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

3 months to
28 Jul 2016
Same period 2015 Same period 2014
Data Modelling
Rank 150 147 126
Rank change year-on-year
-3 -21
Permanent jobs citing Data Modelling 35 35 68
As % of all permanent IT jobs located in Manchester 0.97% 0.97% 1.70%
As % of the Processes & Methodologies category 1.09% 1.08% 1.99%
Number of salaries quoted 29 24 59
Median salary £42,500 £45,000 £39,000
Median salary % change year-on-year
-5.55% +15.38%
90% offered a salary of more than £30,000 £35,000 £35,000
10% offered a salary of more than £55,000 £62,000 £55,000
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
3202 3232 3411
As % of all permanent IT jobs located in Manchester 88.60% 89.83% 85.42%
Number of salaries quoted 2691 2664 2737
Median salary £45,000 £41,000 £40,000
Median salary % change year-on-year
+9.75% +2.50%
90% offered a salary of more than £30,000 £28,000 £26,000
10% offered a salary of more than £62,500 £55,500 £60,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

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 28 July 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 28 July 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 - 6 £55,000 -
Stockport +1 3 £30,000 -16.66% 1
Bolton - 2 £42,500 -
Cheadle - 2 £30,000 -
Wigan - 1 £37,500 -
Data Modelling
North West

Data Modelling
Top 30 Related IT Skills in Manchester

For the 6 months to 28 July 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 82 (73.21%) SQL
2 44 (39.29%) Agile Software Development
3 35 (31.25%) UML
4 34 (30.36%) SQL Server
4 34 (30.36%) Business Intelligence
5 33 (29.46%) Microsoft
6 32 (28.57%) Project Management
6 32 (28.57%) SDLC
7 28 (25.00%) Logical Data Model
8 24 (21.43%) Analytics
9 23 (20.54%) Stakeholder Management
9 23 (20.54%) Retail
9 23 (20.54%) SQL Server 2008
10 21 (18.75%) BPMN
10 21 (18.75%) Data Warehouse
11 20 (17.86%) Finance
12 19 (16.96%) User Acceptance Testing
13 18 (16.07%) Business Analysis
13 18 (16.07%) SQL Server Integration Services
13 18 (16.07%) Visualisation
14 17 (15.18%) MS Office
14 17 (15.18%) MS Excel
14 17 (15.18%) Confluence
14 17 (15.18%) Balsamiq Mockups
14 17 (15.18%) Requirements Analysis
14 17 (15.18%) SQL Server Reporting Services
14 17 (15.18%) JIRA
14 17 (15.18%) Software Delivery
14 17 (15.18%) Presales
15 15 (13.39%) Requirements Management

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 (15.18%) Confluence
2 12 (10.71%) Elasticsearch
3 7 (6.25%) SAS
4 2 (1.79%) Oracle Workflow
5 1 (0.89%) Apache
5 1 (0.89%) SharePoint
Applications
1 17 (15.18%) MS Excel
1 17 (15.18%) MS Office
2 10 (8.93%) SPSS
3 3 (2.68%) Stata
Business Applications
1 3 (2.68%) Oracle EBS
2 2 (1.79%) Oracle Applications
2 2 (1.79%) Oracle Assets
2 2 (1.79%) Oracle EBS R12
2 2 (1.79%) Oracle General Ledger
2 2 (1.79%) Oracle Payables
2 2 (1.79%) Oracle Procure-to-Pay
3 1 (0.89%) Dynamics CRM
3 1 (0.89%) Oracle Retail
3 1 (0.89%) SAP BPC
3 1 (0.89%) SAP Oil and Gas
Cloud Services
1 6 (5.36%) Amazon AWS
1 6 (5.36%) Amazon EC2
1 6 (5.36%) Amazon S3
2 1 (0.89%) SaaS
Communications & Networking
1 6 (5.36%) Internet
2 5 (4.46%) SAN
3 4 (3.57%) DNS
3 4 (3.57%) Firewall
3 4 (3.57%) NAS
4 1 (0.89%) OpenLDAP
Database & Business Intelligence
1 34 (30.36%) SQL Server
2 23 (20.54%) SQL Server 2008
3 21 (18.75%) Data Warehouse
4 18 (16.07%) SQL Server Integration Services
5 17 (15.18%) SQL Server Reporting Services
6 12 (10.71%) NoSQL
7 8 (7.14%) MongoDB
7 8 (7.14%) Neo4j
8 7 (6.25%) Big Data
8 7 (6.25%) Relational Database
9 6 (5.36%) Amazon Redshift
9 6 (5.36%) Data Mining
9 6 (5.36%) SQL Server 2014
10 5 (4.46%) SQL Server 2012
10 5 (4.46%) SQL Server Analysis Services
11 4 (3.57%) Hadoop
12 3 (2.68%) Data Mart
12 3 (2.68%) DB2
12 3 (2.68%) Microsoft Analysis Services
12 3 (2.68%) Oracle Database
Development Applications
1 17 (15.18%) Balsamiq Mockups
1 17 (15.18%) JIRA
2 4 (3.57%) Team Foundation Server
3 2 (1.79%) Oracle Forms
3 2 (1.79%) Toad
General
1 23 (20.54%) Retail
2 20 (17.86%) Finance
3 6 (5.36%) Banking
4 5 (4.46%) Manufacturing
5 4 (3.57%) Advertising
5 4 (3.57%) Marketing
6 2 (1.79%) Publishing
7 1 (0.89%) Electronics
7 1 (0.89%) Telecoms
Job Titles
1 40 (35.71%) Analyst
2 30 (26.79%) Business Analyst
3 19 (16.96%) DBA
4 18 (16.07%) SQL DBA
5 17 (15.18%) Developer
5 17 (15.18%) Technical Analyst
5 17 (15.18%) Technical Business Analyst
6 11 (9.82%) Systems Analyst
7 10 (8.93%) Administrator
7 10 (8.93%) Senior DBA
7 10 (8.93%) Senior SQL DBA
7 10 (8.93%) SQL Developer
8 9 (8.04%) SQL Server DBA
9 7 (6.25%) Architect
9 7 (6.25%) Data Scientist
10 6 (5.36%) Business Intelligence Developer
10 6 (5.36%) Business Systems Analyst
11 5 (4.46%) Business Developer
11 5 (4.46%) Data Analyst
11 5 (4.46%) Data Manager
Libraries, Frameworks & Software Standards
1 2 (1.79%) Web Services
2 1 (0.89%) .NET
2 1 (0.89%) Kafka
2 1 (0.89%) Middleware
2 1 (0.89%) Oracle Fusion
2 1 (0.89%) SAML
Miscellaneous
1 18 (16.07%) Visualisation
2 9 (8.04%) Replication
3 7 (6.25%) Analytical Skills
3 7 (6.25%) Clustering
3 7 (6.25%) Statistics
4 6 (5.36%) Data Extraction
5 4 (3.57%) Algorithms
5 4 (3.57%) Computer Science
6 3 (2.68%) Credit Risk
6 3 (2.68%) Economics
6 3 (2.68%) Mathematics
6 3 (2.68%) Physics
6 3 (2.68%) Taxonomies
7 2 (1.79%) Data Structures
7 2 (1.79%) FMCG
8 1 (0.89%) IBM XIV
8 1 (0.89%) Symmetrix
Operating Systems
1 2 (1.79%) Windows
1 2 (1.79%) Windows Server
2 1 (0.89%) Windows Server 2008
2 1 (0.89%) Windows Server 2012
Processes & Methodologies
1 44 (39.29%) Agile Software Development
2 35 (31.25%) UML
3 34 (30.36%) Business Intelligence
4 32 (28.57%) Project Management
4 32 (28.57%) SDLC
5 28 (25.00%) Logical Data Model
6 24 (21.43%) Analytics
7 23 (20.54%) Stakeholder Management
8 21 (18.75%) BPMN
9 19 (16.96%) User Acceptance Testing
10 18 (16.07%) Business Analysis
11 17 (15.18%) Presales
11 17 (15.18%) Requirements Analysis
11 17 (15.18%) Software Delivery
12 15 (13.39%) Data Architecture
12 15 (13.39%) Requirements Management
13 13 (11.61%) ERD
13 13 (11.61%) Physical Data Model
13 13 (11.61%) Use Case
14 12 (10.71%) Customer Engagement
Programming Languages
1 82 (73.21%) SQL
2 13 (11.61%) T-SQL
3 9 (8.04%) R
4 5 (4.46%) PowerShell
5 4 (3.57%) Java
5 4 (3.57%) Python
6 2 (1.79%) ABAP
6 2 (1.79%) PL/SQL
7 1 (0.89%) C++
7 1 (0.89%) MATLAB
7 1 (0.89%) Shell Script
7 1 (0.89%) Tcl
Qualifications
1 9 (8.04%) Degree
2 3 (2.68%) PhD
3 1 (0.89%) OCP
3 1 (0.89%) Oracle Certification
3 1 (0.89%) Security Cleared
Quality Assurance & Compliance
1 10 (8.93%) ISO/IEC 27001
1 10 (8.93%) PCI DSS
2 7 (6.25%) QA
3 6 (5.36%) Data Quality
3 6 (5.36%) ISO 9001
System Software
1 4 (3.57%) VMware ESX
1 4 (3.57%) VMware ESXi
2 1 (0.89%) Active Directory
2 1 (0.89%) Shibboleth
2 1 (0.89%) SRDF
Systems Management
1 4 (3.57%) SCOM
2 1 (0.89%) LiteSpeed
Vendors
1 33 (29.46%) Microsoft
2 10 (8.93%) Oracle
3 7 (6.25%) SAP
4 5 (4.46%) Tableau
5 4 (3.57%) Teradata
5 4 (3.57%) VMware
6 1 (0.89%) EMC
6 1 (0.89%) IBM
6 1 (0.89%) Informatica
6 1 (0.89%) Novell
6 1 (0.89%) PeopleSoft
6 1 (0.89%) Remedy
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