The table below looks at the prevalence of the term PKI in IT jobs advertised for the North West region. Included is a guide to the salaries offered in IT jobs that have cited PKI over the 3 months to 22 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
22 Jan 2017
Same period 2016 Same period 2015
Public-Key Infrastructure (PKI)
England / North West
Rank 224 236 246
Rank change year-on-year
+12 +10
Permanent jobs citing PKI 25 3 9
As % of all permanent IT jobs located in the North West 0.43% 0.054% 0.13%
As % of the Miscellaneous category 1.02% 0.14% 0.37%
Number of salaries quoted 13 1 9
Median salary £57,000 £51,500 £30,000
Median salary % change year-on-year
+10.67% +71.66%
UK excluding London median salary £54,000 £47,500 £50,000
% change year-on-year
+13.68% -5.00%

The following table is for comparison with the above and provides statistics for the entire Miscellaneous category in permanent jobs advertised in the North West region.

Miscellaneous Category
North West
Permanent IT job ads with a match in the
Miscellaneous category
2461 2107 2463
As % of all permanent IT jobs located in the North West 41.99% 37.71% 36.05%
Number of salaries quoted 2024 1675 2118
Median salary £40,000 £40,000 £38,500
Median salary % change year-on-year
- +3.89%
90% offered a salary of more than £27,000 £25,000 £24,500
10% offered a salary of more than £60,000 £65,000 £55,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

PKI
Jobs Demand Trend in the North West

The demand trend of job ads across the North West region citing PKI as a proportion of all IT jobs with a match in the Miscellaneous category.

PKI Jobs Demand Trend in the North West

PKI
Salary Trend in the North West

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing PKI across the North West region.

PKI Salary Trend in the North West

PKI
Salary Histogram in the North West

This chart provides a salary histogram for IT jobs citing PKI across the North West region over the 3 months to 22 January 2017.

PKI Salary Histogram in the North West

PKI
Job Locations in the North West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing PKI within the North West region over the 3 months to 22 January 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Manchester - 18 £57,000 - 7
Cheshire +17 3 - -
Merseyside -8 2 £50,000 -2.91%
Lancashire -12 2 £39,000 - 1
PKI
England

PKI
Top 30 Related IT Skills in the North West

For the 6 months to 22 January 2017, 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 North West region with a requirement for PKI.

1 37 (80.43%) Information Security
2 27 (58.70%) VMware
3 24 (52.17%) Java
3 24 (52.17%) Oracle
3 24 (52.17%) Degree
4 23 (50.00%) Java EE
4 23 (50.00%) Time Management
4 23 (50.00%) Agile Software Development
4 23 (50.00%) Spring
4 23 (50.00%) Security Cleared
4 23 (50.00%) VMware Infrastructure
4 23 (50.00%) Hyper-V
4 23 (50.00%) Hadoop
4 23 (50.00%) Visualisation
4 23 (50.00%) Apache Hive
4 23 (50.00%) MongoDB
4 23 (50.00%) Big Data
4 23 (50.00%) Data Analytics
4 23 (50.00%) JavaScript
4 23 (50.00%) C
4 23 (50.00%) C#
4 23 (50.00%) MySQL
4 23 (50.00%) RDBMS
4 23 (50.00%) Hibernate
4 23 (50.00%) Scrum
4 23 (50.00%) Middleware
4 23 (50.00%) Analytics
4 23 (50.00%) Apache Pig
4 23 (50.00%) Elasticsearch
4 23 (50.00%) Apache Camel

PKI
Top Related IT Skills in the North West 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 23 (50.00%) Apache Pig
1 23 (50.00%) Apache Spark
1 23 (50.00%) Elasticsearch
2 2 (4.35%) IIS
2 2 (4.35%) Skype for Business
3 1 (2.17%) Exchange Server 2010
3 1 (2.17%) Exchange Server 2013
3 1 (2.17%) MS Exchange
3 1 (2.17%) SharePoint
Applications
1 2 (4.35%) MS Excel
Cloud Services
1 2 (4.35%) Office 365
2 1 (2.17%) Azure Active Directory
2 1 (2.17%) Cloud Computing
2 1 (2.17%) Microsoft Azure
2 1 (2.17%) Yammer
Communications & Networking
1 7 (15.22%) DNS
2 4 (8.70%) DHCP
3 2 (4.35%) Internet
3 2 (4.35%) TCP/IP
4 1 (2.17%) Kerberos
4 1 (2.17%) Skype
4 1 (2.17%) SSH
Database & Business Intelligence
1 23 (50.00%) Apache Hive
1 23 (50.00%) Big Data
1 23 (50.00%) Hadoop
1 23 (50.00%) MongoDB
1 23 (50.00%) MySQL
1 23 (50.00%) RDBMS
1 23 (50.00%) Relational Database
2 3 (6.52%) SQL Server
3 1 (2.17%) GIS
3 1 (2.17%) MaxDB
General
1 17 (36.96%) Military
2 1 (2.17%) Finance
Job Titles
1 12 (26.09%) Team Leader
2 11 (23.91%) Architect
3 10 (21.74%) Software Architect
4 9 (19.57%) Lead Architect
4 9 (19.57%) Lead Software Architect
4 9 (19.57%) Software Engineer
5 6 (13.04%) Developer
5 6 (13.04%) Java Developer
5 6 (13.04%) Java Software Developer
5 6 (13.04%) Software Developer
6 4 (8.70%) Active Directory Engineer
6 4 (8.70%) Active Directory Support
6 4 (8.70%) Active Directory Support Engineer
6 4 (8.70%) C# Developer
6 4 (8.70%) C# Software Developer
6 4 (8.70%) JavaScript Developer
6 4 (8.70%) Support Engineer
6 4 (8.70%) Wintel Engineer
6 4 (8.70%) Wintel Support
6 4 (8.70%) Wintel Support Engineer
Libraries, Frameworks & Software Standards
1 23 (50.00%) Apache Camel
1 23 (50.00%) Hibernate
1 23 (50.00%) Java EE
1 23 (50.00%) Middleware
1 23 (50.00%) Spring
2 19 (41.30%) AngularJS
2 19 (41.30%) CSS
2 19 (41.30%) CSS3
2 19 (41.30%) HTML
2 19 (41.30%) HTML5
2 19 (41.30%) jQuery
2 19 (41.30%) Node.js
3 13 (28.26%) LAMP
4 1 (2.17%) SAP Basis
Miscellaneous
1 23 (50.00%) Visualisation
2 13 (28.26%) Computer Science
2 13 (28.26%) Cryptography
3 7 (15.22%) Analytical Skills
4 2 (4.35%) Clustering
5 1 (2.17%) Algorithms
5 1 (2.17%) Replication
Operating Systems
1 14 (30.43%) Linux
2 7 (15.22%) Windows
3 6 (13.04%) Windows Server
4 4 (8.70%) Windows Server 2003
4 4 (8.70%) Windows Server 2008
4 4 (8.70%) Windows Server 2012
Processes & Methodologies
1 37 (80.43%) Information Security
2 23 (50.00%) Agile Software Development
2 23 (50.00%) Analytics
2 23 (50.00%) Data Analytics
2 23 (50.00%) DevOps
2 23 (50.00%) Scrum
2 23 (50.00%) SDLC
2 23 (50.00%) Time Management
3 16 (34.78%) Service Delivery
4 15 (32.61%) Continuous Improvement
5 13 (28.26%) Big Data Analytics
5 13 (28.26%) Cybersecurity
5 13 (28.26%) Risk Management
5 13 (28.26%) Software Engineering
6 12 (26.09%) Performance Management
6 12 (26.09%) Service Management
7 10 (21.74%) Information Exploitation
8 9 (19.57%) Open Source
9 4 (8.70%) Infrastructure Monitoring
9 4 (8.70%) Problem Management
Programming Languages
1 24 (52.17%) Java
2 23 (50.00%) C
2 23 (50.00%) C#
2 23 (50.00%) JavaScript
3 13 (28.26%) Perl
3 13 (28.26%) Python
3 13 (28.26%) Ruby
4 5 (10.87%) PowerShell
5 1 (2.17%) ABAP
5 1 (2.17%) SQL
Qualifications
1 24 (52.17%) Degree
2 23 (50.00%) Security Cleared
3 22 (47.83%) DV Cleared
4 6 (13.04%) MCSE
4 6 (13.04%) Microsoft Certification
5 1 (2.17%) BPSS Clearance
5 1 (2.17%) CCDP
5 1 (2.17%) CCIE
5 1 (2.17%) CEH
5 1 (2.17%) CISA
5 1 (2.17%) Cisco Certification
5 1 (2.17%) CISM
5 1 (2.17%) CISSP
5 1 (2.17%) ISACA
5 1 (2.17%) MCSA
5 1 (2.17%) RHCA
5 1 (2.17%) SC Cleared
Quality Assurance & Compliance
1 1 (2.17%) GPG13
1 1 (2.17%) ISO/IEC 27001
1 1 (2.17%) PCI DSS
System Software
1 23 (50.00%) Hyper-V
1 23 (50.00%) VMware Infrastructure
2 8 (17.39%) Active Directory
Systems Management
1 4 (8.70%) SCOM
2 2 (4.35%) SCCM
Vendors
1 27 (58.70%) VMware
2 24 (52.17%) Oracle
3 9 (19.57%) Microsoft
4 4 (8.70%) SolarWinds
5 1 (2.17%) CA
5 1 (2.17%) Pegasus
5 1 (2.17%) SAP
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