Period
to 19 November 2017

The following table provides summary statistics for contract job vacancies advertised in Hampshire 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 19 November 2017 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
South East > Hampshire
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 95 114 67
Rank change year-on-year +19 -47 +75
Contract jobs citing Data Modelling 67 54 147
As % of all contract IT jobs advertised in Hampshire 1.91% 1.40% 3.31%
As % of the Processes & Methodologies category 2.39% 1.74% 3.99%
Number of daily rates quoted 36 30 91
Hampshire median daily rate £381 £438 £425
Median daily rate % change year-on-year -12.86% +2.94% +6.25%
10th Percentile £319 £318 £315
90th Percentile £494 £560 £569
South East median daily rate £445 £438 £444
% change year-on-year +1.71% -1.41% +4.41%
Number of hourly rates quoted 0 3 0
Hampshire median hourly rate - £45.00 -
South East median hourly rate £47.50 £45.00 -
% change year-on-year +5.56% - -

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 Hampshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Hampshire
Contract vacancies with a requirement for process or methodology skills 2800 3107 3682
As % of all contract IT jobs advertised in Hampshire 79.93% 80.43% 82.97%
Number of daily rates quoted 1668 2005 2265
Hampshire median daily rate £400 £400 £380
Median daily rate % change year-on-year - +5.26% +5.56%
10th Percentile £240 £250 £263
90th Percentile £538 £550 £513
South East median daily rate £425 £400 £390
% change year-on-year +6.25% +2.56% +4.00%
Number of hourly rates quoted 107 165 194
Hampshire median hourly rate £40.00 £38.75 £27.50
Median hourly rate % change year-on-year +3.23% +40.91% +15.79%
10th Percentile £12.24 £12.50 £12.50
90th Percentile £48.98 £56.75 £48.59
South East median hourly rate £23.00 £26.75 £26.55
% change year-on-year -14.02% +0.75% +51.71%

Data Modelling
Job Vacancy Trend in Hampshire

Job postings citing Data Modelling as a percentage of all IT jobs advertised in Hampshire.

Job vacancy trend for Data Modelling in Hampshire

Data Modelling
Contractor Daily Rate Trend in Hampshire

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

Contractor daily rate trend for Data Modelling in Hampshire

Data Modelling
Contractor Daily Rate Histogram in Hampshire

The daily rate distribution of IT jobs citing Data Modelling in Hampshire over the 6 months to 19 November 2017.

Contractor daily rate histogram for Data Modelling in Hampshire

Data Modelling
Contractor Hourly Rate Trend in Hampshire

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

Contractor hourly rate trend for Data Modelling in Hampshire

Data Modelling
Contract Job Locations in Hampshire

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 Hampshire region over the 6 months to 19 November 2017. 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
Hook +24 17 £372 -22.90%
Southampton +12 13 £450 +16.13% 4
Winchester +20 9 £368 - 1
Basingstoke -34 6 £475 +40.74% 1
Portsmouth -3 3 £500 +21.95%
Fareham +1 2 £381 -21.79%
Petersfield - 2 £288 -
Data Modelling
South East

For the 6 months to 19 November 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 Hampshire region with a requirement for Data Modelling.

1 29 (43.28%) Telecoms
2 25 (37.31%) SQL
3 22 (32.84%) Business Intelligence
4 19 (28.36%) Data Management
5 16 (23.88%) ETL
6 14 (20.90%) Analytics
7 13 (19.40%) Management Information System
8 12 (17.91%) ITIL
9 11 (16.42%) Oracle
9 11 (16.42%) Business Analysis
9 11 (16.42%) Statistics
10 10 (14.93%) Agile Software Development
11 9 (13.43%) SQL Server
11 9 (13.43%) Finance
11 9 (13.43%) Data Governance
11 9 (13.43%) Data Architecture
11 9 (13.43%) Analytical Skills
12 8 (11.94%) User Stories
12 8 (11.94%) Migration
12 8 (11.94%) Degree
12 8 (11.94%) QlikView
12 8 (11.94%) Data Analysis
12 8 (11.94%) PL/SQL
13 7 (10.45%) Six Sigma
13 7 (10.45%) Remedy
13 7 (10.45%) Kalido
13 7 (10.45%) Stakeholder Management
13 7 (10.45%) Data Security
13 7 (10.45%) Data Analytics
13 7 (10.45%) Oracle BI EE

Data Modelling
Co-occurring IT Skills in Hampshire 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 4 (5.97%) Smallworld
2 1 (1.49%) Oracle SOA Suite
Applications
1 1 (1.49%) InDesign
1 1 (1.49%) MS Visio
Business Applications
1 6 (8.96%) Remedy ITSM
2 4 (5.97%) Adobe Campaign
2 4 (5.97%) Remedy AR System
3 2 (2.99%) Oracle ERP
Cloud Services
1 6 (8.96%) Amazon AWS
1 6 (8.96%) IaaS
1 6 (8.96%) Microsoft Azure
1 6 (8.96%) PaaS
1 6 (8.96%) SaaS
2 1 (1.49%) Adobe Creative Cloud
Communications & Networking
1 4 (5.97%) SMS
2 1 (1.49%) LAN
Database & Business Intelligence
1 9 (13.43%) SQL Server
2 8 (11.94%) QlikView
3 7 (10.45%) Kalido
3 7 (10.45%) Oracle BI EE
4 6 (8.96%) Data Warehouse
4 6 (8.96%) NoSQL
5 5 (7.46%) GIS
5 5 (7.46%) Hadoop
5 5 (7.46%) SQL Server Integration Services
6 4 (5.97%) Big Data
6 4 (5.97%) Geospatial Data
6 4 (5.97%) SQL Server 2008
6 4 (5.97%) SQL Server 2012
6 4 (5.97%) SQL Server 2014
6 4 (5.97%) SQL Server 2016
6 4 (5.97%) SQL Server Reporting Services
7 3 (4.48%) Oracle Database
7 3 (4.48%) Oracle Database 11g
8 2 (2.99%) Oracle BI Publisher
8 2 (2.99%) Oracle ODI
Development Applications
1 2 (2.99%) JIRA
2 1 (1.49%) Eclipse
2 1 (1.49%) ERwin
2 1 (1.49%) SoapUI
2 1 (1.49%) Team Foundation Server
2 1 (1.49%) Visual Studio
2 1 (1.49%) XMLSpy
General
1 29 (43.28%) Telecoms
2 9 (13.43%) Finance
3 5 (7.46%) Marketing
4 4 (5.97%) Retail
5 1 (1.49%) Aerospace
5 1 (1.49%) Banking
5 1 (1.49%) Law
5 1 (1.49%) Pharmaceutical
Job Titles
1 20 (29.85%) Analyst
2 14 (20.90%) Architect
3 11 (16.42%) Business Analyst
4 10 (14.93%) Data Analyst
4 10 (14.93%) Developer
5 8 (11.94%) Data Architect
6 7 (10.45%) Designer
7 5 (7.46%) Business Intelligence Analyst
7 5 (7.46%) Business Intelligence Business Analyst
7 5 (7.46%) Data Modeller
7 5 (7.46%) GIS Developer
7 5 (7.46%) Solutions Designer
8 4 (5.97%) DBA
8 4 (5.97%) OSS Solutions Designer
8 4 (5.97%) SQL DBA
9 3 (4.48%) Business Data Analyst
9 3 (4.48%) Data Engineer
9 3 (4.48%) Head of Architecture
9 3 (4.48%) Head of Data Architecture
9 3 (4.48%) Head of Information
Libraries, Frameworks & Software Standards
1 6 (8.96%) JDBC
1 6 (8.96%) XML
2 4 (5.97%) HTML
3 1 (1.49%) .NET
3 1 (1.49%) MFC
3 1 (1.49%) Middleware
3 1 (1.49%) SOAP
3 1 (1.49%) Web Services
3 1 (1.49%) WSDL
3 1 (1.49%) XML Messaging
3 1 (1.49%) XSD
Miscellaneous
1 13 (19.40%) Management Information System
2 9 (13.43%) Analytical Skills
3 6 (8.96%) Data Structures
3 6 (8.96%) Enterprise Software
3 6 (8.96%) User Experience
4 5 (7.46%) Computer Science
5 4 (5.97%) CMDB
5 4 (5.97%) Frameworx
6 2 (2.99%) Data Protection Act
7 1 (1.49%) Client/Server
7 1 (1.49%) Greenfield Project
7 1 (1.49%) Reference Data
7 1 (1.49%) Replication
Operating Systems
1 1 (1.49%) Linux
1 1 (1.49%) Windows
Processes & Methodologies
1 22 (32.84%) Business Intelligence
2 19 (28.36%) Data Management
3 16 (23.88%) ETL
4 14 (20.90%) Analytics
5 12 (17.91%) ITIL
6 11 (16.42%) Business Analysis
6 11 (16.42%) Statistics
7 10 (14.93%) Agile Software Development
8 9 (13.43%) Data Architecture
8 9 (13.43%) Data Governance
9 8 (11.94%) Data Analysis
9 8 (11.94%) Migration
9 8 (11.94%) User Stories
10 7 (10.45%) Data Analytics
10 7 (10.45%) Data Security
10 7 (10.45%) Six Sigma
10 7 (10.45%) Stakeholder Management
11 6 (8.96%) Dimensional Modelling
11 6 (8.96%) EAI
11 6 (8.96%) Enterprise Data Management
Programming Languages
1 25 (37.31%) SQL
2 8 (11.94%) PL/SQL
3 4 (5.97%) JavaScript
4 3 (4.48%) Java
5 2 (2.99%) Python
5 2 (2.99%) R
5 2 (2.99%) Scala
6 1 (1.49%) C++
Qualifications
1 8 (11.94%) Degree
2 5 (7.46%) Security Cleared
3 4 (5.97%) MCITP
3 4 (5.97%) Microsoft Certification
3 4 (5.97%) SC Cleared
Quality Assurance & Compliance
1 5 (7.46%) SLA
2 2 (2.99%) GDPR
3 1 (1.49%) Data Quality
Systems Management
1 2 (2.99%) Control-M
Vendors
1 11 (16.42%) Oracle
2 7 (10.45%) Remedy
3 6 (8.96%) BMC
3 6 (8.96%) Microsoft
4 5 (7.46%) Adobe
5 4 (5.97%) Intergraph
6 3 (4.48%) Netezza
7 2 (2.99%) Cloudera
7 2 (2.99%) Informatica
8 1 (1.49%) hybris
8 1 (1.49%) OpenText
8 1 (1.49%) SAP