Period
to 11 December 2018

The following table provides summary statistics for contract job vacancies advertised in Northamptonshire 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 11 December 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
East Midlands > Northamptonshire
6 months to
11 Dec 2018
Same period 2017 Same period 2016
Rank 39 42 36
Rank change year-on-year +3 -6 -6
Contract jobs citing Data Modelling 33 21 41
As % of all contract IT jobs advertised in Northamptonshire 4.02% 3.13% 4.55%
As % of the Processes & Methodologies category 4.81% 3.61% 5.20%
Number of daily rates quoted 27 16 27
Northamptonshire median daily rate £475 £400 £363
Median daily rate % change year-on-year +18.75% +10.34% +3.57%
10th Percentile £368 £300 £300
90th Percentile £730 £575 £465
East Midlands median daily rate £438 £463 £375
% change year-on-year -5.41% +23.33% -6.25%
Number of hourly rates quoted 0 0 0
Northamptonshire median hourly rate - - -
East Midlands median hourly rate - - -

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 Northamptonshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Northamptonshire
Contract vacancies with a requirement for process or methodology skills 686 581 788
As % of all contract IT jobs advertised in Northamptonshire 83.66% 86.59% 87.46%
Number of daily rates quoted 504 362 565
Northamptonshire median daily rate £400 £400 £415
Median daily rate % change year-on-year - -3.61% -2.35%
10th Percentile £305 £220 £225
90th Percentile £556 £550 £575
East Midlands median daily rate £404 £388 £400
% change year-on-year +4.26% -3.13% +6.67%
Number of hourly rates quoted 6 10 21
Northamptonshire median hourly rate £14.31 £11.17 £13.50
Median hourly rate % change year-on-year +28.11% -17.26% -20.59%
10th Percentile £11.43 £10.29 £10.50
90th Percentile £19.38 £13.45 £31.75
East Midlands median hourly rate £14.88 £15.20 £14.00
% change year-on-year -2.11% +8.57% -12.50%

Data Modelling
Job Vacancy Trend in Northamptonshire

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

Job vacancy trend for Data Modelling in Northamptonshire

Data Modelling
Contractor Daily Rate Trend in Northamptonshire

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

Contractor daily rate trend for Data Modelling in Northamptonshire

Data Modelling
Contractor Daily Rate Histogram in Northamptonshire

The daily rate distribution of IT jobs citing Data Modelling in Northamptonshire over the 6 months to 11 December 2018.

Contractor daily rate histogram for Data Modelling 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 6 months to 11 December 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
Northampton +8 25 £425 +6.25% 3
Data Modelling
East Midlands

For the 6 months to 11 December 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 Northamptonshire region with a requirement for Data Modelling.

1 12 (36.36%) Agile Software Development
2 9 (27.27%) Analytics
3 7 (21.21%) Data Architecture
3 7 (21.21%) Appian
4 6 (18.18%) ERP
4 6 (18.18%) Migration
4 6 (18.18%) Supply Chain Management
4 6 (18.18%) Data Migration
5 5 (15.15%) Apache Cassandra
5 5 (15.15%) Master Data Management
5 5 (15.15%) Data Structures
5 5 (15.15%) Data Centre
5 5 (15.15%) Cisco IOS
5 5 (15.15%) Finance
5 5 (15.15%) Unix
5 5 (15.15%) LAN
5 5 (15.15%) WAN
5 5 (15.15%) VPN
5 5 (15.15%) Firewall
5 5 (15.15%) Cisco
6 4 (12.12%) Microsoft
6 4 (12.12%) SAN
6 4 (12.12%) Shell Script
6 4 (12.12%) OSPF
6 4 (12.12%) BGP
6 4 (12.12%) Configuration Management
6 4 (12.12%) EIGRP
6 4 (12.12%) SAS
6 4 (12.12%) SQL
6 4 (12.12%) SQL Server

Data Modelling
Co-occurring 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 (21.21%) Appian
2 4 (12.12%) SAS
Cloud Services
1 3 (9.09%) Microsoft Azure
Communications & Networking
1 5 (15.15%) Cisco IOS
1 5 (15.15%) Firewall
1 5 (15.15%) LAN
1 5 (15.15%) VPN
1 5 (15.15%) WAN
2 4 (12.12%) BGP
2 4 (12.12%) EIGRP
2 4 (12.12%) OSPF
2 4 (12.12%) SAN
3 3 (9.09%) Ethernet
4 1 (3.03%) Network Security
Database & Business Intelligence
1 5 (15.15%) Apache Cassandra
2 4 (12.12%) SQL Server
2 4 (12.12%) SQL Server Analysis Services
2 4 (12.12%) SQL Server Integration Services
2 4 (12.12%) SSDT
3 3 (9.09%) OLAP
3 3 (9.09%) Power BI
3 3 (9.09%) SQL Server Reporting Services
4 2 (6.06%) Hadoop
5 1 (3.03%) SAS Data Integration Studio
5 1 (3.03%) SAS Enterprise Guide
Development Applications
1 4 (12.12%) Git (software)
1 4 (12.12%) Subversion
General
1 5 (15.15%) Finance
2 3 (9.09%) Banking
3 1 (3.03%) Investment Banking
3 1 (3.03%) Retail Banking
Job Titles
1 12 (36.36%) Architect
2 7 (21.21%) Data Architect
2 7 (21.21%) Designer
2 7 (21.21%) Solutions Designer
3 5 (15.15%) Network Architect
4 4 (12.12%) Cassandra DBA
4 4 (12.12%) DBA
5 3 (9.09%) Data Manager
6 2 (6.06%) Analyst
6 2 (6.06%) Data Migration Architect
6 2 (6.06%) Migration Architect
7 1 (3.03%) Business Analyst
7 1 (3.03%) Digital Analyst
7 1 (3.03%) Digital Business Analyst
7 1 (3.03%) Enterprise Data Architect
7 1 (3.03%) Hyper-V Architect
7 1 (3.03%) Project Manager
7 1 (3.03%) SAS Modeller
7 1 (3.03%) Teradata Analyst
7 1 (3.03%) VMware Architect
Miscellaneous
1 5 (15.15%) Data Centre
1 5 (15.15%) Data Structures
2 3 (9.09%) Client/Server
2 3 (9.09%) Management Information System
3 2 (6.06%) Analytical Skills
4 1 (3.03%) Credit Risk
Operating Systems
1 5 (15.15%) Unix
2 4 (12.12%) Linux
3 3 (9.09%) Windows
Processes & Methodologies
1 12 (36.36%) Agile Software Development
2 9 (27.27%) Analytics
3 7 (21.21%) Data Architecture
4 6 (18.18%) Data Migration
4 6 (18.18%) ERP
4 6 (18.18%) Migration
4 6 (18.18%) Supply Chain Management
5 5 (15.15%) Master Data Management
6 4 (12.12%) Configuration Management
6 4 (12.12%) Logical Data Model
6 4 (12.12%) Low Latency
6 4 (12.12%) Risk Management
7 3 (9.09%) Artificial Intelligence
7 3 (9.09%) Change Management
7 3 (9.09%) CRM
7 3 (9.09%) Machine Learning
7 3 (9.09%) Matrix Organization
7 3 (9.09%) Project Management
7 3 (9.09%) User Acceptance Testing
8 2 (6.06%) Problem-Solving
Programming Languages
1 4 (12.12%) Python
1 4 (12.12%) Shell Script
1 4 (12.12%) SQL
Qualifications
1 2 (6.06%) Degree
Quality Assurance & Compliance
1 1 (3.03%) Data Quality
1 1 (3.03%) IAS 39
1 1 (3.03%) IFRS
1 1 (3.03%) IFRS 9
System Software
1 4 (12.12%) Hyper-V
1 4 (12.12%) VMware Infrastructure
Systems Management
1 4 (12.12%) Ansible
1 4 (12.12%) Opscode Chef
1 4 (12.12%) Puppet
Vendors
1 5 (15.15%) Cisco
2 4 (12.12%) Microsoft
2 4 (12.12%) VMware
3 3 (9.09%) Juniper
3 3 (9.09%) Teradata
4 1 (3.03%) Oracle