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 24 June 2017 with a comparison to the same period in the previous 2 years.

Data Modelling
Nottinghamshire / Nottingham
3 months to
24 Jun 2017
Same period 2016 Same period 2015
Rank 75 80 77
Rank change year-on-year +5 -3  
Permanent jobs citing Data Modelling 10 9 25
As % of all permanent IT jobs advertised in Nottingham 1.08% 1.02% 2.05%
As % of the Processes & Methodologies category 1.24% 1.19% 2.28%
Number of salaries quoted 5 8 15
Median salary £50,000 £53,750 £47,500
Median salary % change year-on-year -6.97% +13.15%  
90% offered a salary of more than £37,500 £49,200 £30,500
10% offered a salary of more than £67,000 £57,500 £57,500
UK excluding London median salary £48,500 £47,500 £45,500
% change year-on-year +2.10% +4.39%  

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 808 758 1096
As % of all permanent IT job vacancies advertised in Nottingham 86.98% 86.23% 89.69%
Number of salaries quoted 697 601 882
Median salary £47,500 £45,000 £42,500
Median salary % change year-on-year +5.55% +5.88%  
90% offered a salary of more than £35,000 £27,500 £27,500
10% offered a salary of more than £70,000 £60,000 £60,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

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 24 June 2017.

Salary histogram for Data Modelling in Nottingham

For the 6 months to 24 June 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 (50.00%) SQL
2 9 (45.00%) Finance
2 9 (45.00%) Agile Software Development
3 8 (40.00%) Analytics
3 8 (40.00%) Data Warehouse
4 7 (35.00%) Stakeholder Management
5 6 (30.00%) Scrum
5 6 (30.00%) Change Management
5 6 (30.00%) ETL
5 6 (30.00%) Analytical Skills
6 4 (20.00%) Project Management
6 4 (20.00%) Informatica
6 4 (20.00%) SQL Server
6 4 (20.00%) Logical Data Model
6 4 (20.00%) Tableau
6 4 (20.00%) Data Quality
6 4 (20.00%) Data Analytics
6 4 (20.00%) Retail
6 4 (20.00%) Data Analysis
7 3 (15.00%) Business Analysis
7 3 (15.00%) SQL Server Integration Services
7 3 (15.00%) Billing
7 3 (15.00%) Data Management
7 3 (15.00%) SQL Server Reporting Services
7 3 (15.00%) Requirements Analysis
7 3 (15.00%) User Acceptance Testing
7 3 (15.00%) SQL Server Analysis Services
7 3 (15.00%) Time Management
7 3 (15.00%) Degree
7 3 (15.00%) Data Cleansing

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 (5.00%) Oracle Workflow
1 1 (5.00%) SAS
Applications
1 1 (5.00%) Microsoft Office
1 1 (5.00%) Microsoft Project
1 1 (5.00%) MS Visio
1 1 (5.00%) SPSS
Business Applications
1 3 (15.00%) Eloqua
2 1 (5.00%) Oracle EBS
Cloud Services
1 2 (10.00%) Force.com
1 2 (10.00%) Salesforce Service Cloud
Database & Business Intelligence
1 8 (40.00%) Data Warehouse
2 4 (20.00%) SQL Server
3 3 (15.00%) BusinessObjects
3 3 (15.00%) Data Mining
3 3 (15.00%) SQL Server Analysis Services
3 3 (15.00%) SQL Server Integration Services
3 3 (15.00%) SQL Server Reporting Services
4 1 (5.00%) Enterprise Data Warehouse
4 1 (5.00%) Oracle BI EE
4 1 (5.00%) Oracle BI Publisher
4 1 (5.00%) Oracle Database
4 1 (5.00%) Oracle Database 10g
4 1 (5.00%) Oracle Discoverer
4 1 (5.00%) Oracle Reports
4 1 (5.00%) Oracle9i Database
4 1 (5.00%) PostgreSQL
4 1 (5.00%) SAP BW
Development Applications
1 2 (10.00%) Ant
1 2 (10.00%) Eclipse
2 1 (5.00%) Octopus Deploy
2 1 (5.00%) Oracle Forms
2 1 (5.00%) Ranorex
2 1 (5.00%) TeamCity
2 1 (5.00%) Toad
General
1 9 (45.00%) Finance
2 4 (20.00%) Retail
3 3 (15.00%) Billing
Job Titles
1 6 (30.00%) Analyst
2 5 (25.00%) Developer
3 4 (20.00%) Architect
4 3 (15.00%) Analytics Manager
4 3 (15.00%) Business Analyst
4 3 (15.00%) Data Analyst
4 3 (15.00%) Data Analytics Manager
4 3 (15.00%) Data Manager
4 3 (15.00%) Data Warehouse Developer
4 3 (15.00%) Senior Developer
5 2 (10.00%) Data Architect
6 1 (5.00%) Administrator
6 1 (5.00%) PostgreSQL Developer
6 1 (5.00%) Report Specialist
6 1 (5.00%) Salesforce Architect
6 1 (5.00%) Senior Business Analyst
6 1 (5.00%) Senior Business Intelligence Developer
6 1 (5.00%) Senior Salesforce Developer
6 1 (5.00%) Solutions Architect
6 1 (5.00%) Technical Consultant
Libraries, Frameworks & Software Standards
1 3 (15.00%) Web Services
2 2 (10.00%) jQuery
2 2 (10.00%) REST
2 2 (10.00%) SOAP
2 2 (10.00%) Visualforce
3 1 (5.00%) HTML
3 1 (5.00%) Mason
3 1 (5.00%) XML
Miscellaneous
1 6 (30.00%) Analytical Skills
2 3 (15.00%) Smart Meter
3 2 (10.00%) Data Structures
Operating Systems
1 1 (5.00%) Unix
Processes & Methodologies
1 9 (45.00%) Agile Software Development
2 8 (40.00%) Analytics
3 7 (35.00%) Stakeholder Management
4 6 (30.00%) Change Management
4 6 (30.00%) ETL
4 6 (30.00%) Scrum
5 4 (20.00%) Data Analysis
5 4 (20.00%) Data Analytics
5 4 (20.00%) Logical Data Model
5 4 (20.00%) Project Management
6 3 (15.00%) Business Analysis
6 3 (15.00%) Data Architecture
6 3 (15.00%) Data Cleansing
6 3 (15.00%) Data Strategy
6 3 (15.00%) Kimball Methodology
6 3 (15.00%) Requirements Analysis
6 3 (15.00%) Requirements Engineering
6 3 (15.00%) Time Management
6 3 (15.00%) User Acceptance Testing
6 3 (15.00%) Visualisation
Programming Languages
1 10 (50.00%) SQL
2 3 (15.00%) T-SQL
3 2 (10.00%) Apex Code
3 2 (10.00%) JavaScript
3 2 (10.00%) SOQL
4 1 (5.00%) Java
4 1 (5.00%) PL/SQL
4 1 (5.00%) R
4 1 (5.00%) Shell Script
4 1 (5.00%) VBA
Qualifications
1 3 (15.00%) Degree
Quality Assurance & Compliance
1 4 (20.00%) Data Quality
2 1 (5.00%) PMO
Vendors
1 4 (20.00%) Informatica
1 4 (20.00%) Tableau
2 3 (15.00%) Siemens
3 2 (10.00%) Oracle
3 2 (10.00%) Salesforce.com
4 1 (5.00%) SAP
Nottingham, Nottinghamshire
HAYS INFORMATION TECHNOLOGY
Salary: £30000.00 - £40000.00 per annum
Posted: 3 days ago
Nottingham
Wipro
Salary: Highly Competitive
Posted: 16 days ago