Period
to 23 November 2017

The following table provides summary statistics for contract job vacancies advertised in Nottingham 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 23 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
Nottinghamshire > Nottingham
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 52 55 53
Rank change year-on-year +3 -2 -5
Contract jobs citing Data Modelling 29 25 15
As % of all contract IT jobs advertised in Nottingham 3.33% 2.83% 1.82%
As % of the Processes & Methodologies category 3.90% 3.26% 2.21%
Number of daily rates quoted 20 20 11
Nottingham median daily rate £445 £371 £400
Median daily rate % change year-on-year +19.87% -7.19% -23.81%
10th Percentile £325 £313 £350
90th Percentile £601 £464 £475
Nottinghamshire median daily rate £475 £380 £400
% change year-on-year +25.00% -5.00% -23.81%
Number of hourly rates quoted 0 0 0
Nottingham median hourly rate - - -
Nottinghamshire 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 Nottingham with a requirement for process or methodology skills.

All Process and Methodology Skills
Nottingham
Contract vacancies with a requirement for process or methodology skills 743 766 679
As % of all contract IT jobs advertised in Nottingham 85.40% 86.65% 82.50%
Number of daily rates quoted 503 402 457
Nottingham median daily rate £400 £400 £375
Median daily rate % change year-on-year -0.06% +6.73% +0.67%
10th Percentile £281 £288 £231
90th Percentile £563 £563 £500
Nottinghamshire median daily rate £400 £400 £375
% change year-on-year - +6.67% -
Number of hourly rates quoted 28 18 13
Nottingham median hourly rate £13.23 £12.75 £13.50
Median hourly rate % change year-on-year +3.73% -5.56% -22.86%
10th Percentile £9.00 £9.34 £11.00
90th Percentile £28.50 £22.55 £38.40
Nottinghamshire median hourly rate £13.23 £12.75 £14.40
% change year-on-year +3.73% -11.46% -17.71%

Data Modelling
Job Vacancy Trend in Nottingham

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

Job vacancy trend for Data Modelling in Nottingham

Data Modelling
Contractor Daily Rate Trend in Nottingham

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

Contractor daily rate trend for Data Modelling in Nottingham

Data Modelling
Contractor Daily Rate Histogram in Nottingham

The daily rate distribution of IT jobs citing Data Modelling in Nottingham over the 6 months to 23 November 2017.

Contractor daily rate histogram for Data Modelling in Nottingham

For the 6 months to 23 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 Nottingham region with a requirement for Data Modelling.

1 18 (62.07%) Agile Software Development
2 13 (44.83%) Stakeholder Management
2 13 (44.83%) Logical Data Model
3 12 (41.38%) Scrum
4 9 (31.03%) Requirements Analysis
5 8 (27.59%) TOGAF
5 8 (27.59%) Business Analysis
6 7 (24.14%) Finance
6 7 (24.14%) Change Management
6 7 (24.14%) UML
6 7 (24.14%) Strategic Thinking
7 6 (20.69%) OO
7 6 (20.69%) Extreme Programming
7 6 (20.69%) Retail
7 6 (20.69%) User Acceptance Testing
8 5 (17.24%) ETL
8 5 (17.24%) Service Delivery
8 5 (17.24%) Data Strategy
8 5 (17.24%) SDLC
8 5 (17.24%) User Stories
8 5 (17.24%) Mentoring
8 5 (17.24%) Data Architecture
9 4 (13.79%) SQL
9 4 (13.79%) Information Management
9 4 (13.79%) Management Information System
10 3 (10.34%) ITSM
10 3 (10.34%) Enterprise Architecture
10 3 (10.34%) Use Case
10 3 (10.34%) Oracle
10 3 (10.34%) Web Services

Data Modelling
Co-occurring IT Skills in Nottingham 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 (3.45%) Microsoft Excel
Database & Business Intelligence
1 3 (10.34%) Data Warehouse
2 2 (6.90%) PowerCenter
3 1 (3.45%) SQL Server
3 1 (3.45%) SQL Server 2014
3 1 (3.45%) SQL Server Integration Services
Development Applications
1 1 (3.45%) Subversion
General
1 7 (24.14%) Finance
2 6 (20.69%) Retail
3 2 (6.90%) Marketing
3 2 (6.90%) Pharmaceutical
Job Titles
1 14 (48.28%) Analyst
1 14 (48.28%) Business Analyst
2 11 (37.93%) Architect
3 5 (17.24%) Data Architect
4 4 (13.79%) Agile Business Analyst
4 4 (13.79%) Senior Architect
4 4 (13.79%) Senior Data Architect
5 3 (10.34%) Solutions Architect
6 2 (6.90%) Informatica Architect
6 2 (6.90%) TOGAF Architect
7 1 (3.45%) Business Intelligence Architect
7 1 (3.45%) Compliance Analyst
7 1 (3.45%) Data Business Analyst
7 1 (3.45%) Digital Architect
7 1 (3.45%) ETL Architect
7 1 (3.45%) Migration Analyst
7 1 (3.45%) Payments Analyst
7 1 (3.45%) Payments Business Analyst
7 1 (3.45%) Security Compliance Analyst
7 1 (3.45%) Senior Digital Architect
Libraries, Frameworks & Software Standards
1 3 (10.34%) Web Services
2 1 (3.45%) Ajax
2 1 (3.45%) XML
2 1 (3.45%) XSL
2 1 (3.45%) XSLT
Miscellaneous
1 4 (13.79%) Management Information System
2 2 (6.90%) Analytical Skills
3 1 (3.45%) Computer Science
3 1 (3.45%) Credit Risk
3 1 (3.45%) Reference Data
3 1 (3.45%) User Experience
Processes & Methodologies
1 18 (62.07%) Agile Software Development
2 13 (44.83%) Logical Data Model
2 13 (44.83%) Stakeholder Management
3 12 (41.38%) Scrum
4 9 (31.03%) Requirements Analysis
5 8 (27.59%) Business Analysis
5 8 (27.59%) TOGAF
6 7 (24.14%) Change Management
6 7 (24.14%) Strategic Thinking
6 7 (24.14%) UML
7 6 (20.69%) Extreme Programming
7 6 (20.69%) OO
7 6 (20.69%) User Acceptance Testing
8 5 (17.24%) Data Architecture
8 5 (17.24%) Data Strategy
8 5 (17.24%) ETL
8 5 (17.24%) Mentoring
8 5 (17.24%) SDLC
8 5 (17.24%) Service Delivery
8 5 (17.24%) User Stories
Programming Languages
1 4 (13.79%) SQL
2 2 (6.90%) C#
2 2 (6.90%) C++
2 2 (6.90%) Java
2 2 (6.90%) Perl
2 2 (6.90%) PL/SQL
2 2 (6.90%) Python
Quality Assurance & Compliance
1 2 (6.90%) Data Quality
2 1 (3.45%) 21 CFR Part 11
2 1 (3.45%) CDISC
2 1 (3.45%) GxP
2 1 (3.45%) HL7
2 1 (3.45%) PCI DSS
Vendors
1 3 (10.34%) Oracle
2 2 (6.90%) Informatica
2 2 (6.90%) ServiceNow