Period
to 20 November 2017

The following table provides summary statistics for permanent job vacancies advertised in the East Midlands 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
England > East Midlands
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 182 201 148
Rank change year-on-year +19 -53 +18
Permanent jobs citing Data Modelling 49 57 134
As % of all permanent IT jobs advertised in the East Midlands 0.94% 0.88% 1.79%
As % of the Processes & Methodologies category 1.06% 0.99% 2.00%
Number of salaries quoted 41 32 109
East Midlands median annual salary £42,500 £42,500 £52,500
Median salary % change year-on-year - -19.05% +23.53%
10th Percentile £25,000 £29,491 £36,650
90th Percentile £54,750 £56,373 £83,000
England median annual salary £55,000 £55,000 £55,000

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 the East Midlands with a requirement for process or methodology skills.

All Process and Methodology Skills
East Midlands
Permanent vacancies with a requirement for process or methodology skills 4604 5773 6695
As % of all permanent IT jobs advertised in the East Midlands 88.57% 89.06% 89.60%
Number of salaries quoted 3800 4565 5435
East Midlands median annual salary £40,000 £41,500 £40,000
Median salary % change year-on-year -3.61% +3.75% -
10th Percentile £25,500 £26,000 £23,750
90th Percentile £65,000 £62,500 £60,000
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Data Modelling
Job Vacancy Trend in the East Midlands

Job postings citing Data Modelling as a percentage of all IT jobs advertised in the East Midlands.

Job vacancy trend for Data Modelling in the East Midlands

Data Modelling
Salary Trend in the East Midlands

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Modelling in the East Midlands.

Salary trend for Data Modelling in the East Midlands

Data Modelling
Salary Histogram in the East Midlands

The salary distribution of IT jobs citing Data Modelling in the East Midlands over the 6 months to 20 November 2017.

Salary histogram for Data Modelling in the East Midlands

Data Modelling
Job Locations in the East Midlands

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Modelling within the East Midlands 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
Nottinghamshire +19 18 £50,000 -7.39% 1
Northamptonshire +24 14 £35,500 -29.00% 6
Leicestershire +26 10 £42,500 +3.03%
Derbyshire +3 7 £50,000 +25.00%
Data Modelling
England

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 East Midlands region with a requirement for Data Modelling.

1 40 (81.63%) SQL
2 33 (67.35%) Business Intelligence
3 24 (48.98%) Data Warehouse
4 19 (38.78%) SQL Server Integration Services
5 18 (36.73%) SQL Server Analysis Services
6 15 (30.61%) ETL
7 14 (28.57%) Java
7 14 (28.57%) Analytical Skills
8 13 (26.53%) Analytics
8 13 (26.53%) Degree
9 12 (24.49%) OLTP
9 12 (24.49%) Finance
10 11 (22.45%) T-SQL
10 11 (22.45%) HTML
10 11 (22.45%) Agile Software Development
11 10 (20.41%) SQL Server Reporting Services
12 9 (18.37%) Data Management
12 9 (18.37%) SharePoint
12 9 (18.37%) SQL Server
12 9 (18.37%) Microsoft
12 9 (18.37%) Relational Database
12 9 (18.37%) Power BI
13 8 (16.33%) Business Process Analysis
13 8 (16.33%) Logical Data Model
13 8 (16.33%) Data Quality
13 8 (16.33%) Project Management
13 8 (16.33%) OLAP
13 8 (16.33%) SAP
13 8 (16.33%) Python
13 8 (16.33%) Data Mining

Data Modelling
Co-occurring IT Skills in the East Midlands 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 9 (18.37%) SharePoint
2 4 (8.16%) SharePoint 2013
3 2 (4.08%) IBM Domino
3 2 (4.08%) Oracle Workflow
4 1 (2.04%) Apache Spark
4 1 (2.04%) Elasticsearch
Applications
1 6 (12.24%) Microsoft Excel
2 4 (8.16%) MS Visio
3 2 (4.08%) Microsoft Office
3 2 (4.08%) Microsoft Project
4 1 (2.04%) Microsoft PowerPoint
4 1 (2.04%) Spreadsheet
Business Applications
1 2 (4.08%) Oracle EBS
Cloud Services
1 7 (14.29%) Microsoft Azure
2 2 (4.08%) Dynamics 365
2 2 (4.08%) Office 365
3 1 (2.04%) Azure Data Factory
Database & Business Intelligence
1 24 (48.98%) Data Warehouse
2 19 (38.78%) SQL Server Integration Services
3 18 (36.73%) SQL Server Analysis Services
4 12 (24.49%) OLTP
5 10 (20.41%) SQL Server Reporting Services
6 9 (18.37%) Power BI
6 9 (18.37%) Relational Database
6 9 (18.37%) SQL Server
7 8 (16.33%) Data Mining
7 8 (16.33%) OLAP
8 7 (14.29%) Hadoop
8 7 (14.29%) SQL Server 2016
9 6 (12.24%) SQL Server 2014
10 5 (10.20%) RDBMS
10 5 (10.20%) SAP HANA
11 4 (8.16%) Biml
12 3 (6.12%) Enterprise Data Warehouse
12 3 (6.12%) SAP BW
13 2 (4.08%) BusinessObjects
13 2 (4.08%) Oracle Database 10g
Development Applications
1 3 (6.12%) Git (software)
1 3 (6.12%) JUnit
2 2 (4.08%) ERwin
2 2 (4.08%) Oracle Forms
2 2 (4.08%) Toad
General
1 12 (24.49%) Finance
2 5 (10.20%) Retail
3 3 (6.12%) Banking
3 3 (6.12%) Billing
4 2 (4.08%) Advertising
5 1 (2.04%) Legal
5 1 (2.04%) Manufacturing
5 1 (2.04%) Marketing
Job Titles
1 18 (36.73%) Developer
2 16 (32.65%) Business Intelligence Developer
3 11 (22.45%) Analyst
4 8 (16.33%) Architect
4 8 (16.33%) Business Developer
4 8 (16.33%) Data Architect
5 5 (10.20%) Data Analyst
5 5 (10.20%) SQL BI Developer
5 5 (10.20%) SQL Developer
6 4 (8.16%) Business Intelligence Analyst
7 2 (4.08%) Business Analyst
7 2 (4.08%) Business Intelligence Manager
7 2 (4.08%) E-Business Consultant
7 2 (4.08%) Enterprise Architect
7 2 (4.08%) Junior
7 2 (4.08%) Junior Developer
7 2 (4.08%) Microsoft Developer
7 2 (4.08%) Oracle Consultant
7 2 (4.08%) Oracle Technical Consultant
7 2 (4.08%) Technical Consultant
Libraries, Frameworks & Software Standards
1 11 (22.45%) HTML
2 6 (12.24%) MDX
3 3 (6.12%) Hibernate
3 3 (6.12%) Java EE
3 3 (6.12%) JPA
3 3 (6.12%) REST
3 3 (6.12%) SOAP
3 3 (6.12%) Spring
3 3 (6.12%) Spring Boot
3 3 (6.12%) Web Services
4 2 (4.08%) XML
5 1 (2.04%) .NET
Miscellaneous
1 14 (28.57%) Analytical Skills
2 3 (6.12%) Smart Meter
3 2 (4.08%) Greenfield Project
3 2 (4.08%) Management Information System
4 1 (2.04%) Computer Science
4 1 (2.04%) Data Structures
Operating Systems
1 2 (4.08%) Unix
Processes & Methodologies
1 33 (67.35%) Business Intelligence
2 15 (30.61%) ETL
3 13 (26.53%) Analytics
4 11 (22.45%) Agile Software Development
5 9 (18.37%) Data Management
6 8 (16.33%) Business Process Analysis
6 8 (16.33%) ITIL
6 8 (16.33%) Logical Data Model
6 8 (16.33%) Project Management
6 8 (16.33%) UML
7 7 (14.29%) Business Transformation
7 7 (14.29%) Migration
7 7 (14.29%) Stakeholder Management
8 6 (12.24%) Data Analysis
9 5 (10.20%) Change Management
9 5 (10.20%) Data Architecture
9 5 (10.20%) Data Migration
9 5 (10.20%) Data Visualisation
9 5 (10.20%) TOGAF
9 5 (10.20%) Unit Testing
Programming Languages
1 40 (81.63%) SQL
2 14 (28.57%) Java
3 11 (22.45%) T-SQL
4 8 (16.33%) Python
5 4 (8.16%) PL/SQL
6 2 (4.08%) PowerShell
6 2 (4.08%) Shell Script
6 2 (4.08%) VBA
7 1 (2.04%) C
7 1 (2.04%) C#
7 1 (2.04%) C++
7 1 (2.04%) Data Analysis Expressions (DAX)
7 1 (2.04%) JavaScript
7 1 (2.04%) R
Qualifications
1 13 (26.53%) Degree
2 1 (2.04%) Master's Degree
2 1 (2.04%) Numerate Degree
Quality Assurance & Compliance
1 8 (16.33%) Data Quality
2 2 (4.08%) QA
Vendors
1 9 (18.37%) Microsoft
2 8 (16.33%) SAP
3 6 (12.24%) Oracle
4 5 (10.20%) Birst
4 5 (10.20%) SnapLogic
5 3 (6.12%) Perforce
5 3 (6.12%) Siemens
6 2 (4.08%) IBM
6 2 (4.08%) Informatica
6 2 (4.08%) Lotus
7 1 (2.04%) Capita
7 1 (2.04%) Tableau