The following table provides summary statistics for permanent job vacancies advertised in Nottinghamshire with a requirement for Data Modelling skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Modelling over the 3 months to 27 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
27 Mar 2017
Same period 2016 Same period 2015
Data Modelling
East Midlands / Nottinghamshire
Rank 80 68 75
Rank change year-on-year -12 +7  
Permanent jobs citing Data Modelling 11 30 28
As % of all permanent IT jobs advertised in Nottinghamshire 1.08% 2.73% 2.25%
As % of the Processes & Methodologies category 1.21% 3.08% 2.59%
Number of salaries quoted 8 25 24
Median salary £48,750 £52,500 £40,857
Median salary % change year-on-year -7.14% +28.49%  
90% offered a salary of more than £42,000 £37,500 £27,500
10% offered a salary of more than £57,750 £62,000 £51,000
UK excluding London median salary £50,000 £47,500 £47,500
% change year-on-year +5.26% -  

Data Modelling is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Nottinghamshire with a requirement for process and methodology skills.

Process & Methodology Skills
Nottinghamshire
Permanent job vacancies with a requirement for process and methodology skills 912 975 1082
As % of all permanent IT job vacancies advertised in Nottinghamshire 89.59% 88.72% 87.12%
Number of salaries quoted 719 713 813
Median salary £45,000 £40,000 £40,000
Median salary % change year-on-year +12.50% -  
90% offered a salary of more than £30,500 £27,500 £27,500
10% offered a salary of more than £62,500 £55,300 £57,500
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Data Modelling
Job Vacancy Trend in Nottinghamshire

The job posting trend of jobs advertised in Nottinghamshire citing Data Modelling as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Modelling in Nottinghamshire

Data Modelling
Salary Trend in Nottinghamshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Modelling in Nottinghamshire.

Salary trend for Data Modelling in Nottinghamshire

Data Modelling
Salary Histogram in Nottinghamshire

The salary distribution of IT jobs citing Data Modelling in Nottinghamshire over the 3 months to 27 March 2017.

Salary histogram for Data Modelling in Nottinghamshire

Data Modelling
Job Locations in Nottinghamshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Modelling within the Nottinghamshire region over the 3 months to 27 March 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Nottingham -9 10 £50,000 -4.76% 1
Mansfield - 1 £35,000 -
Data Modelling
East Midlands

Data Modelling
Top 30 Related IT Skills in Nottinghamshire

For the 6 months to 27 March 2017, IT 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 job ads across the Nottinghamshire region with a requirement for Data Modelling.

1 10 (47.62%) Agile Software Development
2 7 (33.33%) SQL
2 7 (33.33%) SQL Server
2 7 (33.33%) Data Warehouse
3 6 (28.57%) T-SQL
3 6 (28.57%) Scrum
3 6 (28.57%) SQL Server Reporting Services
3 6 (28.57%) SQL Server Integration Services
3 6 (28.57%) SQL Server Analysis Services
3 6 (28.57%) Kimball Methodology
3 6 (28.57%) Analytics
4 5 (23.81%) Business Intelligence
5 4 (19.05%) Salesforce.com
5 4 (19.05%) Web Services
5 4 (19.05%) JavaScript
5 4 (19.05%) CRM
5 4 (19.05%) ETL
5 4 (19.05%) Enterprise Architecture
5 4 (19.05%) Degree
5 4 (19.05%) Business Analysis
5 4 (19.05%) Finance
5 4 (19.05%) Data Management
5 4 (19.05%) jQuery
5 4 (19.05%) Data Architecture
5 4 (19.05%) Visualforce
5 4 (19.05%) Apex Code
5 4 (19.05%) Data Structures
5 4 (19.05%) SOQL
6 3 (14.29%) Mentoring
6 3 (14.29%) Coaching

Data Modelling
Top Related 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 1 (4.76%) SAS
Applications
1 1 (4.76%) MS Excel
1 1 (4.76%) SPSS
Business Applications
1 1 (4.76%) Dynamics AX
1 1 (4.76%) Eloqua
1 1 (4.76%) Salesforce.com CRM
Cloud Services
1 3 (14.29%) Force.com
Communications & Networking
1 1 (4.76%) Firewall
1 1 (4.76%) LAN
1 1 (4.76%) TCP/IP
1 1 (4.76%) VLAN
1 1 (4.76%) WAN
Database & Business Intelligence
1 7 (33.33%) Data Warehouse
1 7 (33.33%) SQL Server
2 6 (28.57%) SQL Server Analysis Services
2 6 (28.57%) SQL Server Integration Services
2 6 (28.57%) SQL Server Reporting Services
3 1 (4.76%) BusinessObjects
3 1 (4.76%) Data Mining
3 1 (4.76%) GIS
3 1 (4.76%) PostgreSQL
3 1 (4.76%) SQL Server 2008
Development Applications
1 3 (14.29%) Ant
1 3 (14.29%) Eclipse
2 2 (9.52%) Octopus Deploy
2 2 (9.52%) Ranorex
2 2 (9.52%) TeamCity
General
1 4 (19.05%) Finance
2 2 (9.52%) Retail
3 1 (4.76%) Legal
3 1 (4.76%) Manufacturing
3 1 (4.76%) Pharmaceutical
Job Titles
1 10 (47.62%) Developer
2 7 (33.33%) Architect
3 6 (28.57%) Data Warehouse Developer
4 4 (19.05%) Enterprise Architect
5 3 (14.29%) Senior Developer
6 2 (9.52%) Analyst
6 2 (9.52%) Business Analyst
6 2 (9.52%) CRM Architect
6 2 (9.52%) Data Architect
6 2 (9.52%) Salesforce Architect
6 2 (9.52%) Salesforce Developer
6 2 (9.52%) SQL Developer
7 1 (4.76%) Analytics Manager
7 1 (4.76%) CRM Developer
7 1 (4.76%) IT Engineer
7 1 (4.76%) PostgreSQL Developer
7 1 (4.76%) Senior Business Intelligence Developer
7 1 (4.76%) Senior Salesforce Developer
7 1 (4.76%) SQL Server Data Warehouse Developer
7 1 (4.76%) VMware Engineer
Libraries, Frameworks & Software Standards
1 4 (19.05%) jQuery
1 4 (19.05%) Visualforce
1 4 (19.05%) Web Services
2 3 (14.29%) REST
2 3 (14.29%) SOAP
3 1 (4.76%) Mason
Miscellaneous
1 4 (19.05%) Data Structures
2 1 (4.76%) Analytical Skills
2 1 (4.76%) Data Centre
2 1 (4.76%) Driving Licence
Processes & Methodologies
1 10 (47.62%) Agile Software Development
2 6 (28.57%) Analytics
2 6 (28.57%) Kimball Methodology
2 6 (28.57%) Scrum
3 5 (23.81%) Business Intelligence
4 4 (19.05%) Business Analysis
4 4 (19.05%) CRM
4 4 (19.05%) Data Architecture
4 4 (19.05%) Data Management
4 4 (19.05%) Enterprise Architecture
4 4 (19.05%) ETL
5 3 (14.29%) Coaching
5 3 (14.29%) Mentoring
5 3 (14.29%) TOGAF
6 2 (9.52%) Logical Data Model
6 2 (9.52%) Migration
6 2 (9.52%) Release Management
6 2 (9.52%) Software Engineering
6 2 (9.52%) Stakeholder Management
6 2 (9.52%) Workflow
Programming Languages
1 7 (33.33%) SQL
2 6 (28.57%) T-SQL
3 4 (19.05%) Apex Code
3 4 (19.05%) JavaScript
3 4 (19.05%) SOQL
4 1 (4.76%) R
Qualifications
1 4 (19.05%) Degree
System Software
1 1 (4.76%) VMware Infrastructure
Vendors
1 4 (19.05%) Salesforce.com
2 2 (9.52%) Tableau
3 1 (4.76%) Informatica
3 1 (4.76%) JD Edwards
3 1 (4.76%) Microsoft
3 1 (4.76%) Oracle
3 1 (4.76%) VMware