The following table provides summary statistics for permanent job vacancies advertised in Glasgow with a requirement for Unix skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Unix over the 3 months to 24 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
24 Mar 2017
Same period 2016 Same period 2015
Unix
Scotland / Glasgow
Rank 31 31 31
Rank change year-on-year 0 0  
Permanent jobs citing Unix 66 102 83
As % of all permanent IT jobs advertised in Glasgow 7.05% 7.83% 7.31%
As % of the Operating Systems category 37.93% 32.48% 35.47%
Number of salaries quoted 23 44 48
Median salary £45,500 £46,375 £43,500
Median salary % change year-on-year -1.88% +6.60%  
90% offered a salary of more than £32,500 £33,600 £31,750
10% offered a salary of more than £50,000 £70,000 £57,000
UK excluding London median salary £45,000 £43,000 £42,500
% change year-on-year +4.65% +1.17%  

Unix is in the operating system skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Glasgow with a requirement for operating system skills.

Operating System Skills
Glasgow
Permanent job vacancies with a requirement for operating system skills 174 314 234
As % of all permanent IT job vacancies advertised in Glasgow 18.59% 24.12% 20.60%
Number of salaries quoted 85 172 148
Median salary £41,500 £38,500 £38,500
Median salary % change year-on-year +7.79% -  
90% offered a salary of more than £31,500 £32,000 £23,000
10% offered a salary of more than £50,000 £55,000 £52,500
UK excluding London median salary £37,500 £37,500 £37,500

Unix
Job Vacancy Trend in Glasgow

The job posting trend of jobs advertised in Glasgow citing Unix as a proportion of all permanent or contract IT jobs with a match in the Operating Systems category.

Job vacancy trend for Unix in Glasgow

Unix
Salary Trend in Glasgow

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Unix in Glasgow.

Salary trend for Unix in Glasgow

Unix
Salary Histogram in Glasgow

The salary distribution of IT jobs citing Unix in Glasgow over the 3 months to 24 March 2017.

Salary histogram for Unix in Glasgow

Unix
Top 30 Related IT Skills in Glasgow

For the 6 months to 24 March 2017, IT jobs citing Unix 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 Glasgow region with a requirement for Unix.

1 64 (54.24%) SQL
2 59 (50.00%) Relational Database
3 57 (48.31%) Java
4 55 (46.61%) Finance
5 41 (34.75%) Agile Software Development
6 37 (31.36%) Linux
7 36 (30.51%) Spring
8 33 (27.97%) Oracle
9 29 (24.58%) XML
9 29 (24.58%) Windows
9 29 (24.58%) Shell Script
9 29 (24.58%) Banking
10 28 (23.73%) RDBMS
11 27 (22.88%) DB2
12 26 (22.03%) Oracle Database
13 24 (20.34%) OO
14 23 (19.49%) SOAP
15 21 (17.80%) PL/SQL
15 21 (17.80%) Data Warehouse
16 19 (16.10%) OOA/OOD
16 19 (16.10%) JSON
16 19 (16.10%) Oracle Database 11g
16 19 (16.10%) Git (software)
17 17 (14.41%) Multithreading
17 17 (14.41%) Scrum
17 17 (14.41%) Microservices
18 16 (13.56%) Jenkins
18 16 (13.56%) MicroStrategy
19 15 (12.71%) Oracle Database 10g
19 15 (12.71%) JMS

Unix
Top Related 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 8 (6.78%) SAS
2 7 (5.93%) Cloud Foundry
3 5 (4.24%) Apache Pig
3 5 (4.24%) Apache Spark
3 5 (4.24%) MQSeries
3 5 (4.24%) WebSphere
4 4 (3.39%) GemFire
4 4 (3.39%) WebSphere Application Server
5 2 (1.69%) CICS
5 2 (1.69%) NetWeaver
5 2 (1.69%) Oracle Workflow
5 2 (1.69%) Tomcat
6 1 (0.85%) Elasticsearch
6 1 (0.85%) IBM HTTP Server
6 1 (0.85%) OpenStack
6 1 (0.85%) Oracle SOA Suite
6 1 (0.85%) WebSphere Portal
Applications
1 7 (5.93%) MS Excel
2 5 (4.24%) MS Office
3 2 (1.69%) MS PowerPoint
3 2 (1.69%) MS Visio
Cloud Services
1 13 (11.02%) Amazon AWS
2 7 (5.93%) Microsoft Azure
3 5 (4.24%) Amazon CloudWatch
3 5 (4.24%) Amazon EC2
3 5 (4.24%) Amazon S3
3 5 (4.24%) IaaS
3 5 (4.24%) PaaS
4 3 (2.54%) GitHub
5 1 (0.85%) SaaS
Communications & Networking
1 14 (11.86%) Firewall
2 6 (5.08%) Network Security
3 4 (3.39%) SAN
4 3 (2.54%) SSL
5 2 (1.69%) DNS
5 2 (1.69%) Internet
5 2 (1.69%) Kerberos
5 2 (1.69%) LDAP
5 2 (1.69%) SSH
5 2 (1.69%) TCP/IP
6 1 (0.85%) HTTP
6 1 (0.85%) HTTPS
Database & Business Intelligence
1 59 (50.00%) Relational Database
2 28 (23.73%) RDBMS
3 27 (22.88%) DB2
4 26 (22.03%) Oracle Database
5 21 (17.80%) Data Warehouse
6 19 (16.10%) Oracle Database 11g
7 15 (12.71%) Oracle Database 10g
8 14 (11.86%) Oracle9i Database
9 13 (11.02%) Oracle8/8i Database
10 6 (5.08%) Big Data
11 5 (4.24%) Apache Hive
11 5 (4.24%) Flink
11 5 (4.24%) Hadoop
12 4 (3.39%) InterSystems Cache
12 4 (3.39%) KDB
12 4 (3.39%) Kdb+
13 3 (2.54%) BusinessObjects
13 3 (2.54%) Data Mart
13 3 (2.54%) MySQL
13 3 (2.54%) Oracle BI EE
Development Applications
1 19 (16.10%) Git (software)
2 16 (13.56%) Jenkins
3 13 (11.02%) PVCS
3 13 (11.02%) Talend Open Studio
4 12 (10.17%) Maven
5 11 (9.32%) Ant
5 11 (9.32%) Hudson
6 8 (6.78%) JUnit
7 7 (5.93%) Gradle
7 7 (5.93%) Subversion
8 5 (4.24%) Concordion
8 5 (4.24%) JBehave
9 2 (1.69%) TeamCity
10 1 (0.85%) ClearCase
10 1 (0.85%) Eclipse
10 1 (0.85%) Mockito
General
1 55 (46.61%) Finance
2 29 (24.58%) Banking
3 6 (5.08%) Investment Banking
4 4 (3.39%) Back Office
4 4 (3.39%) General Ledger
5 3 (2.54%) Legal
6 1 (0.85%) Front Office
6 1 (0.85%) Manufacturing
6 1 (0.85%) Retail
6 1 (0.85%) Telecoms
Job Titles
1 55 (46.61%) Developer
2 33 (27.97%) Java Developer
3 29 (24.58%) Senior Developer
4 17 (14.41%) Oracle Developer
5 15 (12.71%) Analyst
6 13 (11.02%) Senior Oracle Developer
7 12 (10.17%) Security Analyst
7 12 (10.17%) Senior Java Developer
8 8 (6.78%) Security Engineer
9 6 (5.08%) IT Analyst
9 6 (5.08%) IT Security Analyst
10 5 (4.24%) Lead Developer
11 4 (3.39%) Infrastructure Manager
11 4 (3.39%) Infrastructure Project Manager
11 4 (3.39%) Java Engineer
11 4 (3.39%) Lead Java Developer
11 4 (3.39%) Project Manager
11 4 (3.39%) Technical Leader
12 3 (2.54%) Oracle DBA
12 3 (2.54%) Senior Analyst
Libraries, Frameworks & Software Standards
1 36 (30.51%) Spring
2 29 (24.58%) XML
3 23 (19.49%) SOAP
4 19 (16.10%) JSON
5 15 (12.71%) JMS
6 12 (10.17%) Hibernate
6 12 (10.17%) Protocol Buffers
7 8 (6.78%) J2EE
8 6 (5.08%) Elastic Stack
8 6 (5.08%) Middleware
8 6 (5.08%) REST
9 5 (4.24%) ISPF
9 5 (4.24%) Java EE
9 5 (4.24%) Kafka
9 5 (4.24%) NumPy
9 5 (4.24%) SciPy
9 5 (4.24%) Servlets
9 5 (4.24%) Web Services
10 2 (1.69%) JDBC
10 2 (1.69%) WebSphere MQ
Miscellaneous
1 12 (10.17%) Analytical Skills
2 8 (6.78%) Derivative
3 7 (5.93%) OTC Derivatives
4 6 (5.08%) Computer Science
4 6 (5.08%) Data Structures
4 6 (5.08%) Mainframe
4 6 (5.08%) Reference Data
5 5 (4.24%) Enterprise Software
5 5 (4.24%) Hybrid Cloud
5 5 (4.24%) Management Information System
5 5 (4.24%) PKI
5 5 (4.24%) User Experience
6 4 (3.39%) Fixed Income
6 4 (3.39%) Public Cloud
7 1 (0.85%) AS400
7 1 (0.85%) Data Centre
7 1 (0.85%) DataPower
7 1 (0.85%) Equity Derivative
7 1 (0.85%) IBM Mainframe
7 1 (0.85%) iSeries
Operating Systems
1 37 (31.36%) Linux
2 29 (24.58%) Windows
3 10 (8.47%) AIX
4 7 (5.93%) Solaris
5 6 (5.08%) Red Hat Enterprise Linux
6 5 (4.24%) zOS
7 4 (3.39%) Mac OS X
8 2 (1.69%) Apple iOS
8 2 (1.69%) Windows Server
8 2 (1.69%) Windows Server 2003
8 2 (1.69%) Windows Server 2008
8 2 (1.69%) Windows Server 2012
9 1 (0.85%) HPUX
Processes & Methodologies
1 41 (34.75%) Agile Software Development
2 24 (20.34%) OO
3 19 (16.10%) OOA/OOD
4 17 (14.41%) Microservices
4 17 (14.41%) Multithreading
4 17 (14.41%) Scrum
5 15 (12.71%) Data Modelling
5 15 (12.71%) Performance Tuning
6 13 (11.02%) Continuous Integration
6 13 (11.02%) ETL
6 13 (11.02%) Infrastructure Management
6 13 (11.02%) Software Engineering
7 12 (10.17%) Domain-Driven Design
7 12 (10.17%) Stakeholder Management
8 10 (8.47%) Enterprise Architecture
8 10 (8.47%) Information Security
8 10 (8.47%) SOA
9 9 (7.63%) Continuous Improvement
9 9 (7.63%) TDD
9 9 (7.63%) Time Management
Programming Languages
1 64 (54.24%) SQL
2 57 (48.31%) Java
3 29 (24.58%) Shell Script
4 21 (17.80%) PL/SQL
5 15 (12.71%) Perl
6 6 (5.08%) Python
6 6 (5.08%) Ruby
7 5 (4.24%) Assembly Language
7 5 (4.24%) CLIST
7 5 (4.24%) JCL
7 5 (4.24%) PowerShell
7 5 (4.24%) REXX
8 3 (2.54%) JavaScript
9 2 (1.69%) C++
9 2 (1.69%) VB
9 2 (1.69%) VBScript
10 1 (0.85%) C
10 1 (0.85%) C#
10 1 (0.85%) Clojure
Qualifications
1 13 (11.02%) Security Cleared
2 9 (7.63%) Degree
3 2 (1.69%) HND
4 1 (0.85%) CCAB
4 1 (0.85%) CEH
4 1 (0.85%) CISA
4 1 (0.85%) CISSP
4 1 (0.85%) SANS
Quality Assurance & Compliance
1 7 (5.93%) MiFID
2 5 (4.24%) QA
3 2 (1.69%) Dodd-Frank
3 2 (1.69%) EMIR
System Software
1 10 (8.47%) Docker
2 5 (4.24%) Active Directory
2 5 (4.24%) Apache Flume
2 5 (4.24%) Job Entry Subsystem
2 5 (4.24%) Time Sharing Option
2 5 (4.24%) VMware Infrastructure
3 3 (2.54%) RHEV
4 2 (1.69%) Firmware
4 2 (1.69%) Hyper-V
4 2 (1.69%) RACF
4 2 (1.69%) VMware ESX
5 1 (0.85%) Ceph
Systems Management
1 5 (4.24%) Docker Swarm
1 5 (4.24%) Kubernetes
1 5 (4.24%) Mesos
2 2 (1.69%) EMC NetWorker
2 2 (1.69%) zSecure
3 1 (0.85%) Ansible
3 1 (0.85%) Kibana
3 1 (0.85%) logstash
3 1 (0.85%) Opscode Chef
3 1 (0.85%) Puppet
3 1 (0.85%) SCCM
Vendors
1 33 (27.97%) Oracle
2 16 (13.56%) MicroStrategy
3 13 (11.02%) IBM
3 13 (11.02%) Sybase
3 13 (11.02%) Talend
4 12 (10.17%) Cisco
5 11 (9.32%) CheckPoint
6 9 (7.63%) Sourcefire
7 8 (6.78%) Red Hat
8 7 (5.93%) Perforce
9 6 (5.08%) Microsoft
9 6 (5.08%) Splunk
10 5 (4.24%) CA
10 5 (4.24%) SAP
10 5 (4.24%) VMware
11 4 (3.39%) Google
12 3 (2.54%) Cognos
12 3 (2.54%) HP
12 3 (2.54%) Palo Alto
13 2 (1.69%) Twitter
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