Period
to 22 June 2018

The following table provides summary statistics for contract job vacancies advertised in the East Midlands with a requirement for Data Modelling skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Modelling over the 6 months to 22 June 2018 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Data Modelling
England > East Midlands
6 months to
22 Jun 2018
Same period 2017 Same period 2016
Rank 102 80 83
Rank change year-on-year -22 +3 0
Contract jobs citing Data Modelling 44 65 57
As % of all contract IT jobs advertised in the East Midlands 1.54% 2.16% 1.80%
As % of the Processes & Methodologies category 1.85% 2.59% 2.19%
Number of daily rates quoted 30 48 46
East Midlands median daily rate £425 £425 £400
Median daily rate % change year-on-year - +6.25% +3.23%
10th Percentile £325 £306 £291
90th Percentile £453 £552 £488
England median daily rate £500 £475 £460
% change year-on-year +5.26% +3.26% +2.22%
Number of hourly rates quoted 0 0 0
East Midlands median hourly rate - - -
England median hourly rate £22.00 £21.00 £46.79
% change year-on-year +4.76% -55.11% +16.96%

Data Modelling is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in the East Midlands with a requirement for process or methodology skills.

All Process and Methodology Skills
East Midlands
Contract vacancies with a requirement for process or methodology skills 2,381 2,509 2,608
As % of all contract IT jobs advertised in the East Midlands 83.19% 83.52% 82.32%
Number of daily rates quoted 1,451 1,565 1,613
East Midlands median daily rate £400 £400 £388
Median daily rate % change year-on-year - +3.23% +4.73%
10th Percentile £258 £253 £238
90th Percentile £538 £540 £575
England median daily rate £463 £450 £425
% change year-on-year +2.78% +5.88% +4.94%
Number of hourly rates quoted 85 73 66
East Midlands median hourly rate £17.50 £15.50 £16.05
Median hourly rate % change year-on-year +12.90% -3.40% -4.64%
10th Percentile £10.40 £10.38 £11.25
90th Percentile £47.50 £52.50 £41.50
England median hourly rate £22.00 £25.00 £25.00
% change year-on-year -12.00% - +19.05%

Data Modelling
Job Vacancy Trend in the East Midlands

Job postings citing Data Modelling as a percentage of all IT jobs advertised in the East Midlands.

Job vacancy trend for Data Modelling in the East Midlands

Data Modelling
Contractor Daily Rate Trend in the East Midlands

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Data Modelling in the East Midlands.

Contractor daily rate trend for Data Modelling in the East Midlands

Data Modelling
Contractor Daily Rate Histogram in the East Midlands

The daily rate distribution of IT jobs citing Data Modelling in the East Midlands over the 6 months to 22 June 2018.

Contractor daily rate histogram for Data Modelling in the East Midlands

Data Modelling
Contractor Hourly Rate Trend in the East Midlands

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

Contractor hourly rate trend for Data Modelling in the East Midlands

Data Modelling
Contract Job Locations in the East Midlands

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 East Midlands region over the 6 months to 22 June 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Northamptonshire -11 20 £431 +2.99% 2
Nottinghamshire -8 9 £375 -2.60%
Derbyshire +7 7 £430 -15.27%
Leicestershire +7 6 £425 +6.25%
Data Modelling
England

For the 6 months to 22 June 2018, IT contractor jobs citing Data Modelling also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the East Midlands region with a requirement for Data Modelling.

1 13 (29.55%) Business Intelligence
2 12 (27.27%) Data Analysis
3 11 (25.00%) SQL
4 10 (22.73%) Data Warehouse
4 10 (22.73%) Analytical Skills
5 9 (20.45%) Agile Software Development
6 8 (18.18%) JSON
6 8 (18.18%) OO
6 8 (18.18%) JavaScript
6 8 (18.18%) Management Information System
6 8 (18.18%) Data Structures
6 8 (18.18%) Data Mapping
7 7 (15.91%) REST
7 7 (15.91%) Relational Database
7 7 (15.91%) Problem-Solving
7 7 (15.91%) Java
8 6 (13.64%) Oracle
8 6 (13.64%) ETL
8 6 (13.64%) Microsoft
8 6 (13.64%) Unit Testing
8 6 (13.64%) Spring
8 6 (13.64%) Stakeholder Management
8 6 (13.64%) Hibernate
8 6 (13.64%) Data Governance
8 6 (13.64%) Test Automation
8 6 (13.64%) JPA
8 6 (13.64%) Hadoop
9 5 (11.36%) JProfiler
9 5 (11.36%) Data Cleansing
9 5 (11.36%) Gradle

Data Modelling
Co-occurring IT Skills in the East Midlands 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 3 (6.82%) SAS
1 3 (6.82%) SharePoint
2 1 (2.27%) Apache Pig
2 1 (2.27%) Apache Solr
2 1 (2.27%) Apache Spark
2 1 (2.27%) Elasticsearch
Applications
1 5 (11.36%) Microsoft Excel
2 1 (2.27%) Spreadsheet
Business Applications
1 1 (2.27%) SAP HR
Cloud Services
1 1 (2.27%) Amazon AWS
1 1 (2.27%) Amazon Kinesis
Communications & Networking
1 2 (4.55%) SMS
Database & Business Intelligence
1 10 (22.73%) Data Warehouse
2 7 (15.91%) Relational Database
3 6 (13.64%) Hadoop
4 3 (6.82%) BusinessObjects
4 3 (6.82%) RDBMS
4 3 (6.82%) SQL Server Reporting Services
5 2 (4.55%) Apache Hive
5 2 (4.55%) Big Data
5 2 (4.55%) Impala
5 2 (4.55%) Lumira
5 2 (4.55%) NoSQL
5 2 (4.55%) Power BI
5 2 (4.55%) SAP HANA
5 2 (4.55%) SAS Data Integration Studio
5 2 (4.55%) SAS Enterprise Guide
5 2 (4.55%) SQL Server
5 2 (4.55%) SQL Server Integration Services
6 1 (2.27%) Cloudera CDH
6 1 (2.27%) MongoDB
6 1 (2.27%) Sqoop
Development Applications
1 5 (11.36%) Eclipse
1 5 (11.36%) ERwin
1 5 (11.36%) Gradle
1 5 (11.36%) JProfiler
1 5 (11.36%) JUnit
2 3 (6.82%) Toad
3 2 (4.55%) Git (software)
4 1 (2.27%) ER Studio
4 1 (2.27%) IntelliJ
4 1 (2.27%) Jenkins
4 1 (2.27%) Maven
4 1 (2.27%) SonarQube
General
1 4 (9.09%) Banking
1 4 (9.09%) Finance
2 3 (6.82%) Legal
3 2 (4.55%) Marketing
4 1 (2.27%) Electronics
4 1 (2.27%) Law
4 1 (2.27%) Manufacturing
4 1 (2.27%) Retail
4 1 (2.27%) Retail Banking
4 1 (2.27%) Telecoms
Job Titles
1 12 (27.27%) Analyst
1 12 (27.27%) Developer
2 9 (20.45%) Data Analyst
3 6 (13.64%) Data Modeller
3 6 (13.64%) Java Developer
4 4 (9.09%) Architect
5 3 (6.82%) Business Analyst
5 3 (6.82%) Project Manager
5 3 (6.82%) SAS Developer
6 2 (4.55%) Business Intelligence Architect
6 2 (4.55%) Lead Project Manager
6 2 (4.55%) Workflow Analyst
7 1 (2.27%) CRM Analyst
7 1 (2.27%) Data Business Analyst
7 1 (2.27%) Designer
7 1 (2.27%) Product Management Consultant
7 1 (2.27%) SAP BusinessObjects Specialist
7 1 (2.27%) SSRS Report Writer
7 1 (2.27%) Workstream Lead
7 1 (2.27%) Workstream Project Manager
Libraries, Frameworks & Software Standards
1 8 (18.18%) JSON
2 7 (15.91%) REST
3 6 (13.64%) Hibernate
3 6 (13.64%) JPA
3 6 (13.64%) Spring
4 5 (11.36%) J2EE
4 5 (11.36%) jQuery
5 4 (9.09%) Ajax
5 4 (9.09%) XML
5 4 (9.09%) XSLT
6 3 (6.82%) Web Services
7 2 (4.55%) FIX Protocol
7 2 (4.55%) HTML
7 2 (4.55%) Java EE
7 2 (4.55%) Kafka
7 2 (4.55%) Oracle Fusion
7 2 (4.55%) SOAP
7 2 (4.55%) Spring Boot
8 1 (2.27%) RESTful
8 1 (2.27%) SAPUI5
Miscellaneous
1 10 (22.73%) Analytical Skills
2 8 (18.18%) Data Structures
2 8 (18.18%) Management Information System
3 3 (6.82%) Data Centre
4 2 (4.55%) Analytical Mindset
5 1 (2.27%) Replication
5 1 (2.27%) User Experience
Operating Systems
1 1 (2.27%) Linux
Processes & Methodologies
1 13 (29.55%) Business Intelligence
2 12 (27.27%) Data Analysis
3 9 (20.45%) Agile Software Development
4 8 (18.18%) Data Mapping
4 8 (18.18%) OO
5 7 (15.91%) Problem-Solving
6 6 (13.64%) Data Governance
6 6 (13.64%) ETL
6 6 (13.64%) Stakeholder Management
6 6 (13.64%) Test Automation
6 6 (13.64%) Unit Testing
7 5 (11.36%) Data Cleansing
7 5 (11.36%) Data Management
7 5 (11.36%) Master Data Management
7 5 (11.36%) RAD
7 5 (11.36%) Workflow
8 4 (9.09%) Analytics
8 4 (9.09%) CRM
8 4 (9.09%) Data Strategy
8 4 (9.09%) E-Commerce
Programming Languages
1 11 (25.00%) SQL
2 8 (18.18%) JavaScript
3 7 (15.91%) Java
4 3 (6.82%) T-SQL
5 2 (4.55%) Data Analysis Expressions (DAX)
5 2 (4.55%) Java 8
6 1 (2.27%) C#
6 1 (2.27%) Scala
Qualifications
1 1 (2.27%) Degree
1 1 (2.27%) ISEB
1 1 (2.27%) Security Cleared
Quality Assurance & Compliance
1 5 (11.36%) GDPR
2 3 (6.82%) Data Quality
3 1 (2.27%) SLA
System Software
1 1 (2.27%) Apache Flume
1 1 (2.27%) Apache ZooKeeper
1 1 (2.27%) HDFS
Systems Management
1 1 (2.27%) Oozie
Vendors
1 6 (13.64%) Microsoft
1 6 (13.64%) Oracle
2 5 (11.36%) Perforce
2 5 (11.36%) SAP
3 3 (6.82%) Teradata
4 2 (4.55%) Cloudera
5 1 (2.27%) Ab Initio
5 1 (2.27%) Ariba
5 1 (2.27%) Hortonworks
5 1 (2.27%) Informatica
5 1 (2.27%) Tableau
5 1 (2.27%) Talend