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

3 months to
30 Aug 2016
Same period 2015 Same period 2014
Data Modelling
Rank 144 145 144
Rank change year-on-year
+1 -1
Permanent jobs citing Data Modelling 48 46 49
As % of all permanent IT jobs located in Manchester 1.29% 1.22% 1.21%
As % of the Processes & Methodologies category 1.44% 1.36% 1.40%
Number of salaries quoted 40 35 43
Median salary £43,750 £50,000 £39,000
Median salary % change year-on-year
-12.50% +28.20%
90% offered a salary of more than £31,300 £35,000 £34,200
10% offered a salary of more than £55,000 £61,000 £45,000
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
3341 3375 3501
As % of all permanent IT jobs located in Manchester 89.86% 89.40% 86.34%
Number of salaries quoted 2799 2819 2812
Median salary £44,000 £42,500 £40,000
Median salary % change year-on-year
+3.52% +6.25%
90% offered a salary of more than £30,000 £29,000 £27,000
10% offered a salary of more than £60,000 £57,000 £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 August 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 August 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 - 9 £55,000 - 1
Stockport -7 2 £30,000 -16.66%
Bolton - 2 £42,500 -
Cheadle - 2 £30,000 -
Salford - 2 £50,000 - 1
Data Modelling
North West

Data Modelling
Top 30 Related IT Skills in Manchester

For the 6 months to 30 August 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 71 (68.93%) SQL
2 41 (39.81%) Agile Software Development
3 37 (35.92%) SQL Server
4 33 (32.04%) Business Intelligence
5 27 (26.21%) UML
6 26 (25.24%) Microsoft
7 24 (23.30%) SDLC
8 23 (22.33%) Project Management
9 22 (21.36%) Data Warehouse
9 22 (21.36%) Retail
9 22 (21.36%) Analytics
10 21 (20.39%) SQL Server 2008
11 19 (18.45%) BPMN
11 19 (18.45%) Stakeholder Management
12 17 (16.50%) Visualisation
13 15 (14.56%) NoSQL
13 15 (14.56%) User Acceptance Testing
13 15 (14.56%) Business Analysis
13 15 (14.56%) MS Excel
13 15 (14.56%) Logical Data Model
14 14 (13.59%) SPSS
14 14 (13.59%) Requirements Analysis
14 14 (13.59%) Data Architecture
15 13 (12.62%) Customer Engagement
15 13 (12.62%) Confluence
15 13 (12.62%) Balsamiq Mockups
15 13 (12.62%) JIRA
15 13 (12.62%) SQL Server Integration Services
15 13 (12.62%) Use Case
15 13 (12.62%) MS Office

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 13 (12.62%) Confluence
1 13 (12.62%) Elasticsearch
2 11 (10.68%) SAS
3 4 (3.88%) SAP Portal
4 1 (0.97%) Apache
4 1 (0.97%) SharePoint
Applications
1 15 (14.56%) MS Excel
2 14 (13.59%) SPSS
3 13 (12.62%) MS Office
4 3 (2.91%) Stata
Business Applications
1 1 (0.97%) Dynamics AX
1 1 (0.97%) Dynamics CRM
1 1 (0.97%) Oracle EBS
1 1 (0.97%) Oracle Retail
1 1 (0.97%) SAP BPC
1 1 (0.97%) SAP Oil and Gas
Cloud Services
1 8 (7.77%) Amazon AWS
1 8 (7.77%) Amazon EC2
1 8 (7.77%) Amazon S3
2 1 (0.97%) SaaS
Communications & Networking
1 8 (7.77%) Internet
1 8 (7.77%) SAN
2 7 (6.80%) DNS
2 7 (6.80%) Firewall
2 7 (6.80%) NAS
3 1 (0.97%) OpenLDAP
Database & Business Intelligence
1 37 (35.92%) SQL Server
2 22 (21.36%) Data Warehouse
3 21 (20.39%) SQL Server 2008
4 15 (14.56%) NoSQL
5 13 (12.62%) SQL Server Integration Services
6 12 (11.65%) SQL Server Reporting Services
7 11 (10.68%) Big Data
8 9 (8.74%) Relational Database
9 8 (7.77%) Amazon Redshift
9 8 (7.77%) MongoDB
10 6 (5.83%) Hadoop
10 6 (5.83%) Neo4j
10 6 (5.83%) SAP BW
10 6 (5.83%) SQL Server 2014
11 4 (3.88%) GIS
11 4 (3.88%) RDBMS
11 4 (3.88%) SQL Server Analysis Services
12 3 (2.91%) BusinessObjects
12 3 (2.91%) Oracle Database
12 3 (2.91%) QlikView
Development Applications
1 13 (12.62%) Balsamiq Mockups
1 13 (12.62%) JIRA
2 7 (6.80%) Team Foundation Server
General
1 22 (21.36%) Retail
2 12 (11.65%) Finance
3 9 (8.74%) Banking
3 9 (8.74%) Manufacturing
4 4 (3.88%) Marketing
5 3 (2.91%) Advertising
6 2 (1.94%) Publishing
7 1 (0.97%) Back Office
7 1 (0.97%) Electronics
7 1 (0.97%) Front Office
7 1 (0.97%) Legal
7 1 (0.97%) Telecoms
Job Titles
1 36 (34.95%) Analyst
2 26 (25.24%) Business Analyst
3 22 (21.36%) DBA
4 21 (20.39%) SQL DBA
5 15 (14.56%) Administrator
6 13 (12.62%) Technical Analyst
6 13 (12.62%) Technical Business Analyst
7 12 (11.65%) Developer
7 12 (11.65%) Senior DBA
7 12 (11.65%) Senior SQL DBA
8 9 (8.74%) Consultant
9 8 (7.77%) SQL Server DBA
9 8 (7.77%) Systems Analyst
10 7 (6.80%) Business Intelligence Consultant
11 6 (5.83%) Data Scientist
12 5 (4.85%) Business Systems Analyst
12 5 (4.85%) Data Manager
13 4 (3.88%) Business Consultant
13 4 (3.88%) Data Consultant
13 4 (3.88%) SAP Developer
Libraries, Frameworks & Software Standards
1 4 (3.88%) BAPI
2 2 (1.94%) .NET
3 1 (0.97%) Kafka
3 1 (0.97%) Middleware
3 1 (0.97%) Oracle Fusion
3 1 (0.97%) SAML
3 1 (0.97%) Web Services
Miscellaneous
1 17 (16.50%) Visualisation
2 8 (7.77%) Replication
3 7 (6.80%) Analytical Skills
3 7 (6.80%) Clustering
3 7 (6.80%) Credit Risk
3 7 (6.80%) Statistics
4 4 (3.88%) Computer Science
4 4 (3.88%) FMCG
5 3 (2.91%) Algorithms
5 3 (2.91%) Economics
6 2 (1.94%) Data Extraction
6 2 (1.94%) Data Protection Act
6 2 (1.94%) Mathematics
6 2 (1.94%) Physics
7 1 (0.97%) Data Conversion
7 1 (0.97%) Data Integration
7 1 (0.97%) Data Structures
7 1 (0.97%) IBM XIV
7 1 (0.97%) Symmetrix
7 1 (0.97%) Taxonomies
Operating Systems
1 2 (1.94%) Linux
1 2 (1.94%) Windows
1 2 (1.94%) Windows Server
2 1 (0.97%) Windows Server 2008
2 1 (0.97%) Windows Server 2012
Processes & Methodologies
1 41 (39.81%) Agile Software Development
2 33 (32.04%) Business Intelligence
3 27 (26.21%) UML
4 24 (23.30%) SDLC
5 23 (22.33%) Project Management
6 22 (21.36%) Analytics
7 19 (18.45%) BPMN
7 19 (18.45%) Stakeholder Management
8 15 (14.56%) Business Analysis
8 15 (14.56%) Logical Data Model
8 15 (14.56%) User Acceptance Testing
9 14 (13.59%) Data Architecture
9 14 (13.59%) Requirements Analysis
10 13 (12.62%) Customer Engagement
10 13 (12.62%) Presales
10 13 (12.62%) Software Delivery
10 13 (12.62%) Use Case
11 12 (11.65%) ETL
12 11 (10.68%) ERD
12 11 (10.68%) Requirements Management
Programming Languages
1 71 (68.93%) SQL
2 10 (9.71%) R
3 9 (8.74%) T-SQL
4 8 (7.77%) PowerShell
5 7 (6.80%) Python
6 6 (5.83%) ABAP
7 4 (3.88%) SAPscript
8 3 (2.91%) Java
9 1 (0.97%) C++
9 1 (0.97%) MATLAB
9 1 (0.97%) Shell Script
9 1 (0.97%) Tcl
9 1 (0.97%) VB
9 1 (0.97%) VBA
Qualifications
1 10 (9.71%) Degree
2 2 (1.94%) PhD
3 1 (0.97%) OCP
3 1 (0.97%) Oracle Certification
3 1 (0.97%) Security Cleared
Quality Assurance & Compliance
1 12 (11.65%) ISO/IEC 27001
1 12 (11.65%) PCI DSS
2 5 (4.85%) ISO 9001
2 5 (4.85%) QA
3 3 (2.91%) Data Quality
System Software
1 7 (6.80%) VMware ESX
1 7 (6.80%) VMware ESXi
2 1 (0.97%) Active Directory
2 1 (0.97%) Shibboleth
2 1 (0.97%) SRDF
Systems Management
1 7 (6.80%) SCOM
2 1 (0.97%) LiteSpeed
Vendors
1 26 (25.24%) Microsoft
2 12 (11.65%) Oracle
3 11 (10.68%) SAP
4 7 (6.80%) VMware
5 5 (4.85%) Tableau
6 3 (2.91%) Teradata
7 2 (1.94%) Cloudera
8 1 (0.97%) EMC
8 1 (0.97%) IBM
8 1 (0.97%) Informatica
8 1 (0.97%) JD Edwards
8 1 (0.97%) Novell
8 1 (0.97%) PeopleSoft
8 1 (0.97%) Remedy
Rochdale, Lancashire
Zen Internet Ltd
Salary: From £50,000 to £60,000 per annum depending on experience + benefits
Posted: 1 hour ago
Manchester, Lancashire
Adria Solutions Ltd
Salary: £35000 - £42000 per annum + Benefits
Posted: 6 days ago
Manchester, Lancashire
The Bridge Ltd
Salary: Up to £55,000 per annum
Posted: 5 days ago
Radbroke (Manchester)
Cognizant Technology Solutions
Posted: 5 days ago
Manchester, Lancashire
HAYS INFORMATION TECHNOLOGY
Salary: £70000.00 - £72000.00 per annum
Posted: 4 days ago
Salford, Lancashire
Integrity IT Solutions
Salary: Up to £50K
Posted: 4 days ago
Altrincham
Applause IT Ltd
Salary: £28000 - £35000 per annum + bens
Posted: 18 days ago
Manchester
Applause IT Ltd
Salary: £35000 - £40000 per annum + Benefits & Progression
Posted: 25 days ago