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 3 months to 25 June 2017 with a comparison to the same period in the previous 2 years.

Data Modelling
England / East Midlands
3 months to
25 Jun 2017
Same period 2016 Same period 2015
Rank 121 135 131
Rank change year-on-year +14 -4  
Permanent jobs citing Data Modelling 35 46 60
As % of all permanent IT jobs advertised in the East Midlands 1.33% 1.42% 1.59%
As % of the Processes & Methodologies category 1.51% 1.60% 1.82%
Number of salaries quoted 28 24 46
Median salary £41,500 £53,750 £47,500
Median salary % change year-on-year -22.79% +13.15%  
90% offered a salary of more than £31,450 £40,000 £35,000
10% offered a salary of more than £59,000 £80,000 £57,500
UK excluding London median salary £48,500 £47,500 £45,500
% change year-on-year +2.10% +4.39%  

Data Modelling is in the process and methodology skills category. The next 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 and methodology skills.

Process & Methodology Skills
East Midlands
Permanent job vacancies with a requirement for process and methodology skills 2321 2871 3289
As % of all permanent IT job vacancies advertised in the East Midlands 88.08% 88.69% 87.38%
Number of salaries quoted 1946 2294 2739
Median salary £44,500 £42,500 £42,500
Median salary % change year-on-year +4.70% -  
90% offered a salary of more than £30,000 £29,000 £27,500
10% offered a salary of more than £65,000 £60,000 £62,500
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Data Modelling
Job Vacancy Trend in the East Midlands

The job posting trend of jobs advertised in the East Midlands citing Data Modelling as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

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 3 months to 25 June 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 3 months to 25 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Northamptonshire +8 19 £38,000 -52.50% 1
Nottinghamshire +1 11 £47,500 -13.63% 3
Derbyshire +7 2 £57,500 +35.29%
Lincolnshire - 2 £35,000 -
Data Modelling
England

For the 6 months to 25 June 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 49 (60.49%) SQL
2 44 (54.32%) Data Warehouse
3 43 (53.09%) Business Intelligence
4 35 (43.21%) SQL Server Integration Services
5 33 (40.74%) SQL Server Analysis Services
6 31 (38.27%) ETL
7 28 (34.57%) SQL Server
8 24 (29.63%) Agile Software Development
8 24 (29.63%) Analytical Skills
9 22 (27.16%) Analytics
10 20 (24.69%) Java
11 19 (23.46%) Microsoft
12 18 (22.22%) UML
12 18 (22.22%) Data Quality
13 17 (20.99%) HTML
13 17 (20.99%) Data Mining
14 16 (19.75%) ITIL
14 16 (19.75%) Data Architecture
14 16 (19.75%) SQL Server Reporting Services
14 16 (19.75%) SQL Server 2016
15 15 (18.52%) Finance
16 14 (17.28%) T-SQL
17 13 (16.05%) OLAP
17 13 (16.05%) OLTP
17 13 (16.05%) Business Process Analysis
18 12 (14.81%) Greenfield Project
18 12 (14.81%) Stakeholder Management
18 12 (14.81%) Data Management
19 11 (13.58%) Degree
19 11 (13.58%) Kimball Methodology

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 6 (7.41%) Oracle SOA Suite
2 5 (6.17%) Oracle Workflow
3 4 (4.94%) WebLogic
4 3 (3.70%) SAS
5 2 (2.47%) CMS
5 2 (2.47%) SharePoint
5 2 (2.47%) Skype for Business
6 1 (1.23%) Apache Pig
6 1 (1.23%) Apache Solr
6 1 (1.23%) Apache Spark
6 1 (1.23%) Elasticsearch
Applications
1 4 (4.94%) Microsoft Excel
2 3 (3.70%) Microsoft Office
2 3 (3.70%) MS Visio
3 1 (1.23%) Microsoft PowerPoint
3 1 (1.23%) Microsoft Project
3 1 (1.23%) Spreadsheet
3 1 (1.23%) SPSS
Business Applications
1 4 (4.94%) Dynamics AX
1 4 (4.94%) Oracle BPM
2 3 (3.70%) Eloqua
3 2 (2.47%) Oracle EBS
Cloud Services
1 2 (2.47%) Force.com
1 2 (2.47%) Office 365
1 2 (2.47%) Salesforce Service Cloud
2 1 (1.23%) Cortana Intelligence Suite
2 1 (1.23%) Dynamics 365
2 1 (1.23%) Microsoft Azure
2 1 (1.23%) SaaS
Communications & Networking
1 2 (2.47%) LAN
1 2 (2.47%) Skype
1 2 (2.47%) VoIP
1 2 (2.47%) WAN
Database & Business Intelligence
1 44 (54.32%) Data Warehouse
2 35 (43.21%) SQL Server Integration Services
3 33 (40.74%) SQL Server Analysis Services
4 28 (34.57%) SQL Server
5 17 (20.99%) Data Mining
6 16 (19.75%) SQL Server 2016
6 16 (19.75%) SQL Server Reporting Services
7 13 (16.05%) OLAP
7 13 (16.05%) OLTP
8 10 (12.35%) Power BI
9 9 (11.11%) Big Data
10 8 (9.88%) Star Schema
11 6 (7.41%) SQL Server 2014
12 5 (6.17%) Enterprise Data Warehouse
13 4 (4.94%) PowerCenter
14 3 (3.70%) BusinessObjects
15 2 (2.47%) Hadoop
15 2 (2.47%) PostgreSQL
15 2 (2.47%) QlikView
15 2 (2.47%) SQL Server 2012
Development Applications
1 2 (2.47%) Ant
1 2 (2.47%) Eclipse
1 2 (2.47%) Rational Rose
2 1 (1.23%) ERwin
2 1 (1.23%) Octopus Deploy
2 1 (1.23%) Oracle Forms
2 1 (1.23%) Ranorex
2 1 (1.23%) TeamCity
2 1 (1.23%) Toad
General
1 15 (18.52%) Finance
2 8 (9.88%) Advertising
3 7 (8.64%) Manufacturing
4 6 (7.41%) Retail
5 5 (6.17%) Billing
5 5 (6.17%) Legal
6 3 (3.70%) Pharmaceutical
6 3 (3.70%) Telecoms
7 1 (1.23%) Marketing
Job Titles
1 36 (44.44%) Developer
2 19 (23.46%) Analyst
3 17 (20.99%) Architect
4 16 (19.75%) Business Intelligence Developer
5 15 (18.52%) Data Warehouse Developer
6 12 (14.81%) SQL Developer
7 11 (13.58%) Data Analyst
7 11 (13.58%) SQL BI Developer
8 8 (9.88%) Business Analyst
9 7 (8.64%) Analyst Developer
9 7 (8.64%) Business Intelligence Analyst
9 7 (8.64%) Business Intelligence Data Analyst
9 7 (8.64%) Developer Analyst
9 7 (8.64%) SQL Analyst
9 7 (8.64%) SQL Data Analyst
10 6 (7.41%) Data Architect
11 5 (6.17%) Consultant
11 5 (6.17%) Oracle Consultant
11 5 (6.17%) Senior Developer
11 5 (6.17%) Solutions Architect
Libraries, Frameworks & Software Standards
1 17 (20.99%) HTML
2 9 (11.11%) .NET
3 6 (7.41%) XML
4 5 (6.17%) Web Services
5 4 (4.94%) REST
5 4 (4.94%) SOAP
5 4 (4.94%) WebCenter
6 2 (2.47%) .NET Framework
6 2 (2.47%) D3.js
6 2 (2.47%) jQuery
6 2 (2.47%) Visualforce
6 2 (2.47%) XSLT
7 1 (1.23%) CSS
7 1 (1.23%) CSS3
7 1 (1.23%) HTML5
7 1 (1.23%) Lucene
7 1 (1.23%) Mason
7 1 (1.23%) Natural Language Processing
Miscellaneous
1 24 (29.63%) Analytical Skills
2 12 (14.81%) Greenfield Project
3 8 (9.88%) Data Structures
4 4 (4.94%) Management Information System
5 3 (3.70%) Smart Meter
6 2 (2.47%) Computer Science
6 2 (2.47%) Enterprise Software
6 2 (2.47%) N-Tier
6 2 (2.47%) Taxonomies
7 1 (1.23%) Clustering
7 1 (1.23%) Web 2.0
Operating Systems
1 2 (2.47%) Unix
2 1 (1.23%) Linux
2 1 (1.23%) Windows
2 1 (1.23%) Windows Server
Processes & Methodologies
1 43 (53.09%) Business Intelligence
2 31 (38.27%) ETL
3 24 (29.63%) Agile Software Development
4 22 (27.16%) Analytics
5 18 (22.22%) UML
6 16 (19.75%) Data Architecture
6 16 (19.75%) ITIL
7 13 (16.05%) Business Process Analysis
8 12 (14.81%) Data Management
8 12 (14.81%) Stakeholder Management
9 11 (13.58%) Kimball Methodology
10 10 (12.35%) Data Analysis
10 10 (12.35%) Migration
11 9 (11.11%) Data Migration
11 9 (11.11%) Predictive Analytics
11 9 (11.11%) Visualisation
12 8 (9.88%) ERP
13 7 (8.64%) Continuous Improvement
13 7 (8.64%) Data Visualisation
13 7 (8.64%) Waterfall
Programming Languages
1 49 (60.49%) SQL
2 20 (24.69%) Java
3 14 (17.28%) T-SQL
4 7 (8.64%) PowerShell
5 4 (4.94%) Data Analysis Expressions (DAX)
6 3 (3.70%) JavaScript
6 3 (3.70%) R
7 2 (2.47%) Apex Code
7 2 (2.47%) PL/SQL
7 2 (2.47%) Python
7 2 (2.47%) SOQL
8 1 (1.23%) C
8 1 (1.23%) C#
8 1 (1.23%) C++
8 1 (1.23%) Shell Script
8 1 (1.23%) VBA
Qualifications
1 11 (13.58%) Degree
2 1 (1.23%) Computer Science Degree
2 1 (1.23%) Master's Degree
2 1 (1.23%) Numerate Degree
Quality Assurance & Compliance
1 18 (22.22%) Data Quality
2 1 (1.23%) PMO
System Software
1 2 (2.47%) Active Directory
Vendors
1 19 (23.46%) Microsoft
2 9 (11.11%) Oracle
3 8 (9.88%) Informatica
4 6 (7.41%) Tableau
5 4 (4.94%) JD Edwards
5 4 (4.94%) SAP
6 3 (3.70%) Siemens
7 2 (2.47%) Salesforce.com
8 1 (1.23%) HP
8 1 (1.23%) IBM
Nottingham, Nottinghamshire
HAYS INFORMATION TECHNOLOGY
Salary: £30000.00 - £40000.00 per annum
Posted: 4 days ago
Northamptonshire
Nigel Frank International
Salary: £45000 - £58000 per annum + benefits
Posted: 5 days ago
Nottingham
Wipro
Salary: Highly Competitive
Posted: 17 days ago