Period
to 18 February 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 18 February 2018 with a comparison to the same period over the previous 2 years.

Manufacturing
UK > Scotland
6 months to
18 Feb 2018
Same period 2017 Same period 2016
Rank 137 142 136
Rank change year-on-year +5 -6 +39
Permanent jobs citing Manufacturing 103 61 102
As % of all permanent IT jobs advertised in Scotland 1.83% 1.32% 1.66%
As % of the General category 4.78% 3.21% 3.51%
Number of salaries quoted 67 40 98
Scotland median annual salary £45,000 £40,000 £42,926
Median salary % change year-on-year +12.50% -6.82% -
10th Percentile £32,000 £31,225 £32,125
90th Percentile £61,750 £68,875 £76,250
UK median annual salary £48,500 £46,500 £47,500
% change year-on-year +4.30% -2.11% -1.04%

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 2,156 1,899 2,910
As % of all permanent IT jobs advertised in Scotland 38.39% 41.10% 47.24%
Number of salaries quoted 1,433 1,185 1,656
Scotland median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - -
10th Percentile £30,000 £29,000 £29,625
90th Percentile £71,250 £70,000 £68,750
UK median annual salary £51,000 £50,000 £50,000
% change year-on-year +2.00% - -

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 18 February 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 18 February 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 -18 42 £45,000 +5.88% 14
West Lothian +4 17 £40,000 - 2
Edinburgh -17 16 £65,000 +62.50% 10
Fife +1 7 £40,000 -5.88% 3
Stirling - 7 £47,500 - 1
South Lanarkshire -2 4 £25,000 -52.38%
Aberdeen -8 3 £52,500 -22.22%
Dundee - 3 £32,500 - 4
Renfrewshire +13 2 £60,000 +33.33%
Aberdeenshire - 1 £39,000 -
Angus - 1 - -
Manufacturing
UK

For the 6 months to 18 February 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 46 (44.66%) Finance
2 34 (33.01%) Microsoft
3 33 (32.04%) SQL
4 29 (28.16%) Dynamics AX
5 28 (27.18%) ERP
6 20 (19.42%) Degree
7 18 (17.48%) Business Intelligence
7 18 (17.48%) JavaScript
8 17 (16.50%) C#
8 17 (16.50%) C++
9 16 (15.53%) C
9 16 (15.53%) SAP
9 16 (15.53%) CRM
9 16 (15.53%) Business Analysis
10 14 (13.59%) Software Engineering
10 14 (13.59%) Python
10 14 (13.59%) Electronics
10 14 (13.59%) Dynamics 365
11 13 (12.62%) ITIL
11 13 (12.62%) .NET
11 13 (12.62%) Test Automation
12 12 (11.65%) Marketing
12 12 (11.65%) Dynamics CRM
12 12 (11.65%) Advertising
12 12 (11.65%) SQL Server
12 12 (11.65%) XML
12 12 (11.65%) Firmware
13 11 (10.68%) Project Management
13 11 (10.68%) TCP/IP
13 11 (10.68%) SQL Server Reporting Services

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 (1.94%) Exchange Server 2007
1 2 (1.94%) Exchange Server 2010
1 2 (1.94%) Exchange Server 2013
1 2 (1.94%) JBoss
1 2 (1.94%) MS Exchange
1 2 (1.94%) SharePoint
2 1 (0.97%) IBM Domino
2 1 (0.97%) SAS
Applications
1 5 (4.85%) MS Visio
2 1 (0.97%) Microsoft Excel
2 1 (0.97%) Microsoft Office
Business Applications
1 29 (28.16%) Dynamics AX
2 12 (11.65%) Dynamics CRM
3 5 (4.85%) PeopleSoft Financials
4 4 (3.88%) Dynamics NAV
4 4 (3.88%) SAP MM
4 4 (3.88%) SAP PM
4 4 (3.88%) SAP PP
4 4 (3.88%) SAP QM
4 4 (3.88%) SAP SCM
5 3 (2.91%) JDE EnterpriseOne
6 2 (1.94%) BPCS
6 2 (1.94%) Dynamics GP
6 2 (1.94%) JDE OneWorld
6 2 (1.94%) NetSuite
7 1 (0.97%) Epicor Tropos
7 1 (0.97%) Infor M3
Cloud Services
1 14 (13.59%) Dynamics 365
2 5 (4.85%) Microsoft Azure
Communications & Networking
1 11 (10.68%) TCP/IP
2 4 (3.88%) Firewall
3 3 (2.91%) DHCP
4 2 (1.94%) Cisco ASA
4 2 (1.94%) DNS
4 2 (1.94%) Internet
4 2 (1.94%) Skype
4 2 (1.94%) SSH
4 2 (1.94%) SSL
4 2 (1.94%) VPN
5 1 (0.97%) RS-232
5 1 (0.97%) SMS
Database & Business Intelligence
1 12 (11.65%) SQL Server
2 11 (10.68%) SQL Server Reporting Services
3 8 (7.77%) Data Warehouse
3 8 (7.77%) Power BI
4 2 (1.94%) Azure SQL Database
4 2 (1.94%) Crystal Reports
4 2 (1.94%) RDBMS
4 2 (1.94%) Relational Database
4 2 (1.94%) SQL Server Integration Services
5 1 (0.97%) DB2
5 1 (0.97%) Hadoop
5 1 (0.97%) OLAP
5 1 (0.97%) Oracle Database
5 1 (0.97%) PostgreSQL
5 1 (0.97%) SQL Server Analysis Services
5 1 (0.97%) SQLite
5 1 (0.97%) Star Schema
Development Applications
1 3 (2.91%) Git (software)
2 2 (1.94%) GitLab
2 2 (1.94%) JIRA
2 2 (1.94%) Maven
2 2 (1.94%) MorphX
2 2 (1.94%) Visual Studio
3 1 (0.97%) Eclipse
3 1 (0.97%) Gradle
3 1 (0.97%) Grunt
3 1 (0.97%) gulp
3 1 (0.97%) Jenkins
3 1 (0.97%) NUnit
3 1 (0.97%) Rational DOORS
3 1 (0.97%) Rational Rhapsody
3 1 (0.97%) Subversion
General
1 46 (44.66%) Finance
2 14 (13.59%) Electronics
3 12 (11.65%) Advertising
3 12 (11.65%) Marketing
4 10 (9.71%) Telecoms
5 6 (5.83%) Retail
6 4 (3.88%) Avionics
7 2 (1.94%) Automotive
8 1 (0.97%) Banking
Job Titles
1 20 (19.42%) Analyst
2 14 (13.59%) Developer
3 13 (12.62%) Business Analyst
4 10 (9.71%) Software Engineer
5 7 (6.80%) Business Finance Analyst
5 7 (6.80%) Consultant
5 7 (6.80%) Finance Business Analyst
5 7 (6.80%) Financial Analyst
5 7 (6.80%) Firmware Engineer
6 6 (5.83%) C Software Engineer
6 6 (5.83%) C/C++ Software Engineer
6 6 (5.83%) C++ Software Engineer
6 6 (5.83%) Dynamics AX Specialist
6 6 (5.83%) Embedded Engineer
6 6 (5.83%) Embedded Software Engineer
6 6 (5.83%) Project Manager
7 5 (4.85%) Business Systems Analyst
7 5 (4.85%) Support Analyst
7 5 (4.85%) Systems Analyst
7 5 (4.85%) Web Developer
Libraries, Frameworks & Software Standards
1 13 (12.62%) .NET
2 12 (11.65%) XML
3 7 (6.80%) HTML
4 6 (5.83%) CSS
5 4 (3.88%) JSON
5 4 (3.88%) Web Services
6 3 (2.91%) AngularJS
6 3 (2.91%) SOAP
6 3 (2.91%) Spring
7 2 (1.94%) JDBC
7 2 (1.94%) RESTful
7 2 (1.94%) Spring Security
8 1 (0.97%) ASP.NET
8 1 (0.97%) CGI
8 1 (0.97%) CSS3
8 1 (0.97%) Gherkin
8 1 (0.97%) Hibernate
8 1 (0.97%) jQuery
8 1 (0.97%) Qt
8 1 (0.97%) WebSockets
Miscellaneous
1 11 (10.68%) Optoelectronics
2 8 (7.77%) FMCG
3 7 (6.80%) Analytical Skills
3 7 (6.80%) Computer Science
4 5 (4.85%) Management Information System
5 4 (3.88%) Field-Programmable Gate Array
6 3 (2.91%) Data Centre
7 1 (0.97%) AS400
7 1 (0.97%) Device Driver
7 1 (0.97%) Driving Licence
7 1 (0.97%) Internet of Things
7 1 (0.97%) iSeries
Operating Systems
1 8 (7.77%) Windows
2 4 (3.88%) Windows Server
3 2 (1.94%) Linux
3 2 (1.94%) Unix
3 2 (1.94%) Windows Server 2008
3 2 (1.94%) Windows Server 2012
4 1 (0.97%) Embedded Linux
4 1 (0.97%) OpenWrt
4 1 (0.97%) VxWorks
4 1 (0.97%) Windows 10
4 1 (0.97%) Windows 7
4 1 (0.97%) Windows Server 2003
Processes & Methodologies
1 28 (27.18%) ERP
2 18 (17.48%) Business Intelligence
3 16 (15.53%) Business Analysis
3 16 (15.53%) CRM
4 14 (13.59%) Software Engineering
5 13 (12.62%) ITIL
5 13 (12.62%) Test Automation
6 11 (10.68%) Defect Tracking
6 11 (10.68%) Project Management
7 10 (9.71%) Agile Software Development
7 10 (9.71%) Customer Requirements
8 9 (8.74%) Presales
8 9 (8.74%) Programme Management
9 8 (7.77%) Digital Marketing
10 7 (6.80%) Data Migration
10 7 (6.80%) Migration
10 7 (6.80%) Physics
10 7 (6.80%) SDLC
10 7 (6.80%) Stakeholder Management
11 6 (5.83%) Change Control
Programming Languages
1 33 (32.04%) SQL
2 18 (17.48%) JavaScript
3 17 (16.50%) C#
3 17 (16.50%) C++
4 16 (15.53%) C
5 14 (13.59%) Python
6 6 (5.83%) Java
7 3 (2.91%) X++
8 2 (1.94%) PHP
9 1 (0.97%) Embedded C
9 1 (0.97%) Embedded C++
9 1 (0.97%) Java 9
9 1 (0.97%) MATLAB
9 1 (0.97%) R
9 1 (0.97%) RPG
9 1 (0.97%) T-SQL
Qualifications
1 20 (19.42%) Degree
2 6 (5.83%) CISSP
2 6 (5.83%) ITIL Certification
3 5 (4.85%) CISM
3 5 (4.85%) SSCP
4 3 (2.91%) APMP
5 2 (1.94%) Microsoft Certification
6 1 (0.97%) CISA
6 1 (0.97%) Computer Science Degree
6 1 (0.97%) ISO 27001 Lead Auditor
6 1 (0.97%) Master's Degree
6 1 (0.97%) MBA
Quality Assurance & Compliance
1 6 (5.83%) GMP
2 3 (2.91%) Data Quality
2 3 (2.91%) DO-254
3 2 (1.94%) GDPR
4 1 (0.97%) COBIT
4 1 (0.97%) ISO/IEC 27001
4 1 (0.97%) JTAG
4 1 (0.97%) PCI DSS
System Software
1 12 (11.65%) Firmware
2 2 (1.94%) VMware Infrastructure
Systems Management
1 2 (1.94%) Backup Exec
1 2 (1.94%) SCCM
1 2 (1.94%) SCOM
Vendors
1 34 (33.01%) Microsoft
2 16 (15.53%) SAP
3 8 (7.77%) JD Edwards
4 6 (5.83%) Epicor
5 5 (4.85%) Oracle
5 5 (4.85%) PeopleSoft
6 4 (3.88%) Infor
6 4 (3.88%) Sage
7 3 (2.91%) IFS
8 2 (1.94%) CA
8 2 (1.94%) Cisco
8 2 (1.94%) Citrix
8 2 (1.94%) CommVault
8 2 (1.94%) Google
8 2 (1.94%) ServiceNow
8 2 (1.94%) SolarWinds
8 2 (1.94%) VMware
9 1 (0.97%) Dell
9 1 (0.97%) HP
9 1 (0.97%) IBM