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

Data Modelling
East Midlands / Nottinghamshire
3 months to
24 Jun 2017
Same period 2016 Same period 2015
Rank 84 90 80
Rank change year-on-year +6 -10  
Permanent jobs citing Data Modelling 11 10 25
As % of all permanent IT jobs advertised in Nottinghamshire 1.09% 0.96% 1.90%
As % of the Processes & Methodologies category 1.24% 1.10% 2.13%
Number of salaries quoted 6 9 15
Median salary £47,500 £55,000 £47,500
Median salary % change year-on-year -13.63% +15.78%  
90% offered a salary of more than £30,000 £50,300 £30,500
10% offered a salary of more than £66,250 £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 Nottinghamshire with a requirement for process and methodology skills.

Process & Methodology Skills
Nottinghamshire
Permanent job vacancies with a requirement for process and methodology skills 884 907 1176
As % of all permanent IT job vacancies advertised in Nottinghamshire 87.44% 86.88% 89.36%
Number of salaries quoted 757 732 957
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 £33,500 £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 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 24 June 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 24 June 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 +5 10 £50,000 -6.97% 3
Data Modelling
East Midlands

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 Nottinghamshire region with a requirement for Data Modelling.

1 11 (50.00%) SQL
2 9 (40.91%) Finance
2 9 (40.91%) Agile Software Development
2 9 (40.91%) Analytics
3 8 (36.36%) Data Warehouse
4 7 (31.82%) Stakeholder Management
4 7 (31.82%) Analytical Skills
5 6 (27.27%) Scrum
5 6 (27.27%) Change Management
5 6 (27.27%) ETL
6 5 (22.73%) Data Analysis
6 5 (22.73%) Tableau
7 4 (18.18%) Degree
7 4 (18.18%) Retail
7 4 (18.18%) Data Management
7 4 (18.18%) SQL Server
7 4 (18.18%) Project Management
7 4 (18.18%) Informatica
7 4 (18.18%) Logical Data Model
7 4 (18.18%) Data Quality
7 4 (18.18%) Data Analytics
8 3 (13.64%) Eloqua
8 3 (13.64%) Kimball Methodology
8 3 (13.64%) Line Management
8 3 (13.64%) Data Enrichment
8 3 (13.64%) Data Strategy
8 3 (13.64%) Data Structures
8 3 (13.64%) Siemens
8 3 (13.64%) BusinessObjects
8 3 (13.64%) Data Mining

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 1 (4.55%) Apache Spark
1 1 (4.55%) Elasticsearch
1 1 (4.55%) Oracle Workflow
1 1 (4.55%) SAS
Applications
1 1 (4.55%) Microsoft Excel
1 1 (4.55%) Microsoft Office
1 1 (4.55%) Microsoft PowerPoint
1 1 (4.55%) Microsoft Project
1 1 (4.55%) MS Visio
1 1 (4.55%) Spreadsheet
1 1 (4.55%) SPSS
Business Applications
1 3 (13.64%) Eloqua
2 1 (4.55%) Oracle EBS
Cloud Services
1 2 (9.09%) Force.com
1 2 (9.09%) Salesforce Service Cloud
Database & Business Intelligence
1 8 (36.36%) Data Warehouse
2 4 (18.18%) SQL Server
3 3 (13.64%) BusinessObjects
3 3 (13.64%) Data Mining
3 3 (13.64%) SQL Server Analysis Services
3 3 (13.64%) SQL Server Integration Services
3 3 (13.64%) SQL Server Reporting Services
4 1 (4.55%) Apache Hive
4 1 (4.55%) Big Data
4 1 (4.55%) Enterprise Data Warehouse
4 1 (4.55%) GIS
4 1 (4.55%) Hadoop
4 1 (4.55%) MongoDB
4 1 (4.55%) Oracle BI EE
4 1 (4.55%) Oracle BI Publisher
4 1 (4.55%) Oracle Database
4 1 (4.55%) Oracle Database 10g
4 1 (4.55%) Oracle Discoverer
4 1 (4.55%) PostgreSQL
4 1 (4.55%) SAP BW
Development Applications
1 2 (9.09%) Ant
1 2 (9.09%) Eclipse
2 1 (4.55%) Octopus Deploy
2 1 (4.55%) Oracle Forms
2 1 (4.55%) Ranorex
2 1 (4.55%) TeamCity
2 1 (4.55%) Toad
General
1 9 (40.91%) Finance
2 4 (18.18%) Retail
3 3 (13.64%) Billing
Job Titles
1 7 (31.82%) Analyst
2 6 (27.27%) Developer
3 4 (18.18%) Architect
3 4 (18.18%) Data Analyst
4 3 (13.64%) Analytics Manager
4 3 (13.64%) Business Analyst
4 3 (13.64%) Data Analytics Manager
4 3 (13.64%) Data Manager
4 3 (13.64%) Data Warehouse Developer
4 3 (13.64%) Senior Developer
5 2 (9.09%) Data Architect
6 1 (4.55%) Big Data Analyst
6 1 (4.55%) PostgreSQL Developer
6 1 (4.55%) Report Specialist
6 1 (4.55%) Salesforce Architect
6 1 (4.55%) Senior Business Analyst
6 1 (4.55%) Senior Business Intelligence Developer
6 1 (4.55%) Senior Salesforce Developer
6 1 (4.55%) Solutions Architect
6 1 (4.55%) Technical Consultant
Libraries, Frameworks & Software Standards
1 3 (13.64%) Web Services
2 2 (9.09%) jQuery
2 2 (9.09%) REST
2 2 (9.09%) SOAP
2 2 (9.09%) Visualforce
3 1 (4.55%) HTML
3 1 (4.55%) Mason
3 1 (4.55%) XML
Miscellaneous
1 7 (31.82%) Analytical Skills
2 3 (13.64%) Data Structures
2 3 (13.64%) Smart Meter
3 1 (4.55%) Computer Science
Operating Systems
1 1 (4.55%) Unix
Processes & Methodologies
1 9 (40.91%) Agile Software Development
1 9 (40.91%) Analytics
2 7 (31.82%) Stakeholder Management
3 6 (27.27%) Change Management
3 6 (27.27%) ETL
3 6 (27.27%) Scrum
4 5 (22.73%) Data Analysis
5 4 (18.18%) Data Analytics
5 4 (18.18%) Data Management
5 4 (18.18%) Logical Data Model
5 4 (18.18%) Project Management
6 3 (13.64%) Data Cleansing
6 3 (13.64%) Data Enrichment
6 3 (13.64%) Data Strategy
6 3 (13.64%) Kimball Methodology
6 3 (13.64%) Line Management
6 3 (13.64%) Requirements Engineering
6 3 (13.64%) Time Management
6 3 (13.64%) User Acceptance Testing
6 3 (13.64%) Visualisation
Programming Languages
1 11 (50.00%) SQL
2 3 (13.64%) T-SQL
3 2 (9.09%) Apex Code
3 2 (9.09%) Java
3 2 (9.09%) JavaScript
3 2 (9.09%) R
3 2 (9.09%) SOQL
4 1 (4.55%) C
4 1 (4.55%) C#
4 1 (4.55%) C++
4 1 (4.55%) PL/SQL
4 1 (4.55%) Python
4 1 (4.55%) Shell Script
4 1 (4.55%) VBA
Qualifications
1 4 (18.18%) Degree
2 1 (4.55%) Master's Degree
2 1 (4.55%) Numerate Degree
Quality Assurance & Compliance
1 4 (18.18%) Data Quality
2 1 (4.55%) PMO
Vendors
1 5 (22.73%) Tableau
2 4 (18.18%) Informatica
3 3 (13.64%) Siemens
4 2 (9.09%) Oracle
4 2 (9.09%) Salesforce.com
5 1 (4.55%) Microsoft
5 1 (4.55%) 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