The table below looks at the statistics for Data Modelling skills in IT contracts advertised for the Buckinghamshire region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Modelling over the 3 months to 22 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
22 Jan 2017
Same period 2016 Same period 2015
Data Modelling
South East / Buckinghamshire
Rank 47 46 72
Rank change year-on-year
-1 +26
Contract jobs citing Data Modelling 24 29 13
As % of all contract IT jobs located in Buckinghamshire 2.88% 3.00% 1.13%
As % of the Processes & Methodologies category 3.51% 3.72% 1.39%
Number of daily rates quoted 6 18 11
Median daily rate £438 £390 £400
Median daily rate % change year-on-year
+12.17% -2.50%
90% offered a daily rate of more than £350 £295 £275
10% offered a daily rate of more than £500 £429 £450
UK excluding London median daily rate £450 £425 £425
% change year-on-year
+5.88% -
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £48.75 £43.75 £70.00
% change year-on-year
+11.42% -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 Buckinghamshire region.

Processes & Methodologies Category
Buckinghamshire
Contract IT job ads with a match in the
Processes & Methodologies category
684 780 932
As % of all contract IT jobs located in Buckinghamshire 82.21% 80.58% 80.83%
Number of daily rates quoted 355 393 494
Median daily rate £400 £380 £375
Median daily rate % change year-on-year
+5.26% +1.33%
90% offered a daily rate of more than £275 £270 £260
10% offered a daily rate of more than £550 £525 £497
UK excluding London median daily rate £405 £400 £393
% change year-on-year
+1.25% +1.91%
Number of hourly rates quoted 30 22 39
Median hourly rate £38.50 £14.20 £15.00
Median hourly rate % change year-on-year
+171.12% -5.33%
90% offered a hourly rate of more than £10.80 £10.19 £8.26
10% offered a hourly rate of more than £55.00 £29.00 £38.50
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 Buckinghamshire

The demand trend of contract jobs across the Buckinghamshire 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 Buckinghamshire

Data Modelling
Daily Rate Trend in Buckinghamshire

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

Data Modelling Daily Rate Trend in Buckinghamshire

Data Modelling
Daily Rate Histogram in Buckinghamshire

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Modelling across the Buckinghamshire region over the 3 months to 22 January 2017.

Data Modelling Daily Rate Histogram in Buckinghamshire

Data Modelling
Hourly Rate Trend in Buckinghamshire

This chart provides the 3-month moving average for hourly rates quoted in IT contractor jobs citing Data Modelling across the Buckinghamshire region.

Data Modelling Hourly Rate Trend in Buckinghamshire

Data Modelling
Contract Job Locations in Buckinghamshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Modelling within the Buckinghamshire region over the 3 months to 22 January 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Milton Keynes -1 15 £438 +12.17% 3
Data Modelling
South East

Data Modelling
Top 30 Related IT Skills in Buckinghamshire

For the 6 months to 22 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 Buckinghamshire region with a requirement for Data Modelling.

1 36 (51.43%) Data Warehouse
2 27 (38.57%) ETL
2 27 (38.57%) Hadoop
2 27 (38.57%) Big Data
3 25 (35.71%) SQL
4 21 (30.00%) Oracle
5 17 (24.29%) Agile Software Development
5 17 (24.29%) Analytical Skills
6 16 (22.86%) Data Architecture
6 16 (22.86%) Finance
6 16 (22.86%) Business Intelligence
7 15 (21.43%) Java
8 14 (20.00%) PL/SQL
8 14 (20.00%) SAP
8 14 (20.00%) Banking
9 13 (18.57%) Data Management
9 13 (18.57%) Data Analysis
9 13 (18.57%) Data Integration
9 13 (18.57%) Dimensional Modelling
10 12 (17.14%) Apache Hive
10 12 (17.14%) SAP Data Services
10 12 (17.14%) Informatica
11 11 (15.71%) NoSQL
11 11 (15.71%) HBase
12 10 (14.29%) Kafka
12 10 (14.29%) Apache Spark
12 10 (14.29%) Logical Data Model
12 10 (14.29%) Physical Data Model
12 10 (14.29%) Netezza
12 10 (14.29%) Migration

Data Modelling
Top Related IT Skills in Buckinghamshire 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 (14.29%) Apache Spark
2 5 (7.14%) Apache Pig
3 2 (2.86%) SharePoint
3 2 (2.86%) SharePoint 2010
4 1 (1.43%) Apache Solr
4 1 (1.43%) Elasticsearch
4 1 (1.43%) Oracle SOA Suite
Applications
1 1 (1.43%) MS Visio
Business Applications
1 7 (10.00%) Oracle Applications
2 6 (8.57%) Dynamics CRM
2 6 (8.57%) Dynamics NAV
3 3 (4.29%) Cognos Business Intelligence
Cloud Services
1 5 (7.14%) Office 365
2 4 (5.71%) PaaS
3 2 (2.86%) Microsoft Azure
4 1 (1.43%) Amazon AWS
4 1 (1.43%) SaaS
Database & Business Intelligence
1 36 (51.43%) Data Warehouse
2 27 (38.57%) Big Data
2 27 (38.57%) Hadoop
3 12 (17.14%) Apache Hive
3 12 (17.14%) SAP Data Services
4 11 (15.71%) HBase
4 11 (15.71%) NoSQL
5 9 (12.86%) Data Lake
5 9 (12.86%) SQL Server
6 8 (11.43%) Power BI
6 8 (11.43%) Star Schema
7 7 (10.00%) Apache Cassandra
7 7 (10.00%) BusinessObjects
8 6 (8.57%) Enterprise Data Warehouse
9 5 (7.14%) Data Mart
9 5 (7.14%) DataStax
9 5 (7.14%) Impala
9 5 (7.14%) SQL Server Integration Services
10 4 (5.71%) DB2
11 3 (4.29%) SQL Server Reporting Services
Development Applications
1 6 (8.57%) ERwin
2 3 (4.29%) Talend Open Studio
3 2 (2.86%) Visual Studio
4 1 (1.43%) Bitbucket
4 1 (1.43%) Eclipse
4 1 (1.43%) Git (software)
4 1 (1.43%) Gradle
4 1 (1.43%) IntelliJ
4 1 (1.43%) Jenkins
4 1 (1.43%) JProfiler
4 1 (1.43%) JUnit
4 1 (1.43%) Maven
4 1 (1.43%) SonarQube
General
1 16 (22.86%) Finance
2 14 (20.00%) Banking
3 5 (7.14%) Retail
4 1 (1.43%) Marketing
4 1 (1.43%) Spanish Language
Job Titles
1 30 (42.86%) Architect
2 28 (40.00%) Data Architect
3 21 (30.00%) Developer
4 12 (17.14%) Big Data Architect
5 10 (14.29%) Analyst
6 8 (11.43%) Business Intelligence Analyst
6 8 (11.43%) Data Modeller
7 7 (10.00%) Informatica Developer
7 7 (10.00%) PL/SQL Developer
7 7 (10.00%) SAP Developer
7 7 (10.00%) SQL Developer
8 6 (8.57%) Business Intelligence Architect
8 6 (8.57%) Data Analyst
8 6 (8.57%) ETL Analyst
8 6 (8.57%) ETL Architect
9 5 (7.14%) Hadoop Developer
9 5 (7.14%) Microsoft BI Architect
10 4 (5.71%) Consultant
10 4 (5.71%) Data Integration Architect
10 4 (5.71%) Integration Architect
Libraries, Frameworks & Software Standards
1 10 (14.29%) Kafka
2 3 (4.29%) REST
2 3 (4.29%) SOAP
3 1 (1.43%) .NET
3 1 (1.43%) AngularJS
3 1 (1.43%) Backbone.js
3 1 (1.43%) Hibernate
3 1 (1.43%) Java EE
3 1 (1.43%) JPA
3 1 (1.43%) React
3 1 (1.43%) RESTful
3 1 (1.43%) Spring
3 1 (1.43%) Spring Boot
Miscellaneous
1 17 (24.29%) Analytical Skills
2 13 (18.57%) Data Integration
3 1 (1.43%) Data Extraction
3 1 (1.43%) Data Structures
3 1 (1.43%) Enterprise Software
3 1 (1.43%) IBM Mainframe
3 1 (1.43%) Mainframe
3 1 (1.43%) Visualisation
Operating Systems
1 1 (1.43%) Unix
1 1 (1.43%) Windows
1 1 (1.43%) Windows Server
Processes & Methodologies
1 27 (38.57%) ETL
2 17 (24.29%) Agile Software Development
3 16 (22.86%) Business Intelligence
3 16 (22.86%) Data Architecture
4 13 (18.57%) Data Analysis
4 13 (18.57%) Data Management
4 13 (18.57%) Dimensional Modelling
5 10 (14.29%) Logical Data Model
5 10 (14.29%) Migration
5 10 (14.29%) Physical Data Model
6 8 (11.43%) CRM
6 8 (11.43%) MapReduce
7 7 (10.00%) Metadata Management
7 7 (10.00%) Test Scripting
8 6 (8.57%) ERP
8 6 (8.57%) Scrum
9 5 (7.14%) Business Analysis
9 5 (7.14%) ITIL
9 5 (7.14%) Presales
9 5 (7.14%) Translating Business Requirements
Programming Languages
1 25 (35.71%) SQL
2 15 (21.43%) Java
3 14 (20.00%) PL/SQL
4 8 (11.43%) Python
5 5 (7.14%) Ruby
6 3 (4.29%) C++
6 3 (4.29%) R
6 3 (4.29%) Scala
7 1 (1.43%) ABAP
7 1 (1.43%) COBOL
7 1 (1.43%) JavaScript
7 1 (1.43%) JCL
Qualifications
1 3 (4.29%) Degree
1 3 (4.29%) DV Cleared
1 3 (4.29%) SC Cleared
1 3 (4.29%) Security Cleared
2 1 (1.43%) MCITP
2 1 (1.43%) MCTS
2 1 (1.43%) Microsoft Certification
Quality Assurance & Compliance
1 8 (11.43%) Data Quality
2 7 (10.00%) QA
3 3 (4.29%) SLA
System Software
1 5 (7.14%) HDFS
2 1 (1.43%) Active Directory
Systems Management
1 5 (7.14%) Hadoop YARN
2 2 (2.86%) Oozie
2 2 (2.86%) SCOM
3 1 (1.43%) Control-M
Vendors
1 21 (30.00%) Oracle
2 14 (20.00%) SAP
3 12 (17.14%) Informatica
4 10 (14.29%) Netezza
5 9 (12.86%) Microsoft
6 8 (11.43%) Cloudera
7 3 (4.29%) Cognos
7 3 (4.29%) IBM
7 3 (4.29%) Talend
8 2 (2.86%) MicroStrategy
8 2 (2.86%) TIBCO
9 1 (1.43%) Remedy
9 1 (1.43%) ServiceNow