Period
to 17 July 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 17 July 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
17 Jul 2018
Same period 2017 Same period 2016
Rank 73 57 51
Rank change year-on-year -16 -6 -2
Contract jobs citing Data Modelling 9 18 29
As % of all contract IT jobs advertised in Nottinghamshire 1.03% 2.10% 2.70%
As % of the Processes & Methodologies category 1.18% 2.46% 3.10%
Number of daily rates quoted 8 15 22
Nottinghamshire median daily rate £400 £475 £425
Median daily rate % change year-on-year -15.79% +11.76% +13.33%
10th Percentile £318 £299 £359
90th Percentile £452 £593 £521
East Midlands median daily rate £400 £453 £400
% change year-on-year -11.60% +13.13% +1.59%
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 765 731 934
As % of all contract IT jobs advertised in Nottinghamshire 87.73% 85.40% 86.80%
Number of daily rates quoted 459 432 487
Nottinghamshire median daily rate £400 £388 £400
Median daily rate % change year-on-year +3.23% -3.13% +6.67%
10th Percentile £274 £256 £257
90th Percentile £564 £538 £625
East Midlands median daily rate £400 £400 £395
% change year-on-year - +1.27% +5.33%
Number of hourly rates quoted 21 22 14
Nottinghamshire median hourly rate £15.50 £18.18 £15.00
Median hourly rate % change year-on-year -14.72% +21.17% -33.33%
10th Percentile £9.52 £10.38 £11.95
90th Percentile £47.50 £26.88 £18.53
East Midlands median hourly rate £15.86 £16.55 £15.25
% change year-on-year -4.17% +8.52% -11.08%

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 17 July 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 17 July 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 -16 7 £400 -15.79% 1
Data Modelling
East Midlands

For the 6 months to 17 July 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 6 (66.67%) Business Intelligence
2 3 (33.33%) SAP
2 3 (33.33%) SQL
2 3 (33.33%) ETL
3 2 (22.22%) Analytical Skills
3 2 (22.22%) Power BI
3 2 (22.22%) Visualisation
3 2 (22.22%) Analytics
3 2 (22.22%) Data Analysis Expressions (DAX)
3 2 (22.22%) SQL Server Integration Services
3 2 (22.22%) Marketing
3 2 (22.22%) SQL Server Reporting Services
3 2 (22.22%) Data Analysis
3 2 (22.22%) Data Mapping
3 2 (22.22%) Management Information System
3 2 (22.22%) T-SQL
3 2 (22.22%) SQL Server
3 2 (22.22%) Finance
4 1 (11.11%) Law
4 1 (11.11%) Manufacturing
4 1 (11.11%) Stakeholder Management
4 1 (11.11%) Replication
4 1 (11.11%) Teradata
4 1 (11.11%) Programme Management
4 1 (11.11%) Agile Software Development
4 1 (11.11%) Retail
4 1 (11.11%) Data Management
4 1 (11.11%) Microsoft Analysis Services
4 1 (11.11%) Electronics
4 1 (11.11%) Telecoms

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:

Database & Business Intelligence
1 2 (22.22%) Power BI
1 2 (22.22%) SQL Server
1 2 (22.22%) SQL Server Integration Services
1 2 (22.22%) SQL Server Reporting Services
2 1 (11.11%) Apache Hive
2 1 (11.11%) Big Data
2 1 (11.11%) BusinessObjects
2 1 (11.11%) Cloudera CDH
2 1 (11.11%) Data Warehouse
2 1 (11.11%) Hadoop
2 1 (11.11%) Impala
2 1 (11.11%) Microsoft Analysis Services
2 1 (11.11%) QlikView
2 1 (11.11%) SQL Server Analysis Services
General
1 2 (22.22%) Finance
1 2 (22.22%) Marketing
2 1 (11.11%) Electronics
2 1 (11.11%) Law
2 1 (11.11%) Manufacturing
2 1 (11.11%) Retail
2 1 (11.11%) Telecoms
Job Titles
1 3 (33.33%) Analyst
2 2 (22.22%) Architect
2 2 (22.22%) Business Intelligence Architect
3 1 (11.11%) Big Data Developer
3 1 (11.11%) Business Analyst
3 1 (11.11%) Business Data Analyst
3 1 (11.11%) Data Analyst
3 1 (11.11%) Data Business Analyst
3 1 (11.11%) DBA
3 1 (11.11%) Developer
3 1 (11.11%) Report Writer
3 1 (11.11%) Senior DBA
3 1 (11.11%) Senior SQL DBA
3 1 (11.11%) Senior SQL Server DBA
3 1 (11.11%) SQL DBA
3 1 (11.11%) SQL Server DBA
3 1 (11.11%) SSRS Report Writer
3 1 (11.11%) Teradata Analyst
Libraries, Frameworks & Software Standards
1 1 (11.11%) MDX
Miscellaneous
1 2 (22.22%) Analytical Skills
1 2 (22.22%) Management Information System
2 1 (11.11%) Replication
Operating Systems
1 1 (11.11%) Linux
Processes & Methodologies
1 6 (66.67%) Business Intelligence
2 3 (33.33%) ETL
3 2 (22.22%) Analytics
3 2 (22.22%) Data Analysis
3 2 (22.22%) Data Mapping
3 2 (22.22%) Visualisation
4 1 (11.11%) Business Analysis
4 1 (11.11%) Data Extraction
4 1 (11.11%) Data Integration
4 1 (11.11%) Data Management
4 1 (11.11%) Digital Marketing
4 1 (11.11%) High Availability
4 1 (11.11%) ITIL
4 1 (11.11%) Performance Tuning
4 1 (11.11%) Process Improvement
4 1 (11.11%) SSADM
4 1 (11.11%) SWOT Analysis
4 1 (11.11%) UML
4 1 (11.11%) Use Case
4 1 (11.11%) User Acceptance Testing
Programming Languages
1 3 (33.33%) SQL
2 2 (22.22%) Data Analysis Expressions (DAX)
2 2 (22.22%) T-SQL
3 1 (11.11%) Python
3 1 (11.11%) Scala
Qualifications
1 1 (11.11%) Degree
1 1 (11.11%) ISEB
Vendors
1 3 (33.33%) SAP
2 1 (11.11%) Ariba
2 1 (11.11%) Cloudera
2 1 (11.11%) Teradata