -10.62%
90% offered a daily rate of more than £451 £294 £365
10% offered a daily rate of more than £491 £400 £473
UK excluding London median daily rate £450 £438 £425
% change year-on-year
+2.85% +2.94%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £42.50 £46.58 £52.50
% change year-on-year
-8.75% -11.27%

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in contract jobs advertised in the Milton Keynes region.

Processes & Methodologies Category
Milton Keynes
Contract IT job ads with a match in the
Processes & Methodologies category
524 591 651
As % of all contract IT jobs located in Milton Keynes 82.39% 84.31% 79.29%
Number of daily rates quoted 312 314 363
Median daily rate £400 £400 £375
Median daily rate % change year-on-year
- +6.66%
90% offered a daily rate of more than £307 £300 £280
10% offered a daily rate of more than £550 £538 £500
UK excluding London median daily rate £408 £400 £400
% change year-on-year
+2.00% -
Number of hourly rates quoted 12 16 9
Median hourly rate £12.40 £14.20 £16.00
Median hourly rate % change year-on-year
-12.67% -11.25%
90% offered a hourly rate of more than £8.93 £12.00 £11.50
10% offered a hourly rate of more than £16.50 £60.00 £18.50
UK excluding London median hourly rate £35.88 £40.00 £27.50
% change year-on-year
-10.31% +45.45%

Data Modelling
Jobs Demand Trend in Milton Keynes

The demand trend of contract jobs across the Milton Keynes region citing Data Modelling as a proportion of all IT contracts with a match in the Processes & Methodologies category.

Data Modelling Jobs Demand Trend in Milton Keynes

Data Modelling
Daily Rate Trend in Milton Keynes

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

Data Modelling Daily Rate Trend in Milton Keynes

Data Modelling
Top 30 Related IT Skills in Milton Keynes

For the 6 months to 20 February 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 19 (46.34%) ETL
2 16 (39.02%) Big Data
3 14 (34.15%) Data Warehouse
3 14 (34.15%) Hadoop
4 13 (31.71%) SQL
5 12 (29.27%) Java
6 11 (26.83%) Apache Hive
7 10 (24.39%) Analytical Skills
7 10 (24.39%) Apache Spark
7 10 (24.39%) Oracle
7 10 (24.39%) Data Management
8 9 (21.95%) Data Analysis
9 8 (19.51%) Agile Software Development
9 8 (19.51%) Python
9 8 (19.51%) Migration
10 7 (17.07%) Microsoft
10 7 (17.07%) SQL Server
10 7 (17.07%) MapReduce
10 7 (17.07%) Cloudera
11 6 (14.63%) Data Quality
11 6 (14.63%) HBase
11 6 (14.63%) Apache Cassandra
11 6 (14.63%) NoSQL
11 6 (14.63%) Logical Data Model
11 6 (14.63%) Data Integration
11 6 (14.63%) PL/SQL
11 6 (14.63%) CRM
11 6 (14.63%) Business Intelligence
11 6 (14.63%) Star Schema
12 5 (12.20%) SAP

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 10 (24.39%) Apache Spark
2 5 (12.20%) Apache Pig
3 2 (4.88%) Oracle SOA Suite
4 1 (2.44%) SharePoint
4 1 (2.44%) SharePoint 2010
Applications
1 1 (2.44%) MS Visio
Business Applications
1 5 (12.20%) Oracle Applications
2 4 (9.76%) Dynamics CRM
2 4 (9.76%) Dynamics NAV
Cloud Services
1 5 (12.20%) Office 365
2 2 (4.88%) Microsoft Azure
2 2 (4.88%) PaaS
Database & Business Intelligence
1 16 (39.02%) Big Data
2 14 (34.15%) Data Warehouse
2 14 (34.15%) Hadoop
3 11 (26.83%) Apache Hive
4 7 (17.07%) SQL Server
5 6 (14.63%) Apache Cassandra
5 6 (14.63%) HBase
5 6 (14.63%) NoSQL
5 6 (14.63%) Star Schema
6 5 (12.20%) DataStax
6 5 (12.20%) Impala
6 5 (12.20%) Power BI
6 5 (12.20%) SAP Data Services
6 5 (12.20%) SQL Server Integration Services
7 4 (9.76%) Data Lake
7 4 (9.76%) Enterprise Data Warehouse
8 3 (7.32%) Data Mart
8 3 (7.32%) Relational Database
8 3 (7.32%) SQL Server 2012
8 3 (7.32%) SQL Server 2016
Development Applications
1 4 (9.76%) ERwin
2 2 (4.88%) Talend Open Studio
2 2 (4.88%) Visual Studio
3 1 (2.44%) Bitbucket
3 1 (2.44%) Eclipse
3 1 (2.44%) Git (software)
3 1 (2.44%) Gradle
3 1 (2.44%) IntelliJ
3 1 (2.44%) Jenkins
3 1 (2.44%) JProfiler
3 1 (2.44%) JUnit
3 1 (2.44%) Maven
3 1 (2.44%) SonarQube
General
1 5 (12.20%) Finance
2 4 (9.76%) Retail
3 3 (7.32%) Banking
4 1 (2.44%) Marketing
Job Titles
1 15 (36.59%) Architect
2 12 (29.27%) Data Architect
2 12 (29.27%) Developer
3 7 (17.07%) Data Modeller
4 5 (12.20%) Hadoop Developer
4 5 (12.20%) Informatica Developer
4 5 (12.20%) PL/SQL Developer
4 5 (12.20%) SQL Developer
5 4 (9.76%) Analyst
5 4 (9.76%) Business Intelligence Analyst
5 4 (9.76%) Business Intelligence Architect
5 4 (9.76%) Data Analyst
5 4 (9.76%) ETL Analyst
5 4 (9.76%) ETL Architect
5 4 (9.76%) Microsoft BI Architect
5 4 (9.76%) SAP Developer
6 3 (7.32%) Big Data Architect
7 2 (4.88%) Big Data Developer
7 2 (4.88%) Consultant
7 2 (4.88%) Integration Architect
Libraries, Frameworks & Software Standards
1 3 (7.32%) JPA
2 2 (4.88%) Drools
3 1 (2.44%) .NET
3 1 (2.44%) AngularJS
3 1 (2.44%) Backbone.js
3 1 (2.44%) Hibernate
3 1 (2.44%) Java EE
3 1 (2.44%) Kafka
3 1 (2.44%) React
3 1 (2.44%) REST
3 1 (2.44%) RESTful
3 1 (2.44%) SOAP
3 1 (2.44%) Spring
3 1 (2.44%) Spring Boot
Miscellaneous
1 10 (24.39%) Analytical Skills
2 2 (4.88%) Computer Science
3 1 (2.44%) Data Structures
3 1 (2.44%) Enterprise Software
Operating Systems
1 1 (2.44%) Windows
1 1 (2.44%) Windows Server
Processes & Methodologies
1 19 (46.34%) ETL
2 10 (24.39%) Data Management
3 9 (21.95%) Data Analysis
4 8 (19.51%) Agile Software Development
4 8 (19.51%) Migration
5 7 (17.07%) MapReduce
6 6 (14.63%) Business Intelligence
6 6 (14.63%) CRM
6 6 (14.63%) Data Integration
6 6 (14.63%) Logical Data Model
7 5 (12.20%) Data Architecture
7 5 (12.20%) Dimensional Modelling
7 5 (12.20%) ITIL
7 5 (12.20%) Presales
7 5 (12.20%) Test Scripting
8 4 (9.76%) ERP
8 4 (9.76%) Metadata Management
8 4 (9.76%) Physical Data Model
9 3 (7.32%) OO
9 3 (7.32%) Scrum
Programming Languages
1 13 (31.71%) SQL
2 12 (29.27%) Java
3 8 (19.51%) Python
4 6 (14.63%) PL/SQL
5 5 (12.20%) Ruby
6 3 (7.32%) C++
6 3 (7.32%) R
6 3 (7.32%) Scala
7 1 (2.44%) JavaScript
Qualifications
1 3 (7.32%) Degree
1 3 (7.32%) DV Cleared
1 3 (7.32%) SC Cleared
1 3 (7.32%) Security Cleared
2 1 (2.44%) MCITP
2 1 (2.44%) MCTS
2 1 (2.44%) Microsoft Certification
Quality Assurance & Compliance
1 6 (14.63%) Data Quality
2 5 (12.20%) QA
3 3 (7.32%) SLA
System Software
1 5 (12.20%) HDFS
2 1 (2.44%) Active Directory
Systems Management
1 5 (12.20%) Hadoop YARN
2 3 (7.32%) Oozie
3 2 (4.88%) SCOM
4 1 (2.44%) Control-M
Vendors
1 10 (24.39%) Oracle
2 7 (17.07%) Cloudera
2 7 (17.07%) Microsoft
3 5 (12.20%) Informatica
3 5 (12.20%) SAP
4 3 (7.32%) MicroStrategy
5 2 (4.88%) Talend
6 1 (2.44%) IBM
6 1 (2.44%) Netezza
6 1 (2.44%) Remedy
6 1 (2.44%) ServiceNow
6 1 (2.44%) TIBCO