Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 26 September 2021

The table below looks at the prevalence of the term Manufacturing in permanent job vacancies advertised in the East of England. Included is a benchmarking guide to the salaries offered in vacancies that have cited Manufacturing over the 6 months to 26 September 2021 with a comparison to the same period over the previous 2 years.

Manufacturing
England > East of England
6 months to
26 Sep 2021		 Same period 2020 Same period 2019
Rank 60 69 132
Rank change year-on-year +9 +63 -8
Permanent jobs citing Manufacturing 216 65 153
As % of all permanent jobs advertised in the East of England 4.12% 3.39% 2.17%
As % of the General category 6.69% 7.32% 4.17%
Number of salaries quoted 81 35 88
10th Percentile £29,750 £19,300 £31,250
25th Percentile £35,000 £38,000 £38,000
Median annual salary (50th Percentile) £52,500 £42,500 £47,500
Median % change year-on-year +23.53% -10.53% +2.15%
75th Percentile £62,500 £54,375 £57,813
90th Percentile £67,500 £64,250 £78,250
England median annual salary £52,500 £52,500 £50,000
% change year-on-year - +5.00% +5.26%

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 the East of England with a requirement for common skills.

All General Skills
East of England
Permanent vacancies with a requirement for common skills 3,230 888 3,672
As % of all permanent IT jobs advertised in the East of England 61.54% 46.32% 52.09%
Number of salaries quoted 1,556 665 2,602
10th Percentile £25,750 £26,978 £25,000
25th Percentile £32,969 £35,712 £32,500
Median annual salary (50th Percentile) £47,500 £47,500 £45,000
Median % change year-on-year - +5.56% -
75th Percentile £62,500 £62,500 £60,000
90th Percentile £75,000 £75,000 £73,750
England median annual salary £57,500 £57,500 £53,400
% change year-on-year - +7.68% +6.38%

Manufacturing
Job Vacancy Trend in the East of England

Job postings citing Manufacturing as a proportion of all IT jobs advertised in the East of England.

Job vacancy trend for Manufacturing in the East of England

Manufacturing
Salary Trend in the East of England

3-month moving average salary quoted in jobs citing Manufacturing in the East of England.

Salary trend for Manufacturing in the East of England

Manufacturing
Salary Histogram in the East of England

Salary distribution for jobs citing Manufacturing in the East of England over the 6 months to 26 September 2021.

Salary histogram for Manufacturing in the East of England

Manufacturing
Job Locations in the East of England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Manufacturing within the East of England region over the 6 months to 26 September 2021. 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
Cambridgeshire +14 102 £55,000 +155.81% 48
Hertfordshire -20 57 £55,000 +22.22% 35
Essex -1 24 £47,500 -5.00% 19
Bedfordshire - 15 £58,750 - 14
Norfolk -24 10 £28,625 -28.44% 5
Suffolk - 8 £32,500 - 6
Manufacturing
England

For the 6 months to 26 September 2021, 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 East of England region with a requirement for Manufacturing.

1 68 (31.48%) Social Skills
2 63 (29.17%) Pharmaceutical
3 54 (25.00%) Agile Software Development
4 51 (23.61%) Degree
5 42 (19.44%) Finance
6 39 (18.06%) Problem-Solving
6 39 (18.06%) AWS
7 37 (17.13%) Instagram
7 37 (17.13%) SQL
8 36 (16.67%) Python
9 32 (14.81%) Technical Leadership
10 30 (13.89%) Data Science
11 29 (13.43%) Mechatronics
11 29 (13.43%) Life Science
11 29 (13.43%) DevOps
12 28 (12.96%) Software Engineering
13 26 (12.04%) Electronics
13 26 (12.04%) Analytics
13 26 (12.04%) Analytical Skills
14 25 (11.57%) Apache Spark
14 25 (11.57%) Azure
14 25 (11.57%) Games
14 25 (11.57%) Business Intelligence
14 25 (11.57%) Artificial Intelligence
15 24 (11.11%) Kubernetes
16 23 (10.65%) Facebook
16 23 (10.65%) ERP
17 22 (10.19%) Visualisation
17 22 (10.19%) Social Media
18 21 (9.72%) Serverless

Manufacturing
Co-occurring IT Skills in the East of England 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 25 (11.57%) Apache Spark
2 10 (4.63%) Apache
2 10 (4.63%) Apache Solr
3 6 (2.78%) SharePoint
4 1 (0.46%) Confluence
Applications
1 9 (4.17%) Microsoft Office
2 4 (1.85%) AutoCAD
3 1 (0.46%) Microsoft Excel
3 1 (0.46%) PTC Creo
3 1 (0.46%) Simulink
3 1 (0.46%) SOLIDWORKS
Business Applications
1 10 (4.63%) Dynamics AX
2 6 (2.78%) NetSuite
3 4 (1.85%) Maximo
4 2 (0.93%) Oracle EBS
5 1 (0.46%) JDE World
5 1 (0.46%) Teamcenter
Cloud Services
1 39 (18.06%) AWS
2 25 (11.57%) Azure
3 21 (9.72%) Serverless
4 18 (8.33%) Microsoft 365
5 12 (5.56%) Power Platform
6 10 (4.63%) AWS CloudFormation
6 10 (4.63%) AWS Lambda
7 9 (4.17%) GCP
8 6 (2.78%) SaaS
9 5 (2.31%) Amazon CloudWatch
9 5 (2.31%) Amazon EMR
9 5 (2.31%) Amazon S3
9 5 (2.31%) Amazon SQS
9 5 (2.31%) Dynamics 365
9 5 (2.31%) PowerApps
10 3 (1.39%) Azure Active Directory
10 3 (1.39%) Boomi
10 3 (1.39%) ServiceMax
11 2 (0.93%) WeChat
12 1 (0.46%) Azure Functions
Communications & Networking
1 8 (3.70%) Firewall
1 8 (3.70%) VPN
2 4 (1.85%) RS-232
3 3 (1.39%) DNS
3 3 (1.39%) Wireless
4 2 (0.93%) LAN
4 2 (0.93%) WAN
4 2 (0.93%) Wi-Fi
5 1 (0.46%) 2G
5 1 (0.46%) 3G
5 1 (0.46%) 4G
5 1 (0.46%) 5G
5 1 (0.46%) DHCP
Database & Business Intelligence
1 20 (9.26%) Hadoop
2 15 (6.94%) Amazon Aurora
2 15 (6.94%) Amazon Redshift
3 12 (5.56%) Power BI
4 10 (4.63%) Amazon DynamoDB
4 10 (4.63%) Apache Cassandra
4 10 (4.63%) ClickHouse
4 10 (4.63%) NoSQL
5 8 (3.70%) Relational Database
6 7 (3.24%) SQL Server Analysis Services
6 7 (3.24%) SQL Server Integration Services
6 7 (3.24%) SQL Server Reporting Services
7 6 (2.78%) PostgreSQL
8 5 (2.31%) Apache Hive
8 5 (2.31%) Data Warehouse
8 5 (2.31%) Electronic Patient Records
8 5 (2.31%) MySQL
8 5 (2.31%) Star Schema
9 4 (1.85%) Big Data
9 4 (1.85%) Tableau
Development Applications
1 15 (6.94%) Jenkins
2 9 (4.17%) Git (software)
2 9 (4.17%) JIRA
3 5 (2.31%) Sonatype Nexus
4 4 (1.85%) GCC
5 3 (1.39%) LabVIEW
5 3 (1.39%) TeamCity
6 2 (0.93%) Toad
7 1 (0.46%) Bitbucket
7 1 (0.46%) Rational DOORS
7 1 (0.46%) Rational Rhapsody
7 1 (0.46%) ReSharper
General
1 68 (31.48%) Social Skills
2 63 (29.17%) Pharmaceutical
3 42 (19.44%) Finance
4 26 (12.04%) Analytical Skills
4 26 (12.04%) Electronics
5 25 (11.57%) Games
6 17 (7.87%) Marketing
7 14 (6.48%) Legal
8 13 (6.02%) Law
8 13 (6.02%) Telecoms
9 11 (5.09%) Influencing Skills
10 9 (4.17%) Retail
11 8 (3.70%) Public Sector
12 5 (2.31%) Inclusion and Diversity
13 4 (1.85%) Automotive
13 4 (1.85%) Environmental Health
14 3 (1.39%) Presentation Skills
14 3 (1.39%) Public Speaking
15 1 (0.46%) Aerospace
15 1 (0.46%) General Ledger
Job Titles
1 30 (13.89%) Design Engineer
2 25 (11.57%) Senior Design Engineer
3 21 (9.72%) Analyst
4 19 (8.80%) Developer
4 19 (8.80%) Project Manager
5 13 (6.02%) IT Manager
6 11 (5.09%) Architect
7 10 (4.63%) Data Science Leader
7 10 (4.63%) Test Manager
7 10 (4.63%) Test Project Manager
8 8 (3.70%) Enterprise Architect
8 8 (3.70%) Infrastructure Engineer
8 8 (3.70%) Research Scientist
8 8 (3.70%) Software Developer
8 8 (3.70%) Technical Analyst
9 7 (3.24%) Consultant
9 7 (3.24%) Full Stack Developer
9 7 (3.24%) Technologist
10 6 (2.78%) IT Engineer
10 6 (2.78%) Senior Infrastructure Engineer
Libraries, Frameworks & Software Standards
1 11 (5.09%) React
2 10 (4.63%) Shiny
3 8 (3.70%) .NET
4 5 (2.31%) Elastic Stack
5 4 (1.85%) ASP.NET
5 4 (1.85%) ASP.NET MVC
5 4 (1.85%) Blazor
6 3 (1.39%) AngularJS
6 3 (1.39%) LDAP
6 3 (1.39%) Middleware
6 3 (1.39%) Node.js
6 3 (1.39%) OAuth
6 3 (1.39%) OpenID
6 3 (1.39%) REST
6 3 (1.39%) RESTful
6 3 (1.39%) SAML
6 3 (1.39%) XML
7 2 (0.93%) HTML
8 1 (0.46%) ADO
8 1 (0.46%) ASP.NET Web API
Miscellaneous
1 29 (13.43%) Life Science
2 22 (10.19%) Social Media
3 12 (5.56%) Analogue Electronics
4 11 (5.09%) Algorithms
5 10 (4.63%) Cloud Native
6 9 (4.17%) Management Information System
7 7 (3.24%) Biotechnology
7 7 (3.24%) Data Structures
7 7 (3.24%) Self-Motivation
8 6 (2.78%) FMCG
8 6 (2.78%) Replication
9 5 (2.31%) Driving Licence
9 5 (2.31%) Embedded Systems
9 5 (2.31%) Legacy Systems
10 2 (0.93%) Acoustics
10 2 (0.93%) Data Centre
10 2 (0.93%) LIMS
11 1 (0.46%) Device Driver
11 1 (0.46%) iSeries
11 1 (0.46%) User Experience
Operating Systems
1 12 (5.56%) Windows
2 9 (4.17%) Windows 10
3 8 (3.70%) Windows Server
4 3 (1.39%) Linux
4 3 (1.39%) Unix
5 1 (0.46%) Embedded Linux
5 1 (0.46%) VxWorks
5 1 (0.46%) Windows Server 2008
5 1 (0.46%) Windows Server 2019
Processes & Methodologies
1 54 (25.00%) Agile Software Development
2 39 (18.06%) Problem-Solving
3 32 (14.81%) Technical Leadership
4 30 (13.89%) Data Science
5 29 (13.43%) DevOps
5 29 (13.43%) Mechatronics
6 28 (12.96%) Software Engineering
7 26 (12.04%) Analytics
8 25 (11.57%) Artificial Intelligence
8 25 (11.57%) Business Intelligence
9 23 (10.65%) ERP
10 22 (10.19%) Visualisation
11 20 (9.26%) Decision-Making
11 20 (9.26%) Open Source
12 18 (8.33%) Continuous Integration
13 17 (7.87%) Project Management
14 16 (7.41%) Data Analysis
14 16 (7.41%) Scrum
14 16 (7.41%) Waterfall
15 15 (6.94%) Information Architecture
Programming Languages
1 37 (17.13%) SQL
2 36 (16.67%) Python
3 17 (7.87%) JavaScript
4 15 (6.94%) Java
5 12 (5.56%) C
5 12 (5.56%) C#
6 10 (4.63%) R
6 10 (4.63%) T-SQL
7 7 (3.24%) PowerShell
8 6 (2.78%) C++
9 5 (2.31%) Groovy
10 4 (1.85%) Ladder Logic
10 4 (1.85%) MATLAB
11 3 (1.39%) Shell Script
11 3 (1.39%) VB.NET
12 2 (0.93%) VBA
13 1 (0.46%) RPG
Qualifications
1 51 (23.61%) Degree
2 20 (9.26%) PhD
3 10 (4.63%) Computer Science Degree
4 4 (1.85%) HNC
5 3 (1.39%) TOGAF Certification
6 1 (0.46%) A+ Certification
6 1 (0.46%) CCNA
6 1 (0.46%) Cisco Certification
6 1 (0.46%) HND
6 1 (0.46%) MCSA
6 1 (0.46%) MCSE
6 1 (0.46%) Microsoft Certification
Quality Assurance & Compliance
1 20 (9.26%) GMP
2 17 (7.87%) GxP
3 16 (7.41%) QA
4 8 (3.70%) GLP
5 7 (3.24%) GDPR
6 6 (2.78%) 21 CFR Part 11
6 6 (2.78%) GAMP
6 6 (2.78%) HIPAA
7 3 (1.39%) Sarbanes-Oxley
8 2 (0.93%) ISO 14001
9 1 (0.46%) NEBOSH
System Software
1 11 (5.09%) Docker
2 10 (4.63%) Apache ZooKeeper
3 6 (2.78%) Active Directory
4 3 (1.39%) XenApp
5 1 (0.46%) NFS
5 1 (0.46%) vSphere
Systems Management
1 24 (11.11%) Kubernetes
2 11 (5.09%) Terraform
3 10 (4.63%) Mesos
4 3 (1.39%) Microsoft Intune
4 3 (1.39%) Single Sign-On
5 2 (0.93%) Oracle Enterprise Manager
6 1 (0.46%) PingFederate
Vendors
1 37 (17.13%) Instagram
2 23 (10.65%) Facebook
3 19 (8.80%) Microsoft
4 11 (5.09%) Oracle
5 10 (4.63%) Dataiku
5 10 (4.63%) SAP
6 8 (3.70%) JD Edwards
7 7 (3.24%) Google
7 7 (3.24%) VMware
8 6 (2.78%) Cisco
8 6 (2.78%) Veeam
9 5 (2.31%) Alibaba
9 5 (2.31%) MicroStrategy
9 5 (2.31%) Salesforce.com
9 5 (2.31%) Splunk
9 5 (2.31%) Talend
10 4 (1.85%) Siemens
11 3 (1.39%) Dell
12 2 (0.93%) Apple
12 2 (0.93%) Citrix