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 3 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
3 May 2016
Same period 2015 Same period 2014
Data Modeling
Rank 73 83 85
Rank change year-on-year
+10 +2
Permanent jobs citing Data Modelling 24 23 15
As % of all permanent IT jobs located in Nottingham 2.50% 1.82% 1.45%
As % of the Processes & Methodologies category 2.84% 2.08% 1.66%
Number of salaries quoted 22 19 15
Median salary £52,500 £36,000 £40,857
Median salary % change year-on-year
+45.83% -11.88%
90% offered a salary of more than £37,500 £27,500 £32,397
10% offered a salary of more than £55,000 £47,500 £45,000
UK excluding London median salary £47,500 £46,875 £45,000
% change year-on-year
+1.33% +4.16%
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
846 1106 906
As % of all permanent IT jobs located in Nottingham 88.13% 87.50% 87.62%
Number of salaries quoted 639 864 675
Median salary £44,000 £42,500 £40,000
Median salary % change year-on-year
+3.52% +6.25%
90% offered a salary of more than £27,500 £27,500 £25,000
10% offered a salary of more than £57,500 £55,000 £57,500
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 3 May 2016.

Data Modelling Salary Histogram in Nottingham

Data Modelling
Top 30 Related IT Skills in Nottingham

For the 6 months to 3 May 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 29 (53.70%) SQL
1 29 (53.70%) Data Warehouse
2 24 (44.44%) Degree
3 19 (35.19%) SQL Server
3 19 (35.19%) ETL
4 16 (29.63%) Agile Software Development
5 15 (27.78%) Business Intelligence
6 14 (25.93%) Microsoft
7 13 (24.07%) Visualisation
8 12 (22.22%) Data Visualisation
8 12 (22.22%) SDLC
8 12 (22.22%) MS Excel
9 11 (20.37%) Data Governance
10 10 (18.52%) Marketing
11 9 (16.67%) SQL Server Reporting Services
11 9 (16.67%) Retail
11 9 (16.67%) Scrum
11 9 (16.67%) Microsoft Certification
11 9 (16.67%) High Availability
11 9 (16.67%) Data Quality
11 9 (16.67%) Data Architecture
11 9 (16.67%) Analytical Skills
12 8 (14.81%) Physical Data Model
12 8 (14.81%) Root Cause Analysis
12 8 (14.81%) BusinessObjects
12 8 (14.81%) ISEB
12 8 (14.81%) .NET
12 8 (14.81%) SAP
12 8 (14.81%) C#
12 8 (14.81%) Change 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 6 (11.11%) SAS
2 2 (3.70%) Oracle Workflow
3 1 (1.85%) CICS
3 1 (1.85%) Node.js
Applications
1 12 (22.22%) MS Excel
2 5 (9.26%) SPSS
3 1 (1.85%) MS Office
3 1 (1.85%) MS Visio
Business Applications
1 2 (3.70%) Oracle 11i
1 2 (3.70%) Oracle Applications
1 2 (3.70%) Oracle Assets
1 2 (3.70%) Oracle EBS
1 2 (3.70%) Oracle EBS R12
1 2 (3.70%) Oracle Financials
1 2 (3.70%) Oracle Payables
1 2 (3.70%) Oracle Receivables
1 2 (3.70%) Oracle TCA
Cloud Services
1 2 (3.70%) Cloud Computing
Communications & Networking
1 2 (3.70%) Network Security
2 1 (1.85%) GPRS
2 1 (1.85%) GSM
Database & Business Intelligence
1 29 (53.70%) Data Warehouse
2 19 (35.19%) SQL Server
3 9 (16.67%) SQL Server Reporting Services
4 8 (14.81%) BusinessObjects
4 8 (14.81%) SQL Server Integration Services
5 5 (9.26%) Big Data
6 4 (7.41%) Data Mining
6 4 (7.41%) Hadoop
7 3 (5.56%) DB2
7 3 (5.56%) Relational Database
7 3 (5.56%) SQL Server 2008
8 2 (3.70%) DataStage
8 2 (3.70%) Oracle BI Publisher
8 2 (3.70%) Oracle Discoverer
8 2 (3.70%) Oracle Reports
9 1 (1.85%) Apache Hive
9 1 (1.85%) NoSQL
9 1 (1.85%) OLAP
9 1 (1.85%) SQL Server 2012
9 1 (1.85%) SQL Server Analysis Services
Development Applications
1 3 (5.56%) ERwin
2 2 (3.70%) Oracle APEX
2 2 (3.70%) Oracle Forms
General
1 10 (18.52%) Marketing
2 9 (16.67%) Retail
3 5 (9.26%) Finance
Job Titles
1 13 (24.07%) Architect
1 13 (24.07%) Data Architect
2 11 (20.37%) DBA
3 8 (14.81%) Analyst
3 8 (14.81%) SQL DBA
4 7 (12.96%) SQL Server DBA
5 6 (11.11%) Developer
6 5 (9.26%) Consultant
6 5 (9.26%) Head of Development
6 5 (9.26%) Head of Product Development
6 5 (9.26%) Information Security Consultant
6 5 (9.26%) Security Consultant
7 4 (7.41%) Business Analyst
7 4 (7.41%) Data Warehouse Developer
7 4 (7.41%) Development Analyst
7 4 (7.41%) Software Analyst
7 4 (7.41%) Software Development Analyst
7 4 (7.41%) Systems Analyst
7 4 (7.41%) Systems Development Analyst
8 3 (5.56%) DB2 DBA
Libraries, Frameworks & Software Standards
1 8 (14.81%) .NET
2 7 (12.96%) HTML
3 4 (7.41%) XML
4 3 (5.56%) ASP.NET
4 3 (5.56%) ASP.NET Web API
4 3 (5.56%) REST
4 3 (5.56%) WCF
4 3 (5.56%) Web Services
5 2 (3.70%) Ajax
5 2 (3.70%) CSS
5 2 (3.70%) jQuery
5 2 (3.70%) Kendo UI
5 2 (3.70%) XSLT
6 1 (1.85%) .NET Framework
6 1 (1.85%) AngularJS
6 1 (1.85%) Backbone.js
6 1 (1.85%) Natural Language Processing
6 1 (1.85%) Twitter Bootstrap
Miscellaneous
1 13 (24.07%) Visualisation
2 9 (16.67%) Analytical Skills
3 7 (12.96%) Computer Science
4 5 (9.26%) Mathematics
4 5 (9.26%) Replication
4 5 (9.26%) Statistics
5 2 (3.70%) IBM Mainframe
5 2 (3.70%) Mainframe
5 2 (3.70%) VSAM
6 1 (1.85%) Algorithms
6 1 (1.85%) CAN bus
6 1 (1.85%) Credit Risk
6 1 (1.85%) Data Structures
6 1 (1.85%) iPhone
6 1 (1.85%) Life Science
6 1 (1.85%) Mobile App
6 1 (1.85%) Taxonomies
6 1 (1.85%) Telematics
Operating Systems
1 3 (5.56%) zOS
2 2 (3.70%) Linux
3 1 (1.85%) Android
3 1 (1.85%) Windows
3 1 (1.85%) Windows Mobile
Processes & Methodologies
1 19 (35.19%) ETL
2 16 (29.63%) Agile Software Development
3 15 (27.78%) Business Intelligence
4 12 (22.22%) Data Visualisation
4 12 (22.22%) SDLC
5 11 (20.37%) Data Governance
6 9 (16.67%) Data Architecture
6 9 (16.67%) High Availability
6 9 (16.67%) Scrum
7 8 (14.81%) Change Management
7 8 (14.81%) Data Management
7 8 (14.81%) Physical Data Model
7 8 (14.81%) Root Cause Analysis
8 7 (12.96%) Analytics
8 7 (12.96%) Information Security
8 7 (12.96%) Information Security Management
8 7 (12.96%) Risk Management
8 7 (12.96%) Security Management
8 7 (12.96%) User Stories
9 6 (11.11%) Incident Management
Programming Languages
1 29 (53.70%) SQL
2 8 (14.81%) C#
3 6 (11.11%) PL/SQL
3 6 (11.11%) R
3 6 (11.11%) T-SQL
4 2 (3.70%) COBOL
4 2 (3.70%) Java
4 2 (3.70%) JavaScript
5 1 (1.85%) MATLAB
5 1 (1.85%) PHP
5 1 (1.85%) Python
Qualifications
1 24 (44.44%) Degree
2 9 (16.67%) Microsoft Certification
3 8 (14.81%) ISEB
4 7 (12.96%) CISA
4 7 (12.96%) CISM
4 7 (12.96%) CISSP
4 7 (12.96%) CRISC
5 2 (3.70%) (ISC)2 CCSP
5 2 (3.70%) Cisco Certification
5 2 (3.70%) ECIH
5 2 (3.70%) ISSAP
5 2 (3.70%) ISSEP
5 2 (3.70%) SANS
6 1 (1.85%) CBAP
Quality Assurance & Compliance
1 9 (16.67%) Data Quality
2 3 (5.56%) COBIT
2 3 (5.56%) ISO/IEC 27001
2 3 (5.56%) QA
3 2 (3.70%) PCI DSS
3 2 (3.70%) SEPA
4 1 (1.85%) ISO 9001
4 1 (1.85%) ISO/IEC 20000
4 1 (1.85%) Sarbanes-Oxley
4 1 (1.85%) TickIT
Vendors
1 14 (25.93%) Microsoft
2 8 (14.81%) SAP
3 3 (5.56%) Tableau
4 2 (3.70%) Ab Initio
4 2 (3.70%) IBM
4 2 (3.70%) Informatica
4 2 (3.70%) Oracle
4 2 (3.70%) Telerik