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 30 July 2016 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
30 Jul 2016
Same period 2015 Same period 2014
Data Modelling
Rank 42 47 56
Rank change year-on-year
+5 +9
Contract jobs citing Data Modelling 21 29 16
As % of all contract IT jobs located in Milton Keynes 3.12% 3.36% 1.76%
As % of the Processes & Methodologies category 3.87% 4.18% 2.23%
Number of daily rates quoted 12 16 13
Median daily rate £400 £375 £400
Median daily rate % change year-on-year
+6.66% -6.25%
90% offered a daily rate of more than £310 £350 £317
10% offered a daily rate of more than £545 £440 £450
UK excluding London median daily rate £420 £425 £413
% change year-on-year
-1.17% +3.03%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £45.00 £42.00 £22.69
% change year-on-year
+7.14% +85.08%
Data Modelling
Buckinghamshire

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
543 693 716
As % of all contract IT jobs located in Milton Keynes 80.68% 80.30% 78.85%
Number of daily rates quoted 309 432 443
Median daily rate £420 £400 £375
Median daily rate % change year-on-year
+5.00% +6.66%
90% offered a daily rate of more than £250 £270 £258
10% offered a daily rate of more than £525 £525 £495
UK excluding London median daily rate £400 £388 £375
% change year-on-year
+3.22% +3.33%
Number of hourly rates quoted 16 7 19
Median hourly rate £11.12 £22.50 £12.00
Median hourly rate % change year-on-year
-50.58% +87.50%
90% offered a hourly rate of more than £9.00 £16.91 £11.00
10% offered a hourly rate of more than £15.23 £22.50 £15.00
UK excluding London median hourly rate £30.00 £30.50 £26.50
% change year-on-year
-1.63% +15.09%

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 30 July 2016.

Data Modelling Daily Rate Histogram in Milton Keynes

Data Modelling
Top 30 Related IT Skills in Milton Keynes

For the 6 months to 30 July 2016, 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 16 (51.61%) Data Warehouse
2 15 (48.39%) SQL
3 14 (45.16%) Hadoop
4 13 (41.94%) Analytical Skills
5 12 (38.71%) ETL
6 11 (35.48%) Microsoft
7 10 (32.26%) Data Analysis
8 9 (29.03%) Retail
9 8 (25.81%) Informatica
9 8 (25.81%) Business Intelligence
10 7 (22.58%) Java
10 7 (22.58%) Oracle
10 7 (22.58%) Data Quality
10 7 (22.58%) Campaign Management
10 7 (22.58%) Microsoft Azure
11 6 (19.35%) Scala
11 6 (19.35%) Apache Cassandra
11 6 (19.35%) NoSQL
11 6 (19.35%) Apache Hive
11 6 (19.35%) MapReduce
11 6 (19.35%) Agile Software Development
11 6 (19.35%) TDD
11 6 (19.35%) Use Case
11 6 (19.35%) Relational Database
11 6 (19.35%) Impala
11 6 (19.35%) HBase
11 6 (19.35%) Big Data
11 6 (19.35%) Cloudera
11 6 (19.35%) Apache Spark
11 6 (19.35%) Analytics

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 (19.35%) Apache Spark
2 3 (9.68%) SAS
3 2 (6.45%) CMS
3 2 (6.45%) Sitecore CMS
3 2 (6.45%) Umbraco
4 1 (3.23%) ArcGIS
Applications
1 2 (6.45%) SPSS
2 1 (3.23%) MS Excel
Business Applications
1 3 (9.68%) Oracle Applications
Cloud Services
1 7 (22.58%) Microsoft Azure
Database & Business Intelligence
1 16 (51.61%) Data Warehouse
2 14 (45.16%) Hadoop
3 6 (19.35%) Apache Cassandra
3 6 (19.35%) Apache Hive
3 6 (19.35%) Big Data
3 6 (19.35%) Cloudera CDH
3 6 (19.35%) Data Lake
3 6 (19.35%) HBase
3 6 (19.35%) Impala
3 6 (19.35%) NoSQL
3 6 (19.35%) RDBMS
3 6 (19.35%) Relational Database
4 5 (16.13%) Enterprise Data Warehouse
5 4 (12.90%) BusinessObjects
6 3 (9.68%) Oracle Discoverer
6 3 (9.68%) Oracle OWB
6 3 (9.68%) SAP Data Services
6 3 (9.68%) SQL Server
6 3 (9.68%) Star Schema
7 2 (6.45%) Oracle BI EE
Development Applications
1 4 (12.90%) ERwin
2 2 (6.45%) Atlassian Bamboo
2 2 (6.45%) Git (software)
2 2 (6.45%) Jenkins
2 2 (6.45%) TeamCity
General
1 9 (29.03%) Retail
2 5 (16.13%) Marketing
3 1 (3.23%) Back Office
Job Titles
1 6 (19.35%) Big Data Engineer
1 6 (19.35%) Data Engineer
1 6 (19.35%) Data Modeller
1 6 (19.35%) Developer
1 6 (19.35%) Hadoop Engineer
2 5 (16.13%) Architect
2 5 (16.13%) Data Architect
3 4 (12.90%) Analyst
4 3 (9.68%) Business Architect
4 3 (9.68%) Business Intelligence Architect
4 3 (9.68%) Informatica Developer
4 3 (9.68%) PL/SQL Developer
4 3 (9.68%) SAP Developer
4 3 (9.68%) SQL Developer
5 2 (6.45%) Business Analyst
5 2 (6.45%) C# .NET Developer
5 2 (6.45%) Data Analyst
5 2 (6.45%) OBIEE Architect
5 2 (6.45%) Project Manager
5 2 (6.45%) Technical Leader
Libraries, Frameworks & Software Standards
1 3 (9.68%) XML
2 2 (6.45%) .NET
2 2 (6.45%) CSS
2 2 (6.45%) HTML
2 2 (6.45%) jQuery
2 2 (6.45%) LINQ
2 2 (6.45%) Web Services
Miscellaneous
1 13 (41.94%) Analytical Skills
2 2 (6.45%) Data Integration
3 1 (3.23%) Algorithms
3 1 (3.23%) Driving Licence
3 1 (3.23%) Mathematics
3 1 (3.23%) Performance Metrics
3 1 (3.23%) Statistics
3 1 (3.23%) Visualisation
Operating Systems
1 6 (19.35%) Linux
1 6 (19.35%) Unix
Processes & Methodologies
1 12 (38.71%) ETL
2 10 (32.26%) Data Analysis
3 8 (25.81%) Business Intelligence
4 7 (22.58%) Campaign Management
5 6 (19.35%) Agile Software Development
5 6 (19.35%) Analytics
5 6 (19.35%) Data Ingestion
5 6 (19.35%) ETL Development
5 6 (19.35%) Functional Programming
5 6 (19.35%) MapReduce
5 6 (19.35%) Scrum
5 6 (19.35%) SQL Optimisation
5 6 (19.35%) TDD
5 6 (19.35%) Use Case
6 3 (9.68%) Project Management
6 3 (9.68%) Test Scripting
7 2 (6.45%) Content Management
7 2 (6.45%) Data Management
7 2 (6.45%) Information Management
7 2 (6.45%) Master Data Management
Programming Languages
1 15 (48.39%) SQL
2 7 (22.58%) Java
3 6 (19.35%) Scala
4 4 (12.90%) PL/SQL
5 3 (9.68%) JavaScript
6 2 (6.45%) C#
7 1 (3.23%) C++
7 1 (3.23%) MATLAB
7 1 (3.23%) Python
7 1 (3.23%) R
7 1 (3.23%) T-SQL
7 1 (3.23%) VB
Qualifications
1 2 (6.45%) Degree
2 1 (3.23%) ISEB
Quality Assurance & Compliance
1 7 (22.58%) Data Quality
2 3 (9.68%) QA
Vendors
1 11 (35.48%) Microsoft
2 8 (25.81%) Informatica
3 7 (22.58%) Oracle
4 6 (19.35%) Cloudera
4 6 (19.35%) SAP
5 2 (6.45%) Ektron
5 2 (6.45%) EPiServer
5 2 (6.45%) IBM
5 2 (6.45%) Sitecore