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 19 January 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
19 Jan 2017
Same period 2016 Same period 2015
Data Modelling
Buckinghamshire / Milton Keynes
Rank 45 45 54
Rank change year-on-year
0 +9
Contract jobs citing Data Modelling 15 24 13
As % of all contract IT jobs located in Milton Keynes 2.45% 3.33% 1.62%
As % of the Processes & Methodologies category 2.87% 4.03% 1.99%
Number of daily rates quoted 6 13 12
Median daily rate £438 £390 £394
Median daily rate % change year-on-year
+12.17% -0.95%
90% offered a daily rate of more than £350 £296 £282
10% offered a daily rate of more than £500 £420 £450
UK excluding London median daily rate £450 £430 £440
% change year-on-year
+4.65% -2.27%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £55.00 £43.75 £70.00
% change year-on-year
+25.71% -37.50%

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
522 596 653
As % of all contract IT jobs located in Milton Keynes 85.15% 82.66% 81.42%
Number of daily rates quoted 301 290 379
Median daily rate £400 £390 £363
Median daily rate % change year-on-year
+2.56% +7.58%
90% offered a daily rate of more than £290 £275 £260
10% offered a daily rate of more than £550 £530 £500
UK excluding London median daily rate £405 £400 £390
% change year-on-year
+1.25% +2.56%
Number of hourly rates quoted 17 18 19
Median hourly rate £37.50 £12.50 £15.00
Median hourly rate % change year-on-year
+200.00% -16.66%
90% offered a hourly rate of more than £10.62 £10.00 £11.50
10% offered a hourly rate of more than £50.00 £16.14 £18.50
UK excluding London median hourly rate £35.00 £40.00 £26.00
% change year-on-year
-12.50% +53.84%

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
Daily Rate Histogram in Milton Keynes

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Modelling across the Milton Keynes region over the 3 months to 19 January 2017.

Data Modelling Daily Rate Histogram in Milton Keynes

Data Modelling
Top 30 Related IT Skills in Milton Keynes

For the 6 months to 19 January 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 27 (52.94%) ETL
2 26 (50.98%) Data Warehouse
3 22 (43.14%) SQL
4 18 (35.29%) Analytical Skills
5 17 (33.33%) Oracle
6 16 (31.37%) Big Data
7 15 (29.41%) Hadoop
8 14 (27.45%) Data Analysis
9 13 (25.49%) Data Management
9 13 (25.49%) Java
10 12 (23.53%) PL/SQL
10 12 (23.53%) SAP
10 12 (23.53%) Business Intelligence
11 11 (21.57%) Informatica
11 11 (21.57%) Apache Hive
11 11 (21.57%) SAP Data Services
12 10 (19.61%) Apache Spark
12 10 (19.61%) Migration
12 10 (19.61%) Data Integration
13 9 (17.65%) Agile Software Development
13 9 (17.65%) Microsoft
13 9 (17.65%) Data Quality
14 8 (15.69%) MapReduce
14 8 (15.69%) Cloudera
14 8 (15.69%) Power BI
14 8 (15.69%) Star Schema
14 8 (15.69%) Python
14 8 (15.69%) CRM
14 8 (15.69%) SQL Server
14 8 (15.69%) Finance

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 (19.61%) Apache Spark
2 5 (9.80%) Apache Pig
3 2 (3.92%) SharePoint
3 2 (3.92%) SharePoint 2010
4 1 (1.96%) Oracle SOA Suite
Applications
1 1 (1.96%) MS Visio
Business Applications
1 7 (13.73%) Oracle Applications
2 6 (11.76%) Dynamics CRM
2 6 (11.76%) Dynamics NAV
Cloud Services
1 5 (9.80%) Office 365
2 2 (3.92%) Microsoft Azure
2 2 (3.92%) PaaS
Database & Business Intelligence
1 26 (50.98%) Data Warehouse
2 16 (31.37%) Big Data
3 15 (29.41%) Hadoop
4 11 (21.57%) Apache Hive
4 11 (21.57%) SAP Data Services
5 8 (15.69%) Power BI
5 8 (15.69%) SQL Server
5 8 (15.69%) Star Schema
6 7 (13.73%) Apache Cassandra
6 7 (13.73%) HBase
6 7 (13.73%) NoSQL
7 6 (11.76%) Enterprise Data Warehouse
8 5 (9.80%) DataStax
8 5 (9.80%) Impala
8 5 (9.80%) SQL Server Integration Services
9 4 (7.84%) BusinessObjects
9 4 (7.84%) Data Lake
9 4 (7.84%) Data Mart
10 3 (5.88%) Relational Database
10 3 (5.88%) SQL Server 2016
Development Applications
1 6 (11.76%) ERwin
2 2 (3.92%) Talend Open Studio
2 2 (3.92%) Visual Studio
3 1 (1.96%) Bitbucket
3 1 (1.96%) Eclipse
3 1 (1.96%) Git (software)
3 1 (1.96%) Gradle
3 1 (1.96%) IntelliJ
3 1 (1.96%) Jenkins
3 1 (1.96%) JProfiler
3 1 (1.96%) JUnit
3 1 (1.96%) Maven
3 1 (1.96%) SonarQube
General
1 8 (15.69%) Finance
2 6 (11.76%) Banking
3 5 (9.80%) Retail
4 1 (1.96%) Marketing
Job Titles
1 19 (37.25%) Architect
2 18 (35.29%) Data Architect
3 16 (31.37%) Developer
4 8 (15.69%) Data Modeller
5 7 (13.73%) Informatica Developer
5 7 (13.73%) PL/SQL Developer
5 7 (13.73%) SAP Developer
5 7 (13.73%) SQL Developer
6 6 (11.76%) Analyst
6 6 (11.76%) Business Intelligence Architect
6 6 (11.76%) Data Analyst
6 6 (11.76%) ETL Analyst
6 6 (11.76%) ETL Architect
7 5 (9.80%) Business Intelligence Analyst
7 5 (9.80%) Microsoft BI Architect
8 4 (7.84%) Data Integration Architect
8 4 (7.84%) Hadoop Developer
8 4 (7.84%) Integration Architect
9 3 (5.88%) Big Data Architect
10 2 (3.92%) CRM Architect
Libraries, Frameworks & Software Standards
1 3 (5.88%) REST
1 3 (5.88%) SOAP
2 1 (1.96%) .NET
2 1 (1.96%) AngularJS
2 1 (1.96%) Backbone.js
2 1 (1.96%) Hibernate
2 1 (1.96%) Java EE
2 1 (1.96%) JPA
2 1 (1.96%) Kafka
2 1 (1.96%) React
2 1 (1.96%) RESTful
2 1 (1.96%) Spring
2 1 (1.96%) Spring Boot
Miscellaneous
1 18 (35.29%) Analytical Skills
2 10 (19.61%) Data Integration
3 1 (1.96%) Data Structures
3 1 (1.96%) Enterprise Software
Operating Systems
1 1 (1.96%) Linux
1 1 (1.96%) Unix
1 1 (1.96%) Windows
1 1 (1.96%) Windows Server
Processes & Methodologies
1 27 (52.94%) ETL
2 14 (27.45%) Data Analysis
3 13 (25.49%) Data Management
4 12 (23.53%) Business Intelligence
5 10 (19.61%) Migration
6 9 (17.65%) Agile Software Development
7 8 (15.69%) CRM
7 8 (15.69%) MapReduce
8 7 (13.73%) Data Architecture
8 7 (13.73%) Dimensional Modelling
8 7 (13.73%) Logical Data Model
8 7 (13.73%) Metadata Management
8 7 (13.73%) Physical Data Model
8 7 (13.73%) Test Scripting
9 6 (11.76%) ERP
10 5 (9.80%) ITIL
10 5 (9.80%) Presales
11 4 (7.84%) ETL Development
11 4 (7.84%) Scrum
12 3 (5.88%) Knowledge Management
Programming Languages
1 22 (43.14%) SQL
2 13 (25.49%) Java
3 12 (23.53%) PL/SQL
4 8 (15.69%) Python
5 5 (9.80%) Ruby
6 3 (5.88%) C++
6 3 (5.88%) R
6 3 (5.88%) Scala
7 1 (1.96%) JavaScript
Qualifications
1 3 (5.88%) Degree
1 3 (5.88%) DV Cleared
1 3 (5.88%) SC Cleared
1 3 (5.88%) Security Cleared
2 1 (1.96%) MCITP
2 1 (1.96%) MCTS
2 1 (1.96%) Microsoft Certification
Quality Assurance & Compliance
1 9 (17.65%) Data Quality
2 7 (13.73%) QA
3 3 (5.88%) SLA
System Software
1 5 (9.80%) HDFS
2 1 (1.96%) Active Directory
Systems Management
1 5 (9.80%) Hadoop YARN
2 2 (3.92%) Oozie
2 2 (3.92%) SCOM
3 1 (1.96%) Control-M
Vendors
1 17 (33.33%) Oracle
2 12 (23.53%) SAP
3 11 (21.57%) Informatica
4 9 (17.65%) Microsoft
5 8 (15.69%) Cloudera
6 2 (3.92%) IBM
6 2 (3.92%) MicroStrategy
6 2 (3.92%) Talend
6 2 (3.92%) TIBCO
7 1 (1.96%) Netezza
7 1 (1.96%) Remedy
7 1 (1.96%) ServiceNow