The table below looks at the prevalence of the term Manufacturing in IT jobs advertised for the Edinburgh region. Included is a guide to the salaries offered in IT jobs that have cited Manufacturing 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
Manufacturing
Rank 80 84 95
Rank change year-on-year
+4 +11
Permanent jobs citing Manufacturing 18 21 11
As % of all permanent IT jobs located in Edinburgh 1.46% 1.37% 0.75%
As % of the General category 2.80% 2.62% 1.51%
Number of salaries quoted 10 20 9
Median salary £55,000 £38,000 £50,000
Median salary % change year-on-year
+44.73% -24.00%
UK excluding London median salary £46,000 £45,000 £42,500
% change year-on-year
+2.22% +5.88%
Manufacturing
Scotland

The following table is for comparison with the above and provides statistics for the entire General category in permanent jobs advertised in the Edinburgh region.

General Category
Edinburgh
Permanent IT job ads with a match in the
General category
644 801 730
As % of all permanent IT jobs located in Edinburgh 52.36% 52.15% 49.76%
Number of salaries quoted 405 447 466
Median salary £50,000 £48,000 £45,000
Median salary % change year-on-year
+4.16% +6.66%
90% offered a salary of more than £36,000 £33,000 £30,000
10% offered a salary of more than £65,500 £65,000 £68,000
UK excluding London median salary £45,000 £45,000 £45,000

Manufacturing
Jobs Demand Trend in Edinburgh

The demand trend of job ads across the Edinburgh region citing Manufacturing as a proportion of all IT jobs with a match in the General category.

Manufacturing Jobs Demand Trend in Edinburgh

Manufacturing
Salary Trend in Edinburgh

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Manufacturing across the Edinburgh region.

Manufacturing Salary Trend in Edinburgh

Manufacturing
Salary Histogram in Edinburgh

This chart provides a salary histogram for IT jobs citing Manufacturing across the Edinburgh region over the 3 months to 30 August 2016.

Manufacturing Salary Histogram in Edinburgh

Manufacturing
Top 30 Related IT Skills in Edinburgh

For the 6 months to 30 August 2016, IT jobs citing Manufacturing 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 Edinburgh region with a requirement for Manufacturing.

1 23 (65.71%) Business Intelligence
2 22 (62.86%) Finance
3 17 (48.57%) Electronics
3 17 (48.57%) Telecoms
3 17 (48.57%) Programme Management
3 17 (48.57%) SAP
3 17 (48.57%) SAP Oil and Gas
3 17 (48.57%) Marketing
3 17 (48.57%) Digital Marketing
4 16 (45.71%) Agile Software Development
5 11 (31.43%) Software Engineering
6 10 (28.57%) HTML
7 9 (25.71%) JavaScript
7 9 (25.71%) CSS
7 9 (25.71%) Project Management
7 9 (25.71%) Banking
8 8 (22.86%) Business Analysis
8 8 (22.86%) SQL Server
8 8 (22.86%) Data Structures
8 8 (22.86%) Algorithms
9 7 (20.00%) SQL
9 7 (20.00%) Scrum
9 7 (20.00%) Ruby
10 6 (17.14%) Retail
10 6 (17.14%) Java
10 6 (17.14%) Windows
10 6 (17.14%) Analytical Skills
11 5 (14.29%) SAS EBI
11 5 (14.29%) AngularJS
11 5 (14.29%) Linux

Manufacturing
Top Related IT Skills in Edinburgh 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 5 (14.29%) SAS
2 1 (2.86%) IBM Notes
Applications
1 2 (5.71%) MS Excel
1 2 (5.71%) MS Office
Business Applications
1 17 (48.57%) SAP Oil and Gas
Database & Business Intelligence
1 8 (22.86%) SQL Server
2 5 (14.29%) Base SAS
2 5 (14.29%) OLAP
2 5 (14.29%) Oracle OLAP
2 5 (14.29%) SAS EBI
2 5 (14.29%) SAS Enterprise Guide
3 4 (11.43%) Big Data
4 2 (5.71%) NoSQL
5 1 (2.86%) SQL Server 2008
Development Applications
1 3 (8.57%) LabVIEW
General
1 22 (62.86%) Finance
2 17 (48.57%) Electronics
2 17 (48.57%) Marketing
2 17 (48.57%) Telecoms
3 9 (25.71%) Banking
4 6 (17.14%) Retail
Job Titles
1 12 (34.29%) Developer
2 8 (22.86%) Software Developer
3 7 (20.00%) Senior Developer
4 6 (17.14%) Developer/Software Engineer
4 6 (17.14%) Senior Software Developer
4 6 (17.14%) Software Engineer
5 5 (14.29%) Business Intelligence Consultant
5 5 (14.29%) Consultant
5 5 (14.29%) SAS BI Consultant
5 5 (14.29%) SAS Consultant
5 5 (14.29%) Senior Software Engineer
5 5 (14.29%) Web Developer
6 4 (11.43%) Development Manager
6 4 (11.43%) Software Development Manager
6 4 (11.43%) Software Manager
6 4 (11.43%) Test Leader
7 3 (8.57%) HTML Developer
7 3 (8.57%) Senior Validation Engineer
7 3 (8.57%) UI Developer
7 3 (8.57%) Validation Engineer
Libraries, Frameworks & Software Standards
1 10 (28.57%) HTML
2 9 (25.71%) CSS
3 5 (14.29%) AngularJS
4 4 (11.43%) CSS3
4 4 (11.43%) Ember.js
4 4 (11.43%) HTML5
4 4 (11.43%) jQuery
4 4 (11.43%) Node.js
5 3 (8.57%) .NET
5 3 (8.57%) Ajax
5 3 (8.57%) KnockoutJS
5 3 (8.57%) Ruby on Rails
6 2 (5.71%) React
7 1 (2.86%) ASP.NET
7 1 (2.86%) DOM
7 1 (2.86%) LAMP
7 1 (2.86%) Symfony
7 1 (2.86%) Web Services
7 1 (2.86%) WinForms
7 1 (2.86%) WPF
Miscellaneous
1 8 (22.86%) Algorithms
1 8 (22.86%) Data Structures
2 6 (17.14%) Analytical Skills
3 3 (8.57%) Mobile App
3 3 (8.57%) Physics
4 2 (5.71%) Verilog
4 2 (5.71%) VHDL
5 1 (2.86%) Computer Science
5 1 (2.86%) Enterprise Software
5 1 (2.86%) EPoS
5 1 (2.86%) User Experience
Operating Systems
1 6 (17.14%) Windows
2 5 (14.29%) Linux
2 5 (14.29%) Unix
3 1 (2.86%) Windows 7
Processes & Methodologies
1 23 (65.71%) Business Intelligence
2 17 (48.57%) Digital Marketing
2 17 (48.57%) Programme Management
3 16 (45.71%) Agile Software Development
4 11 (31.43%) Software Engineering
5 9 (25.71%) Project Management
6 8 (22.86%) Business Analysis
7 7 (20.00%) Scrum
8 5 (14.29%) Continuous Integration
8 5 (14.29%) Validation
9 4 (11.43%) Agile Project Management
9 4 (11.43%) BDD
9 4 (11.43%) Kanban
9 4 (11.43%) Project Planning
9 4 (11.43%) Regression Testing
9 4 (11.43%) Software Testing
9 4 (11.43%) System Testing
9 4 (11.43%) TDD
9 4 (11.43%) Test Scripting
9 4 (11.43%) User Acceptance Testing
Programming Languages
1 9 (25.71%) JavaScript
2 7 (20.00%) Ruby
2 7 (20.00%) SQL
3 6 (17.14%) Java
4 5 (14.29%) C#
5 4 (11.43%) C++
5 4 (11.43%) Python
6 1 (2.86%) PHP
6 1 (2.86%) Progress 4GL
6 1 (2.86%) VB.NET
Qualifications
1 5 (14.29%) Degree
2 3 (8.57%) PhD
3 1 (2.86%) ISEB
3 1 (2.86%) ISTQB
3 1 (2.86%) ISTQB Foundation Certification
System Software
1 1 (2.86%) VMware Infrastructure
Vendors
1 17 (48.57%) SAP
2 5 (14.29%) Oracle
3 2 (5.71%) Microsoft
3 2 (5.71%) VMware
4 1 (2.86%) Lotus
4 1 (2.86%) Progress
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