The table below looks at the statistics for Data Modelling skills in IT jobs advertised for the Nottingham region. Included is a guide to the salaries offered in IT jobs that have cited Data Modelling over the 3 months to 29 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
29 Jun 2016
Same period 2015 Same period 2014
Data Modelling
Rank 83 72 70
Rank change year-on-year
-11 -2
Permanent jobs citing Data Modelling 9 28 30
As % of all permanent IT jobs located in Nottingham 1.01% 2.30% 2.94%
As % of the Processes & Methodologies category 1.18% 2.56% 3.45%
Number of salaries quoted 8 16 30
Median salary £53,750 £47,500 £40,429
Median salary % change year-on-year
+13.15% +17.49%
90% offered a salary of more than £49,200 £31,250 £32,490
10% offered a salary of more than £57,500 £57,500 £50,000
UK excluding London median salary £47,500 £45,500 £45,000
% change year-on-year
+4.39% +1.11%
Data Modelling
Nottinghamshire

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Nottingham region.

Processes & Methodologies Category
Nottingham
Permanent IT job ads with a match in the
Processes & Methodologies category
765 1093 870
As % of all permanent IT jobs located in Nottingham 85.86% 89.59% 85.29%
Number of salaries quoted 613 876 628
Median salary £45,000 £42,500 £40,000
Median salary % change year-on-year
+5.88% +6.25%
90% offered a salary of more than £27,500 £27,500 £26,500
10% offered a salary of more than £60,000 £52,500 £62,500
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

Data Modelling
Jobs Demand Trend in Nottingham

The demand trend of job ads across the Nottingham region citing Data Modelling as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Data Modelling Jobs Demand Trend 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 across the Nottingham region.

Data Modelling Salary Trend in Nottingham

Data Modelling
Salary Histogram in Nottingham

This chart provides a salary histogram for IT jobs citing Data Modelling across the Nottingham region over the 3 months to 29 June 2016.

Data Modelling Salary Histogram in Nottingham

Data Modelling
Top 30 Related IT Skills in Nottingham

For the 6 months to 29 June 2016, 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 26 (66.67%) SQL
2 20 (51.28%) Data Warehouse
3 16 (41.03%) SQL Server
4 14 (35.90%) Business Intelligence
5 12 (30.77%) Degree
6 11 (28.21%) Agile Software Development
6 11 (28.21%) Microsoft
6 11 (28.21%) SDLC
7 9 (23.08%) Data Architecture
7 9 (23.08%) MS Excel
7 9 (23.08%) ETL
8 8 (20.51%) PL/SQL
8 8 (20.51%) .NET
8 8 (20.51%) C#
9 7 (17.95%) HTML
9 7 (17.95%) Scrum
9 7 (17.95%) Data Governance
9 7 (17.95%) Data Quality
10 6 (15.38%) User Stories
10 6 (15.38%) Logical Data Model
10 6 (15.38%) Visualisation
10 6 (15.38%) Data Visualisation
10 6 (15.38%) Retail
10 6 (15.38%) SQL Server Reporting Services
10 6 (15.38%) SQL Server Integration Services
10 6 (15.38%) MVC
10 6 (15.38%) Microsoft Certification
10 6 (15.38%) XML
11 5 (12.82%) SAP
11 5 (12.82%) Project Management

Data Modelling
Top Related 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 4 (10.26%) Oracle Workflow
2 1 (2.56%) SAS
Applications
1 9 (23.08%) MS Excel
2 1 (2.56%) MS Office
2 1 (2.56%) MS Visio
2 1 (2.56%) SPSS
Business Applications
1 4 (10.26%) Oracle 11i
1 4 (10.26%) Oracle Applications
1 4 (10.26%) Oracle Assets
1 4 (10.26%) Oracle EBS
1 4 (10.26%) Oracle EBS R12
1 4 (10.26%) Oracle Financials
1 4 (10.26%) Oracle Payables
1 4 (10.26%) Oracle Receivables
1 4 (10.26%) Oracle TCA
Cloud Services
1 1 (2.56%) Cloud Computing
Communications & Networking
1 1 (2.56%) GPRS
1 1 (2.56%) GSM
1 1 (2.56%) Network Security
Database & Business Intelligence
1 20 (51.28%) Data Warehouse
2 16 (41.03%) SQL Server
3 6 (15.38%) SQL Server Integration Services
3 6 (15.38%) SQL Server Reporting Services
4 5 (12.82%) BusinessObjects
5 4 (10.26%) Data Mining
5 4 (10.26%) Oracle BI Publisher
5 4 (10.26%) Oracle Discoverer
5 4 (10.26%) Oracle Reports
6 3 (7.69%) Relational Database
7 2 (5.13%) Big Data
7 2 (5.13%) Hadoop
7 2 (5.13%) SQL Server 2008
8 1 (2.56%) Apache Hive
8 1 (2.56%) NoSQL
8 1 (2.56%) SQL Server Analysis Services
Development Applications
1 4 (10.26%) Oracle APEX
1 4 (10.26%) Oracle Forms
General
1 6 (15.38%) Retail
2 5 (12.82%) Finance
3 3 (7.69%) Marketing
Job Titles
1 12 (30.77%) Architect
1 12 (30.77%) Data Architect
2 9 (23.08%) Developer
3 7 (17.95%) Analyst
4 5 (12.82%) DBA
4 5 (12.82%) SQL DBA
4 5 (12.82%) SQL Server DBA
5 4 (10.26%) Applications Developer
5 4 (10.26%) Business Analyst
5 4 (10.26%) Data Warehouse Developer
5 4 (10.26%) Oracle Applications Developer
5 4 (10.26%) Oracle Developer
5 4 (10.26%) Technical Developer
6 3 (7.69%) Consultant
6 3 (7.69%) Development Analyst
6 3 (7.69%) Information Security Consultant
6 3 (7.69%) Security Consultant
6 3 (7.69%) Software Development Analyst
6 3 (7.69%) Systems Analyst
6 3 (7.69%) Systems Development Analyst
Libraries, Frameworks & Software Standards
1 8 (20.51%) .NET
2 7 (17.95%) HTML
3 6 (15.38%) XML
4 2 (5.13%) Ajax
4 2 (5.13%) AngularJS
4 2 (5.13%) ASP.NET
4 2 (5.13%) ASP.NET Web API
4 2 (5.13%) CSS
4 2 (5.13%) jQuery
4 2 (5.13%) Kendo UI
4 2 (5.13%) REST
4 2 (5.13%) Twitter Bootstrap
4 2 (5.13%) WCF
4 2 (5.13%) Web Services
4 2 (5.13%) XSLT
5 1 (2.56%) .NET Framework
5 1 (2.56%) Backbone.js
5 1 (2.56%) Natural Language Processing
5 1 (2.56%) Node.js
Miscellaneous
1 6 (15.38%) Visualisation
2 3 (7.69%) Replication
3 2 (5.13%) Analytical Skills
4 1 (2.56%) Algorithms
4 1 (2.56%) CAN bus
4 1 (2.56%) Computer Science
4 1 (2.56%) Data Structures
4 1 (2.56%) iPhone
4 1 (2.56%) Life Science
4 1 (2.56%) Mathematics
4 1 (2.56%) Mobile App
4 1 (2.56%) Physics
4 1 (2.56%) Statistics
4 1 (2.56%) Taxonomies
4 1 (2.56%) Telematics
Operating Systems
1 2 (5.13%) Linux
2 1 (2.56%) Android
2 1 (2.56%) Windows
2 1 (2.56%) Windows Mobile
Processes & Methodologies
1 14 (35.90%) Business Intelligence
2 11 (28.21%) Agile Software Development
2 11 (28.21%) SDLC
3 9 (23.08%) Data Architecture
3 9 (23.08%) ETL
4 7 (17.95%) Data Governance
4 7 (17.95%) Scrum
5 6 (15.38%) Data Visualisation
5 6 (15.38%) Logical Data Model
5 6 (15.38%) MVC
5 6 (15.38%) User Stories
6 5 (12.82%) Change Management
6 5 (12.82%) ERP
6 5 (12.82%) High Availability
6 5 (12.82%) Physical Data Model
6 5 (12.82%) Project Management
6 5 (12.82%) Root Cause Analysis
6 5 (12.82%) User Acceptance Testing
7 4 (10.26%) API Development
7 4 (10.26%) Performance Tuning
Programming Languages
1 26 (66.67%) SQL
2 8 (20.51%) C#
2 8 (20.51%) PL/SQL
3 4 (10.26%) Java
3 4 (10.26%) T-SQL
4 2 (5.13%) JavaScript
4 2 (5.13%) Python
5 1 (2.56%) MATLAB
5 1 (2.56%) PHP
5 1 (2.56%) R
Qualifications
1 12 (30.77%) Degree
2 6 (15.38%) Microsoft Certification
3 4 (10.26%) ISEB
4 3 (7.69%) CISA
4 3 (7.69%) CISM
4 3 (7.69%) CISSP
4 3 (7.69%) CRISC
5 1 (2.56%) (ISC)2 CCSP
5 1 (2.56%) CBAP
5 1 (2.56%) Cisco Certification
5 1 (2.56%) ECIH
5 1 (2.56%) ISSAP
5 1 (2.56%) ISSEP
5 1 (2.56%) SANS
Quality Assurance & Compliance
1 7 (17.95%) Data Quality
2 5 (12.82%) QA
3 4 (10.26%) SEPA
4 2 (5.13%) COBIT
4 2 (5.13%) ISO/IEC 27001
5 1 (2.56%) ISO 9001
5 1 (2.56%) ISO/IEC 20000
5 1 (2.56%) PCI DSS
5 1 (2.56%) TickIT
Vendors
1 11 (28.21%) Microsoft
2 5 (12.82%) SAP
3 4 (10.26%) Oracle
4 2 (5.13%) Telerik
5 1 (2.56%) Ab Initio
5 1 (2.56%) Alteryx
5 1 (2.56%) Informatica
5 1 (2.56%) Tableau