Period
to 20 November 2017

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 6 months to 20 November 2017 with a comparison to the same period in the previous 2 years.

Data Modelling
East Midlands > Nottinghamshire
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 123 142 89
Rank change year-on-year +19 -53 +17
Permanent jobs citing Data Modelling 18 13 72
As % of all permanent IT jobs advertised in Nottinghamshire 0.88% 0.56% 2.72%
As % of the Processes & Methodologies category 0.98% 0.63% 3.04%
Number of salaries quoted 15 12 40
Nottinghamshire median annual salary £50,000 £53,992 £61,250
Median salary % change year-on-year -7.39% -11.85% +63.33%
10th Percentile £30,250 £31,656 £32,500
90th Percentile £66,000 £56,373 £90,000
East Midlands median annual salary £42,500 £42,500 £52,500
% change year-on-year - -19.05% +23.53%

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

All Process and Methodology Skills
Nottinghamshire
Permanent vacancies with a requirement for process or methodology skills 1835 2049 2372
As % of all permanent IT jobs advertised in Nottinghamshire 89.73% 88.43% 89.51%
Number of salaries quoted 1599 1682 1775
Nottinghamshire median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% +3.90%
10th Percentile £27,500 £26,537 £25,000
90th Percentile £68,750 £67,500 £63,250
East Midlands median annual salary £40,000 £41,500 £40,000
% change year-on-year -3.61% +3.75% -

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
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 6 months to 20 November 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 6 months to 20 November 2017. 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Nottingham +14 16 £50,000 -7.39% 1
Data Modelling
East Midlands

For the 6 months to 20 November 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 14 (77.78%) SQL
2 10 (55.56%) Data Warehouse
2 10 (55.56%) Business Intelligence
3 8 (44.44%) Finance
4 7 (38.89%) Project Management
4 7 (38.89%) Microsoft
4 7 (38.89%) SharePoint
4 7 (38.89%) Data Management
4 7 (38.89%) Power BI
5 6 (33.33%) SQL Server Reporting Services
5 6 (33.33%) SQL Server Integration Services
5 6 (33.33%) MDX
5 6 (33.33%) SQL Server Analysis Services
5 6 (33.33%) Microsoft Azure
5 6 (33.33%) Analytics
5 6 (33.33%) Analytical Skills
5 6 (33.33%) Logical Data Model
5 6 (33.33%) SQL Server
5 6 (33.33%) ETL
5 6 (33.33%) T-SQL
6 5 (27.78%) Change Management
6 5 (27.78%) Stakeholder Management
7 4 (22.22%) Agile Software Development
7 4 (22.22%) Retail
7 4 (22.22%) Migration
7 4 (22.22%) OLTP
7 4 (22.22%) SQL Server 2014
7 4 (22.22%) SQL Server 2016
7 4 (22.22%) Biml
7 4 (22.22%) Relational Database

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 7 (38.89%) SharePoint
2 4 (22.22%) SharePoint 2013
3 2 (11.11%) IBM Domino
3 2 (11.11%) Oracle Workflow
4 1 (5.56%) Apache Spark
4 1 (5.56%) Elasticsearch
Applications
1 3 (16.67%) Microsoft Excel
2 2 (11.11%) Microsoft Office
2 2 (11.11%) Microsoft Project
2 2 (11.11%) MS Visio
3 1 (5.56%) Microsoft PowerPoint
3 1 (5.56%) Spreadsheet
Business Applications
1 2 (11.11%) Oracle EBS
Cloud Services
1 6 (33.33%) Microsoft Azure
2 2 (11.11%) Dynamics 365
2 2 (11.11%) Office 365
Database & Business Intelligence
1 10 (55.56%) Data Warehouse
2 7 (38.89%) Power BI
3 6 (33.33%) SQL Server
3 6 (33.33%) SQL Server Analysis Services
3 6 (33.33%) SQL Server Integration Services
3 6 (33.33%) SQL Server Reporting Services
4 4 (22.22%) Biml
4 4 (22.22%) OLTP
4 4 (22.22%) Relational Database
4 4 (22.22%) SQL Server 2014
4 4 (22.22%) SQL Server 2016
5 3 (16.67%) SAP BW
6 2 (11.11%) BusinessObjects
6 2 (11.11%) Oracle BI EE
6 2 (11.11%) Oracle BI Publisher
6 2 (11.11%) Oracle Database
6 2 (11.11%) Oracle Database 10g
6 2 (11.11%) Oracle Discoverer
6 2 (11.11%) Oracle Reports
6 2 (11.11%) Oracle9i Database
Development Applications
1 2 (11.11%) Oracle Forms
1 2 (11.11%) Toad
General
1 8 (44.44%) Finance
2 4 (22.22%) Retail
3 3 (16.67%) Billing
Job Titles
1 8 (44.44%) Analyst
2 4 (22.22%) Architect
2 4 (22.22%) Data Analyst
2 4 (22.22%) Data Architect
3 2 (11.11%) Business Analyst
3 2 (11.11%) Business Intelligence Analyst
3 2 (11.11%) Business Intelligence Developer
3 2 (11.11%) Consultant
3 2 (11.11%) Developer
3 2 (11.11%) E-Business Consultant
3 2 (11.11%) Microsoft BI Developer
3 2 (11.11%) Microsoft Developer
3 2 (11.11%) Oracle Consultant
3 2 (11.11%) Oracle Technical Consultant
3 2 (11.11%) Technical Consultant
4 1 (5.56%) Big Data Analyst
4 1 (5.56%) Report Specialist
4 1 (5.56%) SAP Administrator
4 1 (5.56%) Senior Business Analyst
4 1 (5.56%) Systems Administrator
Libraries, Frameworks & Software Standards
1 6 (33.33%) MDX
2 2 (11.11%) HTML
2 2 (11.11%) XML
Miscellaneous
1 6 (33.33%) Analytical Skills
2 3 (16.67%) Smart Meter
3 1 (5.56%) Computer Science
3 1 (5.56%) Data Structures
Operating Systems
1 2 (11.11%) Unix
Processes & Methodologies
1 10 (55.56%) Business Intelligence
2 7 (38.89%) Data Management
2 7 (38.89%) Project Management
3 6 (33.33%) Analytics
3 6 (33.33%) ETL
3 6 (33.33%) Logical Data Model
4 5 (27.78%) Change Management
4 5 (27.78%) Stakeholder Management
5 4 (22.22%) Agile Software Development
5 4 (22.22%) Capacity Management
5 4 (22.22%) Data Analysis
5 4 (22.22%) Master Data Management
5 4 (22.22%) Migration
5 4 (22.22%) Software Architecture
5 4 (22.22%) Systems Analysis
5 4 (22.22%) TOGAF
6 3 (16.67%) Data Cleansing
6 3 (16.67%) Requirements Engineering
6 3 (16.67%) Time Management
6 3 (16.67%) Visualisation
Programming Languages
1 14 (77.78%) SQL
2 6 (33.33%) T-SQL
3 3 (16.67%) Java
4 2 (11.11%) PL/SQL
4 2 (11.11%) Shell Script
4 2 (11.11%) VBA
5 1 (5.56%) C
5 1 (5.56%) C#
5 1 (5.56%) C++
5 1 (5.56%) Python
5 1 (5.56%) R
Qualifications
1 4 (22.22%) Degree
2 1 (5.56%) Master's Degree
2 1 (5.56%) Numerate Degree
Quality Assurance & Compliance
1 4 (22.22%) Data Quality
2 2 (11.11%) QA
Vendors
1 7 (38.89%) Microsoft
2 3 (16.67%) Oracle
2 3 (16.67%) SAP
2 3 (16.67%) Siemens
3 2 (11.11%) IBM
3 2 (11.11%) Informatica
3 2 (11.11%) Lotus
4 1 (5.56%) Tableau