The table below looks at the statistics for Data Modelling skills in IT contracts advertised for the Northamptonshire region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Modelling over the 3 months to 24 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
24 Jan 2017
Same period 2016 Same period 2015
Data Modelling
East Midlands / Northamptonshire
Rank 44 25 28
Rank change year-on-year
-19 +3
Contract jobs citing Data Modelling 5 9 18
As % of all contract IT jobs located in Northamptonshire 1.03% 3.23% 4.31%
As % of the Processes & Methodologies category 1.24% 3.85% 5.71%
Number of daily rates quoted 4 9 5
Median daily rate £388 £363 £525
Median daily rate % change year-on-year
+6.89% -30.95%
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 Northamptonshire region.

Processes & Methodologies Category
Northamptonshire
Contract IT job ads with a match in the
Processes & Methodologies category
404 234 315
As % of all contract IT jobs located in Northamptonshire 83.13% 83.87% 75.36%
Number of daily rates quoted 242 159 203
Median daily rate £400 £413 £400
Median daily rate % change year-on-year
-3.03% +3.12%
90% offered a daily rate of more than £200 £300 £300
10% offered a daily rate of more than £550 £550 £525
UK excluding London median daily rate £405 £400 £390
% change year-on-year
+1.25% +2.56%
Number of hourly rates quoted 11 4 10
Median hourly rate £12.38 £10.00 £16.75
Median hourly rate % change year-on-year
+23.75% -40.29%
90% offered a hourly rate of more than £11.00 £9.50 £15.00
10% offered a hourly rate of more than £18.10 £11.50 £19.00
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 Northamptonshire

The demand trend of contract jobs across the Northamptonshire 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 Northamptonshire

Data Modelling
Daily Rate Trend in Northamptonshire

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

Data Modelling Daily Rate Trend in Northamptonshire

Data Modelling
Hourly Rate Trend in Northamptonshire

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

Data Modelling Hourly Rate Trend in Northamptonshire

Data Modelling
Contract Job Locations in Northamptonshire

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 Northamptonshire region over the 3 months to 24 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
Northampton -19 3 £400 +6.66% 2
Data Modelling
East Midlands

Data Modelling
Top 30 Related IT Skills in Northamptonshire

For the 6 months to 24 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 Northamptonshire region with a requirement for Data Modelling.

1 28 (75.68%) SQL
2 15 (40.54%) Informatica
2 15 (40.54%) PL/SQL
2 15 (40.54%) Finance
3 14 (37.84%) Data Management
3 14 (37.84%) ETL
4 13 (35.14%) Mainframe
5 10 (27.03%) Agile Software Development
5 10 (27.03%) Banking
6 9 (24.32%) Data Warehouse
7 8 (21.62%) QA
7 8 (21.62%) Java
7 8 (21.62%) JavaScript
8 7 (18.92%) OO
8 7 (18.92%) SAS
8 7 (18.92%) AngularJS
9 6 (16.22%) Gradle
9 6 (16.22%) JProfiler
9 6 (16.22%) Backbone.js
9 6 (16.22%) Java EE
9 6 (16.22%) Git (software)
9 6 (16.22%) JPA
9 6 (16.22%) JUnit
9 6 (16.22%) Oracle
9 6 (16.22%) Spring
9 6 (16.22%) Maven
9 6 (16.22%) TDD
9 6 (16.22%) Hibernate
9 6 (16.22%) SonarQube
10 5 (13.51%) Spring Boot

Data Modelling
Top Related IT Skills in Northamptonshire 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 7 (18.92%) SAS
2 1 (2.70%) Apache Pig
2 1 (2.70%) Apache Spark
Business Applications
1 1 (2.70%) Oracle Applications
Cloud Services
1 1 (2.70%) Office 365
1 1 (2.70%) OpenShift
Database & Business Intelligence
1 9 (24.32%) Data Warehouse
2 3 (8.11%) RDBMS
2 3 (8.11%) Relational Database
2 3 (8.11%) SQL Server
2 3 (8.11%) SQL Server 2008
2 3 (8.11%) SQL Server Integration Services
3 2 (5.41%) MySQL
4 1 (2.70%) Apache Cassandra
4 1 (2.70%) Apache Hive
4 1 (2.70%) Big Data
4 1 (2.70%) DataStax
4 1 (2.70%) Hadoop
4 1 (2.70%) HBase
4 1 (2.70%) NoSQL
4 1 (2.70%) SAP Data Services
Development Applications
1 6 (16.22%) Git (software)
1 6 (16.22%) Gradle
1 6 (16.22%) JProfiler
1 6 (16.22%) JUnit
1 6 (16.22%) Maven
1 6 (16.22%) SonarQube
2 5 (13.51%) Eclipse
2 5 (13.51%) IntelliJ
2 5 (13.51%) Jenkins
3 2 (5.41%) Bitbucket
3 2 (5.41%) Grunt
3 2 (5.41%) gulp
4 1 (2.70%) ERwin
4 1 (2.70%) Talend Open Studio
General
1 15 (40.54%) Finance
2 10 (27.03%) Banking
3 2 (5.41%) Financial Institution
4 1 (2.70%) Retail
Job Titles
1 26 (70.27%) Developer
2 11 (29.73%) ETL Developer
2 11 (29.73%) Informatica Developer
3 9 (24.32%) Informatica ETL Developer
4 5 (13.51%) Analyst
5 4 (10.81%) Data Analyst
5 4 (10.81%) Front End Developer (Client-Side Developer)
5 4 (10.81%) Java Developer
5 4 (10.81%) SQL Developer
6 3 (8.11%) Data Modeller
7 2 (5.41%) Architect
7 2 (5.41%) Front End Java Developer (Client-Side Java Developer)
7 2 (5.41%) SAS Analyst
7 2 (5.41%) UI Developer
8 1 (2.70%) Data Migration Lead
8 1 (2.70%) Hadoop Specialist
8 1 (2.70%) SQL Analyst
8 1 (2.70%) SSIS Developer
8 1 (2.70%) Teradata Analyst
8 1 (2.70%) UML Analyst
Libraries, Frameworks & Software Standards
1 7 (18.92%) AngularJS
2 6 (16.22%) Backbone.js
2 6 (16.22%) Hibernate
2 6 (16.22%) Java EE
2 6 (16.22%) JPA
2 6 (16.22%) Spring
3 5 (13.51%) Spring Boot
4 4 (10.81%) React
4 4 (10.81%) Velocity
5 3 (8.11%) Ajax
5 3 (8.11%) CSS
5 3 (8.11%) HTML
5 3 (8.11%) jQuery
5 3 (8.11%) JSON
5 3 (8.11%) REST
5 3 (8.11%) RESTful
5 3 (8.11%) SOAP
5 3 (8.11%) Web Services
6 2 (5.41%) CSS3
6 2 (5.41%) J2EE
Miscellaneous
1 13 (35.14%) Mainframe
2 3 (8.11%) Data Structures
3 2 (5.41%) Analytical Skills
4 1 (2.70%) Data Conversion
4 1 (2.70%) Management Information System
4 1 (2.70%) Taxonomies
4 1 (2.70%) Visualisation
Processes & Methodologies
1 14 (37.84%) Data Management
1 14 (37.84%) ETL
2 10 (27.03%) Agile Software Development
3 7 (18.92%) OO
4 6 (16.22%) TDD
5 5 (13.51%) Front End Development
5 5 (13.51%) RAD
5 5 (13.51%) Unit Testing
6 4 (10.81%) Analytics
6 4 (10.81%) BDD
6 4 (10.81%) Scrum
7 3 (8.11%) Continuous Integration
7 3 (8.11%) Data Analysis
7 3 (8.11%) Data Protection
7 3 (8.11%) Event-Driven Architecture
7 3 (8.11%) Migration
8 2 (5.41%) Data Analytics
8 2 (5.41%) Data Migration
8 2 (5.41%) Performance Optimisation
8 2 (5.41%) Responsive Web Design
Programming Languages
1 28 (75.68%) SQL
2 15 (40.54%) PL/SQL
3 8 (21.62%) Java
3 8 (21.62%) JavaScript
4 1 (2.70%) Python
4 1 (2.70%) Ruby
Qualifications
1 1 (2.70%) DV Cleared
1 1 (2.70%) SC Cleared
1 1 (2.70%) Security Cleared
Quality Assurance & Compliance
1 8 (21.62%) QA
2 2 (5.41%) Data Quality
3 1 (2.70%) SLA
System Software
1 1 (2.70%) Docker
1 1 (2.70%) HDFS
Systems Management
1 1 (2.70%) Hadoop YARN
1 1 (2.70%) Kubernetes
Vendors
1 15 (40.54%) Informatica
2 6 (16.22%) Oracle
3 5 (13.51%) Teradata
4 3 (8.11%) Perforce
5 1 (2.70%) Cloudera
5 1 (2.70%) Infor
5 1 (2.70%) SAP
5 1 (2.70%) Talend
5 1 (2.70%) Trillium