Period
to 20 November 2017

The following table provides summary statistics for contract job vacancies advertised in Nottinghamshire 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 20 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
East Midlands > Nottinghamshire
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 50 53 61
Rank change year-on-year +3 +8 -10
Contract jobs citing Data Modelling 28 31 16
As % of all contract IT jobs advertised in Nottinghamshire 2.94% 3.22% 1.69%
As % of the Processes & Methodologies category 3.44% 3.76% 2.06%
Number of daily rates quoted 19 25 11
Nottinghamshire median daily rate £475 £385 £400
Median daily rate % change year-on-year +23.38% -3.75% -13.51%
10th Percentile £355 £313 £350
90th Percentile £601 £433 £475
East Midlands median daily rate £475 £375 £408
% change year-on-year +26.67% -7.98% +5.84%
Number of hourly rates quoted 0 0 0
Nottinghamshire 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 Nottinghamshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Nottinghamshire
Contract vacancies with a requirement for process or methodology skills 814 824 775
As % of all contract IT jobs advertised in Nottinghamshire 85.41% 85.57% 81.92%
Number of daily rates quoted 536 436 496
Nottinghamshire median daily rate £400 £400 £375
Median daily rate % change year-on-year - +6.67% -
10th Percentile £275 £281 £227
90th Percentile £566 £550 £500
East Midlands median daily rate £400 £400 £375
% change year-on-year - +6.67% -
Number of hourly rates quoted 29 17 20
Nottinghamshire median hourly rate £13.23 £12.50 £14.70
Median hourly rate % change year-on-year +5.80% -14.97% -13.53%
10th Percentile £9.00 £9.14 £11.00
90th Percentile £28.50 £24.30 £48.88
East Midlands median hourly rate £15.50 £14.00 £16.20
% change year-on-year +10.71% -13.58% +4.52%

Data Modelling
Job Vacancy Trend in Nottinghamshire

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

Job vacancy trend for Data Modelling in Nottinghamshire

Data Modelling
Contractor Daily Rate Trend in Nottinghamshire

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

Contractor daily rate trend for Data Modelling in Nottinghamshire

Data Modelling
Contractor Daily Rate Histogram in Nottinghamshire

The daily rate distribution of IT jobs citing Data Modelling in Nottinghamshire over the 6 months to 20 November 2017.

Contractor daily rate histogram for Data Modelling in Nottinghamshire

Data Modelling
Contractor Hourly Rate Trend in Nottinghamshire

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

Contractor hourly rate trend for Data Modelling in Nottinghamshire

Data Modelling
Contract Job Locations in Nottinghamshire

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 Nottinghamshire region over the 6 months to 20 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
Nottingham -3 27 £445 +18.67% 1
Data Modelling
East Midlands

For the 6 months to 20 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 Nottinghamshire region with a requirement for Data Modelling.

1 17 (60.71%) Agile Software Development
2 13 (46.43%) Stakeholder Management
2 13 (46.43%) Logical Data Model
3 11 (39.29%) Scrum
4 9 (32.14%) Requirements Analysis
5 8 (28.57%) TOGAF
6 7 (25.00%) Business Analysis
6 7 (25.00%) Finance
6 7 (25.00%) Change Management
6 7 (25.00%) Strategic Thinking
7 6 (21.43%) UML
7 6 (21.43%) Extreme Programming
7 6 (21.43%) Retail
7 6 (21.43%) User Acceptance Testing
8 5 (17.86%) Data Architecture
8 5 (17.86%) OO
8 5 (17.86%) ETL
8 5 (17.86%) Service Delivery
8 5 (17.86%) Data Strategy
8 5 (17.86%) Mentoring
8 5 (17.86%) SDLC
8 5 (17.86%) User Stories
9 4 (14.29%) SQL
9 4 (14.29%) Information Management
9 4 (14.29%) Management Information System
10 3 (10.71%) Enterprise Architecture
10 3 (10.71%) Oracle
10 3 (10.71%) Web Services
10 3 (10.71%) Service Management
10 3 (10.71%) ITSM

Data Modelling
Co-occurring IT Skills in Nottinghamshire 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:

Applications
1 1 (3.57%) Microsoft Excel
Database & Business Intelligence
1 3 (10.71%) Data Warehouse
2 2 (7.14%) PowerCenter
3 1 (3.57%) SQL Server
3 1 (3.57%) SQL Server 2014
3 1 (3.57%) SQL Server Integration Services
Development Applications
1 1 (3.57%) Subversion
General
1 7 (25.00%) Finance
2 6 (21.43%) Retail
3 2 (7.14%) Marketing
3 2 (7.14%) Pharmaceutical
Job Titles
1 13 (46.43%) Analyst
1 13 (46.43%) Business Analyst
2 11 (39.29%) Architect
3 5 (17.86%) Data Architect
4 4 (14.29%) Agile Business Analyst
4 4 (14.29%) Senior Architect
4 4 (14.29%) Senior Data Architect
5 3 (10.71%) Solutions Architect
6 2 (7.14%) Informatica Architect
6 2 (7.14%) TOGAF Architect
7 1 (3.57%) Compliance Analyst
7 1 (3.57%) Compliance Business Analyst
7 1 (3.57%) Data Business Analyst
7 1 (3.57%) Digital Architect
7 1 (3.57%) Migration Analyst
7 1 (3.57%) Payments Analyst
7 1 (3.57%) Payments Business Analyst
7 1 (3.57%) PCI DSS Security Analyst
7 1 (3.57%) Security Compliance Analyst
7 1 (3.57%) Senior Digital Architect
Libraries, Frameworks & Software Standards
1 3 (10.71%) Web Services
2 1 (3.57%) Ajax
2 1 (3.57%) XML
2 1 (3.57%) XSL
2 1 (3.57%) XSLT
Miscellaneous
1 4 (14.29%) Management Information System
2 2 (7.14%) Analytical Skills
3 1 (3.57%) Computer Science
3 1 (3.57%) Credit Risk
3 1 (3.57%) Reference Data
Processes & Methodologies
1 17 (60.71%) Agile Software Development
2 13 (46.43%) Logical Data Model
2 13 (46.43%) Stakeholder Management
3 11 (39.29%) Scrum
4 9 (32.14%) Requirements Analysis
5 8 (28.57%) TOGAF
6 7 (25.00%) Business Analysis
6 7 (25.00%) Change Management
6 7 (25.00%) Strategic Thinking
7 6 (21.43%) Extreme Programming
7 6 (21.43%) UML
7 6 (21.43%) User Acceptance Testing
8 5 (17.86%) Data Architecture
8 5 (17.86%) Data Strategy
8 5 (17.86%) ETL
8 5 (17.86%) Mentoring
8 5 (17.86%) OO
8 5 (17.86%) SDLC
8 5 (17.86%) Service Delivery
8 5 (17.86%) User Stories
Programming Languages
1 4 (14.29%) SQL
2 2 (7.14%) C#
2 2 (7.14%) C++
2 2 (7.14%) Java
2 2 (7.14%) Perl
2 2 (7.14%) PL/SQL
2 2 (7.14%) Python
Quality Assurance & Compliance
1 2 (7.14%) Data Quality
2 1 (3.57%) 21 CFR Part 11
2 1 (3.57%) CDISC
2 1 (3.57%) GxP
2 1 (3.57%) HL7
2 1 (3.57%) PCI DSS
Vendors
1 3 (10.71%) Oracle
2 2 (7.14%) Informatica
2 2 (7.14%) ServiceNow