Period
to 20 January 2018

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 January 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 > Nottinghamshire
6 months to
20 Jan 2018
Same period 2017 Same period 2016
Rank 45 52 59
Rank change year-on-year +7 +7 -7
Contract jobs citing Data Modelling 31 29 12
As % of all contract IT jobs advertised in Nottinghamshire 3.31% 3.21% 1.30%
As % of the Processes & Methodologies category 3.84% 3.73% 1.60%
Number of daily rates quoted 16 26 10
Nottinghamshire median daily rate £438 £394 £363
Median daily rate % change year-on-year +11.11% +8.62% -30.95%
10th Percentile £313 £313 £320
90th Percentile £544 £514 £449
East Midlands median daily rate £438 £375 £381
% change year-on-year +16.67% -1.64% -15.28%
Number of hourly rates quoted 0 0 1
Nottinghamshire median hourly rate - - £43.75
East Midlands median hourly rate - - £43.75

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 808 778 750
As % of all contract IT jobs advertised in Nottinghamshire 86.32% 86.16% 81.17%
Number of daily rates quoted 533 446 457
Nottinghamshire median daily rate £413 £396 £375
Median daily rate % change year-on-year +4.10% +5.67% +0.67%
10th Percentile £278 £272 £255
90th Percentile £575 £538 £521
East Midlands median daily rate £400 £385 £375
% change year-on-year +3.90% +2.67% -
Number of hourly rates quoted 23 20 21
Nottinghamshire median hourly rate £13.23 £12.75 £14.40
Median hourly rate % change year-on-year +3.73% -11.46% -17.71%
10th Percentile £9.31 £9.95 £11.00
90th Percentile £24.05 £25.35 £22.50
East Midlands median hourly rate £15.75 £14.50 £16.06
% change year-on-year +8.62% -9.69% -2.70%

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 January 2018.

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 January 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
Nottingham +6 30 £400 +6.67%
Data Modelling
East Midlands

For the 6 months to 20 January 2018, 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 24 (77.42%) Agile Software Development
2 21 (67.74%) Scrum
3 17 (54.84%) UML
4 15 (48.39%) OO
5 12 (38.71%) User Stories
6 11 (35.48%) Logical Data Model
6 11 (35.48%) Stakeholder Management
6 11 (35.48%) Management Information System
7 9 (29.03%) Business Analysis
7 9 (29.03%) Requirements Analysis
8 8 (25.81%) Information Management
8 8 (25.81%) Finance
8 8 (25.81%) Test Planning
9 7 (22.58%) Portfolio Management
9 7 (22.58%) Product Management
9 7 (22.58%) SDLC
9 7 (22.58%) Change Management
9 7 (22.58%) Strategic Thinking
10 6 (19.35%) User Acceptance Testing
11 5 (16.13%) User Experience
12 4 (12.90%) Business Intelligence
12 4 (12.90%) Service Delivery
12 4 (12.90%) SQL
12 4 (12.90%) Migration
12 4 (12.90%) Extreme Programming
12 4 (12.90%) Retail
12 4 (12.90%) Continuous Delivery
12 4 (12.90%) Feasibility Study
12 4 (12.90%) Use Case
12 4 (12.90%) DevOps

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:

Application Platforms
1 2 (6.45%) Confluence
Applications
1 1 (3.23%) Microsoft Excel
Database & Business Intelligence
1 2 (6.45%) Data Warehouse
1 2 (6.45%) PowerCenter
1 2 (6.45%) SQL Server
1 2 (6.45%) SQL Server Integration Services
2 1 (3.23%) Microsoft Analysis Services
2 1 (3.23%) SQL Server 2014
2 1 (3.23%) SQL Server Analysis Services
2 1 (3.23%) SQL Server Reporting Services
Development Applications
1 2 (6.45%) JIRA
2 1 (3.23%) Subversion
General
1 8 (25.81%) Finance
2 4 (12.90%) Retail
3 3 (9.68%) Marketing
4 2 (6.45%) Pharmaceutical
5 1 (3.23%) Electronics
5 1 (3.23%) Manufacturing
5 1 (3.23%) Telecoms
Job Titles
1 20 (64.52%) Analyst
1 20 (64.52%) Business Analyst
2 8 (25.81%) Agile Business Analyst
3 5 (16.13%) Architect
4 2 (6.45%) Data Architect
4 2 (6.45%) Data Business Analyst
4 2 (6.45%) Digital Analyst
4 2 (6.45%) Digital Business Analyst
4 2 (6.45%) Informatica Architect
4 2 (6.45%) Senior Analyst
4 2 (6.45%) Senior Business Analyst
5 1 (3.23%) Business Intelligence Architect
5 1 (3.23%) Compliance Analyst
5 1 (3.23%) Compliance Business Analyst
5 1 (3.23%) ETL Architect
5 1 (3.23%) Marketing Business Analyst
5 1 (3.23%) Migration Analyst
5 1 (3.23%) Payments Business Analyst
5 1 (3.23%) SSRS Report Writer
5 1 (3.23%) TOGAF Architect
Libraries, Frameworks & Software Standards
1 1 (3.23%) Ajax
1 1 (3.23%) MDX
1 1 (3.23%) XML
1 1 (3.23%) XSL
1 1 (3.23%) XSLT
Miscellaneous
1 11 (35.48%) Management Information System
2 5 (16.13%) User Experience
3 1 (3.23%) Analytical Skills
3 1 (3.23%) Computer Science
3 1 (3.23%) Credit Risk
Processes & Methodologies
1 24 (77.42%) Agile Software Development
2 21 (67.74%) Scrum
3 17 (54.84%) UML
4 15 (48.39%) OO
5 12 (38.71%) User Stories
6 11 (35.48%) Logical Data Model
6 11 (35.48%) Stakeholder Management
7 9 (29.03%) Business Analysis
7 9 (29.03%) Requirements Analysis
8 8 (25.81%) Information Management
8 8 (25.81%) Test Planning
9 7 (22.58%) Change Management
9 7 (22.58%) Portfolio Management
9 7 (22.58%) Product Management
9 7 (22.58%) SDLC
9 7 (22.58%) Strategic Thinking
10 6 (19.35%) User Acceptance Testing
11 4 (12.90%) Continuous Delivery
11 4 (12.90%) DevOps
11 4 (12.90%) Use Case
Programming Languages
1 4 (12.90%) SQL
2 2 (6.45%) C#
2 2 (6.45%) C++
2 2 (6.45%) Java
2 2 (6.45%) Perl
2 2 (6.45%) PL/SQL
2 2 (6.45%) Python
3 1 (3.23%) T-SQL
Qualifications
1 1 (3.23%) Degree
1 1 (3.23%) ISEB
Quality Assurance & Compliance
1 2 (6.45%) GDPR
2 1 (3.23%) 21 CFR Part 11
2 1 (3.23%) CDISC
2 1 (3.23%) Data Quality
2 1 (3.23%) GxP
2 1 (3.23%) HL7
2 1 (3.23%) PCI DSS
Vendors
1 3 (9.68%) Oracle
2 2 (6.45%) Informatica
2 2 (6.45%) ServiceNow
3 1 (3.23%) SAP