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 11 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
11 Dec 2016
Same period 2015 Same period 2014
Data Modelling
Rank 122 138 139
Rank change year-on-year
+16 +1
Permanent jobs citing Data Modelling 77 40 67
As % of all permanent IT jobs located in Manchester 2.06% 1.14% 1.58%
As % of the Processes & Methodologies category 2.31% 1.27% 1.84%
Number of salaries quoted 67 37 59
Median salary £47,500 £55,000 £40,000
Median salary % change year-on-year
-13.63% +37.50%
90% offered a salary of more than £34,600 £31,100 £30,000
10% offered a salary of more than £57,000 £65,000 £50,100
UK excluding London median salary £47,500 £47,500 £45,000
% change year-on-year
- +5.55%
Data Modelling
North West

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
3339 3149 3651
As % of all permanent IT jobs located in Manchester 89.49% 89.77% 86.07%
Number of salaries quoted 2939 2568 3125
Median salary £45,000 £42,500 £40,000
Median salary % change year-on-year
+5.88% +6.25%
90% offered a salary of more than £30,000 £29,500 £27,500
10% offered a salary of more than £60,000 £60,000 £60,000
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 11 December 2016.

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 11 December 2016. 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
(Click see detailed
statistics and trends)
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
Rochdale - 8 £55,000 - 1
Stockport - 6 £35,000 - 1
Bury - 2 £36,500 -
Salford - 2 £50,000 -
Bolton - 1 £37,500 -
Data Modelling
North West

Data Modelling
Top 30 Related IT Skills in Manchester

For the 6 months to 11 December 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 Manchester region with a requirement for Data Modelling.

1 78 (59.09%) SQL
2 51 (38.64%) SQL Server
2 51 (38.64%) Business Intelligence
3 45 (34.09%) Data Warehouse
4 38 (28.79%) Agile Software Development
5 31 (23.48%) DevOps
6 28 (21.21%) Oracle
7 27 (20.45%) Scrum
8 26 (19.70%) ETL
8 26 (19.70%) Data Architecture
9 23 (17.42%) Finance
9 23 (17.42%) SQL Server 2008
9 23 (17.42%) NoSQL
10 21 (15.91%) PCI DSS
10 21 (15.91%) Analytics
11 20 (15.15%) SQL Server Integration Services
12 19 (14.39%) Amazon AWS
12 19 (14.39%) Amazon Redshift
13 18 (13.64%) Relational Database
13 18 (13.64%) Software Engineering
14 17 (12.88%) SQL Server Reporting Services
14 17 (12.88%) Requirements Management
14 17 (12.88%) ISO/IEC 27001
14 17 (12.88%) Team Foundation Server
14 17 (12.88%) Customer Engagement
14 17 (12.88%) Internet
14 17 (12.88%) ITIL
14 17 (12.88%) Elasticsearch
15 16 (12.12%) Big Data
15 16 (12.12%) DNS

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 17 (12.88%) Elasticsearch
2 11 (8.33%) Confluence
3 10 (7.58%) SAS
4 7 (5.30%) SAP Portal
5 4 (3.03%) SharePoint
6 2 (1.52%) Oracle SOA Suite
Applications
1 12 (9.09%) SPSS
2 10 (7.58%) MS Excel
3 3 (2.27%) MS Office
3 3 (2.27%) Stata
Business Applications
1 2 (1.52%) Dynamics AX
2 1 (0.76%) Dynamics CRM
2 1 (0.76%) Oracle Financials
Cloud Services
1 19 (14.39%) Amazon AWS
2 16 (12.12%) Amazon EC2
2 16 (12.12%) Amazon S3
3 4 (3.03%) IaaS
3 4 (3.03%) PaaS
3 4 (3.03%) SaaS
4 1 (0.76%) Cloud Computing
4 1 (0.76%) Force.com
4 1 (0.76%) Google Analytics
4 1 (0.76%) Google Cloud Platform
4 1 (0.76%) Microsoft Azure
4 1 (0.76%) Responsys
Communications & Networking
1 17 (12.88%) Internet
2 16 (12.12%) DNS
2 16 (12.12%) Firewall
2 16 (12.12%) NAS
2 16 (12.12%) SAN
3 1 (0.76%) OpenLDAP
Database & Business Intelligence
1 51 (38.64%) SQL Server
2 45 (34.09%) Data Warehouse
3 23 (17.42%) NoSQL
3 23 (17.42%) SQL Server 2008
4 20 (15.15%) SQL Server Integration Services
5 19 (14.39%) Amazon Redshift
6 18 (13.64%) Relational Database
7 17 (12.88%) SQL Server Reporting Services
8 16 (12.12%) Big Data
9 14 (10.61%) Oracle Database
10 12 (9.09%) RDBMS
11 11 (8.33%) Hadoop
11 11 (8.33%) SQL Server Analysis Services
12 7 (5.30%) GIS
12 7 (5.30%) SAP BW
13 6 (4.55%) MongoDB
13 6 (4.55%) SQL Server 2016
14 5 (3.79%) BusinessObjects
14 5 (3.79%) QlikView
15 4 (3.03%) SQL Server 2005
Development Applications
1 17 (12.88%) Team Foundation Server
2 11 (8.33%) JIRA
3 6 (4.55%) Balsamiq Mockups
4 2 (1.52%) ERwin
5 1 (0.76%) Git (software)
5 1 (0.76%) Oracle APEX
5 1 (0.76%) SQL Server Management Studio (SSMS)
5 1 (0.76%) Talend Open Studio
5 1 (0.76%) Visual Studio
General
1 23 (17.42%) Finance
2 11 (8.33%) Retail
3 10 (7.58%) Banking
3 10 (7.58%) Manufacturing
4 4 (3.03%) Games
4 4 (3.03%) Multimedia
5 2 (1.52%) Advertising
5 2 (1.52%) Legal
5 2 (1.52%) Marketing
6 1 (0.76%) Back Office
6 1 (0.76%) Front Office
Job Titles
1 37 (28.03%) Analyst
2 29 (21.97%) DBA
3 28 (21.21%) SQL DBA
4 24 (18.18%) Administrator
5 23 (17.42%) Business Analyst
6 17 (12.88%) Senior DBA
6 17 (12.88%) Senior SQL DBA
7 16 (12.12%) Developer
8 12 (9.09%) Data Modeller
9 10 (7.58%) Business Intelligence Analyst
9 10 (7.58%) Consultant
9 10 (7.58%) Lead Business Analyst
10 9 (6.82%) Systems Engineer
11 8 (6.06%) Business Consultant
11 8 (6.06%) Business Intelligence Consultant
12 7 (5.30%) ABAP Developer
12 7 (5.30%) Agile Business Analyst
12 7 (5.30%) Architect
12 7 (5.30%) Data Architect
12 7 (5.30%) SAP Developer
Libraries, Frameworks & Software Standards
1 7 (5.30%) BAPI
2 2 (1.52%) .NET
2 2 (1.52%) HTML
3 1 (0.76%) Ajax
3 1 (0.76%) DHTML
3 1 (0.76%) jQuery
3 1 (0.76%) SAML
3 1 (0.76%) Visualforce
Miscellaneous
1 16 (12.12%) Visualisation
2 13 (9.85%) Analytical Skills
3 12 (9.09%) Management Information System
4 10 (7.58%) Computer Science
4 10 (7.58%) Data Protection Act
5 9 (6.82%) Statistics
6 7 (5.30%) FMCG
7 6 (4.55%) Credit Risk
7 6 (4.55%) iPad
8 5 (3.79%) Performance Metrics
9 4 (3.03%) Cybercrime
10 3 (2.27%) Algorithms
10 3 (2.27%) Data Integration
10 3 (2.27%) User Experience
11 2 (1.52%) Mathematics
11 2 (1.52%) Physics
11 2 (1.52%) Taxonomies
12 1 (0.76%) Clustering
12 1 (0.76%) Data Conversion
12 1 (0.76%) Economics
Operating Systems
1 5 (3.79%) Linux
2 1 (0.76%) Android
2 1 (0.76%) Apple iOS
2 1 (0.76%) Mac OS X
2 1 (0.76%) Windows
Processes & Methodologies
1 51 (38.64%) Business Intelligence
2 38 (28.79%) Agile Software Development
3 31 (23.48%) DevOps
4 27 (20.45%) Scrum
5 26 (19.70%) Data Architecture
5 26 (19.70%) ETL
6 21 (15.91%) Analytics
7 18 (13.64%) Software Engineering
8 17 (12.88%) Customer Engagement
8 17 (12.88%) ITIL
8 17 (12.88%) Requirements Management
9 13 (9.85%) Kimball Methodology
10 12 (9.09%) Data Protection
10 12 (9.09%) Performance Tuning
10 12 (9.09%) Project Management
11 11 (8.33%) BPMN
11 11 (8.33%) Data Analysis
11 11 (8.33%) Data Migration
11 11 (8.33%) Logical Data Model
11 11 (8.33%) Migration
Programming Languages
1 78 (59.09%) SQL
2 16 (12.12%) PowerShell
3 13 (9.85%) Python
3 13 (9.85%) R
4 10 (7.58%) VBA
5 7 (5.30%) ABAP
5 7 (5.30%) Java
5 7 (5.30%) SAPscript
6 6 (4.55%) T-SQL
7 5 (3.79%) C
7 5 (3.79%) C#
8 2 (1.52%) JavaScript
9 1 (0.76%) Apex Code
9 1 (0.76%) PHP
9 1 (0.76%) PL/SQL
9 1 (0.76%) VB
9 1 (0.76%) VB.NET
Qualifications
1 11 (8.33%) Degree
2 10 (7.58%) Security Cleared
3 9 (6.82%) DV Cleared
4 4 (3.03%) MCSA
4 4 (3.03%) Microsoft Certification
5 2 (1.52%) PhD
Quality Assurance & Compliance
1 21 (15.91%) PCI DSS
2 17 (12.88%) ISO/IEC 27001
3 7 (5.30%) Data Quality
3 7 (5.30%) QA
4 4 (3.03%) SLA
5 2 (1.52%) COBIT
5 2 (1.52%) IAS 39
6 1 (0.76%) ISO 9001
System Software
1 16 (12.12%) VMware ESX
1 16 (12.12%) VMware ESXi
2 1 (0.76%) Active Directory
2 1 (0.76%) Shibboleth
Systems Management
1 16 (12.12%) SCOM
Vendors
1 28 (21.21%) Oracle
2 16 (12.12%) VMware
3 14 (10.61%) Microsoft
4 10 (7.58%) SAP
5 9 (6.82%) Tableau
6 5 (3.79%) Atlassian
6 5 (3.79%) Cloudera
7 4 (3.03%) Teradata
8 3 (2.27%) Informatica
9 2 (1.52%) Ab Initio
9 2 (1.52%) Google
9 2 (1.52%) Hyperion
9 2 (1.52%) JD Edwards
10 1 (0.76%) Alteryx
10 1 (0.76%) IBM
10 1 (0.76%) Novell
10 1 (0.76%) Salesforce.com
10 1 (0.76%) Talend
Manchester, Lancashire
Michael Page International
Salary: £30000 - £40000 per annum + benefits
Posted: 3 days ago
Stockport
Applause IT Ltd
Salary: £28000 - £36000 per annum + bens
Posted: 9 days ago
Altrincham
Applause IT Ltd
Salary: £28000 - £35000 per annum + bens
Posted: 23 days ago
Manchester, Lancashire
Freshfields
Salary: Competitive
Posted: 11 days ago
Rochdale, Lancashire
Zen Internet Ltd
Salary: From £50,000 to £60,000 per annum depending on experience + benefits
Posted: 27 days ago
Manchester, North West, United Kingdom
Freshfields Bruckhaus Deringer
Salary: Competitive
Posted: 20 days ago