The table below looks at the statistics for Data Modelling skills in IT contracts advertised for the Northampton region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Modelling over the 3 months to 10 December 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
10 Dec 2016
Same period 2015 Same period 2014
Data Modelling
Rank 31 21 28
Rank change year-on-year
-10 +7
Contract jobs citing Data Modelling 11 9 6
As % of all contract IT jobs located in Northampton 3.23% 4.23% 2.32%
As % of the Processes & Methodologies category 3.68% 5.23% 3.31%
Number of daily rates quoted 7 9 0
Median daily rate £300 £350 -
Median daily rate % change year-on-year
-14.28% -
UK excluding London median daily rate £450 £425 £428
% change year-on-year
+5.88% -0.58%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £55.00 £21.00 £74.50
% change year-on-year
+161.90% -71.81%
Data Modelling
Northamptonshire

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

Processes & Methodologies Category
Northampton
Contract IT job ads with a match in the
Processes & Methodologies category
299 172 181
As % of all contract IT jobs located in Northampton 87.68% 80.75% 69.88%
Number of daily rates quoted 213 122 108
Median daily rate £400 £425 £450
Median daily rate % change year-on-year
-5.88% -5.55%
90% offered a daily rate of more than £250 £300 £300
10% offered a daily rate of more than £550 £600 £550
UK excluding London median daily rate £413 £400 £385
% change year-on-year
+3.12% +3.89%
Number of hourly rates quoted 14 2 9
Median hourly rate £13.50 £12.75 £15.00
Median hourly rate % change year-on-year
+5.88% -15.00%
90% offered a hourly rate of more than £11.00 £9.75 £12.25
10% offered a hourly rate of more than £30.50 £15.75 £16.75
UK excluding London median hourly rate £30.00 £34.00 £25.00
% change year-on-year
-11.76% +36.00%

Data Modelling
Jobs Demand Trend in Northampton

The demand trend of contract jobs across the Northampton 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 Northampton

Data Modelling
Daily Rate Trend in Northampton

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

Data Modelling Daily Rate Trend in Northampton

Data Modelling
Top 30 Related IT Skills in Northampton

For the 6 months to 10 December 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 Northampton region with a requirement for Data Modelling.

1 25 (80.65%) SQL
2 13 (41.94%) Finance
3 12 (38.71%) Banking
3 12 (38.71%) Agile Software Development
4 10 (32.26%) Informatica
4 10 (32.26%) ETL
4 10 (32.26%) JavaScript
4 10 (32.26%) PL/SQL
5 9 (29.03%) OO
6 8 (25.81%) JUnit
6 8 (25.81%) Java
6 8 (25.81%) SAS
6 8 (25.81%) Mainframe
6 8 (25.81%) TDD
6 8 (25.81%) Spring
6 8 (25.81%) Maven
6 8 (25.81%) Hibernate
6 8 (25.81%) Java EE
6 8 (25.81%) JPA
6 8 (25.81%) Git (software)
6 8 (25.81%) JProfiler
6 8 (25.81%) Backbone.js
6 8 (25.81%) Gradle
6 8 (25.81%) AngularJS
6 8 (25.81%) SonarQube
7 7 (22.58%) Jenkins
7 7 (22.58%) Unit Testing
7 7 (22.58%) Data Management
7 7 (22.58%) Eclipse
7 7 (22.58%) Data Warehouse

Data Modelling
Top Related IT Skills in Northampton 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 8 (25.81%) SAS
2 1 (3.23%) Apache Pig
2 1 (3.23%) Apache Spark
Business Applications
1 1 (3.23%) Oracle Applications
Cloud Services
1 1 (3.23%) Office 365
1 1 (3.23%) OpenShift
Database & Business Intelligence
1 7 (22.58%) Data Warehouse
2 5 (16.13%) RDBMS
2 5 (16.13%) Relational Database
3 4 (12.90%) SQL Server
3 4 (12.90%) SQL Server 2008
3 4 (12.90%) SQL Server Integration Services
4 1 (3.23%) Apache Cassandra
4 1 (3.23%) Apache Hive
4 1 (3.23%) Big Data
4 1 (3.23%) DataStax
4 1 (3.23%) Hadoop
4 1 (3.23%) HBase
4 1 (3.23%) MySQL
4 1 (3.23%) NoSQL
4 1 (3.23%) SAP Data Services
Development Applications
1 8 (25.81%) Git (software)
1 8 (25.81%) Gradle
1 8 (25.81%) JProfiler
1 8 (25.81%) JUnit
1 8 (25.81%) Maven
1 8 (25.81%) SonarQube
2 7 (22.58%) Eclipse
2 7 (22.58%) IntelliJ
2 7 (22.58%) Jenkins
3 2 (6.45%) Bitbucket
3 2 (6.45%) Grunt
3 2 (6.45%) gulp
4 1 (3.23%) ERwin
4 1 (3.23%) Talend Open Studio
General
1 13 (41.94%) Finance
2 12 (38.71%) Banking
Job Titles
1 23 (74.19%) Developer
2 8 (25.81%) ETL Developer
2 8 (25.81%) Informatica Developer
3 7 (22.58%) Informatica ETL Developer
4 6 (19.35%) Java Developer
4 6 (19.35%) SQL Developer
5 5 (16.13%) Analyst
6 4 (12.90%) Data Analyst
6 4 (12.90%) Front End Developer (Client-Side Developer)
7 2 (6.45%) Agile Developer
7 2 (6.45%) Agile Java Developer
7 2 (6.45%) Architect
7 2 (6.45%) Data Modeller
7 2 (6.45%) Front End Java Developer (Client-Side Java Developer)
7 2 (6.45%) JavaScript Developer
7 2 (6.45%) SAS Analyst
7 2 (6.45%) SSIS Developer
7 2 (6.45%) UI Developer
8 1 (3.23%) Hadoop Specialist
8 1 (3.23%) SQL Analyst
Libraries, Frameworks & Software Standards
1 8 (25.81%) AngularJS
1 8 (25.81%) Backbone.js
1 8 (25.81%) Hibernate
1 8 (25.81%) Java EE
1 8 (25.81%) JPA
1 8 (25.81%) Spring
2 7 (22.58%) Spring Boot
3 6 (19.35%) Velocity
4 5 (16.13%) Ajax
4 5 (16.13%) jQuery
4 5 (16.13%) JSON
4 5 (16.13%) REST
4 5 (16.13%) SOAP
4 5 (16.13%) Web Services
5 3 (9.68%) CSS
5 3 (9.68%) HTML
5 3 (9.68%) React
5 3 (9.68%) RESTful
6 2 (6.45%) CSS3
6 2 (6.45%) HTML5
Miscellaneous
1 8 (25.81%) Mainframe
2 1 (3.23%) Analytical Skills
2 1 (3.23%) Data Structures
2 1 (3.23%) Visualisation
Processes & Methodologies
1 12 (38.71%) Agile Software Development
2 10 (32.26%) ETL
3 9 (29.03%) OO
4 8 (25.81%) TDD
5 7 (22.58%) Data Management
5 7 (22.58%) RAD
5 7 (22.58%) Unit Testing
6 6 (19.35%) Front End Development
6 6 (19.35%) Scrum
7 5 (16.13%) BDD
7 5 (16.13%) Continuous Integration
7 5 (16.13%) Event-Driven Architecture
8 3 (9.68%) Analytics
8 3 (9.68%) Data Protection
8 3 (9.68%) Domain-Driven Design
9 2 (6.45%) Data Analysis
9 2 (6.45%) Performance Optimisation
9 2 (6.45%) Responsive Web Design
10 1 (3.23%) Requirements Analysis
10 1 (3.23%) Web Development
Programming Languages
1 25 (80.65%) SQL
2 10 (32.26%) JavaScript
2 10 (32.26%) PL/SQL
3 8 (25.81%) Java
4 1 (3.23%) Python
4 1 (3.23%) Ruby
Qualifications
1 1 (3.23%) DV Cleared
1 1 (3.23%) SC Cleared
1 1 (3.23%) Security Cleared
Quality Assurance & Compliance
1 5 (16.13%) QA
2 2 (6.45%) Data Quality
3 1 (3.23%) SLA
System Software
1 1 (3.23%) Docker
1 1 (3.23%) HDFS
Systems Management
1 1 (3.23%) Hadoop YARN
1 1 (3.23%) Kubernetes
Vendors
1 10 (32.26%) Informatica
2 7 (22.58%) Oracle
3 6 (19.35%) Teradata
4 5 (16.13%) Perforce
5 1 (3.23%) Cloudera
5 1 (3.23%) SAP
5 1 (3.23%) Talend
5 1 (3.23%) Trillium