Period
to 19 November 2019

The following table provides summary statistics for permanent job vacancies advertised in England with a requirement for Varnish skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Varnish over the 6 months to 19 November 2019 with a comparison to the same period in the previous 2 years.

Varnish
UK > England
6 months to
19 Nov 2019
Same period 2018 Same period 2017
Rank 964 1058 1096
Rank change year-on-year +94 +38 -94
Permanent jobs citing Varnish 67 72 89
As % of all permanent IT jobs advertised in England 0.053% 0.048% 0.053%
As % of the System Software category 0.31% 0.31% 0.41%
Number of salaries quoted 64 52 83
England median annual salary £62,625 £62,500 £60,000
Median salary % change year-on-year +0.20% +4.17% +9.09%
10th Percentile £37,500 £28,775 £31,500
90th Percentile £71,250 £87,225 £75,000
UK median annual salary £62,625 £52,500 £60,000
% change year-on-year +19.29% -12.50% +9.09%

Varnish is in the System Software category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in England with a requirement for system software skills.

All System Software Skills
England
Permanent vacancies with a requirement for system software skills 21,928 23,170 21,644
As % of all permanent IT jobs advertised in England 17.35% 15.36% 12.94%
Number of salaries quoted 18,142 18,973 18,233
England median annual salary £50,000 £50,000 £45,000
Median salary % change year-on-year - +11.11% +5.88%
10th Percentile £25,750 £25,000 £23,750
90th Percentile £85,000 £82,500 £75,000
UK median annual salary £50,000 £50,000 £45,000
% change year-on-year - +11.11% +5.88%

Varnish
Job Vacancy Trend in England

Job postings citing Varnish as a percentage of all IT jobs advertised in England.

Job vacancy trend for Varnish in England

Varnish
Salary Trend in England

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

Salary trend for Varnish in England

Varnish
Salary Histogram in England

The salary distribution of IT jobs citing Varnish in England over the 6 months to 19 November 2019.

Salary histogram for Varnish in England

Varnish
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Varnish within the England region over the 6 months to 19 November 2019. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +76 35 £67,500 +12.50%
North West +57 26 £57,500 +45.57% 1
North of England +51 26 £57,500 +85.48% 1
South East +29 3 £52,500 -4.55% 1
South West - 2 £50,250 - 1
West Midlands +23 1 £54,000 -16.92% 2
Midlands +20 1 £54,000 -16.92% 2
Varnish
UK

For the 6 months to 19 November 2019, IT jobs citing Varnish 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 England region with a requirement for Varnish.

1 40 (59.70%) Linux
1 40 (59.70%) Agile Software Development
2 38 (56.72%) MySQL
3 35 (52.24%) AWS
4 33 (49.25%) Docker
5 32 (47.76%) Microservices
5 32 (47.76%) Node.js
5 32 (47.76%) PostgreSQL
6 30 (44.78%) Test Automation
7 29 (43.28%) Ruby
8 28 (41.79%) SaaS
9 27 (40.30%) Scrum
9 27 (40.30%) Python
10 25 (37.31%) GCP
10 25 (37.31%) Azure
11 24 (35.82%) AWS Lambda
11 24 (35.82%) Serverless
11 24 (35.82%) REST
11 24 (35.82%) Continuous Integration
12 23 (34.33%) nginx
12 23 (34.33%) Degree
12 23 (34.33%) Windows
13 22 (32.84%) Amazon SQS
14 21 (31.34%) React
14 21 (31.34%) Ansible
14 21 (31.34%) Apache
14 21 (31.34%) Computer Science
15 20 (29.85%) LAMP
16 19 (28.36%) Ruby on Rails
16 19 (28.36%) RSpec

Varnish
Co-occurring IT Skills in England 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 23 (34.33%) nginx
2 21 (31.34%) Apache
3 10 (14.93%) CMS
4 9 (13.43%) Elasticsearch
5 6 (8.96%) WordPress
6 5 (7.46%) Drupal
7 4 (5.97%) Apache Solr
7 4 (5.97%) IIS
8 3 (4.48%) Apache Spark
9 2 (2.99%) Cloud Foundry
9 2 (2.99%) CloudStack
9 2 (2.99%) OpenStack
9 2 (2.99%) Tomcat
Business Applications
1 2 (2.99%) Eikon
Cloud Services
1 35 (52.24%) AWS
2 28 (41.79%) SaaS
3 25 (37.31%) Azure
3 25 (37.31%) GCP
4 24 (35.82%) AWS Lambda
4 24 (35.82%) Serverless
5 22 (32.84%) Amazon SQS
6 10 (14.93%) Fastly
7 8 (11.94%) Amazon EC2
8 6 (8.96%) Amazon ECS
9 3 (4.48%) CloudFront
9 3 (4.48%) GitHub
10 2 (2.99%) Amazon EKS
10 2 (2.99%) Amazon S3
10 2 (2.99%) AWS CloudFormation
10 2 (2.99%) Cloudflare
11 1 (1.49%) Slack
11 1 (1.49%) Trello
Communications & Networking
1 12 (17.91%) Firewall
1 12 (17.91%) TCP/IP
2 8 (11.94%) DNS
2 8 (11.94%) Internet
3 6 (8.96%) DHCP
3 6 (8.96%) HTTP
3 6 (8.96%) VPN
4 4 (5.97%) VLAN
5 2 (2.99%) FTP
5 2 (2.99%) SMTP
5 2 (2.99%) SSL
Database & Business Intelligence
1 38 (56.72%) MySQL
2 32 (47.76%) PostgreSQL
3 15 (22.39%) Amazon Aurora
4 12 (17.91%) NoSQL
5 11 (16.42%) Redis
6 7 (10.45%) Amazon DynamoDB
7 6 (8.96%) Hadoop
7 6 (8.96%) MongoDB
8 4 (5.97%) Apache Cassandra
8 4 (5.97%) MariaDB
9 3 (4.48%) Amazon RDS
9 3 (4.48%) Big Data
10 2 (2.99%) Amazon Redshift
10 2 (2.99%) BigQuery
10 2 (2.99%) Data Warehouse
10 2 (2.99%) Flink
10 2 (2.99%) HBase
10 2 (2.99%) Snowflake Schema
11 1 (1.49%) SQL Server
Development Applications
1 19 (28.36%) Brakeman
1 19 (28.36%) CircleCI
1 19 (28.36%) minitest
1 19 (28.36%) RSpec
1 19 (28.36%) RuboCop
2 18 (26.87%) Git (software)
3 15 (22.39%) Jenkins
4 8 (11.94%) GitLab
5 5 (7.46%) Subversion
5 5 (7.46%) Vagrant
6 4 (5.97%) Atlassian Bamboo
6 4 (5.97%) JIRA
7 2 (2.99%) Bitbucket
7 2 (2.99%) git-flow
8 1 (1.49%) Ant
8 1 (1.49%) JUnit
8 1 (1.49%) Maven
8 1 (1.49%) Travis CI
General
1 5 (7.46%) Retail
2 3 (4.48%) Advertising
3 2 (2.99%) Finance
3 2 (2.99%) Marketing
Job Titles
1 29 (43.28%) Developer
2 14 (20.90%) Administrator
2 14 (20.90%) Systems Administrator
3 10 (14.93%) .NET Developer
4 8 (11.94%) Linux Administrator
4 8 (11.94%) Linux Systems Administrator
5 7 (10.45%) PHP Developer
6 6 (8.96%) AWS Administrator
6 6 (8.96%) Cloud Administrator
6 6 (8.96%) DevOps Engineer
7 5 (7.46%) Lead Developer
7 5 (7.46%) Lead PHP Developer
7 5 (7.46%) Ruby on Rails Developer
7 5 (7.46%) Senior Developer
8 3 (4.48%) Drupal Developer
8 3 (4.48%) Python Developer
9 2 (2.99%) Senior Architect
9 2 (2.99%) Senior Data Architect
9 2 (2.99%) Senior DevOps
9 2 (2.99%) Senior DevOps Engineer
Libraries, Frameworks & Software Standards
1 32 (47.76%) Node.js
2 24 (35.82%) REST
3 21 (31.34%) React
4 20 (29.85%) LAMP
5 19 (28.36%) Ruby on Rails
5 19 (28.36%) Shoryuken
6 17 (25.37%) .NET
7 11 (16.42%) Web Services
8 10 (14.93%) .NET Core
9 7 (10.45%) LEMP Stack
10 6 (8.96%) LAPP Stack
11 5 (7.46%) Sensu
12 4 (5.97%) jQuery
12 4 (5.97%) SOAP
13 3 (4.48%) CSS
13 3 (4.48%) Flask
13 3 (4.48%) HTML
13 3 (4.48%) HTML5
13 3 (4.48%) JSON
13 3 (4.48%) Twig
Miscellaneous
1 10 (14.93%) Greenfield Project
2 9 (13.43%) Cloud Native
3 6 (8.96%) Linux Command Line
3 6 (8.96%) Public Cloud
4 5 (7.46%) Management Information System
5 2 (2.99%) Analytical Skills
5 2 (2.99%) Data Centre
5 2 (2.99%) Distributed Denial-of-Service
5 2 (2.99%) Private Cloud
5 2 (2.99%) Replication
5 2 (2.99%) Self-Motivation
6 1 (1.49%) Blog
6 1 (1.49%) User Experience
Operating Systems
1 40 (59.70%) Linux
2 23 (34.33%) Windows
3 4 (5.97%) Unix
4 1 (1.49%) CentOS
4 1 (1.49%) Windows Server
Processes & Methodologies
1 40 (59.70%) Agile Software Development
2 32 (47.76%) Microservices
3 30 (44.78%) Test Automation
4 27 (40.30%) Scrum
5 24 (35.82%) Continuous Integration
6 21 (31.34%) Computer Science
7 19 (28.36%) DevOps
8 16 (23.88%) Load Balancing
9 13 (19.40%) Configuration Management
10 10 (14.93%) B2B
10 10 (14.93%) SOLID
10 10 (14.93%) TDD
11 9 (13.43%) High Availability
12 7 (10.45%) Project Management
13 6 (8.96%) Auto-Scaling
13 6 (8.96%) Content Management
13 6 (8.96%) Continuous Improvement
13 6 (8.96%) Mentoring
13 6 (8.96%) Server Patching
13 6 (8.96%) Web Development
Programming Languages
1 29 (43.28%) Ruby
2 27 (40.30%) Python
3 17 (25.37%) PHP
4 12 (17.91%) JavaScript
5 10 (14.93%) C#
6 6 (8.96%) Bash Shell
7 3 (4.48%) Go
8 1 (1.49%) Groovy
8 1 (1.49%) Java
8 1 (1.49%) Java 8
Qualifications
1 23 (34.33%) Degree
2 6 (8.96%) AWS Certification
3 2 (2.99%) Computer Science Degree
Quality Assurance & Compliance
1 3 (4.48%) QA
System Software
1 33 (49.25%) Docker
2 6 (8.96%) Active Directory
Systems Management
1 21 (31.34%) Ansible
2 16 (23.88%) HAProxy
3 12 (17.91%) ZABBIX
4 11 (16.42%) Kubernetes
5 8 (11.94%) Nagios
6 7 (10.45%) Consul
6 7 (10.45%) Puppet
7 6 (8.96%) Docker Swarm
7 6 (8.96%) Terraform
8 5 (7.46%) Graphite
9 4 (5.97%) Graylog
9 4 (5.97%) logstash
9 4 (5.97%) Opscode Chef
10 3 (4.48%) Packer
11 1 (1.49%) Grafana
Vendors
1 6 (8.96%) Microsoft
1 6 (8.96%) Splunk
2 2 (2.99%) Google
2 2 (2.99%) Oracle
2 2 (2.99%) SaltStack
3 1 (1.49%) Plumtree