Period
to 22 November 2017

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 6 months to 22 November 2017 with a comparison to the same period in the previous 2 years.

Data Modelling
Nottinghamshire > Nottingham
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 126 134 79
Rank change year-on-year +8 -55 +19
Permanent jobs citing Data Modelling 16 11 71
As % of all permanent IT jobs advertised in Nottingham 0.85% 0.54% 3.09%
As % of the Processes & Methodologies category 0.95% 0.62% 3.48%
Number of salaries quoted 13 10 40
Nottingham median annual salary £50,000 £53,992 £61,250
Median salary % change year-on-year -7.39% -11.85% +63.33%
10th Percentile £32,500 £31,656 £32,500
90th Percentile £69,250 £56,611 £90,000
Nottinghamshire median annual salary £50,000 £53,992 £61,250
% change year-on-year -7.39% -11.85% +63.33%

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 Nottingham with a requirement for process or methodology skills.

All Process and Methodology Skills
Nottingham
Permanent vacancies with a requirement for process or methodology skills 1683 1781 2042
As % of all permanent IT jobs advertised in Nottingham 89.52% 87.60% 88.98%
Number of salaries quoted 1482 1459 1512
Nottingham median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% -
10th Percentile £27,500 £26,330 £25,000
90th Percentile £68,750 £68,750 £63,750
Nottinghamshire median annual salary £44,500 £42,500 £40,000
% change year-on-year +4.71% +6.25% +3.90%

Data Modelling
Job Vacancy Trend in Nottingham

Job postings citing Data Modelling as a percentage of all IT jobs advertised in Nottingham.

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 6 months to 22 November 2017.

Salary histogram for Data Modelling in Nottingham

For the 6 months to 22 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 Nottingham region with a requirement for Data Modelling.

1 12 (75.00%) SQL
2 10 (62.50%) Data Warehouse
3 9 (56.25%) Business Intelligence
4 8 (50.00%) Finance
5 7 (43.75%) Data Management
6 6 (37.50%) Project Management
6 6 (37.50%) SharePoint
6 6 (37.50%) Logical Data Model
6 6 (37.50%) Power BI
7 5 (31.25%) MDX
7 5 (31.25%) SQL Server Analysis Services
7 5 (31.25%) SQL Server Integration Services
7 5 (31.25%) Microsoft Azure
7 5 (31.25%) Analytical Skills
7 5 (31.25%) SQL Server
7 5 (31.25%) T-SQL
7 5 (31.25%) ETL
7 5 (31.25%) Microsoft
7 5 (31.25%) Change Management
7 5 (31.25%) SQL Server Reporting Services
7 5 (31.25%) Stakeholder Management
8 4 (25.00%) Retail
8 4 (25.00%) TOGAF
8 4 (25.00%) OLTP
8 4 (25.00%) Relational Database
8 4 (25.00%) Analytics
8 4 (25.00%) Master Data Management
8 4 (25.00%) SharePoint 2013
8 4 (25.00%) Software Architecture
8 4 (25.00%) Data Quality

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 6 (37.50%) SharePoint
2 4 (25.00%) SharePoint 2013
3 2 (12.50%) Oracle Workflow
4 1 (6.25%) IBM Domino
Applications
1 2 (12.50%) Microsoft Office
1 2 (12.50%) Microsoft Project
1 2 (12.50%) MS Visio
2 1 (6.25%) Microsoft Excel
Business Applications
1 2 (12.50%) Oracle EBS
Cloud Services
1 5 (31.25%) Microsoft Azure
2 1 (6.25%) Dynamics 365
2 1 (6.25%) Office 365
Database & Business Intelligence
1 10 (62.50%) Data Warehouse
2 6 (37.50%) Power BI
3 5 (31.25%) SQL Server
3 5 (31.25%) SQL Server Analysis Services
3 5 (31.25%) SQL Server Integration Services
3 5 (31.25%) SQL Server Reporting Services
4 4 (25.00%) Biml
4 4 (25.00%) OLTP
4 4 (25.00%) Relational Database
4 4 (25.00%) SQL Server 2014
4 4 (25.00%) SQL Server 2016
5 3 (18.75%) SAP BW
6 2 (12.50%) BusinessObjects
6 2 (12.50%) Oracle BI EE
6 2 (12.50%) Oracle BI Publisher
6 2 (12.50%) Oracle Database
6 2 (12.50%) Oracle Database 10g
6 2 (12.50%) Oracle Discoverer
6 2 (12.50%) Oracle Reports
6 2 (12.50%) Oracle9i Database
Development Applications
1 2 (12.50%) Oracle Forms
1 2 (12.50%) Toad
General
1 8 (50.00%) Finance
2 4 (25.00%) Retail
3 3 (18.75%) Billing
Job Titles
1 7 (43.75%) Analyst
2 4 (25.00%) Architect
2 4 (25.00%) Data Architect
3 3 (18.75%) Data Analyst
4 2 (12.50%) Business Analyst
4 2 (12.50%) Business Intelligence Analyst
4 2 (12.50%) Consultant
4 2 (12.50%) E-Business Consultant
4 2 (12.50%) Oracle Consultant
4 2 (12.50%) Oracle Technical Consultant
4 2 (12.50%) Technical Consultant
5 1 (6.25%) Administrator
5 1 (6.25%) Business Intelligence Developer
5 1 (6.25%) Developer
5 1 (6.25%) Microsoft BI Developer
5 1 (6.25%) Microsoft Developer
5 1 (6.25%) Report Specialist
5 1 (6.25%) SAP Administrator
5 1 (6.25%) Senior Business Analyst
5 1 (6.25%) Systems Administrator
Libraries, Frameworks & Software Standards
1 5 (31.25%) MDX
2 2 (12.50%) HTML
2 2 (12.50%) XML
Miscellaneous
1 5 (31.25%) Analytical Skills
2 3 (18.75%) Smart Meter
Operating Systems
1 2 (12.50%) Unix
Processes & Methodologies
1 9 (56.25%) Business Intelligence
2 7 (43.75%) Data Management
3 6 (37.50%) Logical Data Model
3 6 (37.50%) Project Management
4 5 (31.25%) Change Management
4 5 (31.25%) ETL
4 5 (31.25%) Stakeholder Management
5 4 (25.00%) Analytics
5 4 (25.00%) Capacity Management
5 4 (25.00%) Master Data Management
5 4 (25.00%) Software Architecture
5 4 (25.00%) Systems Analysis
5 4 (25.00%) TOGAF
6 3 (18.75%) Data Analysis
6 3 (18.75%) Data Cleansing
6 3 (18.75%) Data Enrichment
6 3 (18.75%) Data Strategy
6 3 (18.75%) Line Management
6 3 (18.75%) Scrum
6 3 (18.75%) Time Management
Programming Languages
1 12 (75.00%) SQL
2 5 (31.25%) T-SQL
3 2 (12.50%) Java
3 2 (12.50%) PL/SQL
3 2 (12.50%) Shell Script
3 2 (12.50%) VBA
Qualifications
1 3 (18.75%) Degree
Quality Assurance & Compliance
1 4 (25.00%) Data Quality
2 2 (12.50%) QA
Vendors
1 5 (31.25%) Microsoft
2 3 (18.75%) Oracle
2 3 (18.75%) SAP
2 3 (18.75%) Siemens
3 2 (12.50%) Informatica
4 1 (6.25%) IBM
4 1 (6.25%) Lotus