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

3 months to
28 Jun 2016
Same period 2015 Same period 2014
Data Modelling
Rank 134 158 121
Rank change year-on-year
+24 -37
Permanent jobs citing Data Modelling 45 25 67
As % of all permanent IT jobs located in Manchester 1.29% 0.75% 1.71%
As % of the Processes & Methodologies category 1.45% 0.85% 2.01%
Number of salaries quoted 33 17 62
Median salary £52,500 £45,000 £40,000
Median salary % change year-on-year
+16.66% +12.50%
90% offered a salary of more than £37,800 £34,000 £37,000
10% offered a salary of more than £64,800 £52,500 £55,000
UK excluding London median salary £47,500 £45,500 £45,000
% change year-on-year
+4.39% +1.11%
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
3096 2931 3341
As % of all permanent IT jobs located in Manchester 88.74% 88.42% 85.19%
Number of salaries quoted 2649 2440 2710
Median salary £45,000 £40,000 £40,000
Median salary % change year-on-year
+12.50% -
90% offered a salary of more than £30,000 £27,500 £26,500
10% offered a salary of more than £62,500 £56,500 £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 June 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 June 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 - 2 £55,000 - 2
Wigan - 2 £37,500 -
Stockport +7 1 £40,000 +11.11% 3
Bolton - 1 £42,500 - 1
Data Modelling
North West

Data Modelling
Top 30 Related IT Skills in Manchester

For the 6 months to 28 June 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 87 (66.92%) SQL
2 53 (40.77%) Agile Software Development
3 45 (34.62%) Microsoft
4 42 (32.31%) Project Management
5 39 (30.00%) UML
5 39 (30.00%) SDLC
6 37 (28.46%) Logical Data Model
6 37 (28.46%) Business Intelligence
7 36 (27.69%) SQL Server
8 30 (23.08%) Stakeholder Management
9 27 (20.77%) BPMN
10 26 (20.00%) Visualisation
11 25 (19.23%) Retail
12 24 (18.46%) Requirements Analysis
12 24 (18.46%) SQL Server 2008
12 24 (18.46%) Software Delivery
13 23 (17.69%) SQL Server Integration Services
13 23 (17.69%) User Acceptance Testing
13 23 (17.69%) SQL Server Reporting Services
13 23 (17.69%) Data Warehouse
13 23 (17.69%) Finance
14 22 (16.92%) Requirements Management
15 21 (16.15%) JIRA
15 21 (16.15%) Confluence
15 21 (16.15%) Balsamiq Mockups
15 21 (16.15%) MS Office
15 21 (16.15%) Presales
16 20 (15.38%) Physical Data Model
16 20 (15.38%) Analytics
17 19 (14.62%) MS Excel

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 21 (16.15%) Confluence
2 12 (9.23%) Elasticsearch
3 7 (5.38%) SAS
4 6 (4.62%) Apache
5 5 (3.85%) Mule
5 5 (3.85%) WebSphere
6 2 (1.54%) Oracle Workflow
7 1 (0.77%) SharePoint
Applications
1 21 (16.15%) MS Office
2 19 (14.62%) MS Excel
3 6 (4.62%) SPSS
4 2 (1.54%) MS PowerPoint
Business Applications
1 3 (2.31%) Oracle EBS
2 2 (1.54%) Oracle Applications
2 2 (1.54%) Oracle Assets
2 2 (1.54%) Oracle EBS R12
2 2 (1.54%) Oracle General Ledger
2 2 (1.54%) Oracle Payables
2 2 (1.54%) Oracle Procure-to-Pay
3 1 (0.77%) Dynamics CRM
3 1 (0.77%) Oracle Retail
3 1 (0.77%) SAP BPC
3 1 (0.77%) SAP Oil and Gas
Cloud Services
1 9 (6.92%) Amazon AWS
1 9 (6.92%) Amazon EC2
1 9 (6.92%) Amazon S3
2 6 (4.62%) SaaS
3 5 (3.85%) Google Cloud Platform
3 5 (3.85%) PaaS
Communications & Networking
1 4 (3.08%) Internet
2 1 (0.77%) OpenLDAP
2 1 (0.77%) SAN
Database & Business Intelligence
1 36 (27.69%) SQL Server
2 24 (18.46%) SQL Server 2008
3 23 (17.69%) Data Warehouse
3 23 (17.69%) SQL Server Integration Services
3 23 (17.69%) SQL Server Reporting Services
4 12 (9.23%) MongoDB
4 12 (9.23%) Neo4j
4 12 (9.23%) NoSQL
5 9 (6.92%) SQL Server Analysis Services
6 8 (6.15%) Big Data
7 7 (5.38%) Data Mining
7 7 (5.38%) Microsoft Analysis Services
8 6 (4.62%) Relational Database
8 6 (4.62%) SQL Server 2012
8 6 (4.62%) SQL Server 2014
9 5 (3.85%) Apache Cassandra
9 5 (3.85%) Couchbase
9 5 (3.85%) Hazelcast
10 4 (3.08%) Data Mart
10 4 (3.08%) Hadoop
Development Applications
1 21 (16.15%) Balsamiq Mockups
1 21 (16.15%) JIRA
2 5 (3.85%) Git (software)
2 5 (3.85%) git-flow
2 5 (3.85%) Hudson
2 5 (3.85%) Jenkins
2 5 (3.85%) Maven
3 2 (1.54%) Oracle Forms
3 2 (1.54%) Toad
General
1 25 (19.23%) Retail
2 23 (17.69%) Finance
3 6 (4.62%) Banking
4 5 (3.85%) Manufacturing
5 4 (3.08%) Advertising
6 3 (2.31%) Marketing
7 2 (1.54%) Publishing
8 1 (0.77%) Electronics
8 1 (0.77%) Games
8 1 (0.77%) Telecoms
Job Titles
1 54 (41.54%) Analyst
2 36 (27.69%) Business Analyst
3 25 (19.23%) Developer
4 21 (16.15%) Technical Analyst
4 21 (16.15%) Technical Business Analyst
5 19 (14.62%) DBA
6 18 (13.85%) SQL DBA
7 17 (13.08%) Systems Analyst
8 13 (10.00%) Data Analyst
9 12 (9.23%) SQL Developer
10 11 (8.46%) SQL Server DBA
11 9 (6.92%) Architect
11 9 (6.92%) Senior Developer
12 8 (6.15%) Business Intelligence Developer
12 8 (6.15%) Senior DBA
12 8 (6.15%) Senior SQL DBA
13 7 (5.38%) Business Developer
14 6 (4.62%) Administrator
14 6 (4.62%) Business Systems Analyst
14 6 (4.62%) Data Architect
Libraries, Frameworks & Software Standards
1 6 (4.62%) Middleware
2 5 (3.85%) Apache Avro
2 5 (3.85%) Apache Camel
2 5 (3.85%) Apache Thrift
2 5 (3.85%) EDI
2 5 (3.85%) JMS
2 5 (3.85%) JSON
2 5 (3.85%) Protocol Buffers
2 5 (3.85%) SOAP
2 5 (3.85%) XML
2 5 (3.85%) ZeroMQ
3 4 (3.08%) Web Services
4 2 (1.54%) MDX
5 1 (0.77%) .NET
5 1 (0.77%) Kafka
5 1 (0.77%) Natural Language Processing
5 1 (0.77%) NumPy
5 1 (0.77%) Oracle Fusion
5 1 (0.77%) SAML
Miscellaneous
1 26 (20.00%) Visualisation
2 11 (8.46%) Replication
3 9 (6.92%) Algorithms
4 8 (6.15%) Analytical Skills
4 8 (6.15%) Data Extraction
5 7 (5.38%) Clustering
5 7 (5.38%) Data Structures
6 4 (3.08%) Computer Science
6 4 (3.08%) Statistics
7 3 (2.31%) Credit Risk
7 3 (2.31%) FMCG
7 3 (2.31%) Mathematics
7 3 (2.31%) Physics
7 3 (2.31%) Taxonomies
7 3 (2.31%) User Experience
8 2 (1.54%) Economics
9 1 (0.77%) IBM XIV
9 1 (0.77%) Social Media
9 1 (0.77%) Symmetrix
Operating Systems
1 2 (1.54%) Windows
1 2 (1.54%) Windows Server
2 1 (0.77%) Windows Server 2008
2 1 (0.77%) Windows Server 2012
Processes & Methodologies
1 53 (40.77%) Agile Software Development
2 42 (32.31%) Project Management
3 39 (30.00%) SDLC
3 39 (30.00%) UML
4 37 (28.46%) Business Intelligence
4 37 (28.46%) Logical Data Model
5 30 (23.08%) Stakeholder Management
6 27 (20.77%) BPMN
7 24 (18.46%) Requirements Analysis
7 24 (18.46%) Software Delivery
8 23 (17.69%) User Acceptance Testing
9 22 (16.92%) Requirements Management
10 21 (16.15%) Presales
11 20 (15.38%) Analytics
11 20 (15.38%) Physical Data Model
12 18 (13.85%) Business Analysis
13 16 (12.31%) Performance Tuning
14 15 (11.54%) Data Architecture
15 13 (10.00%) ERD
15 13 (10.00%) Use Case
Programming Languages
1 87 (66.92%) SQL
2 16 (12.31%) T-SQL
3 9 (6.92%) Java
4 4 (3.08%) Python
5 3 (2.31%) R
6 2 (1.54%) ABAP
6 2 (1.54%) PL/SQL
7 1 (0.77%) C
7 1 (0.77%) C++
7 1 (0.77%) MATLAB
7 1 (0.77%) PowerShell
7 1 (0.77%) Scala
7 1 (0.77%) Shell Script
7 1 (0.77%) Tcl
Qualifications
1 9 (6.92%) Degree
2 3 (2.31%) PhD
3 1 (0.77%) OCP
3 1 (0.77%) Oracle Certification
3 1 (0.77%) Security Cleared
Quality Assurance & Compliance
1 9 (6.92%) QA
2 8 (6.15%) Data Quality
2 8 (6.15%) ISO 9001
2 8 (6.15%) ISO/IEC 27001
2 8 (6.15%) PCI DSS
System Software
1 5 (3.85%) Docker
2 1 (0.77%) Active Directory
2 1 (0.77%) Shibboleth
2 1 (0.77%) SRDF
Systems Management
1 1 (0.77%) LiteSpeed
Vendors
1 45 (34.62%) Microsoft
2 10 (7.69%) Oracle
3 6 (4.62%) SAP
4 5 (3.85%) Google
4 5 (3.85%) webMethods
4 5 (3.85%) WSO2
5 4 (3.08%) Teradata
6 2 (1.54%) Tableau
7 1 (0.77%) EMC
7 1 (0.77%) IBM
7 1 (0.77%) IFS
7 1 (0.77%) Informatica
7 1 (0.77%) Novell
7 1 (0.77%) PeopleSoft
7 1 (0.77%) Remedy
Manchester, Lancashire
The Bridge Ltd
Salary: Up to £55,000 per annum
Posted: Yesterday
Salford, Lancashire
Raytheon
Posted: 14 hours ago
Manchester, Lancashire
Energon People
Salary: £60000.00 - £80000.00 per annum + benefits + bonus
Posted: Yesterday
Stockport
Applause IT Ltd
Salary: £28000 - £35000 per annum + 25 days hol + flexi-time, etc
Posted: 9 days ago
Stockport
Applause IT Ltd
Salary: £38000 - £45000 per annum + bens
Posted: 9 days ago
Rochdale, Lancashire
Zen Internet Ltd
Salary: From £50,000 to £60,000 per annum depending on experience + benefits
Posted: 4 days ago
Manchester, Lancashire
The Change Partners Recruitment
Salary: From £40,000 to £50,000 per annum
Posted: 5 days ago
Stockport
Applause IT Ltd
Salary: £25000 - £35000 per annum + FlexiTime, Pension, Health
Posted: 15 days ago
Manchester
Robert Walters UK
Salary: £33000 - £45000 per annum
Posted: 15 days ago
Rochdale, Lancashire
Zen Internet Ltd
Salary: Up to £55,000 per annum depending on experience + benefits
Posted: 25 days ago
Manchester
Robert Walters UK
Salary: £33000 - £45000 per annum
Posted: 15 days ago
Bolton
Robert Walters UK
Salary: £40000 - £45000 per annum + Benefits
Posted: 27 days ago