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 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
22 Feb 2017
Same period 2016 Same period 2015
Data Modelling
South East / Buckinghamshire
Rank 62 52 61
Rank change year-on-year
-10 +9
Contract jobs citing Data Modelling 15 26 26
As % of all contract IT jobs located in Buckinghamshire 1.63% 2.62% 2.20%
As % of the Processes & Methodologies category 2.01% 3.18% 2.75%
Number of daily rates quoted 4 15 14
Median daily rate £453 £390 £394
Median daily rate % change year-on-year
+16.02% -0.95%
90% offered a daily rate of more than £391 £295 £365
10% offered a daily rate of more than £487 £520 £468
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 £51.00
% change year-on-year
-8.75% -8.66%

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
747 818 944
As % of all contract IT jobs located in Buckinghamshire 81.28% 82.38% 79.73%
Number of daily rates quoted 387 432 489
Median daily rate £400 £400 £375
Median daily rate % change year-on-year
- +6.66%
90% offered a daily rate of more than £296 £285 £280
10% offered a daily rate of more than £525 £530 £500
UK excluding London median daily rate £410 £400 £400
% change year-on-year
+2.50% -
Number of hourly rates quoted 27 21 23
Median hourly rate £23.75 £15.57 £15.75
Median hourly rate % change year-on-year
+52.53% -1.14%
90% offered a hourly rate of more than £10.80 £12.00 £9.50
10% offered a hourly rate of more than £43.75 £60.00 £40.50
UK excluding London median hourly rate £35.00 £40.00 £27.50
% change year-on-year
-12.50% +45.45%

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 February 2017.

Data Modelling Daily Rate Histogram 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 February 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 -2 11 £453 +39.23% 1
Data Modelling
South East

Data Modelling
Top 30 Related IT Skills in Buckinghamshire

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

1 29 (47.54%) Hadoop
1 29 (47.54%) Big Data
2 23 (37.70%) Data Warehouse
3 20 (32.79%) Agile Software Development
3 20 (32.79%) ETL
4 19 (31.15%) SQL
5 18 (29.51%) Java
6 15 (24.59%) Data Architecture
7 14 (22.95%) Apache Hive
7 14 (22.95%) Finance
8 13 (21.31%) Banking
8 13 (21.31%) Oracle
8 13 (21.31%) Apache Spark
9 12 (19.67%) HBase
10 11 (18.03%) NoSQL
10 11 (18.03%) Dimensional Modelling
11 10 (16.39%) MapReduce
11 10 (16.39%) Cloudera
11 10 (16.39%) Kafka
11 10 (16.39%) Analytical Skills
11 10 (16.39%) Data Management
11 10 (16.39%) Netezza
11 10 (16.39%) Data Lake
12 9 (14.75%) Data Analysis
12 9 (14.75%) Scrum
12 9 (14.75%) SQL Server
12 9 (14.75%) Python
12 9 (14.75%) Business Intelligence
13 8 (13.11%) Migration
13 8 (13.11%) Logical Data Model

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 13 (21.31%) Apache Spark
2 6 (9.84%) Apache Pig
3 2 (3.28%) Oracle SOA Suite
4 1 (1.64%) Apache Solr
4 1 (1.64%) Confluence
4 1 (1.64%) Elasticsearch
4 1 (1.64%) OpenStack
4 1 (1.64%) SharePoint
4 1 (1.64%) SharePoint 2010
Applications
1 1 (1.64%) MS Visio
Business Applications
1 5 (8.20%) Oracle Applications
2 4 (6.56%) Dynamics CRM
2 4 (6.56%) Dynamics NAV
3 2 (3.28%) Cognos Business Intelligence
Cloud Services
1 5 (8.20%) Office 365
2 4 (6.56%) PaaS
3 2 (3.28%) Microsoft Azure
4 1 (1.64%) Amazon AWS
4 1 (1.64%) OpenShift
4 1 (1.64%) SaaS
Communications & Networking
1 1 (1.64%) Internet
1 1 (1.64%) Intranet
1 1 (1.64%) LDAP
Database & Business Intelligence
1 29 (47.54%) Big Data
1 29 (47.54%) Hadoop
2 23 (37.70%) Data Warehouse
3 14 (22.95%) Apache Hive
4 12 (19.67%) HBase
5 11 (18.03%) NoSQL
6 10 (16.39%) Data Lake
7 9 (14.75%) SQL Server
8 8 (13.11%) Apache Cassandra
9 7 (11.48%) Impala
10 6 (9.84%) Star Schema
11 5 (8.20%) DataStax
11 5 (8.20%) MongoDB
11 5 (8.20%) Power BI
11 5 (8.20%) SAP Data Services
11 5 (8.20%) SQL Server Integration Services
12 4 (6.56%) Data Mart
12 4 (6.56%) DB2
12 4 (6.56%) Enterprise Data Warehouse
13 3 (4.92%) MySQL
Development Applications
1 4 (6.56%) ERwin
2 3 (4.92%) Jenkins
2 3 (4.92%) Talend Open Studio
3 2 (3.28%) Git (software)
3 2 (3.28%) JIRA
3 2 (3.28%) Visual Studio
4 1 (1.64%) Bitbucket
4 1 (1.64%) Eclipse
4 1 (1.64%) GitLab
4 1 (1.64%) Gradle
4 1 (1.64%) IntelliJ
4 1 (1.64%) JProfiler
4 1 (1.64%) JUnit
4 1 (1.64%) Maven
4 1 (1.64%) SonarQube
General
1 14 (22.95%) Finance
2 13 (21.31%) Banking
3 4 (6.56%) Retail
4 1 (1.64%) Marketing
4 1 (1.64%) Spanish Language
Job Titles
1 25 (40.98%) Architect
2 21 (34.43%) Data Architect
3 19 (31.15%) Developer
4 12 (19.67%) Big Data Architect
5 7 (11.48%) Analyst
5 7 (11.48%) Data Modeller
5 7 (11.48%) Hadoop Developer
6 6 (9.84%) Business Intelligence Analyst
7 5 (8.20%) Informatica Developer
7 5 (8.20%) PL/SQL Developer
7 5 (8.20%) SQL Developer
8 4 (6.56%) Business Intelligence Architect
8 4 (6.56%) Data Analyst
8 4 (6.56%) ETL Analyst
8 4 (6.56%) ETL Architect
8 4 (6.56%) Microsoft BI Architect
8 4 (6.56%) SAP Developer
9 3 (4.92%) ETL Developer
9 3 (4.92%) Scrum Master
9 3 (4.92%) Technical Leader
Libraries, Frameworks & Software Standards
1 10 (16.39%) Kafka
2 3 (4.92%) JPA
3 2 (3.28%) AngularJS
3 2 (3.28%) Drools
3 2 (3.28%) Java EE
3 2 (3.28%) React
3 2 (3.28%) REST
3 2 (3.28%) SOAP
3 2 (3.28%) Spring
3 2 (3.28%) Spring Boot
4 1 (1.64%) .NET
4 1 (1.64%) CSS
4 1 (1.64%) CSS3
4 1 (1.64%) Hibernate
4 1 (1.64%) HTML
4 1 (1.64%) JSP
4 1 (1.64%) Middleware
4 1 (1.64%) Spark Streaming
4 1 (1.64%) Twitter Bootstrap
4 1 (1.64%) Web Services
Miscellaneous
1 10 (16.39%) Analytical Skills
2 2 (3.28%) Computer Science
3 1 (1.64%) Data Structures
3 1 (1.64%) Enterprise Software
3 1 (1.64%) IBM Mainframe
3 1 (1.64%) Mainframe
3 1 (1.64%) Mobile Banking
3 1 (1.64%) Online Banking
3 1 (1.64%) User Experience
Operating Systems
1 1 (1.64%) Linux
1 1 (1.64%) Windows
1 1 (1.64%) Windows Server
Processes & Methodologies
1 20 (32.79%) Agile Software Development
1 20 (32.79%) ETL
2 15 (24.59%) Data Architecture
3 11 (18.03%) Dimensional Modelling
4 10 (16.39%) Data Management
4 10 (16.39%) MapReduce
5 9 (14.75%) Business Intelligence
5 9 (14.75%) Data Analysis
5 9 (14.75%) Scrum
6 8 (13.11%) Logical Data Model
6 8 (13.11%) Migration
7 7 (11.48%) Data Integration
8 6 (9.84%) CRM
8 6 (9.84%) Physical Data Model
9 5 (8.20%) Continuous Integration
9 5 (8.20%) ITIL
9 5 (8.20%) Presales
9 5 (8.20%) Test Scripting
10 4 (6.56%) ETL Development
10 4 (6.56%) Use Case
Programming Languages
1 19 (31.15%) SQL
2 18 (29.51%) Java
3 9 (14.75%) Python
4 7 (11.48%) PL/SQL
5 5 (8.20%) Ruby
5 5 (8.20%) Scala
6 3 (4.92%) C++
6 3 (4.92%) JavaScript
6 3 (4.92%) R
7 1 (1.64%) ABAP
7 1 (1.64%) COBOL
7 1 (1.64%) JCL
7 1 (1.64%) Perl
7 1 (1.64%) Shell Script
Qualifications
1 3 (4.92%) Degree
1 3 (4.92%) DV Cleared
1 3 (4.92%) SC Cleared
1 3 (4.92%) Security Cleared
2 1 (1.64%) MCITP
2 1 (1.64%) MCTS
2 1 (1.64%) Microsoft Certification
Quality Assurance & Compliance
1 6 (9.84%) Data Quality
2 5 (8.20%) QA
3 3 (4.92%) SLA
System Software
1 6 (9.84%) HDFS
2 1 (1.64%) Active Directory
2 1 (1.64%) Apache Flume
Systems Management
1 6 (9.84%) Hadoop YARN
2 4 (6.56%) Oozie
3 2 (3.28%) SCOM
4 1 (1.64%) Control-M
Vendors
1 13 (21.31%) Oracle
2 10 (16.39%) Cloudera
2 10 (16.39%) Netezza
3 7 (11.48%) Microsoft
4 6 (9.84%) SAP
5 5 (8.20%) Informatica
6 3 (4.92%) MicroStrategy
6 3 (4.92%) Talend
7 2 (3.28%) Cognos
7 2 (3.28%) IBM
8 1 (1.64%) Red Hat
8 1 (1.64%) Remedy
8 1 (1.64%) ServiceNow
8 1 (1.64%) TIBCO