The following table provides summary statistics for permanent job vacancies advertised in Nottingham 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 29 March 2017 with a comparison to the same period in the previous 2 years.

Data Modelling
Nottinghamshire / Nottingham
3 months to
29 Mar 2017
Same period 2016 Same period 2015
Rank 75 62 78
Rank change year-on-year -13 +16  
Permanent jobs citing Data Modelling 10 30 27
As % of all permanent IT jobs advertised in Nottingham 1.19% 3.07% 2.35%
As % of the Processes & Methodologies category 1.33% 3.43% 2.70%
Number of salaries quoted 7 25 23
Median salary £50,000 £52,500 £40,857
Median salary % change year-on-year -4.76% +28.49%  
90% offered a salary of more than £46,500 £37,500 £27,500
10% offered a salary of more than £59,500 £62,000 £51,500
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 Nottingham with a requirement for process and methodology skills.

Process & Methodology Skills
Nottingham
Permanent job vacancies with a requirement for process and methodology skills 751 874 999
As % of all permanent IT job vacancies advertised in Nottingham 89.30% 89.46% 86.95%
Number of salaries quoted 627 627 738
Median salary £45,000 £41,000 £40,500
Median salary % change year-on-year +9.75% +1.23%  
90% offered a salary of more than £31,250 £27,500 £27,500
10% offered a salary of more than £65,000 £57,500 £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 Nottingham

The job posting trend of jobs advertised in Nottingham 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 Nottingham

Data Modelling
Salary Trend in Nottingham

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

Salary trend for Data Modelling in Nottingham

Data Modelling
Salary Histogram in Nottingham

The salary distribution of IT jobs citing Data Modelling in Nottingham over the 3 months to 29 March 2017.

Salary histogram for Data Modelling in Nottingham

For the 6 months to 29 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 Nottingham region with a requirement for Data Modelling.

1 10 (55.56%) Agile Software Development
2 7 (38.89%) SQL
2 7 (38.89%) SQL Server
2 7 (38.89%) Data Warehouse
3 6 (33.33%) T-SQL
3 6 (33.33%) Scrum
3 6 (33.33%) SQL Server Reporting Services
3 6 (33.33%) SQL Server Integration Services
3 6 (33.33%) SQL Server Analysis Services
3 6 (33.33%) Kimball Methodology
3 6 (33.33%) Analytics
4 4 (22.22%) Data Structures
4 4 (22.22%) Visualforce
4 4 (22.22%) Apex Code
4 4 (22.22%) SOQL
4 4 (22.22%) Data Architecture
4 4 (22.22%) Enterprise Architecture
4 4 (22.22%) jQuery
4 4 (22.22%) Business Analysis
4 4 (22.22%) Salesforce.com
4 4 (22.22%) Web Services
4 4 (22.22%) CRM
4 4 (22.22%) ETL
4 4 (22.22%) JavaScript
4 4 (22.22%) Business Intelligence
5 3 (16.67%) Eclipse
5 3 (16.67%) Ant
5 3 (16.67%) SOAP
5 3 (16.67%) Finance
5 3 (16.67%) Data Management

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:

Application Platforms
1 1 (5.56%) SAS
Applications
1 1 (5.56%) SPSS
Business Applications
1 1 (5.56%) Eloqua
1 1 (5.56%) Salesforce.com CRM
Cloud Services
1 3 (16.67%) Force.com
Database & Business Intelligence
1 7 (38.89%) Data Warehouse
1 7 (38.89%) SQL Server
2 6 (33.33%) SQL Server Analysis Services
2 6 (33.33%) SQL Server Integration Services
2 6 (33.33%) SQL Server Reporting Services
3 1 (5.56%) BusinessObjects
3 1 (5.56%) Data Mining
3 1 (5.56%) PostgreSQL
3 1 (5.56%) SQL Server 2008
Development Applications
1 3 (16.67%) Ant
1 3 (16.67%) Eclipse
2 2 (11.11%) Octopus Deploy
2 2 (11.11%) Ranorex
2 2 (11.11%) TeamCity
General
1 3 (16.67%) Finance
2 2 (11.11%) Retail
3 1 (5.56%) Legal
Job Titles
1 9 (50.00%) Developer
2 7 (38.89%) Architect
3 6 (33.33%) Data Warehouse Developer
4 4 (22.22%) Enterprise Architect
5 3 (16.67%) Senior Developer
6 2 (11.11%) CRM Architect
6 2 (11.11%) Data Architect
6 2 (11.11%) Salesforce Architect
6 2 (11.11%) Salesforce Developer
6 2 (11.11%) SQL Developer
7 1 (5.56%) Analytics Manager
7 1 (5.56%) Business Intelligence Developer
7 1 (5.56%) CRM Developer
7 1 (5.56%) Data Analytics Manager
7 1 (5.56%) Data Manager
7 1 (5.56%) PostgreSQL Developer
7 1 (5.56%) Senior Business Intelligence Developer
7 1 (5.56%) Senior Salesforce Developer
7 1 (5.56%) SQL Server Data Warehouse Developer
7 1 (5.56%) SQL Server Developer
Libraries, Frameworks & Software Standards
1 4 (22.22%) jQuery
1 4 (22.22%) Visualforce
1 4 (22.22%) Web Services
2 3 (16.67%) REST
2 3 (16.67%) SOAP
3 1 (5.56%) Mason
Miscellaneous
1 4 (22.22%) Data Structures
2 1 (5.56%) Analytical Skills
Processes & Methodologies
1 10 (55.56%) Agile Software Development
2 6 (33.33%) Analytics
2 6 (33.33%) Kimball Methodology
2 6 (33.33%) Scrum
3 4 (22.22%) Business Analysis
3 4 (22.22%) Business Intelligence
3 4 (22.22%) CRM
3 4 (22.22%) Data Architecture
3 4 (22.22%) Enterprise Architecture
3 4 (22.22%) ETL
4 3 (16.67%) Coaching
4 3 (16.67%) Data Management
4 3 (16.67%) Mentoring
4 3 (16.67%) TOGAF
5 2 (11.11%) Data Analytics
5 2 (11.11%) Logical Data Model
5 2 (11.11%) Process Improvement
5 2 (11.11%) Software Engineering
5 2 (11.11%) Stakeholder Management
5 2 (11.11%) Test Planning
Programming Languages
1 7 (38.89%) SQL
2 6 (33.33%) T-SQL
3 4 (22.22%) Apex Code
3 4 (22.22%) JavaScript
3 4 (22.22%) SOQL
4 1 (5.56%) R
Qualifications
1 3 (16.67%) Degree
Vendors
1 4 (22.22%) Salesforce.com
2 2 (11.11%) Tableau
3 1 (5.56%) Informatica
3 1 (5.56%) Oracle