The table below looks at the statistics for Data Modelling skills in IT jobs advertised for the North West region. Included is a guide to the average salaries offered in IT jobs that have cited Data Modelling over the 3 months to 10 February 2016 with a comparison to the same period in the previous 2 years.

Location
3 months to
10 Feb 2016
Same period 2015 Same period 2014
Data Modeling
Rank 163 192 181
Rank change year-on-year
+29 -11
Permanent jobs citing Data Modelling 68 67 67
As % of all permanent IT jobs located in the North West 1.22% 0.95% 1.01%
As % of the Processes & Methodologies category 1.41% 1.11% 1.19%
Number of salaries quoted 61 56 44
Average salary £50,000 £45,000 £48,000
Average salary % change year-on-year
+11.11% -6.25%
90% offered a salary of more than £30,250 £35,000 £33,900
10% offered a salary of more than £55,000 £67,500 £67,000
UK excluding London average salary £47,500 £46,000 £47,500
% change year-on-year
+3.26% -3.15%
Data Modelling
England

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the North West region.

Processes & Methodologies Category
North West
Permanent IT job ads with a match in the
Processes & Methodologies category
4812 6019 5619
As % of all permanent IT jobs located in the North West 86.41% 85.66% 84.59%
Number of salaries quoted 3985 5083 4676
Average salary £42,500 £40,000 £40,000
Average salary % change year-on-year
+6.25% -
90% offered a salary of more than £28,500 £27,500 £27,500
10% offered a salary of more than £60,000 £55,000 £60,000
UK excluding London average salary £45,000 £42,500 £42,500
% change year-on-year
+5.88% -

Data Modelling
Jobs Demand Trend in the North West

This chart provides a 3-month moving total of permanent IT jobs citing Data Modelling across the North West region as a proportion of the total demand within the Processes & Methodologies category.

Data Modelling Jobs Demand Trend in the North West

Data Modelling
Salary Trend in the North West

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Modelling across the North West region.

Data Modelling Salary Trend in the North West

Data Modelling
Salary Histogram in the North West

This chart provides a salary histogram for IT jobs citing Data Modelling across the North West region over the 3 months to 10 February 2016.

Data Modelling Salary Histogram in the North West

Data Modelling
Job Locations in the North West

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing Data Modelling within the North West region over the 3 months to 10 February 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Manchester +38 62 £50,000 +11.11% 8
Merseyside -12 4 £30,750 -51.19% 6
Lancashire +16 1 £32,500 -15.58% 3
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in the North West

For the 6 months to 10 February 2016, IT jobs across the North West region citing Data Modelling also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Modelling.

1 80 (52.98%) SQL
2 72 (47.68%) Microsoft
3 57 (37.75%) Agile Software Development
4 53 (35.10%) Business Intelligence
5 47 (31.13%) SQL Server
6 46 (30.46%) Data Warehouse
6 46 (30.46%) Logical Data Model
7 43 (28.48%) Project Management
8 41 (27.15%) SQL Server Reporting Services
9 37 (24.50%) Finance
10 34 (22.52%) Stakeholder Management
10 34 (22.52%) ETL
10 34 (22.52%) SQL Server Integration Services
11 33 (21.85%) BPMN
11 33 (21.85%) Visualisation
11 33 (21.85%) UML
12 32 (21.19%) Requirements Analysis
12 32 (21.19%) Data Management
12 32 (21.19%) SDLC
13 31 (20.53%) Software Delivery
13 31 (20.53%) Requirements Management
14 27 (17.88%) Physical Data Model
15 26 (17.22%) Presales
15 26 (17.22%) MS Office
15 26 (17.22%) JIRA
15 26 (17.22%) User Acceptance Testing
15 26 (17.22%) Confluence
15 26 (17.22%) Balsamiq Mockups
16 25 (16.56%) SQL Server Analysis Services
17 23 (15.23%) SQL Server 2008

Data Modelling
Top Related IT Skills in the North West by Category

For the 6 months to 10 February 2016, IT jobs across the North West region citing Data Modelling also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Modelling. Up to 20 skills are shown per category.

Application Platforms
1 26 (17.22%) Confluence
2 16 (10.60%) SharePoint
3 12 (7.95%) Apache
3 12 (7.95%) Mule
3 12 (7.95%) WebSphere
4 6 (3.97%) CMS
5 4 (2.65%) Elasticsearch
5 4 (2.65%) SharePoint 2010
6 2 (1.32%) SAS
7 1 (0.66%) BizTalk Server
Applications
1 26 (17.22%) MS Office
2 6 (3.97%) MS Excel
3 2 (1.32%) MS PowerPoint
4 1 (0.66%) MS Visio
4 1 (0.66%) Spreadsheet
Business Applications
1 10 (6.62%) Dynamics CRM
Cloud Services
1 14 (9.27%) Amazon AWS
1 14 (9.27%) Amazon EC2
1 14 (9.27%) Amazon S3
2 12 (7.95%) Google Cloud Platform
2 12 (7.95%) PaaS
2 12 (7.95%) SaaS
Communications & Networking
1 3 (1.99%) Broadband
2 2 (1.32%) HTTPS
2 2 (1.32%) Internet
Database & Business Intelligence
1 47 (31.13%) SQL Server
2 46 (30.46%) Data Warehouse
3 41 (27.15%) SQL Server Reporting Services
4 34 (22.52%) SQL Server Integration Services
5 25 (16.56%) SQL Server Analysis Services
6 23 (15.23%) SQL Server 2008
7 20 (13.25%) Relational Database
8 18 (11.92%) PowerPivot
9 17 (11.26%) SQL Server 2012
10 12 (7.95%) Apache Cassandra
10 12 (7.95%) Couchbase
10 12 (7.95%) Hazelcast
11 11 (7.28%) RDBMS
12 10 (6.62%) Microsoft Analysis Services
12 10 (6.62%) Microsoft Power View
13 8 (5.30%) Power BI
13 8 (5.30%) SQL Server 2014
14 6 (3.97%) Data Mining
14 6 (3.97%) NoSQL
15 4 (2.65%) MongoDB
Development Applications
1 26 (17.22%) Balsamiq Mockups
1 26 (17.22%) JIRA
2 22 (14.57%) Git (software)
3 17 (11.26%) Team Foundation Server
4 15 (9.93%) Subversion
5 12 (7.95%) git-flow
5 12 (7.95%) Hudson
5 12 (7.95%) Jenkins
5 12 (7.95%) Maven
6 9 (5.96%) Visual Studio
7 2 (1.32%) SQL Server Management Studio (SSMS)
8 1 (0.66%) ERwin
General
1 37 (24.50%) Finance
2 9 (5.96%) Banking
3 7 (4.64%) Retail
4 6 (3.97%) Legal
5 4 (2.65%) Advertising
6 3 (1.99%) Billing
6 3 (1.99%) Games
6 3 (1.99%) Telecoms
7 2 (1.32%) Retail Banking
8 1 (0.66%) Marketing
8 1 (0.66%) Pharmaceutical
Job Titles
1 55 (36.42%) Analyst
2 50 (33.11%) Developer
3 36 (23.84%) Business Analyst
4 27 (17.88%) Technical Analyst
4 27 (17.88%) Technical Business Analyst
5 16 (10.60%) Architect
5 16 (10.60%) Business Intelligence Developer
6 15 (9.93%) Data Warehouse Developer
6 15 (9.93%) DBA
7 13 (8.61%) Software Engineer
8 12 (7.95%) Data Analyst
8 12 (7.95%) Java Engineer
8 12 (7.95%) Java Software Engineer
8 12 (7.95%) Senior Developer
9 11 (7.28%) Java Developer
9 11 (7.28%) Java Software Developer
9 11 (7.28%) SOA Developer
9 11 (7.28%) SQL DBA
9 11 (7.28%) SQL Developer
9 11 (7.28%) Systems Analyst
Libraries, Frameworks & Software Standards
1 14 (9.27%) XML
2 13 (8.61%) Middleware
3 12 (7.95%) Apache Avro
3 12 (7.95%) Apache Camel
3 12 (7.95%) Apache Thrift
3 12 (7.95%) EDI
3 12 (7.95%) JMS
3 12 (7.95%) JSON
3 12 (7.95%) Protocol Buffers
3 12 (7.95%) SOAP
3 12 (7.95%) ZeroMQ
4 9 (5.96%) MDX
5 8 (5.30%) .NET
6 4 (2.65%) ASP.NET
7 3 (1.99%) Entity Framework
7 3 (1.99%) NHibernate
7 3 (1.99%) Web Services
8 1 (0.66%) Natural Language Processing
8 1 (0.66%) NumPy
8 1 (0.66%) Spring
Miscellaneous
1 33 (21.85%) Visualisation
2 17 (11.26%) Data Structures
3 15 (9.93%) Algorithms
4 14 (9.27%) Analytical Skills
5 12 (7.95%) NHS
6 10 (6.62%) Data Extraction
7 9 (5.96%) Data Integration
8 5 (3.31%) Mathematics
8 5 (3.31%) User Experience
9 4 (2.65%) Computer Science
9 4 (2.65%) Management Information System
9 4 (2.65%) Replication
9 4 (2.65%) Statistics
10 3 (1.99%) Physics
11 2 (1.32%) FMCG
12 1 (0.66%) Economics
12 1 (0.66%) Life Science
12 1 (0.66%) Social Media
Operating Systems
1 2 (1.32%) Unix
2 1 (0.66%) Linux
2 1 (0.66%) Windows
Processes & Methodologies
1 57 (37.75%) Agile Software Development
2 53 (35.10%) Business Intelligence
3 46 (30.46%) Logical Data Model
4 43 (28.48%) Project Management
5 34 (22.52%) ETL
5 34 (22.52%) Stakeholder Management
6 33 (21.85%) BPMN
6 33 (21.85%) UML
7 32 (21.19%) Data Management
7 32 (21.19%) Requirements Analysis
7 32 (21.19%) SDLC
8 31 (20.53%) Requirements Management
8 31 (20.53%) Software Delivery
9 27 (17.88%) Physical Data Model
10 26 (17.22%) Presales
10 26 (17.22%) User Acceptance Testing
11 17 (11.26%) Scrum
12 15 (9.93%) Data Governance
12 15 (9.93%) Migration
13 13 (8.61%) Analytics
Programming Languages
1 80 (52.98%) SQL
2 23 (15.23%) T-SQL
3 21 (13.91%) Java
4 7 (4.64%) C#
5 3 (1.99%) Python
5 3 (1.99%) VBA
6 2 (1.32%) C
6 2 (1.32%) VB.NET
7 1 (0.66%) C++
7 1 (0.66%) JavaScript
7 1 (0.66%) Scala
7 1 (0.66%) VBScript
Qualifications
1 8 (5.30%) Degree
2 5 (3.31%) SC Cleared
2 5 (3.31%) Security Cleared
3 3 (1.99%) Microsoft Certification
3 3 (1.99%) PhD
4 2 (1.32%) MCITP
5 1 (0.66%) ISEB
Quality Assurance & Compliance
1 12 (7.95%) QA
2 3 (1.99%) Data Quality
3 2 (1.32%) ISO 9001
3 2 (1.32%) ISO/IEC 27001
3 2 (1.32%) PCI DSS
System Software
1 12 (7.95%) Docker
2 3 (1.99%) Firmware
Vendors
1 72 (47.68%) Microsoft
2 12 (7.95%) Google
2 12 (7.95%) webMethods
2 12 (7.95%) WSO2
3 11 (7.28%) Tableau
4 10 (6.62%) IBM
5 5 (3.31%) Oracle
6 4 (2.65%) Teradata
7 3 (1.99%) Salesforce.com
7 3 (1.99%) SAP
8 2 (1.32%) Embarcadero
8 2 (1.32%) Informatica
9 1 (0.66%) Ab Initio
9 1 (0.66%) Cognizant
9 1 (0.66%) Cognos
9 1 (0.66%) IFS
9 1 (0.66%) MicroStrategy
Manchester, Lancashire
The Bridge Ltd
Salary: Up to £55,000 per annum
Posted: 2 days ago
Lancashire
DCS Recruitment
Salary: £20000 - £35000 per annum + superb benefits
Posted: 4 days ago
Preston
Computer Futures
Salary: competitive
Posted: 5 days ago
Liverpool, Merseyside
ReThink Recruitment
Salary: £30000.00 - £35000.00 per annum
Posted: 6 days ago
Manchester
Shortlist Recruitment
Salary: £30000 - £40000 per annum + Bonus, Pension, Healthcare
Posted: 6 days ago
Blackburn, Lancashire
Applause IT Innovation
Salary: £30000 - £45000 per annum
Posted: 6 days ago
Stockport
Computer Futures
Salary: competitive
Posted: 7 days ago
Stockport
Computer Futures
Salary: £32000 - £38000 per annum + competitive
Posted: 14 days ago
Liverpool
Computer Futures
Salary: competitive
Posted: 14 days ago
Liverpool, Merseyside
Yodel
Posted: 19 days ago
Liverpool, North West, UK
Allied Bakeries
Salary: Competitive Salary
Posted: 27 days ago
Liverpool, North West, UK
Allied Bakeries
Salary: Competitive Salary
Posted: 27 days ago
Manchester
Computer Futures
Salary: £12000 - £150000 per annum + Package, Bens
Posted: 28 days ago