Period
to 20 January 2019

The following table provides summary statistics for permanent job vacancies advertised in Reading 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 20 January 2019 with a comparison to the same period in the previous 2 years.

Unix
Berkshire > Reading
6 months to
20 Jan 2019
Same period 2018 Same period 2017
Rank 51 36 20
Rank change year-on-year -15 -16 +14
Permanent jobs citing Unix 109 165 290
As % of all permanent IT jobs advertised in Reading 5.57% 6.49% 9.55%
As % of the Operating Systems category 18.23% 20.97% 29.93%
Number of salaries quoted 91 121 168
Reading median annual salary £57,500 £46,500 £55,000
Median salary % change year-on-year +23.66% -15.45% +10.00%
10th Percentile £33,750 £33,375 £33,525
90th Percentile £77,500 £75,000 £70,000
Berkshire median annual salary £52,500 £45,000 £50,000
% change year-on-year +16.67% -10.00% -

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 Reading with a requirement for operating system skills.

All Operating Systems
Reading
Permanent vacancies with a requirement for operating system skills 598 787 969
As % of all permanent IT jobs advertised in Reading 30.54% 30.96% 31.91%
Number of salaries quoted 529 657 745
Reading median annual salary £50,000 £45,000 £47,500
Median salary % change year-on-year +11.11% -5.26% +5.56%
10th Percentile £26,750 £22,750 £23,500
90th Percentile £75,000 £73,950 £70,000
Berkshire median annual salary £50,000 £45,000 £46,500
% change year-on-year +11.11% -3.23% +1.09%

Unix
Job Vacancy Trend in Reading

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

Job vacancy trend for Unix in Reading

Unix
Salary Trend in Reading

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

Salary trend for Unix in Reading

Unix
Salary Histogram in Reading

The salary distribution of IT jobs citing Unix in Reading over the 6 months to 20 January 2019.

Salary histogram for Unix in Reading

For the 6 months to 20 January 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 Reading region with a requirement for Unix.

1 97 (88.99%) Linux
2 63 (57.80%) Java
3 56 (51.38%) Python
4 51 (46.79%) Relational Database
5 45 (41.28%) Oracle
6 41 (37.61%) RDBMS
7 40 (36.70%) Agile Software Development
8 38 (34.86%) Amazon AWS
8 38 (34.86%) NoSQL
9 37 (33.94%) Git (software)
10 36 (33.03%) SQL Server
10 36 (33.03%) Windows
11 35 (32.11%) JavaScript
11 35 (32.11%) Degree
11 35 (32.11%) Continuous Integration
12 30 (27.52%) Computer Science
13 28 (25.69%) Scrum
13 28 (25.69%) Spring
13 28 (25.69%) Software Engineering
14 24 (22.02%) Mathematics
14 24 (22.02%) MongoDB
15 22 (20.18%) Apache Cassandra
16 21 (19.27%) VMware
17 20 (18.35%) QA
17 20 (18.35%) Linux Command Line
18 19 (17.43%) DevOps
18 19 (17.43%) MySQL
19 18 (16.51%) SQL
19 18 (16.51%) XML
19 18 (16.51%) Multithreading

Unix
Co-occurring IT Skills in Reading 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 (7.34%) Apache
1 8 (7.34%) Apache Spark
2 7 (6.42%) Elasticsearch
3 5 (4.59%) IIS
3 5 (4.59%) SharePoint
4 4 (3.67%) Apache Pig
4 4 (3.67%) JBoss
4 4 (3.67%) Oracle Workflow
5 3 (2.75%) WebLogic
6 2 (1.83%) Cloud Foundry
6 2 (1.83%) CMS
6 2 (1.83%) EPiServer
6 2 (1.83%) nginx
6 2 (1.83%) Tomcat
6 2 (1.83%) Umbraco
6 2 (1.83%) WebLogic Portal
7 1 (0.92%) iPlanet
Applications
1 1 (0.92%) MS Visio
Business Applications
1 4 (3.67%) Dynamics CRM
1 4 (3.67%) Scribe Insight
2 1 (0.92%) Oracle 11i
2 1 (0.92%) Oracle Applications
2 1 (0.92%) Oracle EBS
2 1 (0.92%) Oracle EBS R12
Cloud Services
1 38 (34.86%) Amazon AWS
2 18 (16.51%) Microsoft Azure
3 12 (11.01%) GitHub
4 7 (6.42%) Amazon EC2
5 6 (5.50%) SaaS
6 5 (4.59%) Cloud Computing
7 4 (3.67%) Amazon EMR
7 4 (3.67%) Dynamics 365
7 4 (3.67%) Office 365
7 4 (3.67%) Scribe Online
8 3 (2.75%) Amazon CloudWatch
8 3 (2.75%) Amazon ELB
8 3 (2.75%) Amazon Glacier
8 3 (2.75%) Amazon S3
8 3 (2.75%) Google Cloud Platform
8 3 (2.75%) Virtual Private Cloud
9 2 (1.83%) G Suite
9 2 (1.83%) IaaS
9 2 (1.83%) IBM Cloud
9 2 (1.83%) PaaS
Communications & Networking
1 14 (12.84%) TCP/IP
2 11 (10.09%) DNS
2 11 (10.09%) SSH
3 10 (9.17%) HTTP
4 8 (7.34%) Firewall
5 6 (5.50%) SAN
6 5 (4.59%) DHCP
6 5 (4.59%) FCoE
7 4 (3.67%) LAN
7 4 (3.67%) NAS
7 4 (3.67%) Network Security
7 4 (3.67%) WAN
8 3 (2.75%) Fibre Channel
8 3 (2.75%) iSCSI
9 2 (1.83%) HTTPS
9 2 (1.83%) SNMP
9 2 (1.83%) SSL
10 1 (0.92%) FTP
10 1 (0.92%) Unified Communications
10 1 (0.92%) VPN
Database & Business Intelligence
1 51 (46.79%) Relational Database
2 41 (37.61%) RDBMS
3 38 (34.86%) NoSQL
4 36 (33.03%) SQL Server
5 24 (22.02%) MongoDB
6 22 (20.18%) Apache Cassandra
7 19 (17.43%) MySQL
8 18 (16.51%) Amazon DynamoDB
9 16 (14.68%) Big Data
10 14 (12.84%) CouchDB
11 8 (7.34%) Oracle Database
11 8 (7.34%) SQL Server Integration Services
12 7 (6.42%) Hadoop
13 6 (5.50%) HBase
14 5 (4.59%) Data Warehouse
15 4 (3.67%) Couchbase
15 4 (3.67%) QlikView
15 4 (3.67%) SQL Server Analysis Services
15 4 (3.67%) SQL Server Reporting Services
15 4 (3.67%) Sqoop
Development Applications
1 37 (33.94%) Git (software)
2 12 (11.01%) JIRA
3 10 (9.17%) Jenkins
3 10 (9.17%) Team Foundation Server
4 6 (5.50%) Subversion
5 4 (3.67%) Eclipse
5 4 (3.67%) Maven
5 4 (3.67%) Oracle Forms
6 3 (2.75%) Gradle
7 2 (1.83%) Ant
7 2 (1.83%) Grunt
7 2 (1.83%) gulp
7 2 (1.83%) Octopus Deploy
7 2 (1.83%) Redmine
7 2 (1.83%) Sonatype Nexus
7 2 (1.83%) TeamCity
7 2 (1.83%) Visual Studio
7 2 (1.83%) webpack
8 1 (0.92%) jMock
8 1 (0.92%) JUnit
General
1 17 (15.60%) Telecoms
2 14 (12.84%) Finance
3 9 (8.26%) Electronics
4 8 (7.34%) Manufacturing
4 8 (7.34%) Marketing
5 4 (3.67%) Back Office
6 3 (2.75%) Banking
7 1 (0.92%) Billing
7 1 (0.92%) Law
7 1 (0.92%) Legal
7 1 (0.92%) Military
7 1 (0.92%) Retail
Job Titles
1 63 (57.80%) Developer
2 36 (33.03%) Java Developer
3 29 (26.61%) Linux Developer
4 28 (25.69%) Senior Developer
5 24 (22.02%) NoSQL Developer
6 19 (17.43%) Python Developer
7 18 (16.51%) AWS Developer
8 16 (14.68%) Senior Python Developer
9 12 (11.01%) Senior Java Developer
10 8 (7.34%) Analyst
11 6 (5.50%) Test Analyst
12 4 (3.67%) Big Data Developer
12 4 (3.67%) Consultant
12 4 (3.67%) CRM Developer
12 4 (3.67%) Dynamics CRM Developer
12 4 (3.67%) Linux Engineer
12 4 (3.67%) Senior Big Data Developer
12 4 (3.67%) Software Developer
12 4 (3.67%) Support Engineer
13 3 (2.75%) DevOps Engineer
Libraries, Frameworks & Software Standards
1 28 (25.69%) Spring
2 18 (16.51%) XML
3 16 (14.68%) Java SE
4 15 (13.76%) Kafka
5 14 (12.84%) JSON
6 12 (11.01%) Web Services
7 11 (10.09%) jQuery
8 10 (9.17%) AngularJS
9 8 (7.34%) .NET
9 8 (7.34%) React
9 8 (7.34%) REST
9 8 (7.34%) SOAP
10 7 (6.42%) HTML
11 6 (5.50%) .NET Framework
11 6 (5.50%) ASP.NET
11 6 (5.50%) CSS
11 6 (5.50%) RESTful
11 6 (5.50%) WCF
12 5 (4.59%) Spark Streaming
13 4 (3.67%) ASP.NET Web API
Miscellaneous
1 20 (18.35%) Linux Command Line
2 10 (9.17%) Algorithms
3 4 (3.67%) Analytical Skills
3 4 (3.67%) Data Centre
3 4 (3.67%) Greenfield Project
3 4 (3.67%) Public Cloud
3 4 (3.67%) Replication
4 3 (2.75%) Self-Motivation
4 3 (2.75%) Smart Meter
5 2 (1.83%) Cloud Native
5 2 (1.83%) Management Information System
5 2 (1.83%) User Experience
5 2 (1.83%) Virtual Team
6 1 (0.92%) Clustering
6 1 (0.92%) Enterprise Software
6 1 (0.92%) Fintech
6 1 (0.92%) Hybrid Cloud
6 1 (0.92%) N-Tier
6 1 (0.92%) Smartphone
Operating Systems
1 97 (88.99%) Linux
2 36 (33.03%) Windows
3 12 (11.01%) Red Hat Enterprise Linux
4 7 (6.42%) Ubuntu
4 7 (6.42%) Windows Server
5 6 (5.50%) CentOS
6 5 (4.59%) Debian
6 5 (4.59%) Windows Server 2012
7 4 (3.67%) Solaris
8 3 (2.75%) AIX
8 3 (2.75%) HPUX
8 3 (2.75%) Mac OS X
8 3 (2.75%) Windows Server 2008
9 2 (1.83%) Windows Server 2003
Processes & Methodologies
1 40 (36.70%) Agile Software Development
2 35 (32.11%) Continuous Integration
3 30 (27.52%) Computer Science
4 28 (25.69%) Scrum
4 28 (25.69%) Software Engineering
5 24 (22.02%) Mathematics
6 19 (17.43%) DevOps
7 18 (16.51%) Multithreading
7 18 (16.51%) Test Automation
8 17 (15.60%) Statistics
9 16 (14.68%) Business Intelligence
9 16 (14.68%) Machine Learning
10 12 (11.01%) TDD
10 12 (11.01%) User Stories
11 11 (10.09%) Deployment Automation
11 11 (10.09%) ITIL
12 10 (9.17%) Open Source
13 9 (8.26%) High Availability
13 9 (8.26%) Performance Tuning
13 9 (8.26%) SDLC
Programming Languages
1 63 (57.80%) Java
2 56 (51.38%) Python
3 35 (32.11%) JavaScript
4 18 (16.51%) Bash Shell
4 18 (16.51%) Java 8
4 18 (16.51%) SQL
5 16 (14.68%) Go
6 14 (12.84%) Cython
7 13 (11.93%) Shell Script
8 10 (9.17%) C
9 9 (8.26%) C#
10 5 (4.59%) Perl
11 4 (3.67%) PowerShell
11 4 (3.67%) Scala
11 4 (3.67%) VB.NET
12 3 (2.75%) Ruby
13 2 (1.83%) Korn
13 2 (1.83%) Natural
13 2 (1.83%) RPG
13 2 (1.83%) T-SQL
Qualifications
1 35 (32.11%) Degree
2 14 (12.84%) Numerate Degree
3 13 (11.93%) Security Cleared
4 11 (10.09%) Computer Science Degree
5 4 (3.67%) CCNA
5 4 (3.67%) Cisco Certification
5 4 (3.67%) SC Cleared
6 3 (2.75%) MCSE
6 3 (2.75%) Microsoft Certification
7 2 (1.83%) CISSP
7 2 (1.83%) CompTIA Security+
7 2 (1.83%) DV Cleared
7 2 (1.83%) GIAC
7 2 (1.83%) ITIL Certification
7 2 (1.83%) Linux+ Certification
7 2 (1.83%) Network+ Certification
7 2 (1.83%) SANS
7 2 (1.83%) SSCP
8 1 (0.92%) AWS Certification
8 1 (0.92%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 20 (18.35%) QA
2 4 (3.67%) ISO/IEC 27001
3 2 (1.83%) GDPR
3 2 (1.83%) SLA
4 1 (0.92%) COBIT
System Software
1 17 (15.60%) VMware Infrastructure
2 9 (8.26%) Docker
3 8 (7.34%) Active Directory
4 6 (5.50%) HDFS
5 5 (4.59%) Samba
6 4 (3.67%) Apache Flume
6 4 (3.67%) NFS
6 4 (3.67%) Virtual Machines
7 3 (2.75%) Apache ZooKeeper
7 3 (2.75%) Hyper-V
8 2 (1.83%) KVM
8 2 (1.83%) Oracle RAC
8 2 (1.83%) VMware ESXi
8 2 (1.83%) VMware NSX
9 1 (0.92%) NDS
9 1 (0.92%) NetIQ eDirectory
9 1 (0.92%) vCloud
9 1 (0.92%) vSphere
Systems Management
1 14 (12.84%) Ansible
1 14 (12.84%) Puppet
2 5 (4.59%) Kubernetes
2 5 (4.59%) Opscode Chef
3 4 (3.67%) HP Quality Center
3 4 (3.67%) Kibana
3 4 (3.67%) Oozie
3 4 (3.67%) Rundeck
3 4 (3.67%) Terraform
4 3 (2.75%) Hadoop YARN
4 3 (2.75%) vRealize Orchestrator
5 2 (1.83%) Grafana
5 2 (1.83%) Graylog
5 2 (1.83%) Nagios
5 2 (1.83%) vCenter Server
6 1 (0.92%) Data Guard
6 1 (0.92%) Icinga
6 1 (0.92%) Oracle Enterprise Manager
6 1 (0.92%) Oracle RMAN
6 1 (0.92%) ZABBIX
Vendors
1 45 (41.28%) Oracle
2 21 (19.27%) VMware
3 13 (11.93%) Microsoft
4 9 (8.26%) Red Hat
5 8 (7.34%) SAP
5 8 (7.34%) Tableau
6 4 (3.67%) Citrix
6 4 (3.67%) Cloudera
6 4 (3.67%) Google
6 4 (3.67%) Hortonworks
6 4 (3.67%) HP
6 4 (3.67%) IBM
6 4 (3.67%) Salesforce.com
7 3 (2.75%) Centrify
7 3 (2.75%) Cisco
7 3 (2.75%) EMC
7 3 (2.75%) NetApp
7 3 (2.75%) Splunk
8 2 (1.83%) Meraki
8 2 (1.83%) MuleSoft