Period
to 22 January 2019

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 January 2019 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 Jan 2019
Same period 2018 Same period 2017
Rank 74 68 62
Rank change year-on-year -6 -6 +13
Contract jobs citing Data Modelling 66 78 95
As % of all contract IT jobs advertised in the East Midlands 2.67% 2.60% 3.02%
As % of the Processes & Methodologies category 3.20% 3.09% 3.66%
Number of daily rates quoted 46 51 71
East Midlands median daily rate £457 £438 £375
Median daily rate % change year-on-year +4.34% +16.67% -
10th Percentile £353 £313 £300
90th Percentile £700 £575 £514
England median daily rate £500 £475 £475
% change year-on-year +5.26% - +5.56%
Number of hourly rates quoted 0 0 0
East Midlands median hourly rate - - -
England median hourly rate £37.50 £28.00 £34.00
% change year-on-year +33.93% -17.65% -32.00%

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 2,061 2,525 2,595
As % of all contract IT jobs advertised in the East Midlands 83.51% 84.05% 82.62%
Number of daily rates quoted 1,329 1,623 1,649
East Midlands median daily rate £410 £400 £380
Median daily rate % change year-on-year +2.50% +5.26% +0.66%
10th Percentile £275 £238 £213
90th Percentile £551 £560 £553
England median daily rate £475 £450 £430
% change year-on-year +5.56% +4.65% +1.18%
Number of hourly rates quoted 93 98 81
East Midlands median hourly rate £14.64 £15.50 £14.50
Median hourly rate % change year-on-year -5.58% +6.90% -10.49%
10th Percentile £9.58 £10.18 £8.76
90th Percentile £34.75 £47.65 £38.75
England median hourly rate £23.50 £23.14 £23.75
% change year-on-year +1.56% -2.57% +3.26%

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 January 2019.

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 January 2019. 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 -7 32 £475 +11.76% 3
Derbyshire +14 14 £457 +14.13% 1
Leicestershire +21 7 £375 -31.82% 4
Nottinghamshire -22 4 £350 -20.00% 1
Data Modelling
England

For the 6 months to 22 January 2019, 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 28 (42.42%) Agile Software Development
2 18 (27.27%) SQL Server
3 17 (25.76%) Oracle
4 16 (24.24%) Data Warehouse
5 14 (21.21%) Logical Data Model
6 13 (19.70%) Analytics
7 12 (18.18%) Data Architecture
8 11 (16.67%) Data Structures
8 11 (16.67%) ETL
8 11 (16.67%) Dimensional Modelling
8 11 (16.67%) Security Cleared
9 10 (15.15%) Data Migration
9 10 (15.15%) Degree
9 10 (15.15%) Migration
9 10 (15.15%) Teradata
9 10 (15.15%) Physical Data Model
9 10 (15.15%) Translating Business Requirements
10 9 (13.64%) Relational Database
10 9 (13.64%) Master Data Management
10 9 (13.64%) Data Management
10 9 (13.64%) Cisco IOS
10 9 (13.64%) LAN
10 9 (13.64%) WAN
10 9 (13.64%) VPN
10 9 (13.64%) RDBMS
10 9 (13.64%) Cisco
10 9 (13.64%) Firewall
10 9 (13.64%) Management Information System
10 9 (13.64%) Project Management
11 8 (12.12%) EIGRP

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 5 (7.58%) Appian
2 3 (4.55%) SAS
3 2 (3.03%) SharePoint
4 1 (1.52%) Elasticsearch
4 1 (1.52%) FileNet
4 1 (1.52%) OpenStack
Applications
1 2 (3.03%) Microsoft Excel
Cloud Services
1 5 (7.58%) iPaaS
2 4 (6.06%) Microsoft Azure
3 1 (1.52%) IBM Cloud
Communications & Networking
1 9 (13.64%) Cisco IOS
1 9 (13.64%) Firewall
1 9 (13.64%) LAN
1 9 (13.64%) VPN
1 9 (13.64%) WAN
2 8 (12.12%) BGP
2 8 (12.12%) EIGRP
2 8 (12.12%) OSPF
3 5 (7.58%) SAN
4 4 (6.06%) Ethernet
5 2 (3.03%) Internet
6 1 (1.52%) Network Security
Database & Business Intelligence
1 18 (27.27%) SQL Server
2 16 (24.24%) Data Warehouse
3 9 (13.64%) RDBMS
3 9 (13.64%) Relational Database
4 8 (12.12%) DB2
4 8 (12.12%) DB2 UDB
4 8 (12.12%) Oracle Database
4 8 (12.12%) Oracle Database 10g
4 8 (12.12%) Oracle Database 11g
4 8 (12.12%) Snowflake Schema
4 8 (12.12%) SQL Server 2005
4 8 (12.12%) SQL Server 2008
4 8 (12.12%) SQL Server 2012
5 7 (10.61%) PowerCenter
5 7 (10.61%) SQL Server Integration Services
6 6 (9.09%) SQL Server Analysis Services
7 5 (7.58%) Apache Cassandra
7 5 (7.58%) Power BI
7 5 (7.58%) SSDT
8 4 (6.06%) SQL Server Reporting Services
Development Applications
1 4 (6.06%) Git (software)
1 4 (6.06%) Subversion
2 3 (4.55%) ERwin
3 2 (3.03%) Toad
General
1 8 (12.12%) Finance
2 4 (6.06%) Banking
3 3 (4.55%) Retail
4 2 (3.03%) Law
4 2 (3.03%) Legal
5 1 (1.52%) Digital Economy
5 1 (1.52%) Investment Banking
5 1 (1.52%) Manufacturing
5 1 (1.52%) Marketing
5 1 (1.52%) Retail Banking
5 1 (1.52%) Telecoms
Job Titles
1 23 (34.85%) Architect
2 15 (22.73%) Developer
3 9 (13.64%) Data Architect
3 9 (13.64%) Network Architect
4 8 (12.12%) Informatica Developer
5 6 (9.09%) Data Modeller
6 5 (7.58%) Designer
6 5 (7.58%) Integration Architect
6 5 (7.58%) Solutions Designer
7 4 (6.06%) Analyst
7 4 (6.06%) Cassandra DBA
7 4 (6.06%) DBA
7 4 (6.06%) Technical Architect
8 3 (4.55%) Business Analyst
8 3 (4.55%) Data Manager
9 2 (3.03%) Data Engineer
9 2 (3.03%) Enterprise Architect
9 2 (3.03%) Oracle Technical Architect
9 2 (3.03%) Technical Analyst
9 2 (3.03%) Technical Business Analyst
Libraries, Frameworks & Software Standards
1 8 (12.12%) Web Services
1 8 (12.12%) XML
2 1 (1.52%) Elastic Stack
2 1 (1.52%) Middleware
Miscellaneous
1 11 (16.67%) Data Structures
2 9 (13.64%) Management Information System
3 7 (10.61%) Data Centre
4 6 (9.09%) Analytical Skills
4 6 (9.09%) Client/Server
5 2 (3.03%) Self-Motivation
6 1 (1.52%) Credit Risk
Operating Systems
1 6 (9.09%) Windows
2 5 (7.58%) Unix
3 4 (6.06%) Linux
Processes & Methodologies
1 28 (42.42%) Agile Software Development
2 14 (21.21%) Logical Data Model
3 13 (19.70%) Analytics
4 12 (18.18%) Data Architecture
5 11 (16.67%) Dimensional Modelling
5 11 (16.67%) ETL
6 10 (15.15%) Data Migration
6 10 (15.15%) Migration
6 10 (15.15%) Physical Data Model
6 10 (15.15%) Translating Business Requirements
7 9 (13.64%) Data Management
7 9 (13.64%) Master Data Management
7 9 (13.64%) Project Management
8 8 (12.12%) Change Management
8 8 (12.12%) Computer Science
8 8 (12.12%) Data Acquisition
8 8 (12.12%) Data Integration
8 8 (12.12%) Data Strategy
8 8 (12.12%) Performance Monitoring
8 8 (12.12%) Unit Testing
Programming Languages
1 7 (10.61%) SQL
2 5 (7.58%) Python
3 4 (6.06%) Shell Script
4 1 (1.52%) C#
4 1 (1.52%) JavaScript
4 1 (1.52%) PowerShell
Qualifications
1 11 (16.67%) Security Cleared
2 10 (15.15%) Degree
3 8 (12.12%) Computer Science Degree
3 8 (12.12%) Master's Degree
3 8 (12.12%) SC Cleared
4 6 (9.09%) BPSS Clearance
Quality Assurance & Compliance
1 7 (10.61%) Data Quality
2 2 (3.03%) GDPR
3 1 (1.52%) IAS 39
3 1 (1.52%) IFRS
3 1 (1.52%) IFRS 9
System Software
1 5 (7.58%) Hyper-V
1 5 (7.58%) VMware Infrastructure
Systems Management
1 4 (6.06%) Ansible
1 4 (6.06%) Opscode Chef
1 4 (6.06%) Puppet
2 1 (1.52%) Kibana
2 1 (1.52%) logstash
2 1 (1.52%) Oracle Enterprise Manager
Vendors
1 17 (25.76%) Oracle
2 10 (15.15%) Teradata
3 9 (13.64%) Cisco
4 8 (12.12%) Informatica
4 8 (12.12%) Netezza
5 7 (10.61%) Microsoft
6 6 (9.09%) VMware
7 4 (6.06%) Juniper
8 3 (4.55%) IBM
9 1 (1.52%) Cognos