Period
to 21 November 2018

The table below looks at the prevalence of the term Manufacturing in permanent job vacancies advertised in Scotland. Included is a benchmarking guide to the salaries offered in vacancies that have cited Manufacturing over the 6 months to 21 November 2018 with a comparison to the same period over the previous 2 years.

Manufacturing
UK > Scotland
6 months to
21 Nov 2018
Same period 2017 Same period 2016
Rank 149 157 133
Rank change year-on-year +8 -24 +14
Permanent jobs citing Manufacturing 82 79 85
As % of all permanent IT jobs advertised in Scotland 1.52% 1.39% 1.64%
As % of the General category 4.18% 3.42% 3.80%
Number of salaries quoted 45 51 54
Scotland median annual salary £45,000 £45,000 £42,500
Median salary % change year-on-year - +5.88% -0.50%
10th Percentile £36,450 £31,250 £31,625
90th Percentile £130,000 £58,750 £66,125
UK median annual salary £47,500 £47,500 £47,500

Manufacturing is in the General Skills category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Scotland with a requirement for common skills.

All General Skills
Scotland
Permanent vacancies with a requirement for common skills 1,962 2,308 2,234
As % of all permanent IT jobs advertised in Scotland 36.44% 40.69% 43.19%
Number of salaries quoted 1,234 1,425 1,235
Scotland median annual salary £47,500 £45,000 £47,500
Median salary % change year-on-year +5.56% -5.26% +5.56%
10th Percentile £30,000 £28,250 £29,000
90th Percentile £70,000 £71,250 £70,000
UK median annual salary £54,000 £50,198 £50,000
% change year-on-year +7.58% +0.40% -

Manufacturing
Job Vacancy Trend in Scotland

Job postings citing Manufacturing as a percentage of all IT jobs advertised in Scotland.

Job vacancy trend for Manufacturing in Scotland

Manufacturing
Salary Trend in Scotland

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

Salary trend for Manufacturing in Scotland

Manufacturing
Salary Histogram in Scotland

The salary distribution of IT jobs citing Manufacturing in Scotland over the 6 months to 21 November 2018.

Salary histogram for Manufacturing in Scotland

Manufacturing
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Manufacturing within the Scotland region over the 6 months to 21 November 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Glasgow -1 40 £45,000 - 14
Edinburgh +15 25 £60,000 +71.43% 11
Fife +2 4 - -
Stirling +2 2 £38,500 -18.95% 8
Aberdeen - 2 £42,500 - 14
Argyll and Bute - 2 £40,250 -
South Lanarkshire +3 1 £55,000 +120.00% 2
West Lothian -38 1 £40,000 - 2
North Lanarkshire - 1 £36,000 - 1
Lanarkshire - 1 - -
Falkirk - 1 £38,500 - 1
Manufacturing
UK

For the 6 months to 21 November 2018, IT jobs citing Manufacturing also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Scotland region with a requirement for Manufacturing.

1 48 (58.54%) Finance
2 31 (37.80%) Electronics
3 25 (30.49%) ERP
4 22 (26.83%) SAP
4 22 (26.83%) Marketing
4 22 (26.83%) Analytical Skills
4 22 (26.83%) Problem-Solving
5 21 (25.61%) Business Intelligence
5 21 (25.61%) CRM
5 21 (25.61%) Microsoft
5 21 (25.61%) Telecoms
6 20 (24.39%) Programme Management
6 20 (24.39%) Digital Marketing
7 17 (20.73%) Presales
7 17 (20.73%) Agile Software Development
7 17 (20.73%) Logistics
8 16 (19.51%) Software Engineering
8 16 (19.51%) Dynamics AX
8 16 (19.51%) Customer Requirements
9 15 (18.29%) Dynamics 365
10 14 (17.07%) Dynamics CRM
10 14 (17.07%) Data Migration
10 14 (17.07%) Coaching
10 14 (17.07%) Migration
11 13 (15.85%) Firmware
11 13 (15.85%) Microsoft Excel
11 13 (15.85%) C#
11 13 (15.85%) Test Automation
12 12 (14.63%) Data Cleansing
12 12 (14.63%) Continuous Integration

Manufacturing
Co-occurring IT Skills in Scotland 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 2 (2.44%) Apache Spark
1 2 (2.44%) Exchange Server 2010
1 2 (2.44%) MS Exchange
1 2 (2.44%) SharePoint
2 1 (1.22%) SAS
Applications
1 13 (15.85%) Microsoft Excel
2 1 (1.22%) AutoCAD
2 1 (1.22%) Mathcad
2 1 (1.22%) SOLIDWORKS
Business Applications
1 16 (19.51%) Dynamics AX
2 14 (17.07%) Dynamics CRM
3 2 (2.44%) JDE EnterpriseOne
4 1 (1.22%) BASE24
4 1 (1.22%) Dynamics SL
4 1 (1.22%) NetSuite
4 1 (1.22%) Salesforce.com CRM
Cloud Services
1 15 (18.29%) Dynamics 365
2 3 (3.66%) Microsoft Azure
3 2 (2.44%) Office 365
4 1 (1.22%) Amazon AWS
Communications & Networking
1 3 (3.66%) TCP/IP
2 1 (1.22%) ATM
2 1 (1.22%) Internet
Database & Business Intelligence
1 4 (4.88%) Data Warehouse
1 4 (4.88%) SQL Server
2 3 (3.66%) Hadoop
3 2 (2.44%) Big Data
3 2 (2.44%) Data Lake
3 2 (2.44%) SQL Server Reporting Services
4 1 (1.22%) DB2
4 1 (1.22%) Power BI
Development Applications
1 4 (4.88%) Jasmine
1 4 (4.88%) JUnit
1 4 (4.88%) Protractor
1 4 (4.88%) Selenium
1 4 (4.88%) TestNG
2 1 (1.22%) Team Foundation Server
General
1 48 (58.54%) Finance
2 31 (37.80%) Electronics
3 22 (26.83%) Marketing
4 21 (25.61%) Telecoms
5 4 (4.88%) Advertising
6 3 (3.66%) Retail
7 1 (1.22%) Banking
7 1 (1.22%) Local Government
7 1 (1.22%) Publishing
Job Titles
1 16 (19.51%) Consultant
2 13 (15.85%) Dynamics AX Consultant
3 11 (13.41%) ERP Consultant
4 9 (10.98%) Architect
5 8 (9.76%) Software Manager
6 7 (8.54%) Analyst
6 7 (8.54%) Developer
7 6 (7.32%) Design Engineer
7 6 (7.32%) Designer
7 6 (7.32%) Development Manager
7 6 (7.32%) Electronics Design Engineer
7 6 (7.32%) Electronics Engineer
7 6 (7.32%) Software Developer
7 6 (7.32%) Software Development Manager
7 6 (7.32%) Solutions Architect
8 5 (6.10%) .NET Developer
8 5 (6.10%) .NET Software Developer
8 5 (6.10%) ERP Architect
8 5 (6.10%) Solutions Designer
9 4 (4.88%) Lead Developer
Libraries, Frameworks & Software Standards
1 12 (14.63%) .NET
2 5 (6.10%) CSS
2 5 (6.10%) HTML
3 4 (4.88%) Natural Language Processing
4 2 (2.44%) AngularJS
4 2 (2.44%) ASP.NET
4 2 (2.44%) ASP.NET MVC
4 2 (2.44%) jQuery
5 1 (1.22%) .NET Framework
5 1 (1.22%) Angular 2
Miscellaneous
1 22 (26.83%) Analytical Skills
2 8 (9.76%) Algorithms
2 8 (9.76%) Data Structures
3 3 (3.66%) Device Driver
3 3 (3.66%) Field-Programmable Gate Array
4 2 (2.44%) Clustering
4 2 (2.44%) Greenfield Project
4 2 (2.44%) Management Information System
4 2 (2.44%) Optoelectronics
5 1 (1.22%) Blog
5 1 (1.22%) Data Centre
5 1 (1.22%) Enterprise Software
5 1 (1.22%) FMCG
5 1 (1.22%) Life Science
5 1 (1.22%) Self-Motivation
5 1 (1.22%) User Experience
Operating Systems
1 3 (3.66%) VxWorks
2 2 (2.44%) Windows
2 2 (2.44%) Windows Server 2008
Processes & Methodologies
1 25 (30.49%) ERP
2 22 (26.83%) Problem-Solving
3 21 (25.61%) Business Intelligence
3 21 (25.61%) CRM
4 20 (24.39%) Digital Marketing
4 20 (24.39%) Programme Management
5 17 (20.73%) Agile Software Development
5 17 (20.73%) Logistics
5 17 (20.73%) Presales
6 16 (19.51%) Customer Requirements
6 16 (19.51%) Software Engineering
7 14 (17.07%) Coaching
7 14 (17.07%) Data Migration
7 14 (17.07%) Migration
8 13 (15.85%) Test Automation
9 12 (14.63%) Continuous Integration
9 12 (14.63%) Data Cleansing
9 12 (14.63%) Project Management
9 12 (14.63%) SDLC
10 11 (13.41%) Customer Engagement
Programming Languages
1 13 (15.85%) C#
2 12 (14.63%) SQL
3 9 (10.98%) Java
4 8 (9.76%) JavaScript
5 6 (7.32%) MATLAB
6 4 (4.88%) C++
6 4 (4.88%) Python
7 3 (3.66%) C
7 3 (3.66%) Embedded C
7 3 (3.66%) Embedded C++
7 3 (3.66%) X++
8 2 (2.44%) R
8 2 (2.44%) T-SQL
9 1 (1.22%) VB
Qualifications
1 3 (3.66%) PhD
2 1 (1.22%) AWS Certification
2 1 (1.22%) Degree
2 1 (1.22%) HNC
2 1 (1.22%) Microsoft Certification
Quality Assurance & Compliance
1 4 (4.88%) ISO 13485
2 1 (1.22%) HL7
2 1 (1.22%) ISO 8583
2 1 (1.22%) PCI DSS
2 1 (1.22%) PMO
2 1 (1.22%) PSD2
System Software
1 13 (15.85%) Firmware
2 2 (2.44%) Hyper-V
Systems Management
1 1 (1.22%) Nagios
Vendors
1 22 (26.83%) SAP
2 21 (25.61%) Microsoft
3 4 (4.88%) EMC
4 3 (3.66%) Oracle
4 3 (3.66%) SolarWinds
5 2 (2.44%) Citrix
5 2 (2.44%) JD Edwards
5 2 (2.44%) VMware
6 1 (1.22%) Cisco
6 1 (1.22%) Cognos
6 1 (1.22%) IFS
6 1 (1.22%) Salesforce.com
6 1 (1.22%) Teradata
6 1 (1.22%) Xamarin