Period
to 21 November 2017

The table below looks at the prevalence of the term PKI in contract job vacancies advertised in Glasgow. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited PKI over the 6 months to 21 November 2017 with a comparison to the same period over the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Public-Key Infrastructure (PKI)
Scotland > Glasgow
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 60 84 94
Rank change year-on-year +24 +10 +6
Contract jobs citing PKI 36 1 8
As % of all contract IT jobs advertised in Glasgow 2.77% 0.090% 0.47%
As % of the Miscellaneous category 8.33% 0.26% 1.54%
Number of daily rates quoted 9 0 5
Glasgow median daily rate £425 - £459
10th Percentile £360 - £409
90th Percentile £438 - £473
Scotland median daily rate £425 £340 £375
% change year-on-year +25.00% -9.33% +10.62%
Number of hourly rates quoted 0 0 0
Glasgow median hourly rate - - -
Scotland median hourly rate - - -

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

All Generic IT Skills
Glasgow
Contract vacancies with a requirement for generic IT skills 432 379 520
As % of all contract IT jobs advertised in Glasgow 33.23% 33.96% 30.61%
Number of daily rates quoted 213 194 266
Glasgow median daily rate £375 £355 £339
Median daily rate % change year-on-year +5.63% +4.80% -3.21%
10th Percentile £255 £190 £188
90th Percentile £475 £475 £475
Scotland median daily rate £378 £350 £363
% change year-on-year +7.86% -3.45% +2.11%
Number of hourly rates quoted 13 6 11
Glasgow median hourly rate £20.00 £26.50 £25.00
Median hourly rate % change year-on-year -24.53% +6.00% +42.86%
10th Percentile £10.15 £17.63 £12.35
90th Percentile £27.40 £45.13 £72.50
Scotland median hourly rate £24.00 £31.25 £21.00
% change year-on-year -23.20% +48.81% -3.45%

PKI
Job Vacancy Trend in Glasgow

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

Job vacancy trend for PKI in Glasgow

PKI
Contractor Daily Rate Trend in Glasgow

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing PKI in Glasgow.

Contractor daily rate trend for PKI in Glasgow

For the 6 months to 21 November 2017, IT contractor jobs citing PKI also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the Glasgow region with a requirement for PKI.

1 27 (75.00%) Perl
2 25 (69.44%) Sybase
2 25 (69.44%) DB2
3 23 (63.89%) SQL
4 22 (61.11%) Finance
5 19 (52.78%) Linux
6 17 (47.22%) SSL
7 15 (41.67%) IBM
7 15 (41.67%) SAS
7 15 (41.67%) Kerberos
7 15 (41.67%) CICS
7 15 (41.67%) Assembly Language
7 15 (41.67%) CA
7 15 (41.67%) REXX
7 15 (41.67%) zOS
7 15 (41.67%) MQSeries
7 15 (41.67%) Microsoft Excel
7 15 (41.67%) Microsoft Office
7 15 (41.67%) Unix
7 15 (41.67%) Windows
7 15 (41.67%) Mainframe
7 15 (41.67%) RACF
7 15 (41.67%) JCL
7 15 (41.67%) Middleware
7 15 (41.67%) Security Management
7 15 (41.67%) SSH
7 15 (41.67%) ISPF
7 15 (41.67%) Project Planning
7 15 (41.67%) Microsoft PowerPoint
7 15 (41.67%) Time Management

PKI
Co-occurring IT Skills in Glasgow 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 15 (41.67%) CICS
1 15 (41.67%) MQSeries
1 15 (41.67%) SAS
2 4 (11.11%) Apache
2 4 (11.11%) Tomcat
3 1 (2.78%) IIS
Applications
1 15 (41.67%) Microsoft Excel
1 15 (41.67%) Microsoft Office
1 15 (41.67%) Microsoft PowerPoint
Communications & Networking
1 17 (47.22%) SSL
2 15 (41.67%) Kerberos
2 15 (41.67%) SSH
3 3 (8.33%) Firewall
4 1 (2.78%) DHCP
4 1 (2.78%) Internet
Database & Business Intelligence
1 25 (69.44%) DB2
2 7 (19.44%) Relational Database
2 7 (19.44%) SQLite
3 3 (8.33%) RDBMS
4 2 (5.56%) MSDE
5 1 (2.78%) SQL Server
Development Applications
1 7 (19.44%) Visual Studio
2 4 (11.11%) Git (software)
2 4 (11.11%) Jenkins
3 3 (8.33%) FishEye
General
1 22 (61.11%) Finance
Job Titles
1 19 (52.78%) Developer
2 8 (22.22%) Perl Developer
2 8 (22.22%) Python Developer
2 8 (22.22%) Software Developer
3 7 (19.44%) Full Stack Developer
4 6 (16.67%) Assembler Programmer
4 6 (16.67%) Mainframe Programmer
4 6 (16.67%) Programmer
4 6 (16.67%) RACF Programmer
4 6 (16.67%) SAS Programmer
5 3 (8.33%) Security Engineer
6 2 (5.56%) Tools Developer
7 1 (2.78%) C++/C# Developer
7 1 (2.78%) C++/Java Developer
7 1 (2.78%) Consultant
7 1 (2.78%) DB2 Developer
7 1 (2.78%) Development Consultant
7 1 (2.78%) Software Consultant
7 1 (2.78%) Software Development Consultant
7 1 (2.78%) SQL Database Developer
Libraries, Frameworks & Software Standards
1 15 (41.67%) ISPF
1 15 (41.67%) Middleware
2 13 (36.11%) REST
3 7 (19.44%) .NET
Miscellaneous
1 15 (41.67%) Mainframe
2 13 (36.11%) Client/Server
3 2 (5.56%) Virtual Team
Operating Systems
1 19 (52.78%) Linux
2 15 (41.67%) Unix
2 15 (41.67%) Windows
2 15 (41.67%) zOS
3 4 (11.11%) Red Hat Enterprise Linux
3 4 (11.11%) Solaris
4 1 (2.78%) Windows Server
4 1 (2.78%) Windows Server 2012
Processes & Methodologies
1 15 (41.67%) Project Planning
1 15 (41.67%) Security Management
1 15 (41.67%) Time Management
2 14 (38.89%) Information Security
2 14 (38.89%) People Management
3 10 (27.78%) SDLC
4 9 (25.00%) Continuous Integration
5 7 (19.44%) Web Development
6 6 (16.67%) Agile Software Development
6 6 (16.67%) Cybersecurity
6 6 (16.67%) Load Testing
7 4 (11.11%) Secure Coding
8 3 (8.33%) Network Architecture
8 3 (8.33%) User Acceptance Testing
9 2 (5.56%) Asset Management
10 1 (2.78%) High Availability
10 1 (2.78%) Migration
10 1 (2.78%) Server Virtualisation
Programming Languages
1 27 (75.00%) Perl
2 23 (63.89%) SQL
3 15 (41.67%) Assembly Language
3 15 (41.67%) CLIST
3 15 (41.67%) JCL
3 15 (41.67%) REXX
4 14 (38.89%) Shell Script
5 13 (36.11%) Python
6 8 (22.22%) PowerShell
7 7 (19.44%) C#
7 7 (19.44%) C++
7 7 (19.44%) Java
Quality Assurance & Compliance
1 3 (8.33%) QA
System Software
1 15 (41.67%) Job Entry Subsystem
1 15 (41.67%) RACF
1 15 (41.67%) Time Sharing Option
2 4 (11.11%) Active Directory
3 3 (8.33%) Apache ZooKeeper
3 3 (8.33%) NFS
Systems Management
1 15 (41.67%) zSecure
2 6 (16.67%) Netcool
2 6 (16.67%) SCOM
3 4 (11.11%) WMI
4 3 (8.33%) Opscode Chef
Vendors
1 25 (69.44%) Sybase
2 15 (41.67%) CA
2 15 (41.67%) IBM
3 8 (22.22%) Microsoft
4 7 (19.44%) CyberArk
5 4 (11.11%) Perforce
5 4 (11.11%) Red Hat
6 3 (8.33%) Oracle
7 1 (2.78%) VMware