The following table provides summary statistics for permanent job vacancies advertised in Manchester 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 26 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
26 Mar 2017
Same period 2016 Same period 2015
Data Modelling
North West / Manchester
Rank 130 102 152
Rank change year-on-year -28 +50  
Permanent jobs citing Data Modelling 71 85 33
As % of all permanent IT jobs advertised in Manchester 1.83% 2.52% 0.88%
As % of the Processes & Methodologies category 2.00% 2.80% 1.00%
Number of salaries quoted 59 71 29
Median salary £50,000 £50,000 £46,000
Median salary % change year-on-year - +8.69%  
90% offered a salary of more than £35,000 £31,000 £40,000
10% offered a salary of more than £55,000 £55,000 £67,500
UK excluding London median salary £50,000 £47,500 £47,500
% change year-on-year +5.26% -  

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 Manchester with a requirement for process and methodology skills.

Process & Methodology Skills
Manchester
Permanent job vacancies with a requirement for process and methodology skills 3557 3032 3291
As % of all permanent IT job vacancies advertised in Manchester 91.56% 89.89% 88.09%
Number of salaries quoted 2999 2504 2714
Median salary £45,000 £45,000 £40,000
Median salary % change year-on-year - +12.50%  
90% offered a salary of more than £30,000 £30,000 £28,000
10% offered a salary of more than £62,500 £57,500 £65,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Data Modelling
Job Vacancy Trend in Manchester

The job posting trend of jobs advertised in Manchester 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 Manchester

Data Modelling
Salary Trend in Manchester

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

Salary trend for Data Modelling in Manchester

Data Modelling
Salary Histogram in Manchester

The salary distribution of IT jobs citing Data Modelling in Manchester over the 3 months to 26 March 2017.

Salary histogram for Data Modelling in Manchester

Data Modelling
Job Locations in Manchester

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Modelling within the Manchester region over the 3 months to 26 March 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
Stockport +3 7 £40,000 +18.51% 3
Bolton -12 2 £37,500 +82.92%
Cheadle - 2 £60,000 -
Salford - 1 £30,000 -
Data Modelling
North West

Data Modelling
Top 30 Related IT Skills in Manchester

For the 6 months to 26 March 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 Manchester region with a requirement for Data Modelling.

1 83 (57.64%) SQL
2 55 (38.19%) Business Intelligence
3 47 (32.64%) ETL
4 42 (29.17%) SQL Server
5 39 (27.08%) Data Warehouse
6 32 (22.22%) Oracle
6 32 (22.22%) SQL Server Integration Services
7 29 (20.14%) E-Commerce
8 28 (19.44%) Agile Software Development
8 28 (19.44%) SQL Server Reporting Services
9 27 (18.75%) Analytical Skills
10 26 (18.06%) Relational Database
11 25 (17.36%) DevOps
12 24 (16.67%) Data Architecture
12 24 (16.67%) ITIL
13 23 (15.97%) Continuous Integration
14 22 (15.28%) Degree
14 22 (15.28%) Internet
15 21 (14.58%) Migration
15 21 (14.58%) Analytics
16 20 (13.89%) iPad
16 20 (13.89%) Data Migration
17 19 (13.19%) Visualisation
18 18 (12.50%) SQL Server Analysis Services
18 18 (12.50%) Kimball Methodology
19 17 (11.81%) User Experience
19 17 (11.81%) Computer Science
19 17 (11.81%) Scrum
19 17 (11.81%) JavaScript
20 16 (11.11%) HTML

Data Modelling
Top Related IT Skills in Manchester 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 12 (8.33%) SAS
2 8 (5.56%) Confluence
3 7 (4.86%) SharePoint
4 6 (4.17%) Elasticsearch
5 4 (2.78%) Oracle Workflow
6 3 (2.08%) SAP Portal
7 2 (1.39%) CMS
7 2 (1.39%) Oracle SOA Suite
7 2 (1.39%) Sitecore CMS
8 1 (0.69%) Apache Spark
Applications
1 12 (8.33%) MS Excel
2 3 (2.08%) SPSS
3 1 (0.69%) MS PowerPoint
3 1 (0.69%) MS Project
Business Applications
1 5 (3.47%) Eloqua
2 4 (2.78%) Oracle EBS
3 3 (2.08%) Oracle Applications
3 3 (2.08%) Oracle Procure-to-Pay
4 2 (1.39%) Oracle EBS R12
5 1 (0.69%) Dynamics AX
5 1 (0.69%) Dynamics CRM
5 1 (0.69%) Oracle Assets
5 1 (0.69%) Oracle Financials
5 1 (0.69%) Oracle General Ledger
5 1 (0.69%) Oracle Payables
Cloud Services
1 15 (10.42%) Amazon AWS
2 13 (9.03%) Amazon S3
3 7 (4.86%) IaaS
3 7 (4.86%) PaaS
3 7 (4.86%) SaaS
4 6 (4.17%) Amazon EC2
5 1 (0.69%) Cloud Computing
5 1 (0.69%) Force.com
5 1 (0.69%) Google Analytics
5 1 (0.69%) Microsoft Azure
5 1 (0.69%) Responsys
Communications & Networking
1 22 (15.28%) Internet
2 6 (4.17%) DNS
2 6 (4.17%) Firewall
2 6 (4.17%) NAS
2 6 (4.17%) SAN
Database & Business Intelligence
1 42 (29.17%) SQL Server
2 39 (27.08%) Data Warehouse
3 32 (22.22%) SQL Server Integration Services
4 28 (19.44%) SQL Server Reporting Services
5 26 (18.06%) Relational Database
6 18 (12.50%) SQL Server Analysis Services
7 16 (11.11%) SQL Server 2008
8 15 (10.42%) PostgreSQL
9 13 (9.03%) BusinessObjects
9 13 (9.03%) Oracle Database
10 10 (6.94%) Big Data
10 10 (6.94%) NoSQL
10 10 (6.94%) RDBMS
11 8 (5.56%) Amazon Redshift
12 7 (4.86%) SQL Server 2005
13 6 (4.17%) QlikView
14 5 (3.47%) Power BI
14 5 (3.47%) SQL Server 2012
15 4 (2.78%) Hadoop
15 4 (2.78%) Oracle BI Publisher
Development Applications
1 15 (10.42%) Git (software)
2 8 (5.56%) JIRA
3 7 (4.86%) Team Foundation Server
4 5 (3.47%) Talend Open Studio
5 4 (2.78%) Balsamiq Mockups
5 4 (2.78%) Oracle Forms
6 3 (2.08%) Toad
7 2 (1.39%) ERwin
8 1 (0.69%) JDeveloper
8 1 (0.69%) Oracle APEX
8 1 (0.69%) SQL Server Management Studio (SSMS)
8 1 (0.69%) Visual Studio
General
1 16 (11.11%) Finance
2 12 (8.33%) Manufacturing
3 7 (4.86%) Marketing
3 7 (4.86%) Multimedia
4 6 (4.17%) Retail
5 5 (3.47%) Telecoms
6 3 (2.08%) Banking
7 2 (1.39%) Games
8 1 (0.69%) Legal
Job Titles
1 42 (29.17%) Analyst
2 31 (21.53%) Developer
3 24 (16.67%) Business Analyst
4 17 (11.81%) Business Intelligence Analyst
4 17 (11.81%) DBA
4 17 (11.81%) Senior Developer
4 17 (11.81%) SQL DBA
5 15 (10.42%) PHP Developer
5 15 (10.42%) Senior PHP Developer
5 15 (10.42%) Systems Engineer
6 14 (9.72%) Data Modeller
7 11 (7.64%) Digital Business Analyst
8 10 (6.94%) Architect
9 8 (5.56%) Administrator
9 8 (5.56%) Agile Business Analyst
9 8 (5.56%) Business Intelligence Developer
9 8 (5.56%) Lead Business Analyst
10 7 (4.86%) E-Commerce Business Analyst
11 6 (4.17%) Digital Analyst
11 6 (4.17%) SDLC Business Analyst
Libraries, Frameworks & Software Standards
1 16 (11.11%) HTML
2 15 (10.42%) Ajax
2 15 (10.42%) jQuery
3 3 (2.08%) BAPI
4 2 (1.39%) MDX
4 2 (1.39%) Oracle ADF
4 2 (1.39%) XML
5 1 (0.69%) .NET
5 1 (0.69%) Apache Flex
5 1 (0.69%) DHTML
5 1 (0.69%) Visualforce
Miscellaneous
1 27 (18.75%) Analytical Skills
2 20 (13.89%) iPad
3 17 (11.81%) Computer Science
3 17 (11.81%) User Experience
4 13 (9.03%) Management Information System
5 8 (5.56%) Data Protection Act
6 3 (2.08%) FMCG
7 2 (1.39%) Algorithms
7 2 (1.39%) Cybercrime
8 1 (0.69%) Clustering
8 1 (0.69%) Credit Risk
8 1 (0.69%) EMV
8 1 (0.69%) Enterprise Software
8 1 (0.69%) Fintech
8 1 (0.69%) Replication
Operating Systems
1 15 (10.42%) Android
1 15 (10.42%) Apple iOS
1 15 (10.42%) Mac OS X
1 15 (10.42%) Windows
2 3 (2.08%) Unix
3 2 (1.39%) Linux
Processes & Methodologies
1 55 (38.19%) Business Intelligence
2 47 (32.64%) ETL
3 29 (20.14%) E-Commerce
4 28 (19.44%) Agile Software Development
5 25 (17.36%) DevOps
6 24 (16.67%) Data Architecture
6 24 (16.67%) ITIL
7 23 (15.97%) Continuous Integration
8 21 (14.58%) Analytics
8 21 (14.58%) Migration
9 20 (13.89%) Data Migration
10 19 (13.19%) Visualisation
11 18 (12.50%) Kimball Methodology
12 17 (11.81%) Scrum
13 15 (10.42%) MVC
13 15 (10.42%) Project Management
13 15 (10.42%) Web Design
14 14 (9.72%) Data Analysis
15 13 (9.03%) Data Management
15 13 (9.03%) Data Protection
Programming Languages
1 83 (57.64%) SQL
2 17 (11.81%) JavaScript
3 15 (10.42%) PHP
4 13 (9.03%) T-SQL
5 10 (6.94%) Java
5 10 (6.94%) VBA
6 8 (5.56%) R
7 6 (4.17%) PowerShell
7 6 (4.17%) Python
8 5 (3.47%) C
8 5 (3.47%) C#
8 5 (3.47%) PL/SQL
9 3 (2.08%) ABAP
9 3 (2.08%) SAPscript
10 2 (1.39%) Shell Script
11 1 (0.69%) Apex Code
11 1 (0.69%) VB.NET
Qualifications
1 22 (15.28%) Degree
2 9 (6.25%) PhD
3 7 (4.86%) MCSA
3 7 (4.86%) Microsoft Certification
4 6 (4.17%) DV Cleared
4 6 (4.17%) Security Cleared
Quality Assurance & Compliance
1 14 (9.72%) PCI DSS
2 12 (8.33%) Data Quality
3 7 (4.86%) QA
3 7 (4.86%) SLA
4 6 (4.17%) ISO/IEC 27001
5 3 (2.08%) IFRS
5 3 (2.08%) IFRS 9
6 2 (1.39%) IAS 39
7 1 (0.69%) ISO 9001
System Software
1 6 (4.17%) VMware ESX
1 6 (4.17%) VMware ESXi
2 1 (0.69%) Docker
Systems Management
1 6 (4.17%) SCOM
2 1 (0.69%) SQL Sentry
Vendors
1 32 (22.22%) Oracle
2 14 (9.72%) Microsoft
2 14 (9.72%) Tableau
3 11 (7.64%) SAP
4 6 (4.17%) Salesforce.com
4 6 (4.17%) VMware
5 5 (3.47%) Talend
5 5 (3.47%) Teradata
6 4 (2.78%) Atlassian
7 3 (2.08%) Informatica
8 2 (1.39%) Ab Initio
8 2 (1.39%) Cloudera
8 2 (1.39%) Hyperion
8 2 (1.39%) Red Hat
8 2 (1.39%) Sitecore
9 1 (0.69%) Alteryx
9 1 (0.69%) Cognos
9 1 (0.69%) Google
9 1 (0.69%) IBM
9 1 (0.69%) Sybase
Manchester, Lancashire
DeSantis Arin Recruitment
Salary: Up to £40,000 per annum
Posted: 2 days ago
Stockport, Cheshire
Robert Walters
Salary: £60000 - £70000 per annum
Posted: 2 days ago
Stockport, Cheshire
Adria Solutions Ltd
Salary: £50000 - £65000 per annum + Benefits
Posted: 3 days ago
Manchester, Lancashire
Adria Solutions Ltd
Salary: £35000 - £42000 per annum + Benefits
Posted: 4 days ago
Stockport, Cheshire
HAYS INFORMATION TECHNOLOGY
Salary: £25000.00 - £40000.00 per annum + Benefits
Posted: 4 days ago
Manchester
Bupa
Posted: 5 days ago
Greater Manchester
Mortimer Spinks
Salary: £55000 - £85000 per annum + benefits
Posted: 5 days ago
Altrincham
Applause IT Ltd
Salary: £21000 - £27000 per annum + bens
Posted: 23 days ago
Manchester
ECOM
Salary: £25000 - £30000 per annum
Posted: 19 days ago