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 7 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
7 Dec 2016
Same period 2015 Same period 2014
Perl
Rank 112 86 87
Rank change year-on-year
-26 +1
Permanent jobs citing Perl 29 83 77
As % of all permanent IT jobs located in Scotland 1.22% 2.67% 2.42%
As % of the Programming Languages category 2.18% 5.33% 4.49%
Number of salaries quoted 12 60 57
Median salary £46,500 £45,000 £36,000
Median salary % change year-on-year
+3.33% +25.00%
90% offered a salary of more than £33,900 £30,000 £24,987
10% offered a salary of more than £51,350 £55,250 £52,500
UK excluding London median salary £47,500 £45,000 £42,500
% change year-on-year
+5.55% +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
1333 1557 1714
As % of all permanent IT jobs located in Scotland 56.15% 50.18% 53.90%
Number of salaries quoted 827 989 1149
Median salary £40,000 £41,500 £40,000
Median salary % change year-on-year
-3.61% +3.75%
90% offered a salary of more than £30,000 £30,000 £27,500
10% offered a salary of more than £55,000 £55,000 £55,000
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

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 7 December 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 7 December 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 +12 17 £37,500 -6.25% 2
Edinburgh -24 11 £50,000 +5.26% 8
Perl
UK

Perl
Top 30 Related IT Skills in Scotland

For the 6 months to 7 December 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 71 (59.66%) Linux
2 67 (56.30%) Finance
3 51 (42.86%) SQL
4 50 (42.02%) Oracle
4 50 (42.02%) Python
5 49 (41.18%) Java
5 49 (41.18%) Agile Software Development
6 44 (36.97%) Unix
7 31 (26.05%) Shell Script
8 27 (22.69%) Hadoop
8 27 (22.69%) Apache Hive
9 24 (20.17%) Informatica
9 24 (20.17%) ETL
10 23 (19.33%) Windows
10 23 (19.33%) Big Data
11 22 (18.49%) Data Warehouse
11 22 (18.49%) Solaris
11 22 (18.49%) Software Engineering
12 21 (17.65%) Sybase
13 20 (16.81%) PL/SQL
13 20 (16.81%) HBase
14 17 (14.29%) REST
14 17 (14.29%) High Availability
14 17 (14.29%) C++
14 17 (14.29%) Banking
15 16 (13.45%) SAN
15 16 (13.45%) Firewall
15 16 (13.45%) Bash Shell
16 15 (12.61%) C#
16 15 (12.61%) Ruby

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 11 (9.24%) Tomcat
2 9 (7.56%) JBoss
3 8 (6.72%) Apache
4 4 (3.36%) Apache Pig
4 4 (3.36%) Apache Spark
5 3 (2.52%) Alfresco
5 3 (2.52%) Mule
5 3 (2.52%) SugarCRM
6 2 (1.68%) CICS
6 2 (1.68%) MQSeries
6 2 (1.68%) Oracle SOA Suite
6 2 (1.68%) SAS
7 1 (0.84%) Confluence
7 1 (0.84%) IIS
7 1 (0.84%) OpenStack
Applications
1 6 (5.04%) MS Excel
2 2 (1.68%) MS Office
2 2 (1.68%) MS PowerPoint
3 1 (0.84%) MS Visio
3 1 (0.84%) Spreadsheet
3 1 (0.84%) Weka
Business Applications
1 4 (3.36%) Oracle Assets
1 4 (3.36%) Oracle Payables
2 2 (1.68%) RMDS
3 1 (0.84%) Teamcenter
Cloud Services
1 11 (9.24%) SaaS
2 10 (8.40%) IaaS
3 9 (7.56%) PaaS
4 7 (5.88%) Amazon AWS
5 5 (4.20%) Amazon CloudWatch
5 5 (4.20%) Amazon EC2
5 5 (4.20%) Amazon S3
5 5 (4.20%) Microsoft Azure
6 1 (0.84%) G Suite
Communications & Networking
1 16 (13.45%) Firewall
1 16 (13.45%) SAN
2 14 (11.76%) DNS
3 13 (10.92%) LDAP
4 9 (7.56%) SSH
4 9 (7.56%) SSL
5 8 (6.72%) HTTP
5 8 (6.72%) Internet
6 7 (5.88%) TCP/IP
7 2 (1.68%) DHCP
7 2 (1.68%) Kerberos
7 2 (1.68%) Multicast
8 1 (0.84%) Broadband
8 1 (0.84%) DVB
8 1 (0.84%) LAN
8 1 (0.84%) NAS
8 1 (0.84%) Network Security
8 1 (0.84%) VPN
8 1 (0.84%) WAN
Database & Business Intelligence
1 27 (22.69%) Apache Hive
1 27 (22.69%) Hadoop
2 23 (19.33%) Big Data
3 22 (18.49%) Data Warehouse
4 20 (16.81%) HBase
5 13 (10.92%) MongoDB
6 11 (9.24%) DB2
6 11 (9.24%) OLAP
6 11 (9.24%) Oracle OLAP
6 11 (9.24%) Relational Database
7 9 (7.56%) Oracle Reports
7 9 (7.56%) PowerCenter
8 6 (5.04%) NoSQL
8 6 (5.04%) Oracle Database
9 5 (4.20%) Oracle Database 12c
9 5 (4.20%) Oracle ODI
10 4 (3.36%) DataStage
10 4 (3.36%) Flink
10 4 (3.36%) MySQL
10 4 (3.36%) RDBMS
Development Applications
1 13 (10.92%) Jenkins
2 8 (6.72%) Maven
3 5 (4.20%) JUnit
4 4 (3.36%) MSBuild
5 3 (2.52%) Talend Open Studio
6 2 (1.68%) GCC
6 2 (1.68%) Git (software)
6 2 (1.68%) JIRA
7 1 (0.84%) Ant
7 1 (0.84%) Bugzilla
7 1 (0.84%) Cucumber
7 1 (0.84%) Eclipse
7 1 (0.84%) IntelliJ
7 1 (0.84%) MSI
7 1 (0.84%) PowerBuilder
7 1 (0.84%) Selenium
7 1 (0.84%) Subversion
7 1 (0.84%) TeamCity
7 1 (0.84%) Vagrant
7 1 (0.84%) Visual Studio
General
1 67 (56.30%) Finance
2 17 (14.29%) Banking
3 11 (9.24%) Games
3 11 (9.24%) Retail
3 11 (9.24%) Telecoms
4 5 (4.20%) Publishing
5 4 (3.36%) Front Office
5 4 (3.36%) General Ledger
6 3 (2.52%) Aerospace
6 3 (2.52%) Legal
6 3 (2.52%) Marketing
7 1 (0.84%) Electronics
7 1 (0.84%) Investment Banking
7 1 (0.84%) Manufacturing
7 1 (0.84%) Prime Brokerage
Job Titles
1 29 (24.37%) Developer
2 13 (10.92%) Architect
2 13 (10.92%) Java Developer
3 11 (9.24%) Data Architect
3 11 (9.24%) Data Engineer
4 10 (8.40%) Analyst
4 10 (8.40%) Security Engineer
5 8 (6.72%) Applications Support
5 8 (6.72%) Systems Engineer
6 7 (5.88%) Technical Engineer
6 7 (5.88%) Unix Engineer
6 7 (5.88%) Unix Systems Engineer
7 6 (5.04%) Administrator
7 6 (5.04%) DevOps Engineer
7 6 (5.04%) Lead Developer
7 6 (5.04%) Senior Security Engineer
7 6 (5.04%) Systems Administrator
8 5 (4.20%) IT Engineer
8 5 (4.20%) Software Developer
8 5 (4.20%) SQL Analyst
Libraries, Frameworks & Software Standards
1 17 (14.29%) REST
2 13 (10.92%) Spring
3 8 (6.72%) Hibernate
3 8 (6.72%) HTML
4 7 (5.88%) Middleware
5 5 (4.20%) Boost C++ Libraries
5 5 (4.20%) JMS
5 5 (4.20%) Oracle GoldenGate
5 5 (4.20%) XML
6 4 (3.36%) .NET
6 4 (3.36%) ELK Stack
6 4 (3.36%) J2SE
6 4 (3.36%) Kafka
6 4 (3.36%) Node.js
6 4 (3.36%) NumPy
6 4 (3.36%) SciPy
6 4 (3.36%) WPF
7 2 (1.68%) ISPF
7 2 (1.68%) LAMP
7 2 (1.68%) WinForms
Miscellaneous
1 14 (11.76%) Analytical Skills
2 5 (4.20%) Computer Science
2 5 (4.20%) Derivative
2 5 (4.20%) Hybrid Cloud
2 5 (4.20%) Replication
3 4 (3.36%) Blockchain
3 4 (3.36%) Equity Derivative
3 4 (3.36%) Public Cloud
3 4 (3.36%) Reference Data
4 3 (2.52%) Data Centre
4 3 (2.52%) Data Integration
5 2 (1.68%) Mainframe
5 2 (1.68%) Mathematics
5 2 (1.68%) Physics
5 2 (1.68%) PKI
6 1 (0.84%) Equities
6 1 (0.84%) Foreign Exchange (FX)
6 1 (0.84%) Management Information System
6 1 (0.84%) Social Media
6 1 (0.84%) Wiki
Operating Systems
1 71 (59.66%) Linux
2 44 (36.97%) Unix
3 23 (19.33%) Windows
4 22 (18.49%) Solaris
5 12 (10.08%) Red Hat Enterprise Linux
6 10 (8.40%) AIX
7 6 (5.04%) HPUX
8 3 (2.52%) CentOS
8 3 (2.52%) OpenVMS
8 3 (2.52%) Windows Server 2012
9 2 (1.68%) VMS
9 2 (1.68%) Windows Server
9 2 (1.68%) zOS
10 1 (0.84%) Android
10 1 (0.84%) Apple iOS
10 1 (0.84%) Debian
10 1 (0.84%) Mac OS X
10 1 (0.84%) Windows 10
10 1 (0.84%) Windows 7
10 1 (0.84%) Windows Server 2008
Processes & Methodologies
1 49 (41.18%) Agile Software Development
2 24 (20.17%) ETL
3 22 (18.49%) Software Engineering
4 17 (14.29%) High Availability
5 13 (10.92%) Data Modelling
6 12 (10.08%) Analytics
7 11 (9.24%) Continuous Integration
7 11 (9.24%) Data Architecture
7 11 (9.24%) Data Governance
7 11 (9.24%) Kanban
7 11 (9.24%) Logical Data Model
7 11 (9.24%) Open Source
7 11 (9.24%) Performance Tuning
7 11 (9.24%) Physical Data Model
7 11 (9.24%) Scrum
8 10 (8.40%) DevOps
9 9 (7.56%) Project Management
9 9 (7.56%) SDLC
10 8 (6.72%) Configuration Management
10 8 (6.72%) Integration Testing
Programming Languages
1 51 (42.86%) SQL
2 50 (42.02%) Python
3 49 (41.18%) Java
4 31 (26.05%) Shell Script
5 20 (16.81%) PL/SQL
6 17 (14.29%) C++
7 16 (13.45%) Bash Shell
8 15 (12.61%) C#
8 15 (12.61%) Ruby
9 13 (10.92%) JavaScript
9 13 (10.92%) PowerShell
10 11 (9.24%) VBScript
11 9 (7.56%) Korn
12 5 (4.20%) PHP
13 4 (3.36%) C
13 4 (3.36%) COBOL
14 2 (1.68%) Assembly Language
14 2 (1.68%) JCL
14 2 (1.68%) REXX
14 2 (1.68%) VB
Qualifications
1 13 (10.92%) Degree
2 5 (4.20%) SC Cleared
2 5 (4.20%) Security Cleared
3 2 (1.68%) VMware Certified Professional (VCP)
4 1 (0.84%) CISSP
4 1 (0.84%) EnCE
4 1 (0.84%) GIAC
4 1 (0.84%) NCDA
4 1 (0.84%) NCIE
4 1 (0.84%) VCAP
Quality Assurance & Compliance
1 4 (3.36%) Data Quality
2 2 (1.68%) QA
System Software
1 14 (11.76%) VMware Infrastructure
2 9 (7.56%) Active Directory
2 9 (7.56%) Docker
3 7 (5.88%) Sendmail
4 5 (4.20%) NFS
4 5 (4.20%) Samba
5 4 (3.36%) Apache Flume
5 4 (3.36%) VMware ESXi
6 3 (2.52%) Veritas Cluster Server
6 3 (2.52%) Veritas File System
6 3 (2.52%) Veritas Volume Manager
6 3 (2.52%) vSphere
7 2 (1.68%) Job Entry Subsystem
7 2 (1.68%) RACF
7 2 (1.68%) Time Sharing Option
8 1 (0.84%) vCloud
8 1 (0.84%) VMware Server
Systems Management
1 6 (5.04%) Ansible
1 6 (5.04%) NetBackup
1 6 (5.04%) Opscode Chef
1 6 (5.04%) Puppet
2 5 (4.20%) Kubernetes
2 5 (4.20%) Mesos
3 4 (3.36%) Veritas Storage Foundation
4 2 (1.68%) Capistrano
4 2 (1.68%) Norton AntiVirus
4 2 (1.68%) Terraform
4 2 (1.68%) Thomson Reuters DACS
4 2 (1.68%) yum
4 2 (1.68%) zSecure
5 1 (0.84%) SCCM
5 1 (0.84%) vRealize
Vendors
1 50 (42.02%) Oracle
2 24 (20.17%) Informatica
3 21 (17.65%) Sybase
4 14 (11.76%) VMware
5 11 (9.24%) Sun
6 9 (7.56%) Cloudera
6 9 (7.56%) IBM
6 9 (7.56%) Microsoft
6 9 (7.56%) Red Hat
7 6 (5.04%) HP
7 6 (5.04%) Veritas
8 4 (3.36%) Ab Initio
8 4 (3.36%) Splunk
9 3 (2.52%) CA
9 3 (2.52%) Perforce
9 3 (2.52%) Tableau
9 3 (2.52%) Talend
10 2 (1.68%) Solace
10 2 (1.68%) Symantec
11 1 (0.84%) RapidMiner
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