Period
to 25 April 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 25 April 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
25 Apr 2018
Same period 2017 Same period 2016
Rank 63 58 50
Rank change year-on-year -5 -8 0
Contract jobs citing Data Modelling 21 14 26
As % of all contract IT jobs advertised in Nottinghamshire 2.14% 1.79% 2.54%
As % of the Processes & Methodologies category 2.45% 2.09% 3.02%
Number of daily rates quoted 9 11 21
Nottinghamshire median daily rate £475 £390 £425
Median daily rate % change year-on-year +21.79% -8.24% +23.19%
10th Percentile £320 £281 £320
90th Percentile £495 £514 £525
East Midlands median daily rate £430 £400 £375
% change year-on-year +7.50% +6.67% -11.76%
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 856 671 862
As % of all contract IT jobs advertised in Nottinghamshire 87.35% 85.70% 84.10%
Number of daily rates quoted 531 387 469
Nottinghamshire median daily rate £413 £375 £383
Median daily rate % change year-on-year +10.00% -1.96% +2.00%
10th Percentile £275 £260 £244
90th Percentile £588 £533 £575
East Midlands median daily rate £400 £379 £375
% change year-on-year +5.68% +0.93% +2.74%
Number of hourly rates quoted 22 15 16
Nottinghamshire median hourly rate £14.50 £18.50 £15.75
Median hourly rate % change year-on-year -21.62% +17.46% -4.55%
10th Percentile £10.34 £10.38 £13.00
90th Percentile £43.98 £25.00 £21.25
East Midlands median hourly rate £15.93 £14.50 £17.50
% change year-on-year +9.86% -17.14% +6.06%

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 25 April 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 25 April 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 -1 20 £475 +21.79% 4
Data Modelling
East Midlands

For the 6 months to 25 April 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 Nottinghamshire region with a requirement for Data Modelling.

1 14 (66.67%) Scrum
1 14 (66.67%) Agile Software Development
2 13 (61.90%) UML
3 12 (57.14%) OO
4 9 (42.86%) Management Information System
4 9 (42.86%) User Stories
5 8 (38.10%) Test Planning
6 7 (33.33%) Portfolio Management
6 7 (33.33%) Product Management
7 6 (28.57%) Information Management
8 5 (23.81%) Business Analysis
8 5 (23.81%) User Experience
9 4 (19.05%) DevOps
9 4 (19.05%) Continuous Delivery
9 4 (19.05%) SDLC
9 4 (19.05%) Scaled Agile Framework
9 4 (19.05%) Decision-Making
9 4 (19.05%) Finance
9 4 (19.05%) Business Intelligence
10 3 (14.29%) Change Management
10 3 (14.29%) Requirements Analysis
10 3 (14.29%) User Acceptance Testing
10 3 (14.29%) Feasibility Study
10 3 (14.29%) Analytics
10 3 (14.29%) Strategic Thinking
10 3 (14.29%) Stakeholder Management
10 3 (14.29%) Logical Data Model
10 3 (14.29%) Process Improvement
11 2 (9.52%) Data Analysis Expressions (DAX)
11 2 (9.52%) Analytical Skills

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 (9.52%) Confluence
Database & Business Intelligence
1 2 (9.52%) Power BI
2 1 (4.76%) Apache Hive
2 1 (4.76%) Big Data
2 1 (4.76%) Cloudera CDH
2 1 (4.76%) Hadoop
2 1 (4.76%) Impala
2 1 (4.76%) Microsoft Analysis Services
2 1 (4.76%) SQL Server
2 1 (4.76%) SQL Server Analysis Services
2 1 (4.76%) SQL Server Integration Services
2 1 (4.76%) SQL Server Reporting Services
Development Applications
1 2 (9.52%) JIRA
General
1 4 (19.05%) Finance
2 2 (9.52%) Marketing
3 1 (4.76%) Electronics
3 1 (4.76%) Law
3 1 (4.76%) Manufacturing
3 1 (4.76%) Telecoms
Job Titles
1 13 (61.90%) Analyst
2 12 (57.14%) Business Analyst
3 6 (28.57%) Agile Business Analyst
4 2 (9.52%) Architect
4 2 (9.52%) Business Intelligence Architect
4 2 (9.52%) Data Business Analyst
4 2 (9.52%) Digital Analyst
4 2 (9.52%) Digital Business Analyst
4 2 (9.52%) Senior Analyst
4 2 (9.52%) Senior Business Analyst
5 1 (4.76%) Agile Project Manager
5 1 (4.76%) Big Data Developer
5 1 (4.76%) Data Analyst
5 1 (4.76%) Developer
5 1 (4.76%) Engineering Manager
5 1 (4.76%) Marketing Business Analyst
5 1 (4.76%) Project Manager
5 1 (4.76%) Senior Manager
5 1 (4.76%) Senior Project Manager
5 1 (4.76%) SSRS Report Writer
Libraries, Frameworks & Software Standards
1 1 (4.76%) MDX
Miscellaneous
1 9 (42.86%) Management Information System
2 5 (23.81%) User Experience
3 2 (9.52%) Analytical Skills
Operating Systems
1 1 (4.76%) Linux
Processes & Methodologies
1 14 (66.67%) Agile Software Development
1 14 (66.67%) Scrum
2 13 (61.90%) UML
3 12 (57.14%) OO
4 9 (42.86%) User Stories
5 8 (38.10%) Test Planning
6 7 (33.33%) Portfolio Management
6 7 (33.33%) Product Management
7 6 (28.57%) Information Management
8 5 (23.81%) Business Analysis
9 4 (19.05%) Business Intelligence
9 4 (19.05%) Continuous Delivery
9 4 (19.05%) Decision-Making
9 4 (19.05%) DevOps
9 4 (19.05%) Scaled Agile Framework
9 4 (19.05%) SDLC
10 3 (14.29%) Analytics
10 3 (14.29%) Feasibility Study
10 3 (14.29%) Logical Data Model
10 3 (14.29%) Strategic Thinking
Programming Languages
1 2 (9.52%) Data Analysis Expressions (DAX)
2 1 (4.76%) Scala
2 1 (4.76%) SQL
2 1 (4.76%) T-SQL
Qualifications
1 1 (4.76%) Degree
1 1 (4.76%) ISEB
Quality Assurance & Compliance
1 2 (9.52%) GDPR
Vendors
1 1 (4.76%) Ariba
1 1 (4.76%) Cloudera
1 1 (4.76%) SAP