The table below looks at the statistics for Data Modelling skills in IT jobs advertised for the Manchester region. Included is a guide to the salaries offered in IT jobs that have cited Data Modelling over the 3 months to 26 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
26 Feb 2017
Same period 2016 Same period 2015
Data Modelling
North West / Manchester
Rank 122 107 159
Rank change year-on-year
-15 +52
Permanent jobs citing Data Modelling 82 75 36
As % of all permanent IT jobs located in Manchester 2.16% 2.25% 0.92%
As % of the Processes & Methodologies category 2.36% 2.49% 1.05%
Number of salaries quoted 70 65 32
Median salary £47,500 £50,000 £45,250
Median salary % change year-on-year
-5.00% +10.49%
90% offered a salary of more than £33,850 £31,200 £40,000
10% offered a salary of more than £54,000 £55,000 £67,500
UK excluding London median salary £47,500 £47,500 £47,500

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

Processes & Methodologies Category
Manchester
Permanent IT job ads with a match in the
Processes & Methodologies category
3470 3018 3413
As % of all permanent IT jobs located in Manchester 91.53% 90.66% 87.02%
Number of salaries quoted 2926 2479 2885
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 £27,500
10% offered a salary of more than £60,000 £57,500 £65,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Data Modelling
Jobs Demand Trend in Manchester

The demand trend of job ads across the Manchester 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 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 across the Manchester region.

Data Modelling Salary Trend in Manchester

Data Modelling
Salary Histogram in Manchester

This chart provides a salary histogram for IT jobs citing Data Modelling across the Manchester region over the 3 months to 26 February 2017.

Data Modelling Salary Histogram 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 February 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 +15 10 £37,500 +15.38% 1
Bolton -12 3 £37,500 +82.92%
Salford - 2 £40,000 -
Rochdale -13 1 £55,000 +13.40%
Data Modelling
North West

Data Modelling
Top 30 Related IT Skills in Manchester

For the 6 months to 26 February 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 89 (56.69%) SQL
2 55 (35.03%) Business Intelligence
3 47 (29.94%) Data Warehouse
3 47 (29.94%) SQL Server
4 42 (26.75%) ETL
5 36 (22.93%) Oracle
6 33 (21.02%) Agile Software Development
7 29 (18.47%) Data Architecture
7 29 (18.47%) DevOps
8 28 (17.83%) SQL Server Integration Services
8 28 (17.83%) Finance
9 26 (16.56%) ITIL
10 24 (15.29%) SQL Server Reporting Services
10 24 (15.29%) Analytical Skills
11 23 (14.65%) Relational Database
12 22 (14.01%) Scrum
12 22 (14.01%) E-Commerce
13 21 (13.38%) Internet
14 19 (12.10%) Migration
14 19 (12.10%) Degree
14 19 (12.10%) Data Migration
14 19 (12.10%) SQL Server 2008
14 19 (12.10%) Visualisation
14 19 (12.10%) Amazon AWS
15 18 (11.46%) Management Information System
15 18 (11.46%) Kimball Methodology
15 18 (11.46%) Analytics
16 17 (10.83%) Oracle Database
16 17 (10.83%) iPad
16 17 (10.83%) PCI DSS

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 11 (7.01%) SAS
2 10 (6.37%) Confluence
2 10 (6.37%) Elasticsearch
3 7 (4.46%) SharePoint
4 3 (1.91%) Oracle SOA Suite
4 3 (1.91%) Oracle Workflow
4 3 (1.91%) SAP Portal
5 2 (1.27%) CMS
5 2 (1.27%) Sitecore CMS
6 1 (0.64%) Apache Spark
Applications
1 12 (7.64%) MS Excel
2 4 (2.55%) SPSS
3 2 (1.27%) MS Office
4 1 (0.64%) MS PowerPoint
4 1 (0.64%) MS Project
Business Applications
1 5 (3.18%) Eloqua
2 3 (1.91%) Oracle EBS
3 2 (1.27%) Oracle Applications
3 2 (1.27%) Oracle EBS R12
3 2 (1.27%) Oracle Procure-to-Pay
4 1 (0.64%) Dynamics AX
4 1 (0.64%) Dynamics CRM
4 1 (0.64%) Oracle Assets
4 1 (0.64%) Oracle Financials
4 1 (0.64%) Oracle General Ledger
4 1 (0.64%) Oracle Payables
Cloud Services
1 19 (12.10%) Amazon AWS
2 16 (10.19%) Amazon S3
3 10 (6.37%) Amazon EC2
4 7 (4.46%) IaaS
4 7 (4.46%) PaaS
4 7 (4.46%) SaaS
5 1 (0.64%) Cloud Computing
5 1 (0.64%) Force.com
5 1 (0.64%) Google Analytics
5 1 (0.64%) Google Cloud Platform
5 1 (0.64%) Microsoft Azure
5 1 (0.64%) Responsys
Communications & Networking
1 21 (13.38%) Internet
2 10 (6.37%) DNS
2 10 (6.37%) Firewall
2 10 (6.37%) NAS
2 10 (6.37%) SAN
Database & Business Intelligence
1 47 (29.94%) Data Warehouse
1 47 (29.94%) SQL Server
2 28 (17.83%) SQL Server Integration Services
3 24 (15.29%) SQL Server Reporting Services
4 23 (14.65%) Relational Database
5 19 (12.10%) SQL Server 2008
6 17 (10.83%) Oracle Database
7 16 (10.19%) NoSQL
8 15 (9.55%) Big Data
8 15 (9.55%) SQL Server Analysis Services
9 13 (8.28%) Amazon Redshift
10 11 (7.01%) RDBMS
11 10 (6.37%) PostgreSQL
12 9 (5.73%) BusinessObjects
13 7 (4.46%) Hadoop
13 7 (4.46%) QlikView
13 7 (4.46%) SQL Server 2005
14 5 (3.18%) MongoDB
14 5 (3.18%) Power BI
15 4 (2.55%) SQL Server 2016
Development Applications
1 11 (7.01%) Team Foundation Server
2 10 (6.37%) Git (software)
2 10 (6.37%) JIRA
3 5 (3.18%) Balsamiq Mockups
4 4 (2.55%) Talend Open Studio
5 3 (1.91%) Oracle Forms
6 2 (1.27%) ERwin
6 2 (1.27%) Toad
7 1 (0.64%) JDeveloper
7 1 (0.64%) Oracle APEX
7 1 (0.64%) SQL Server Management Studio (SSMS)
7 1 (0.64%) Visual Studio
General
1 28 (17.83%) Finance
2 12 (7.64%) Manufacturing
3 7 (4.46%) Multimedia
3 7 (4.46%) Retail
4 6 (3.82%) Banking
4 6 (3.82%) Marketing
5 5 (3.18%) Telecoms
6 4 (2.55%) Games
7 1 (0.64%) Legal
Job Titles
1 46 (29.30%) Analyst
2 27 (17.20%) Business Analyst
3 25 (15.92%) Developer
4 23 (14.65%) DBA
5 22 (14.01%) Data Modeller
5 22 (14.01%) SQL DBA
6 17 (10.83%) Business Intelligence Analyst
7 15 (9.55%) Administrator
7 15 (9.55%) Systems Engineer
8 13 (8.28%) Architect
9 11 (7.01%) Data Architect
9 11 (7.01%) Digital Business Analyst
9 11 (7.01%) Senior Developer
10 10 (6.37%) Lead Business Analyst
10 10 (6.37%) PHP Developer
10 10 (6.37%) Senior DBA
10 10 (6.37%) Senior PHP Developer
10 10 (6.37%) Senior SQL DBA
11 8 (5.10%) Agile Business Analyst
12 7 (4.46%) E-Commerce Business Analyst
Libraries, Frameworks & Software Standards
1 11 (7.01%) HTML
2 10 (6.37%) Ajax
2 10 (6.37%) jQuery
3 3 (1.91%) BAPI
4 2 (1.27%) XML
5 1 (0.64%) .NET
5 1 (0.64%) Apache Flex
5 1 (0.64%) DHTML
5 1 (0.64%) Oracle ADF
5 1 (0.64%) Visualforce
Miscellaneous
1 24 (15.29%) Analytical Skills
2 18 (11.46%) Management Information System
3 17 (10.83%) Computer Science
3 17 (10.83%) iPad
4 12 (7.64%) User Experience
5 11 (7.01%) Data Protection Act
6 4 (2.55%) Cybercrime
7 3 (1.91%) Algorithms
7 3 (1.91%) FMCG
8 2 (1.27%) Credit Risk
8 2 (1.27%) Taxonomies
9 1 (0.64%) Clustering
9 1 (0.64%) Fintech
9 1 (0.64%) Replication
Operating Systems
1 10 (6.37%) Android
1 10 (6.37%) Apple iOS
1 10 (6.37%) Mac OS X
1 10 (6.37%) Windows
2 4 (2.55%) Linux
3 2 (1.27%) Unix
Processes & Methodologies
1 55 (35.03%) Business Intelligence
2 42 (26.75%) ETL
3 33 (21.02%) Agile Software Development
4 29 (18.47%) Data Architecture
4 29 (18.47%) DevOps
5 26 (16.56%) ITIL
6 22 (14.01%) E-Commerce
6 22 (14.01%) Scrum
7 19 (12.10%) Data Migration
7 19 (12.10%) Migration
7 19 (12.10%) Visualisation
8 18 (11.46%) Analytics
8 18 (11.46%) Kimball Methodology
9 17 (10.83%) Requirements Management
10 16 (10.19%) Continuous Integration
10 16 (10.19%) Data Analysis
10 16 (10.19%) Data Protection
10 16 (10.19%) Project Management
11 13 (8.28%) Data Management
11 13 (8.28%) Software Engineering
Programming Languages
1 89 (56.69%) SQL
2 12 (7.64%) JavaScript
3 11 (7.01%) VBA
4 10 (6.37%) PHP
4 10 (6.37%) PowerShell
4 10 (6.37%) R
4 10 (6.37%) T-SQL
5 8 (5.10%) Python
6 7 (4.46%) Java
7 6 (3.82%) C
8 5 (3.18%) C#
9 4 (2.55%) PL/SQL
10 3 (1.91%) ABAP
10 3 (1.91%) SAPscript
11 1 (0.64%) Apex Code
11 1 (0.64%) Shell Script
11 1 (0.64%) VB.NET
Qualifications
1 19 (12.10%) Degree
2 9 (5.73%) DV Cleared
2 9 (5.73%) PhD
2 9 (5.73%) Security Cleared
3 7 (4.46%) MCSA
3 7 (4.46%) Microsoft Certification
Quality Assurance & Compliance
1 17 (10.83%) PCI DSS
2 11 (7.01%) Data Quality
3 10 (6.37%) ISO/IEC 27001
4 7 (4.46%) QA
4 7 (4.46%) SLA
5 4 (2.55%) IFRS
5 4 (2.55%) IFRS 9
6 2 (1.27%) COBIT
6 2 (1.27%) IAS 39
System Software
1 10 (6.37%) VMware ESX
1 10 (6.37%) VMware ESXi
2 1 (0.64%) Docker
Systems Management
1 10 (6.37%) SCOM
2 1 (0.64%) SQL Sentry
Vendors
1 36 (22.93%) Oracle
2 14 (8.92%) Tableau
3 13 (8.28%) Microsoft
4 10 (6.37%) VMware
5 8 (5.10%) SAP
6 6 (3.82%) Salesforce.com
6 6 (3.82%) Teradata
7 5 (3.18%) Atlassian
8 4 (2.55%) Talend
9 3 (1.91%) Cloudera
9 3 (1.91%) Informatica
10 2 (1.27%) Ab Initio
10 2 (1.27%) Google
10 2 (1.27%) Hyperion
10 2 (1.27%) Sitecore
11 1 (0.64%) Alteryx
11 1 (0.64%) IBM
11 1 (0.64%) JD Edwards
11 1 (0.64%) Sybase
Manchester, Lancashire
Adria Solutions Ltd
Salary: £35000 - £42000 per annum + Benefits
Posted: 4 days ago
Stockport, Cheshire
Net Recruit.co.uk Ltd
Salary: Up to £40,000 DOE
Posted: 6 days ago