Period
to 15 February 2019

The following table provides summary statistics for permanent job vacancies advertised in Leeds with a requirement for Unix skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Unix over the 6 months to 15 February 2019 with a comparison to the same period in the previous 2 years.

Unix
6 months to
15 Feb 2019
Same period 2018 Same period 2017
Rank 86 99 66
Rank change year-on-year +13 -33 -11
Permanent jobs citing Unix 98 121 216
As % of all permanent IT jobs advertised in Leeds 3.06% 2.45% 4.06%
As % of the Operating Systems category 15.56% 14.37% 19.29%
Number of salaries quoted 95 107 175
Leeds median annual salary £52,500 £50,000 £45,500
Median salary % change year-on-year +5.00% +9.89% +7.06%
10th Percentile £31,250 £30,350 £32,200
90th Percentile £63,750 £62,150 £70,000
West Yorkshire median annual salary £49,337 £40,000 £45,000
% change year-on-year +23.34% -11.11% +4.65%

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

All Operating Systems
Leeds
Permanent vacancies with a requirement for operating system skills 630 842 1,120
As % of all permanent IT jobs advertised in Leeds 19.64% 17.04% 21.07%
Number of salaries quoted 543 746 926
Leeds median annual salary £42,500 £40,000 £37,500
Median salary % change year-on-year +6.25% +6.67% -6.25%
10th Percentile £22,750 £26,000 £21,250
90th Percentile £61,250 £60,000 £60,000
West Yorkshire median annual salary £40,000 £39,750 £37,500
% change year-on-year +0.63% +6.00% -6.25%

Unix
Job Vacancy Trend in Leeds

Job postings citing Unix as a percentage of all IT jobs advertised in Leeds.

Job vacancy trend for Unix in Leeds

Unix
Salary Trend in Leeds

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

Salary trend for Unix in Leeds

Unix
Salary Histogram in Leeds

The salary distribution of IT jobs citing Unix in Leeds over the 6 months to 15 February 2019.

Salary histogram for Unix in Leeds

For the 6 months to 15 February 2019, IT jobs citing Unix also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Leeds region with a requirement for Unix.

1 64 (65.31%) Linux
2 50 (51.02%) Oracle
3 48 (48.98%) SQL
3 48 (48.98%) Python
3 48 (48.98%) DevOps
4 44 (44.90%) Agile Software Development
5 40 (40.82%) Amazon AWS
6 37 (37.76%) Microsoft Azure
7 31 (31.63%) VMware
8 30 (30.61%) Puppet
9 29 (29.59%) Problem-Solving
10 28 (28.57%) Bash Shell
10 28 (28.57%) Opscode Chef
10 28 (28.57%) Configuration Management
11 26 (26.53%) Shell Script
11 26 (26.53%) Continuous Integration
12 25 (25.51%) Coaching
13 24 (24.49%) Mentoring
14 22 (22.45%) Ruby
14 22 (22.45%) Windows
14 22 (22.45%) ITIL
15 21 (21.43%) Java
15 21 (21.43%) Finance
16 20 (20.41%) Data Analysis
16 20 (20.41%) Cobbler
17 18 (18.37%) Scrum
17 18 (18.37%) DSDM
18 17 (17.35%) SQL Server
18 17 (17.35%) ETL
18 17 (17.35%) Big Data

Unix
Co-occurring IT Skills in Leeds 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 17 (17.35%) Apache Spark
2 8 (8.16%) IIS
3 5 (5.10%) CloudStack
3 5 (5.10%) Exchange Server 2007
3 5 (5.10%) MS Exchange
3 5 (5.10%) OpenStack
3 5 (5.10%) Oracle Application Server
3 5 (5.10%) SharePoint
3 5 (5.10%) Skype for Business
4 3 (3.06%) JBoss
5 2 (2.04%) Apache
5 2 (2.04%) Confluence
5 2 (2.04%) Tomcat
6 1 (1.02%) Elasticsearch
6 1 (1.02%) nginx
6 1 (1.02%) Oracle Workflow
6 1 (1.02%) WebLogic
6 1 (1.02%) WebSphere
Applications
1 4 (4.08%) Microsoft Excel
Business Applications
1 6 (6.12%) Remedy ITSM
Cloud Services
1 40 (40.82%) Amazon AWS
2 37 (37.76%) Microsoft Azure
3 16 (16.33%) GitHub
4 13 (13.27%) PaaS
5 9 (9.18%) IaaS
6 7 (7.14%) SaaS
7 6 (6.12%) Google Cloud Platform
8 4 (4.08%) DigitalOcean
8 4 (4.08%) Office 365
9 2 (2.04%) Akamai
Communications & Networking
1 13 (13.27%) DNS
2 9 (9.18%) LAN
3 8 (8.16%) DHCP
4 7 (7.14%) Firewall
5 5 (5.10%) SMTP
6 4 (4.08%) Cisco IOS
6 4 (4.08%) WAN
6 4 (4.08%) Wi-Fi
7 2 (2.04%) BGP
7 2 (2.04%) EIGRP
7 2 (2.04%) OSPF
7 2 (2.04%) SAN
7 2 (2.04%) TCP/IP
8 1 (1.02%) Network Security
8 1 (1.02%) VoIP
Database & Business Intelligence
1 17 (17.35%) Apache Hive
1 17 (17.35%) Big Data
1 17 (17.35%) SQL Server
2 16 (16.33%) Spark SQL
3 15 (15.31%) Hadoop
3 15 (15.31%) NoSQL
4 14 (14.29%) Apache Cassandra
4 14 (14.29%) HBase
4 14 (14.29%) MongoDB
4 14 (14.29%) Sqoop
5 6 (6.12%) Data Lake
6 5 (5.10%) Amazon RDS
6 5 (5.10%) SQL Server 2008
6 5 (5.10%) SQL Server Integration Services
7 4 (4.08%) MySQL
7 4 (4.08%) Relational Database
8 1 (1.02%) Data Warehouse
8 1 (1.02%) GIS
8 1 (1.02%) Oracle Reports
8 1 (1.02%) PostgreSQL
Development Applications
1 12 (12.24%) Jenkins
2 9 (9.18%) TeamCity
3 6 (6.12%) CircleCI
3 6 (6.12%) Codeship
4 3 (3.06%) Git (software)
5 2 (2.04%) JIRA
6 1 (1.02%) Atlassian Bamboo
6 1 (1.02%) Mercurial
6 1 (1.02%) Subversion
General
1 21 (21.43%) Finance
2 8 (8.16%) Telecoms
3 5 (5.10%) Legal
4 4 (4.08%) Marketing
5 2 (2.04%) Retail
Job Titles
1 33 (33.67%) DevOps Engineer
2 30 (30.61%) Linux DevOps Engineer
2 30 (30.61%) Linux Engineer
2 30 (30.61%) Linux/Unix DevOps
3 23 (23.47%) AWS Engineer
4 22 (22.45%) AWS DevOps
4 22 (22.45%) AWS DevOps Engineer
5 20 (20.41%) Cloud Engineer
6 19 (19.39%) Platform Engineer
7 14 (14.29%) Big Data Engineer
7 14 (14.29%) Data Engineer
8 10 (10.20%) Developer
9 9 (9.18%) Python Engineer
10 8 (8.16%) Unix Engineer
11 7 (7.14%) Analyst
12 6 (6.12%) IT Analyst
12 6 (6.12%) Kubernetes Engineer
12 6 (6.12%) Senior Data Engineer
12 6 (6.12%) Senior Developer
13 5 (5.10%) Support Analyst
Libraries, Frameworks & Software Standards
1 16 (16.33%) Spark Streaming
2 8 (8.16%) Kafka
3 6 (6.12%) J2EE
4 5 (5.10%) .NET
5 4 (4.08%) LDAP
6 1 (1.02%) CSS
6 1 (1.02%) RabbitMQ
6 1 (1.02%) Web Services
Miscellaneous
1 12 (12.24%) Data Centre
2 9 (9.18%) Analytical Skills
3 8 (8.16%) Management Information System
4 6 (6.12%) Public Cloud
5 4 (4.08%) Data Structures
5 4 (4.08%) Replication
5 4 (4.08%) Self-Motivation
6 2 (2.04%) Security Operations Centre
7 1 (1.02%) Robotics
Operating Systems
1 64 (65.31%) Linux
2 22 (22.45%) Windows
3 12 (12.24%) Solaris
4 11 (11.22%) Windows Server
5 6 (6.12%) Android
5 6 (6.12%) Red Hat Enterprise Linux
6 5 (5.10%) Windows Server 2012
7 4 (4.08%) Mac OS
8 2 (2.04%) Apple iOS
8 2 (2.04%) Windows Server 2003
8 2 (2.04%) Windows Server 2008
Processes & Methodologies
1 48 (48.98%) DevOps
2 44 (44.90%) Agile Software Development
3 29 (29.59%) Problem-Solving
4 28 (28.57%) Configuration Management
5 26 (26.53%) Continuous Integration
6 25 (25.51%) Coaching
7 24 (24.49%) Mentoring
8 22 (22.45%) ITIL
9 20 (20.41%) Data Analysis
10 18 (18.37%) DSDM
10 18 (18.37%) Scrum
11 17 (17.35%) Deployment Automation
11 17 (17.35%) ETL
12 16 (16.33%) RUP
13 15 (15.31%) Analytics
13 15 (15.31%) Open Source
14 14 (14.29%) Data Reconciliation
14 14 (14.29%) Data Transformation
14 14 (14.29%) Machine Learning
14 14 (14.29%) Use Case
Programming Languages
1 48 (48.98%) Python
1 48 (48.98%) SQL
2 28 (28.57%) Bash Shell
3 26 (26.53%) Shell Script
4 22 (22.45%) Ruby
5 21 (21.43%) Java
6 16 (16.33%) Scala
7 8 (8.16%) Perl
8 5 (5.10%) JavaScript
9 4 (4.08%) PL/SQL
9 4 (4.08%) VBA
10 2 (2.04%) PHP
10 2 (2.04%) PowerShell
11 1 (1.02%) T-SQL
Qualifications
1 12 (12.24%) Security Cleared
2 10 (10.20%) SC Cleared
3 8 (8.16%) ITIL Certification
4 5 (5.10%) OCP
4 5 (5.10%) Oracle Certification
4 5 (5.10%) RHCE
5 4 (4.08%) CCNA
5 4 (4.08%) Cisco Certification
5 4 (4.08%) PRINCE2 Certification
6 3 (3.06%) CISSP
6 3 (3.06%) Degree
7 2 (2.04%) CEH
7 2 (2.04%) ECSA
7 2 (2.04%) GCIA
7 2 (2.04%) GCIH
7 2 (2.04%) GIAC
7 2 (2.04%) GSEC
8 1 (1.02%) CISMP
8 1 (1.02%) Computer Science Degree
Quality Assurance & Compliance
1 7 (7.14%) QA
2 1 (1.02%) Sarbanes-Oxley
2 1 (1.02%) SLA
System Software
1 14 (14.29%) Active Directory
1 14 (14.29%) Apache Flume
1 14 (14.29%) HDFS
2 12 (12.24%) Docker
3 10 (10.20%) vSphere
4 5 (5.10%) Hyper-V
4 5 (5.10%) Postfix
5 2 (2.04%) VMware Infrastructure
5 2 (2.04%) Xen
5 2 (2.04%) XenServer
Systems Management
1 30 (30.61%) Puppet
2 28 (28.57%) Opscode Chef
3 20 (20.41%) Cobbler
4 16 (16.33%) Oozie
4 16 (16.33%) Tivoli
5 14 (14.29%) Ansible
6 10 (10.20%) Kubernetes
7 6 (6.12%) CFEngine
8 3 (3.06%) Terraform
9 2 (2.04%) Cacti
9 2 (2.04%) Munin
9 2 (2.04%) Salt
9 2 (2.04%) ZABBIX
10 1 (1.02%) Oracle Identity Manager
Vendors
1 50 (51.02%) Oracle
2 31 (31.63%) VMware
3 16 (16.33%) EnterpriseDB
3 16 (16.33%) Hortonworks
4 14 (14.29%) Cloudera
5 12 (12.24%) Microsoft
6 10 (10.20%) Cisco
7 8 (8.16%) Atlassian
7 8 (8.16%) Red Hat
8 6 (6.12%) BMC
8 6 (6.12%) Google
8 6 (6.12%) Remedy
9 5 (5.10%) Avaya
9 5 (5.10%) Infoblox
10 4 (4.08%) Apple
10 4 (4.08%) Meraki
10 4 (4.08%) Sybase
11 3 (3.06%) CheckPoint
11 3 (3.06%) Fortinet
12 2 (2.04%) Barracuda Networks