The table below looks at the statistics for Perl skills in IT jobs advertised for the Scotland region. Included is a guide to the salaries offered in IT jobs that have cited Perl over the 3 months to 1 October 2016 with a comparison to the same period over the previous 2 years.

3 months to
1 Oct 2016
Same period 2015 Same period 2014
Perl
Rank 74 64 80
Rank change year-on-year
-10 +16
Permanent jobs citing Perl 72 107 104
As % of all permanent IT jobs located in Scotland 2.90% 3.25% 2.86%
As % of the Programming Languages category 5.41% 6.57% 5.30%
Number of salaries quoted 40 65 64
Median salary £42,500 £42,233 £41,250
Median salary % change year-on-year
+0.63% +2.38%
90% offered a salary of more than £34,275 £29,600 £30,650
10% offered a salary of more than £55,000 £74,500 £53,550
UK excluding London median salary £48,500 £45,000 £42,500
% change year-on-year
+7.77% +5.88%
Perl
UK

The following table is for comparison with the above and provides statistics for the entire Programming Languages category in permanent jobs advertised in the Scotland region.

Programming Languages Category
Scotland
Permanent IT job ads with a match in the
Programming Languages category
1330 1629 1964
As % of all permanent IT jobs located in Scotland 53.48% 49.42% 53.96%
Number of salaries quoted 838 1017 1264
Median salary £40,000 £40,000 £40,000
90% offered a salary of more than £30,000 £30,000 £29,400
10% offered a salary of more than £55,000 £54,000 £55,000
UK excluding London median salary £42,500 £40,000 £39,000
% change year-on-year
+6.25% +2.56%

Perl
Jobs Demand Trend in Scotland

The demand trend of job ads across the Scotland region citing Perl as a proportion of all IT jobs with a match in the Programming Languages category.

Perl Jobs Demand Trend in Scotland

Perl
Salary Trend in Scotland

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

Perl Salary Trend in Scotland

Perl
Salary Histogram in Scotland

This chart provides a salary histogram for IT jobs citing Perl across the Scotland region over the 3 months to 1 October 2016.

Perl Salary Histogram in Scotland

Perl
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Perl within the Scotland region over the 3 months to 1 October 2016. 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
(Click see detailed
statistics and trends)
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
Glasgow +30 48 £42,500 - 5
Edinburgh -24 19 £42,500 - 5
Fife - 2 £20,000 -
West Lothian -5 1 - - 1
Perl
UK

Perl
Top 30 Related IT Skills in Scotland

For the 6 months to 1 October 2016, IT jobs citing Perl 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 Scotland region with a requirement for Perl.

1 99 (55.31%) Linux
2 93 (51.96%) Finance
3 88 (49.16%) Unix
4 76 (42.46%) Python
5 73 (40.78%) Java
6 62 (34.64%) Agile Software Development
7 59 (32.96%) SQL
8 57 (31.84%) Oracle
9 42 (23.46%) ETL
10 39 (21.79%) SDLC
11 36 (20.11%) Shell Script
12 34 (18.99%) C#
13 32 (17.88%) Windows
14 31 (17.32%) Korn
14 31 (17.32%) Continuous Integration
15 30 (16.76%) Sybase
16 27 (15.08%) Microsoft
16 27 (15.08%) Informatica
17 26 (14.53%) Solaris
17 26 (14.53%) Hadoop
18 25 (13.97%) Apache Hive
18 25 (13.97%) Ruby
19 24 (13.41%) Software Engineering
20 23 (12.85%) Data Warehouse
20 23 (12.85%) C++
21 22 (12.29%) Degree
22 21 (11.73%) HBase
22 21 (11.73%) SAN
22 21 (11.73%) Firewall
23 20 (11.17%) .NET

Perl
Top Related 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 12 (6.70%) Apache
2 7 (3.91%) JBoss
2 7 (3.91%) Tomcat
3 5 (2.79%) MQSeries
3 5 (2.79%) SAS
4 4 (2.23%) CICS
5 3 (1.68%) Alfresco
5 3 (1.68%) IIS
5 3 (1.68%) Mule
5 3 (1.68%) SugarCRM
6 1 (0.56%) Apache Solr
6 1 (0.56%) Apache Spark
6 1 (0.56%) Confluence
6 1 (0.56%) Elasticsearch
6 1 (0.56%) GemFire
6 1 (0.56%) IBM Transformation Extender
6 1 (0.56%) MS Exchange
6 1 (0.56%) WebLogic
6 1 (0.56%) WebSphere
Applications
1 9 (5.03%) MS Excel
2 5 (2.79%) MS PowerPoint
3 4 (2.23%) MS Office
4 2 (1.12%) MS Visio
Business Applications
1 12 (6.70%) HiPortfolio
2 4 (2.23%) Oracle Assets
2 4 (2.23%) Oracle Payables
2 4 (2.23%) RMDS
3 2 (1.12%) Teamcenter
Cloud Services
1 16 (8.94%) IaaS
1 16 (8.94%) PaaS
2 13 (7.26%) Amazon AWS
3 10 (5.59%) Amazon CloudWatch
3 10 (5.59%) Amazon EC2
3 10 (5.59%) Amazon S3
3 10 (5.59%) Microsoft Azure
3 10 (5.59%) SaaS
Communications & Networking
1 21 (11.73%) Firewall
1 21 (11.73%) SAN
2 18 (10.06%) DNS
3 16 (8.94%) SSL
4 13 (7.26%) HTTP
4 13 (7.26%) SSH
5 12 (6.70%) TCP/IP
6 11 (6.15%) Internet
7 8 (4.47%) LDAP
8 4 (2.23%) Intrusion Detection
8 4 (2.23%) Kerberos
8 4 (2.23%) Multicast
8 4 (2.23%) Network Security
9 2 (1.12%) DHCP
10 1 (0.56%) Broadband
10 1 (0.56%) DVB
10 1 (0.56%) FTP
10 1 (0.56%) LAN
10 1 (0.56%) SNMP
10 1 (0.56%) VPN
Database & Business Intelligence
1 26 (14.53%) Hadoop
2 25 (13.97%) Apache Hive
3 23 (12.85%) Data Warehouse
4 21 (11.73%) HBase
5 20 (11.17%) SQL Server
6 17 (9.50%) Big Data
6 17 (9.50%) JasperReports
7 15 (8.38%) DB2
7 15 (8.38%) Relational Database
8 14 (7.82%) MongoDB
9 12 (6.70%) OLAP
9 12 (6.70%) Oracle OLAP
10 9 (5.03%) Oracle Reports
10 9 (5.03%) PowerCenter
11 8 (4.47%) MySQL
12 7 (3.91%) RDBMS
13 6 (3.35%) QlikView
14 5 (2.79%) NoSQL
15 4 (2.23%) KDB
15 4 (2.23%) Oracle Database
Development Applications
1 15 (8.38%) Jenkins
2 14 (7.82%) JUnit
3 13 (7.26%) Maven
4 9 (5.03%) Git (software)
5 8 (4.47%) Subversion
6 7 (3.91%) Selenium
7 6 (3.35%) TeamCity
8 5 (2.79%) JBehave
8 5 (2.79%) MSTest
8 5 (2.79%) NUnit
8 5 (2.79%) TestNG
8 5 (2.79%) WebDriver
9 4 (2.23%) JIRA
9 4 (2.23%) MSBuild
10 3 (1.68%) Talend Open Studio
11 2 (1.12%) Ant
11 2 (1.12%) Cucumber
12 1 (0.56%) Eclipse
12 1 (0.56%) GCC
12 1 (0.56%) Gradle
General
1 93 (51.96%) Finance
2 18 (10.06%) Banking
3 13 (7.26%) Retail
4 12 (6.70%) Games
4 12 (6.70%) Telecoms
5 6 (3.35%) Publishing
6 4 (2.23%) Front Office
6 4 (2.23%) General Ledger
7 3 (1.68%) Aerospace
7 3 (1.68%) Marketing
8 2 (1.12%) Legal
9 1 (0.56%) Back Office
9 1 (0.56%) Electronics
9 1 (0.56%) Financial Institution
9 1 (0.56%) Investment Banking
9 1 (0.56%) Manufacturing
9 1 (0.56%) Private Banking
Job Titles
1 52 (29.05%) Developer
2 18 (10.06%) Java Developer
3 15 (8.38%) Security Engineer
4 14 (7.82%) Architect
5 13 (7.26%) Data Engineer
6 12 (6.70%) Administrator
6 12 (6.70%) Analyst
6 12 (6.70%) Data Architect
6 12 (6.70%) ETL Developer
6 12 (6.70%) Systems Administrator
7 11 (6.15%) Systems Engineer
8 10 (5.59%) Development Engineer
8 10 (5.59%) Unix Engineer
8 10 (5.59%) Unix Systems Engineer
9 9 (5.03%) Applications Support
9 9 (5.03%) Cloud Engineer
9 9 (5.03%) Monitoring Engineer
9 9 (5.03%) Senior Security Engineer
9 9 (5.03%) Technical Engineer
9 9 (5.03%) Test Engineer
Libraries, Frameworks & Software Standards
1 20 (11.17%) .NET
2 19 (10.61%) REST
2 19 (10.61%) Spring
2 19 (10.61%) WinForms
3 17 (9.50%) ASP.NET
3 17 (9.50%) ASP.NET MVC 5
3 17 (9.50%) ASP.NET Web Forms
4 15 (8.38%) HTML
5 14 (7.82%) XML
6 13 (7.26%) Middleware
7 9 (5.03%) CSS
8 8 (4.47%) JMS
9 7 (3.91%) JSON
9 7 (3.91%) RESTful
9 7 (3.91%) SOAP
10 6 (3.35%) HTML5
10 6 (3.35%) J2SE
10 6 (3.35%) Twitter Bootstrap
11 5 (2.79%) Boost C++ Libraries
12 4 (2.23%) WPF
Miscellaneous
1 18 (10.06%) Analytical Skills
2 10 (5.59%) Hybrid Cloud
2 10 (5.59%) Visualisation
3 8 (4.47%) Data Centre
4 7 (3.91%) Computer Science
5 5 (2.79%) Derivative
5 5 (2.79%) Equity Derivative
6 4 (2.23%) Distributed Denial-of-Service
6 4 (2.23%) Mainframe
6 4 (2.23%) Mathematics
6 4 (2.23%) Physics
6 4 (2.23%) PKI
6 4 (2.23%) Reference Data
7 3 (1.68%) Data Integration
8 2 (1.12%) Management Information System
8 2 (1.12%) SWIFT
9 1 (0.56%) Enterprise Storage
9 1 (0.56%) Equities
9 1 (0.56%) Replication
9 1 (0.56%) Wiki
Operating Systems
1 99 (55.31%) Linux
2 88 (49.16%) Unix
3 32 (17.88%) Windows
4 26 (14.53%) Solaris
5 16 (8.94%) AIX
6 12 (6.70%) Red Hat Enterprise Linux
7 10 (5.59%) HPUX
8 5 (2.79%) Debian
8 5 (2.79%) OpenVMS
9 4 (2.23%) Android
9 4 (2.23%) CentOS
9 4 (2.23%) zOS
10 3 (1.68%) Mac OS X
11 2 (1.12%) Windows Server 2012
12 1 (0.56%) Apple iOS
12 1 (0.56%) VMS
12 1 (0.56%) Windows Server
12 1 (0.56%) Windows Server 2008
Processes & Methodologies
1 62 (34.64%) Agile Software Development
2 42 (23.46%) ETL
3 39 (21.79%) SDLC
4 31 (17.32%) Continuous Integration
5 24 (13.41%) Software Engineering
6 19 (10.61%) High Availability
6 19 (10.61%) Open Source
7 18 (10.06%) Asset Management
8 17 (9.50%) Data Modelling
8 17 (9.50%) MVC
8 17 (9.50%) Scrum
8 17 (9.50%) Software Architecture
9 16 (8.94%) Analytics
10 15 (8.38%) Performance Tuning
11 14 (7.82%) DevOps
12 12 (6.70%) Data Governance
12 12 (6.70%) Fund Accounting
12 12 (6.70%) Logical Data Model
12 12 (6.70%) Performance Monitoring
12 12 (6.70%) Physical Data Model
Programming Languages
1 76 (42.46%) Python
2 73 (40.78%) Java
3 59 (32.96%) SQL
4 36 (20.11%) Shell Script
5 34 (18.99%) C#
6 31 (17.32%) Korn
7 25 (13.97%) Ruby
8 23 (12.85%) C++
9 20 (11.17%) Bash Shell
10 19 (10.61%) VB
11 14 (7.82%) JavaScript
12 13 (7.26%) PL/SQL
12 13 (7.26%) PowerShell
13 10 (5.59%) VBScript
14 9 (5.03%) PHP
15 7 (3.91%) C
16 4 (2.23%) Assembly Language
16 4 (2.23%) COBOL
16 4 (2.23%) JCL
16 4 (2.23%) REXX
Qualifications
1 22 (12.29%) Degree
2 8 (4.47%) SC Cleared
2 8 (4.47%) Security Cleared
3 3 (1.68%) CISSP
4 2 (1.12%) CCNP
4 2 (1.12%) Cisco Certification
5 1 (0.56%) CCIE
5 1 (0.56%) CCNA
5 1 (0.56%) GCIA
5 1 (0.56%) GCIH
5 1 (0.56%) JNCIE
5 1 (0.56%) SANS
5 1 (0.56%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 4 (2.23%) Data Quality
2 3 (1.68%) PCI DSS
2 3 (1.68%) QA
3 1 (0.56%) ISO15022
3 1 (0.56%) ISO20022
3 1 (0.56%) SLA
System Software
1 16 (8.94%) Docker
2 14 (7.82%) VMware Infrastructure
3 9 (5.03%) Sendmail
4 8 (4.47%) Active Directory
5 6 (3.35%) VMware ESXi
6 5 (2.79%) Veritas Cluster Server
6 5 (2.79%) Veritas File System
6 5 (2.79%) Veritas Volume Manager
7 4 (2.23%) Job Entry Subsystem
7 4 (2.23%) RACF
7 4 (2.23%) Time Sharing Option
8 2 (1.12%) Squid
8 2 (1.12%) vSphere
9 1 (0.56%) iptables
9 1 (0.56%) NFS
9 1 (0.56%) Samba
9 1 (0.56%) Virtual Servers
Systems Management
1 11 (6.15%) NetBackup
2 10 (5.59%) Kubernetes
2 10 (5.59%) Mesos
3 8 (4.47%) Ansible
3 8 (4.47%) Opscode Chef
3 8 (4.47%) Puppet
4 7 (3.91%) Veritas Storage Foundation
5 4 (2.23%) Thomson Reuters DACS
5 4 (2.23%) zSecure
6 3 (1.68%) Nagios
7 2 (1.12%) QRadar
8 1 (0.56%) ArcSight ESM
8 1 (0.56%) Capistrano
8 1 (0.56%) Fluentd
8 1 (0.56%) Munin
8 1 (0.56%) Nessus
8 1 (0.56%) Terraform
8 1 (0.56%) Tivoli
8 1 (0.56%) Tivoli Storage Manager
8 1 (0.56%) yum
Vendors
1 57 (31.84%) Oracle
2 30 (16.76%) Sybase
3 27 (15.08%) Informatica
3 27 (15.08%) Microsoft
4 17 (9.50%) IBM
4 17 (9.50%) Sun
5 16 (8.94%) Ab Initio
6 14 (7.82%) VMware
7 12 (6.70%) Red Hat
8 11 (6.15%) HP
8 11 (6.15%) Veritas
9 9 (5.03%) Cloudera
10 7 (3.91%) CA
11 4 (2.23%) Solace
11 4 (2.23%) Tableau
12 3 (1.68%) Apple
12 3 (1.68%) F5
12 3 (1.68%) Perforce
12 3 (1.68%) Sourcefire
12 3 (1.68%) Talend
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