Period
to 18 January 2018

The table below looks at the prevalence of the term PKI in permanent job vacancies advertised in Manchester. Included is a benchmarking guide to the salaries offered in vacancies that have cited PKI over the 6 months to 18 January 2018 with a comparison to the same period over the previous 2 years.

Public-Key Infrastructure (PKI)
North West > Manchester
6 months to
18 Jan 2018
Same period 2017 Same period 2016
Rank 254 261 265
Rank change year-on-year +7 +4 +9
Permanent jobs citing PKI 26 28 7
As % of all permanent IT jobs advertised in Manchester 0.35% 0.38% 0.10%
As % of the Miscellaneous category 0.88% 0.90% 0.28%
Number of salaries quoted 5 21 5
Manchester median annual salary £57,500 £42,500 £37,500
Median salary % change year-on-year +35.29% +13.33% +25.00%
10th Percentile £42,750 £31,250 £36,250
90th Percentile £73,500 £59,500 £38,750
North West median annual salary £65,000 £50,000 £37,500
% change year-on-year +30.00% +33.33% +15.38%

PKI is in the Generic IT Skills category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Manchester with a requirement for generic IT skills.

All Generic IT Skills
Manchester
Permanent vacancies with a requirement for generic IT skills 2,960 3,122 2,536
As % of all permanent IT jobs advertised in Manchester 39.73% 41.99% 36.32%
Number of salaries quoted 2,384 2,701 2,004
Manchester median annual salary £45,000 £42,500 £41,000
Median salary % change year-on-year +5.88% +3.66% +9.33%
10th Percentile £26,250 £26,250 £24,000
90th Percentile £67,500 £65,000 £62,500
North West median annual salary £43,500 £40,000 £40,000
% change year-on-year +8.75% - +2.94%

PKI
Job Vacancy Trend in Manchester

Job postings citing PKI as a percentage of all IT jobs advertised in Manchester.

Job vacancy trend for PKI in Manchester

PKI
Salary Trend in Manchester

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

Salary trend for PKI in Manchester

PKI
Salary Histogram in Manchester

The salary distribution of IT jobs citing PKI in Manchester over the 6 months to 18 January 2018.

Salary histogram for PKI in Manchester

For the 6 months to 18 January 2018, IT jobs citing PKI 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 Manchester region with a requirement for PKI.

1 13 (50.00%) Linux
2 12 (46.15%) JavaScript
2 12 (46.15%) Oracle
2 12 (46.15%) Agile Software Development
2 12 (46.15%) Degree
2 12 (46.15%) DevOps
3 11 (42.31%) AngularJS
3 11 (42.31%) Security Cleared
3 11 (42.31%) VMware Infrastructure
3 11 (42.31%) MongoDB
3 11 (42.31%) Node.js
3 11 (42.31%) Scrum
3 11 (42.31%) VMware
3 11 (42.31%) CSS
3 11 (42.31%) Perl
3 11 (42.31%) C
3 11 (42.31%) HTML
3 11 (42.31%) Java
3 11 (42.31%) Python
4 10 (38.46%) MySQL
4 10 (38.46%) RDBMS
4 10 (38.46%) Middleware
4 10 (38.46%) LAMP
4 10 (38.46%) Hibernate
4 10 (38.46%) CSS3
4 10 (38.46%) HTML5
4 10 (38.46%) DV Cleared
4 10 (38.46%) Apache Hive
4 10 (38.46%) Hadoop
4 10 (38.46%) Visualisation

PKI
Co-occurring IT Skills in Manchester 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 10 (38.46%) Apache Pig
1 10 (38.46%) Apache Spark
1 10 (38.46%) Elasticsearch
2 1 (3.85%) Confluence
2 1 (3.85%) IIS
2 1 (3.85%) JBoss
Cloud Services
1 2 (7.69%) SaaS
2 1 (3.85%) Amazon AWS
2 1 (3.85%) Amazon CloudWatch
2 1 (3.85%) Amazon EC2
2 1 (3.85%) Amazon S3
2 1 (3.85%) Amazon SQS
2 1 (3.85%) AWS CloudFormation
2 1 (3.85%) Azure Active Directory
2 1 (3.85%) Microsoft Azure
Communications & Networking
1 9 (34.62%) Cisco ASA
1 9 (34.62%) Firewall
1 9 (34.62%) Network Security
2 8 (30.77%) VPN
3 1 (3.85%) Internet
3 1 (3.85%) IPsec
3 1 (3.85%) SSL
Database & Business Intelligence
1 11 (42.31%) MongoDB
2 10 (38.46%) Apache Hive
2 10 (38.46%) Big Data
2 10 (38.46%) Hadoop
2 10 (38.46%) MySQL
2 10 (38.46%) RDBMS
2 10 (38.46%) Relational Database
3 1 (3.85%) Amazon RDS
3 1 (3.85%) NoSQL
3 1 (3.85%) SQL Server
Development Applications
1 2 (7.69%) Git (software)
1 2 (7.69%) Jenkins
2 1 (3.85%) Atlassian Bamboo
2 1 (3.85%) Cucumber
2 1 (3.85%) Grunt
2 1 (3.85%) Jasmine
2 1 (3.85%) JIRA
2 1 (3.85%) Octopus Deploy
2 1 (3.85%) TeamCity
2 1 (3.85%) webpack
General
1 3 (11.54%) Finance
2 2 (7.69%) Banking
2 2 (7.69%) Military
2 2 (7.69%) Telecoms
Job Titles
1 10 (38.46%) Software Engineer
2 8 (30.77%) Lead Software Engineer
2 8 (30.77%) Network Security Specialist
2 8 (30.77%) Network Specialist
2 8 (30.77%) Security Specialist
3 3 (11.54%) Security Engineer
4 2 (7.69%) C# Software Engineer
4 2 (7.69%) Infrastructure Engineer
4 2 (7.69%) Infrastructure Security Engineer
4 2 (7.69%) Java Engineer
4 2 (7.69%) Java Software Engineer
4 2 (7.69%) Junior
4 2 (7.69%) Junior C# Software Engineer
4 2 (7.69%) Junior Java Software Engineer
4 2 (7.69%) Junior Software Engineer
4 2 (7.69%) Senior C# Software Engineer
4 2 (7.69%) Senior Java Engineer
4 2 (7.69%) Senior Java Software Engineer
4 2 (7.69%) Senior Software Engineer
5 1 (3.85%) Senior DevOps
Libraries, Frameworks & Software Standards
1 11 (42.31%) AngularJS
1 11 (42.31%) CSS
1 11 (42.31%) HTML
1 11 (42.31%) Node.js
2 10 (38.46%) Apache Camel
2 10 (38.46%) CSS3
2 10 (38.46%) Hibernate
2 10 (38.46%) HTML5
2 10 (38.46%) Java EE
2 10 (38.46%) jQuery
2 10 (38.46%) LAMP
2 10 (38.46%) Middleware
2 10 (38.46%) Spring
3 8 (30.77%) 802.1X
4 1 (3.85%) Apache Cordova
4 1 (3.85%) Express
4 1 (3.85%) MEAN Stack
4 1 (3.85%) REST
4 1 (3.85%) RxJS
4 1 (3.85%) WebSockets
Miscellaneous
1 2 (7.69%) Algorithms
1 2 (7.69%) Fat Client
1 2 (7.69%) Thin Client
2 1 (3.85%) Computer Science
2 1 (3.85%) Cyberattack
Operating Systems
1 13 (50.00%) Linux
2 2 (7.69%) Unix
3 1 (3.85%) Android
3 1 (3.85%) Apple iOS
3 1 (3.85%) Windows
Processes & Methodologies
1 12 (46.15%) Agile Software Development
1 12 (46.15%) DevOps
2 11 (42.31%) Scrum
3 10 (38.46%) Analytics
3 10 (38.46%) Data Analytics
3 10 (38.46%) SDLC
3 10 (38.46%) Software Engineering
3 10 (38.46%) Time Management
3 10 (38.46%) Visualisation
4 9 (34.62%) Release Management
5 4 (15.38%) SIEM
6 3 (11.54%) Cybersecurity
6 3 (11.54%) Information Security
6 3 (11.54%) Open Source
6 3 (11.54%) Risk Management
7 2 (7.69%) Continuous Improvement
7 2 (7.69%) Cryptography
7 2 (7.69%) Network Design
7 2 (7.69%) OWASP
7 2 (7.69%) Penetration Testing
Programming Languages
1 12 (46.15%) JavaScript
2 11 (42.31%) C
2 11 (42.31%) Java
2 11 (42.31%) Perl
2 11 (42.31%) Python
3 10 (38.46%) Ruby
4 9 (34.62%) C++
5 2 (7.69%) C#
5 2 (7.69%) SQL
6 1 (3.85%) Assembly Language
6 1 (3.85%) GraphQL
6 1 (3.85%) PowerShell
Qualifications
1 12 (46.15%) Degree
2 11 (42.31%) Security Cleared
3 10 (38.46%) DV Cleared
3 10 (38.46%) Numerate Degree
4 9 (34.62%) CCNP
4 9 (34.62%) Cisco Certification
5 8 (30.77%) CCDP
6 4 (15.38%) CISSP
7 1 (3.85%) AWS Certification
7 1 (3.85%) CISA
7 1 (3.85%) CISM
7 1 (3.85%) CRISC
Quality Assurance & Compliance
1 3 (11.54%) Cyber Essentials
1 3 (11.54%) ISO/IEC 27001
2 2 (7.69%) GDPR
2 2 (7.69%) PCI DSS
3 1 (3.85%) Cyber Essentials PLUS
3 1 (3.85%) FIPS 140-2
3 1 (3.85%) ISO/IEC 27005
3 1 (3.85%) QA
System Software
1 11 (42.31%) VMware Infrastructure
2 10 (38.46%) Hyper-V
3 8 (30.77%) Firmware
4 1 (3.85%) Active Directory
4 1 (3.85%) Virtual Machines
Systems Management
1 1 (3.85%) Ansible
1 1 (3.85%) FortiGate
1 1 (3.85%) Opscode Chef
Vendors
1 12 (46.15%) Oracle
2 11 (42.31%) VMware
3 9 (34.62%) Cisco
4 1 (3.85%) ArcSight
4 1 (3.85%) Atlassian
4 1 (3.85%) CheckPoint
4 1 (3.85%) Cognizant
4 1 (3.85%) Juniper
4 1 (3.85%) NetApp
4 1 (3.85%) New Relic
4 1 (3.85%) Palo Alto
4 1 (3.85%) Trend Micro