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 30 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 Sep 2016
Same period 2015 Same period 2014
Data Modelling
Rank 128 136 139
Rank change year-on-year
+8 +3
Permanent jobs citing Data Modelling 66 58 56
As % of all permanent IT jobs located in Manchester 1.74% 1.49% 1.37%
As % of the Processes & Methodologies category 1.94% 1.66% 1.57%
Number of salaries quoted 46 47 50
Median salary £50,000 £52,500 £42,500
Median salary % change year-on-year
-4.76% +23.52%
90% offered a salary of more than £33,500 £35,000 £31,000
10% offered a salary of more than £55,000 £70,000 £50,000
UK excluding London median salary £47,500 £50,000 £45,000
% change year-on-year
-5.00% +11.11%
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
3400 3489 3566
As % of all permanent IT jobs located in Manchester 89.83% 89.85% 87.19%
Number of salaries quoted 2904 2888 2954
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 £30,000 £27,500
10% offered a salary of more than £61,500 £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 30 September 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 30 September 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 - 10 £55,000 -
Salford - 5 £50,000 -
Cheadle - 2 £30,000 -
Stockport - 2 £30,000 -
Bolton - 1 - -
Data Modelling
North West

Data Modelling
Top 30 Related IT Skills in Manchester

For the 6 months to 30 September 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 64 (58.18%) SQL
2 39 (35.45%) SQL Server
3 37 (33.64%) Agile Software Development
4 35 (31.82%) Business Intelligence
5 29 (26.36%) Data Warehouse
6 24 (21.82%) Finance
7 23 (20.91%) Analytics
8 21 (19.09%) UML
9 20 (18.18%) Oracle
9 20 (18.18%) Microsoft
9 20 (18.18%) Data Architecture
10 19 (17.27%) Retail
11 18 (16.36%) NoSQL
11 18 (16.36%) Big Data
12 17 (15.45%) SDLC
12 17 (15.45%) SQL Server 2008
13 16 (14.55%) BPMN
13 16 (14.55%) Project Management
14 15 (13.64%) SPSS
14 15 (13.64%) Visualisation
15 14 (12.73%) R
15 14 (12.73%) Stakeholder Management
15 14 (12.73%) Scrum
16 13 (11.82%) ETL
16 13 (11.82%) Python
16 13 (11.82%) DevOps
17 12 (10.91%) Amazon Redshift
17 12 (10.91%) Logical Data Model
17 12 (10.91%) Elasticsearch
17 12 (10.91%) SAS

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 (10.91%) Elasticsearch
1 12 (10.91%) SAS
2 11 (10.00%) Confluence
3 4 (3.64%) SAP Portal
4 1 (0.91%) Apache
4 1 (0.91%) SharePoint
Applications
1 15 (13.64%) SPSS
2 11 (10.00%) MS Excel
2 11 (10.00%) MS Office
3 3 (2.73%) Stata
Business Applications
1 1 (0.91%) Dynamics AX
1 1 (0.91%) Dynamics CRM
1 1 (0.91%) Oracle EBS
1 1 (0.91%) Oracle Financials
1 1 (0.91%) Oracle Retail
1 1 (0.91%) SAP BPC
1 1 (0.91%) SAP Oil and Gas
Cloud Services
1 12 (10.91%) Amazon AWS
2 10 (9.09%) Amazon EC2
2 10 (9.09%) Amazon S3
3 1 (0.91%) Google Cloud Platform
3 1 (0.91%) SaaS
Communications & Networking
1 11 (10.00%) SAN
2 10 (9.09%) DNS
2 10 (9.09%) Firewall
2 10 (9.09%) Internet
2 10 (9.09%) NAS
3 1 (0.91%) OpenLDAP
Database & Business Intelligence
1 39 (35.45%) SQL Server
2 29 (26.36%) Data Warehouse
3 18 (16.36%) Big Data
3 18 (16.36%) NoSQL
4 17 (15.45%) SQL Server 2008
5 12 (10.91%) Amazon Redshift
6 11 (10.00%) Hadoop
7 10 (9.09%) Oracle Database
8 9 (8.18%) Relational Database
9 8 (7.27%) SQL Server Integration Services
10 7 (6.36%) MongoDB
10 7 (6.36%) SQL Server Reporting Services
11 6 (5.45%) SAP BW
12 5 (4.55%) RDBMS
12 5 (4.55%) SQL Server 2016
13 4 (3.64%) Enterprise Data Warehouse
13 4 (3.64%) GIS
13 4 (3.64%) QlikView
13 4 (3.64%) SQL Server Analysis Services
14 3 (2.73%) BusinessObjects
Development Applications
1 11 (10.00%) JIRA
1 11 (10.00%) Team Foundation Server
2 10 (9.09%) Balsamiq Mockups
3 2 (1.82%) ERwin
4 1 (0.91%) SQL Server Management Studio (SSMS)
4 1 (0.91%) Talend Open Studio
4 1 (0.91%) Visual Studio
General
1 24 (21.82%) Finance
2 19 (17.27%) Retail
3 11 (10.00%) Banking
4 8 (7.27%) Manufacturing
5 4 (3.64%) Marketing
6 2 (1.82%) Advertising
6 2 (1.82%) Games
6 2 (1.82%) Publishing
7 1 (0.91%) Back Office
7 1 (0.91%) Electronics
7 1 (0.91%) Front Office
7 1 (0.91%) Legal
7 1 (0.91%) Telecoms
Job Titles
1 30 (27.27%) Analyst
2 22 (20.00%) DBA
3 21 (19.09%) Business Analyst
4 20 (18.18%) SQL DBA
5 18 (16.36%) Administrator
6 12 (10.91%) Senior DBA
6 12 (10.91%) Senior SQL DBA
7 11 (10.00%) Developer
8 10 (9.09%) Data Modeller
8 10 (9.09%) Technical Analyst
8 10 (9.09%) Technical Business Analyst
9 9 (8.18%) Consultant
10 8 (7.27%) Architect
10 8 (7.27%) Business Intelligence Consultant
10 8 (7.27%) Data Architect
11 6 (5.45%) Data Scientist
12 5 (4.55%) Analytics Consultant
12 5 (4.55%) Business Consultant
12 5 (4.55%) Data Analytics Consultant
12 5 (4.55%) Data Manager
Libraries, Frameworks & Software Standards
1 4 (3.64%) BAPI
2 3 (2.73%) .NET
3 1 (0.91%) Kafka
3 1 (0.91%) Middleware
3 1 (0.91%) Oracle Fusion
3 1 (0.91%) SAML
Miscellaneous
1 15 (13.64%) Visualisation
2 8 (7.27%) Analytical Skills
2 8 (7.27%) Credit Risk
2 8 (7.27%) Statistics
3 6 (5.45%) Management Information System
4 5 (4.55%) Computer Science
4 5 (4.55%) Data Protection Act
5 4 (3.64%) Algorithms
5 4 (3.64%) Clustering
5 4 (3.64%) FMCG
5 4 (3.64%) Replication
6 3 (2.73%) Economics
7 2 (1.82%) Cybercrime
7 2 (1.82%) Data Integration
7 2 (1.82%) Mathematics
7 2 (1.82%) Physics
7 2 (1.82%) Taxonomies
8 1 (0.91%) Data Structures
8 1 (0.91%) IBM XIV
8 1 (0.91%) Performance Metrics
Operating Systems
1 5 (4.55%) Linux
2 2 (1.82%) Windows
2 2 (1.82%) Windows Server
3 1 (0.91%) Windows Server 2008
3 1 (0.91%) Windows Server 2012
Processes & Methodologies
1 37 (33.64%) Agile Software Development
2 35 (31.82%) Business Intelligence
3 23 (20.91%) Analytics
4 21 (19.09%) UML
5 20 (18.18%) Data Architecture
6 17 (15.45%) SDLC
7 16 (14.55%) BPMN
7 16 (14.55%) Project Management
8 14 (12.73%) Scrum
8 14 (12.73%) Stakeholder Management
9 13 (11.82%) DevOps
9 13 (11.82%) ETL
10 12 (10.91%) Business Analysis
10 12 (10.91%) Customer Engagement
10 12 (10.91%) Logical Data Model
10 12 (10.91%) Software Engineering
10 12 (10.91%) User Acceptance Testing
11 11 (10.00%) Requirements Analysis
11 11 (10.00%) Requirements Management
12 10 (9.09%) Use Case
Programming Languages
1 64 (58.18%) SQL
2 14 (12.73%) R
3 13 (11.82%) Python
4 11 (10.00%) PowerShell
5 6 (5.45%) ABAP
5 6 (5.45%) T-SQL
6 4 (3.64%) Java
6 4 (3.64%) SAPscript
7 2 (1.82%) VBA
8 1 (0.91%) C
8 1 (0.91%) C#
8 1 (0.91%) C++
8 1 (0.91%) MATLAB
8 1 (0.91%) PL/SQL
8 1 (0.91%) Shell Script
8 1 (0.91%) Tcl
8 1 (0.91%) VB
8 1 (0.91%) VB.NET
Qualifications
1 9 (8.18%) Degree
2 4 (3.64%) Security Cleared
3 3 (2.73%) DV Cleared
4 2 (1.82%) PhD
5 1 (0.91%) OCP
5 1 (0.91%) Oracle Certification
Quality Assurance & Compliance
1 12 (10.91%) ISO/IEC 27001
1 12 (10.91%) PCI DSS
2 5 (4.55%) QA
3 4 (3.64%) Data Quality
4 2 (1.82%) COBIT
4 2 (1.82%) ISO 9001
System Software
1 10 (9.09%) VMware ESX
1 10 (9.09%) VMware ESXi
2 1 (0.91%) Active Directory
2 1 (0.91%) Shibboleth
2 1 (0.91%) SRDF
Systems Management
1 10 (9.09%) SCOM
2 1 (0.91%) LiteSpeed
Vendors
1 20 (18.18%) Microsoft
1 20 (18.18%) Oracle
2 11 (10.00%) SAP
3 10 (9.09%) VMware
4 6 (5.45%) Tableau
5 5 (4.55%) Cloudera
5 5 (4.55%) Teradata
6 2 (1.82%) IBM
7 1 (0.91%) Alteryx
7 1 (0.91%) Atlassian
7 1 (0.91%) EMC
7 1 (0.91%) Google
7 1 (0.91%) Informatica
7 1 (0.91%) JD Edwards
7 1 (0.91%) Novell
7 1 (0.91%) PeopleSoft
7 1 (0.91%) Remedy
7 1 (0.91%) Talend
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