The table below looks at the statistics for Perl skills in IT jobs advertised for the Edinburgh 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 83 59 60
Rank change year-on-year
-24 +1
Permanent jobs citing Perl 11 51 49
As % of all permanent IT jobs located in Edinburgh 1.01% 3.52% 3.32%
As % of the Programming Languages category 1.82% 8.35% 6.42%
Number of salaries quoted 8 40 35
Median salary £50,000 £47,500 £36,000
Median salary % change year-on-year
+5.26% +31.94%
90% offered a salary of more than £31,800 £26,000 £24,969
10% offered a salary of more than £50,450 £71,250 £46,000
UK excluding London median salary £47,500 £45,000 £42,500
% change year-on-year
+5.55% +5.88%
Perl
Scotland

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

Programming Languages Category
Edinburgh
Permanent IT job ads with a match in the
Programming Languages category
604 611 763
As % of all permanent IT jobs located in Edinburgh 55.21% 42.14% 51.76%
Number of salaries quoted 387 405 553
Median salary £42,500 £42,500 £40,000
Median salary % change year-on-year
- +6.25%
90% offered a salary of more than £30,000 £29,000 £28,000
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 Edinburgh

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

Perl Jobs Demand Trend in Edinburgh

Perl
Salary Trend in Edinburgh

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

Perl Salary Trend in Edinburgh

Perl
Salary Histogram in Edinburgh

This chart provides a salary histogram for IT jobs citing Perl across the Edinburgh region over the 3 months to 7 December 2016.

Perl Salary Histogram in Edinburgh

Perl
Top 30 Related IT Skills in Edinburgh

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 Edinburgh region with a requirement for Perl.

1 28 (71.79%) Oracle
2 22 (56.41%) Agile Software Development
3 21 (53.85%) Linux
4 20 (51.28%) Data Warehouse
4 20 (51.28%) SQL
4 20 (51.28%) ETL
4 20 (51.28%) Informatica
4 20 (51.28%) Hadoop
4 20 (51.28%) Apache Hive
4 20 (51.28%) HBase
5 19 (48.72%) Finance
6 18 (46.15%) Shell Script
6 18 (46.15%) PL/SQL
7 13 (33.33%) Big Data
8 12 (30.77%) Unix
9 11 (28.21%) Data Modelling
9 11 (28.21%) OLAP
9 11 (28.21%) Telecoms
9 11 (28.21%) Games
9 11 (28.21%) Scrum
9 11 (28.21%) Retail
9 11 (28.21%) SaaS
9 11 (28.21%) Software Engineering
9 11 (28.21%) Oracle OLAP
9 11 (28.21%) Kanban
9 11 (28.21%) Data Architecture
9 11 (28.21%) REST
9 11 (28.21%) Data Governance
9 11 (28.21%) Logical Data Model
9 11 (28.21%) Physical Data Model

Perl
Top Related IT Skills in Edinburgh 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 5 (12.82%) Tomcat
2 4 (10.26%) Apache
2 4 (10.26%) JBoss
3 1 (2.56%) CICS
3 1 (2.56%) IIS
3 1 (2.56%) MQSeries
3 1 (2.56%) OpenStack
3 1 (2.56%) SAS
Applications
1 1 (2.56%) MS Excel
1 1 (2.56%) MS Office
1 1 (2.56%) MS PowerPoint
1 1 (2.56%) MS Visio
1 1 (2.56%) Spreadsheet
Business Applications
1 1 (2.56%) Teamcenter
Cloud Services
1 11 (28.21%) SaaS
2 2 (5.13%) Amazon AWS
3 1 (2.56%) G Suite
3 1 (2.56%) IaaS
Communications & Networking
1 6 (15.38%) LDAP
2 1 (2.56%) DHCP
2 1 (2.56%) DNS
2 1 (2.56%) Kerberos
2 1 (2.56%) NAS
2 1 (2.56%) Network Security
2 1 (2.56%) SAN
2 1 (2.56%) SSH
2 1 (2.56%) SSL
Database & Business Intelligence
1 20 (51.28%) Apache Hive
1 20 (51.28%) Data Warehouse
1 20 (51.28%) Hadoop
1 20 (51.28%) HBase
2 13 (33.33%) Big Data
3 11 (28.21%) OLAP
3 11 (28.21%) Oracle OLAP
4 9 (23.08%) MongoDB
4 9 (23.08%) Oracle Reports
4 9 (23.08%) PowerCenter
5 6 (15.38%) Oracle Database
6 5 (12.82%) Oracle Database 12c
6 5 (12.82%) Oracle ODI
7 1 (2.56%) DB2
7 1 (2.56%) MySQL
7 1 (2.56%) SQL Server
Development Applications
1 2 (5.13%) GCC
1 2 (5.13%) Jenkins
1 2 (5.13%) Maven
2 1 (2.56%) PowerBuilder
2 1 (2.56%) Vagrant
General
1 19 (48.72%) Finance
2 11 (28.21%) Games
2 11 (28.21%) Retail
2 11 (28.21%) Telecoms
3 5 (12.82%) Banking
Job Titles
1 12 (30.77%) Architect
2 11 (28.21%) Data Architect
3 9 (23.08%) Data Engineer
4 8 (20.51%) Developer
5 5 (12.82%) Oracle Developer
6 4 (10.26%) Hadoop Architect
7 3 (7.69%) Java Developer
7 3 (7.69%) Java Software Developer
7 3 (7.69%) Software Developer
8 2 (5.13%) Lead Developer
8 2 (5.13%) Lead Java Developer
8 2 (5.13%) Lead Software Developer
8 2 (5.13%) Linux Engineer
9 1 (2.56%) Applications Specialist
9 1 (2.56%) C# Developer
9 1 (2.56%) DBA
9 1 (2.56%) Oracle DBA
9 1 (2.56%) Solutions Architect
9 1 (2.56%) Support Engineer
9 1 (2.56%) Support Technician
Libraries, Frameworks & Software Standards
1 11 (28.21%) REST
2 5 (12.82%) Oracle GoldenGate
3 2 (5.13%) Hibernate
3 2 (5.13%) Node.js
3 2 (5.13%) Spring
4 1 (2.56%) .NET
4 1 (2.56%) HTML
4 1 (2.56%) ISPF
4 1 (2.56%) LAMP
4 1 (2.56%) Middleware
Miscellaneous
1 5 (12.82%) Replication
2 2 (5.13%) Blockchain
3 1 (2.56%) Computer Science
3 1 (2.56%) Data Centre
3 1 (2.56%) Mainframe
3 1 (2.56%) Mathematics
3 1 (2.56%) PKI
Operating Systems
1 21 (53.85%) Linux
2 12 (30.77%) Unix
3 8 (20.51%) Red Hat Enterprise Linux
4 5 (12.82%) Solaris
4 5 (12.82%) Windows
5 3 (7.69%) CentOS
6 2 (5.13%) VMS
6 2 (5.13%) Windows Server 2012
7 1 (2.56%) Android
7 1 (2.56%) Apple iOS
7 1 (2.56%) Debian
7 1 (2.56%) Windows Server
7 1 (2.56%) zOS
Processes & Methodologies
1 22 (56.41%) Agile Software Development
2 20 (51.28%) ETL
3 11 (28.21%) Data Architecture
3 11 (28.21%) Data Governance
3 11 (28.21%) Data Modelling
3 11 (28.21%) Kanban
3 11 (28.21%) Logical Data Model
3 11 (28.21%) Physical Data Model
3 11 (28.21%) Scrum
3 11 (28.21%) Software Engineering
4 10 (25.64%) High Availability
5 6 (15.38%) Patch Management
6 3 (7.69%) Virtual Environments
7 2 (5.13%) Analytics
7 2 (5.13%) Build Automation
7 2 (5.13%) Configuration Management
7 2 (5.13%) Data Analytics
7 2 (5.13%) DevOps
7 2 (5.13%) Performance Tuning
7 2 (5.13%) Service Delivery
Programming Languages
1 20 (51.28%) SQL
2 18 (46.15%) PL/SQL
2 18 (46.15%) Shell Script
3 9 (23.08%) Java
4 7 (17.95%) Python
5 6 (15.38%) Bash Shell
6 4 (10.26%) JavaScript
6 4 (10.26%) Ruby
7 2 (5.13%) C++
7 2 (5.13%) Korn
7 2 (5.13%) PowerShell
8 1 (2.56%) Assembly Language
8 1 (2.56%) AWK
8 1 (2.56%) Bourne shell
8 1 (2.56%) C#
8 1 (2.56%) JCL
8 1 (2.56%) PHP
8 1 (2.56%) REXX
8 1 (2.56%) VB
8 1 (2.56%) VBScript
Qualifications
1 2 (5.13%) Degree
1 2 (5.13%) VMware Certified Professional (VCP)
2 1 (2.56%) NCDA
2 1 (2.56%) NCIE
2 1 (2.56%) VCAP
System Software
1 7 (17.95%) VMware Infrastructure
2 5 (12.82%) NFS
2 5 (12.82%) Samba
3 3 (7.69%) vSphere
4 1 (2.56%) Active Directory
4 1 (2.56%) Job Entry Subsystem
4 1 (2.56%) RACF
4 1 (2.56%) Time Sharing Option
4 1 (2.56%) vCloud
4 1 (2.56%) VMware Server
Systems Management
1 2 (5.13%) Capistrano
1 2 (5.13%) Terraform
1 2 (5.13%) yum
2 1 (2.56%) Ansible
2 1 (2.56%) Opscode Chef
2 1 (2.56%) Puppet
2 1 (2.56%) vRealize
2 1 (2.56%) zSecure
Vendors
1 28 (71.79%) Oracle
2 20 (51.28%) Informatica
3 9 (23.08%) Cloudera
4 7 (17.95%) VMware
5 6 (15.38%) Red Hat
6 2 (5.13%) CA
6 2 (5.13%) Perforce
7 1 (2.56%) Google
7 1 (2.56%) IBM
7 1 (2.56%) NetApp
7 1 (2.56%) Sybase
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