Period
to 22 January 2019

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 22 January 2019 with a comparison to the same period over the previous 2 years.

Manufacturing
UK > Scotland
6 months to
22 Jan 2019
Same period 2018 Same period 2017
Rank 169 140 127
Rank change year-on-year -29 -13 +18
Permanent jobs citing Manufacturing 59 94 67
As % of all permanent IT jobs advertised in Scotland 1.16% 1.70% 1.46%
As % of the General category 3.40% 4.35% 3.48%
Number of salaries quoted 30 58 45
Scotland median annual salary £48,750 £45,000 £40,000
Median salary % change year-on-year +8.33% +12.50% -6.82%
10th Percentile £37,500 £31,250 £31,100
90th Percentile £130,000 £62,875 £65,250
UK median annual salary £47,500 £49,500 £46,500
% change year-on-year -4.04% +6.45% -2.11%

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 1,736 2,160 1,925
As % of all permanent IT jobs advertised in Scotland 34.02% 39.08% 41.83%
Number of salaries quoted 1,103 1,409 1,155
Scotland median annual salary £47,500 £46,500 £45,000
Median salary % change year-on-year +2.15% +3.33% -
10th Percentile £31,250 £30,000 £29,000
90th Percentile £70,000 £70,000 £70,000
UK median annual salary £55,000 £51,500 £50,000
% change year-on-year +6.80% +3.00% -

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 22 January 2019.

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 22 January 2019. 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 -10 24 £45,000 - 10
Edinburgh +10 18 £55,000 -15.38% 17
Fife +1 5 - - 1
Aberdeen +1 4 £42,500 -32.00% 16
West Lothian -33 3 £40,000 - 3
South Lanarkshire +2 1 £55,000 +120.00% 3
Manufacturing
UK

For the 6 months to 22 January 2019, 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 29 (49.15%) Finance
2 22 (37.29%) Analytical Skills
2 22 (37.29%) Problem-Solving
3 21 (35.59%) ERP
4 19 (32.20%) CRM
5 18 (30.51%) Electronics
6 16 (27.12%) Logistics
6 16 (27.12%) Presales
6 16 (27.12%) Customer Requirements
7 15 (25.42%) Microsoft
8 13 (22.03%) Telecoms
9 12 (20.34%) Microsoft Excel
9 12 (20.34%) Coaching
10 11 (18.64%) Data Migration
10 11 (18.64%) Data Cleansing
10 11 (18.64%) Customer Engagement
10 11 (18.64%) Dynamics 365
10 11 (18.64%) Business Intelligence
10 11 (18.64%) Project Management
10 11 (18.64%) Migration
10 11 (18.64%) Dynamics CRM
10 11 (18.64%) Dynamics AX
11 9 (15.25%) Marketing
11 9 (15.25%) SAP
11 9 (15.25%) Prototyping
11 9 (15.25%) Test Automation
12 8 (13.56%) Digital Marketing
12 8 (13.56%) SDLC
12 8 (13.56%) C#
12 8 (13.56%) Programme Management

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 (3.39%) Apache Spark
1 2 (3.39%) MS Exchange
1 2 (3.39%) Skype for Business
2 1 (1.69%) SAS
Applications
1 12 (20.34%) Microsoft Excel
2 4 (6.78%) AutoCAD
2 4 (6.78%) Mathcad
2 4 (6.78%) SOLIDWORKS
Business Applications
1 11 (18.64%) Dynamics AX
1 11 (18.64%) Dynamics CRM
2 2 (3.39%) Infor CRM
2 2 (3.39%) JDE EnterpriseOne
3 1 (1.69%) BASE24
3 1 (1.69%) NetSuite
Cloud Services
1 11 (18.64%) Dynamics 365
2 4 (6.78%) Microsoft Azure
3 3 (5.08%) Amazon AWS
4 2 (3.39%) Cloud Computing
Communications & Networking
1 4 (6.78%) LAN
1 4 (6.78%) WAN
1 4 (6.78%) WLAN
2 3 (5.08%) Internet
3 2 (3.39%) BGP
3 2 (3.39%) Cisco ISE
3 2 (3.39%) DHCP
3 2 (3.39%) GoToMeeting
3 2 (3.39%) MPLS
3 2 (3.39%) Skype
3 2 (3.39%) TCP/IP
3 2 (3.39%) VPN
3 2 (3.39%) WebEx
3 2 (3.39%) Wi-Fi
3 2 (3.39%) Wireless
4 1 (1.69%) ATM
Database & Business Intelligence
1 5 (8.47%) SQL Server
2 3 (5.08%) Hadoop
2 3 (5.08%) Power BI
3 2 (3.39%) Data Lake
3 2 (3.39%) QlikView
3 2 (3.39%) SQL Server Reporting Services
4 1 (1.69%) Big Data
4 1 (1.69%) Data Warehouse
4 1 (1.69%) DB2
4 1 (1.69%) OLAP
4 1 (1.69%) SQL Server Analysis Services
4 1 (1.69%) SQL Server Integration Services
Development Applications
1 1 (1.69%) Jasmine
1 1 (1.69%) JUnit
1 1 (1.69%) Protractor
1 1 (1.69%) Selenium
1 1 (1.69%) Team Foundation Server
1 1 (1.69%) TestNG
General
1 29 (49.15%) Finance
2 18 (30.51%) Electronics
3 13 (22.03%) Telecoms
4 9 (15.25%) Marketing
5 5 (8.47%) Advertising
5 5 (8.47%) Retail
6 3 (5.08%) Publishing
7 1 (1.69%) Banking
7 1 (1.69%) Local Government
Job Titles
1 14 (23.73%) Consultant
2 11 (18.64%) Dynamics AX Consultant
2 11 (18.64%) ERP Consultant
3 7 (11.86%) Developer
4 5 (8.47%) Architect
4 5 (8.47%) Designer
4 5 (8.47%) Development Manager
4 5 (8.47%) ERP Architect
4 5 (8.47%) Hardware Engineer
4 5 (8.47%) Software Development Manager
4 5 (8.47%) Software Manager
4 5 (8.47%) Solutions Architect
4 5 (8.47%) Solutions Designer
5 4 (6.78%) Analyst
5 4 (6.78%) Software Developer
6 3 (5.08%) .NET Developer
6 3 (5.08%) Product Engineer
6 3 (5.08%) Product Test Engineer
6 3 (5.08%) Test Engineer
7 2 (3.39%) Wireless Network Engineer
Libraries, Frameworks & Software Standards
1 6 (10.17%) .NET
2 4 (6.78%) ASP.NET
3 3 (5.08%) HTML
4 2 (3.39%) AngularJS
4 2 (3.39%) ASP.NET MVC
4 2 (3.39%) CSS
4 2 (3.39%) jQuery
4 2 (3.39%) Natural Language Processing
5 1 (1.69%) Angular 2
Miscellaneous
1 22 (37.29%) Analytical Skills
2 7 (11.86%) Optoelectronics
3 5 (8.47%) Algorithms
3 5 (8.47%) Data Structures
3 5 (8.47%) Management Information System
4 4 (6.78%) Blog
4 4 (6.78%) Life Science
5 3 (5.08%) Data Centre
5 3 (5.08%) User Experience
6 1 (1.69%) Enterprise Software
6 1 (1.69%) FMCG
6 1 (1.69%) Greenfield Project
Operating Systems
1 2 (3.39%) Linux
Processes & Methodologies
1 22 (37.29%) Problem-Solving
2 21 (35.59%) ERP
3 19 (32.20%) CRM
4 16 (27.12%) Customer Requirements
4 16 (27.12%) Logistics
4 16 (27.12%) Presales
5 12 (20.34%) Coaching
6 11 (18.64%) Business Intelligence
6 11 (18.64%) Customer Engagement
6 11 (18.64%) Data Cleansing
6 11 (18.64%) Data Migration
6 11 (18.64%) Migration
6 11 (18.64%) Project Management
7 9 (15.25%) Prototyping
7 9 (15.25%) Test Automation
8 8 (13.56%) Digital Marketing
8 8 (13.56%) Programme Management
8 8 (13.56%) SDLC
9 7 (11.86%) Agile Software Development
9 7 (11.86%) Software Engineering
Programming Languages
1 8 (13.56%) C#
2 7 (11.86%) JavaScript
3 6 (10.17%) Python
4 5 (8.47%) SQL
5 4 (6.78%) R
6 3 (5.08%) C++
6 3 (5.08%) T-SQL
7 2 (3.39%) Java
8 1 (1.69%) MATLAB
Qualifications
1 6 (10.17%) PhD
2 4 (6.78%) Degree
3 2 (3.39%) CCIE
3 2 (3.39%) CCNP
3 2 (3.39%) Cisco Certification
4 1 (1.69%) AWS Certification
Quality Assurance & Compliance
1 5 (8.47%) ISO 13485
2 1 (1.69%) ISO 8583
2 1 (1.69%) PCI DSS
2 1 (1.69%) PSD2
System Software
1 6 (10.17%) Firmware
2 2 (3.39%) Active Directory
2 2 (3.39%) VMware Infrastructure
Systems Management
1 2 (3.39%) Cisco Prime
1 2 (3.39%) McAfee ePO
1 2 (3.39%) SCCM
2 1 (1.69%) Nagios
Vendors
1 15 (25.42%) Microsoft
2 9 (15.25%) SAP
3 5 (8.47%) Cisco
3 5 (8.47%) EMC
4 3 (5.08%) Oracle
4 3 (5.08%) SolarWinds
5 2 (3.39%) Citrix
5 2 (3.39%) HP
5 2 (3.39%) Infoblox
5 2 (3.39%) Infor
5 2 (3.39%) JD Edwards
5 2 (3.39%) McAfee
5 2 (3.39%) NetApp
5 2 (3.39%) ProCurve
5 2 (3.39%) Riverbed
5 2 (3.39%) Splunk
5 2 (3.39%) VMware
6 1 (1.69%) Teradata
6 1 (1.69%) Xamarin