Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 19 July 2018

The following table provides summary statistics for permanent job vacancies with a requirement for Memcached skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Memcached over the 6 months to 19 July 2018 with a comparison to the same period in the previous 2 years.

Memcached
UK
6 months to
19 Jul 2018		 Same period 2017 Same period 2016
Rank 1098 1030 1116
Rank change year-on-year -68 +86 +37
Permanent jobs citing Memcached 99 161 163
As % of all permanent IT jobs advertised in the UK 0.057% 0.091% 0.080%
As % of the Libraries, Frameworks & Software Standards category 0.14% 0.22% 0.21%
Number of salaries quoted 84 141 156
UK median annual salary £50,000 £50,000 £52,500
Median salary % change year-on-year - -4.76% +5.00%
10th Percentile £35,375 £30,000 £35,000
90th Percentile £80,875 £67,750 £67,500
UK excluding London median annual salary £47,500 £40,000 £42,500
% change year-on-year +18.75% -5.88% -

Memcached is in the Software Libraries and Frameworks category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
UK
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 70,679 72,171 79,220
As % of all permanent IT jobs advertised in the UK 40.60% 40.62% 38.99%
Number of salaries quoted 58,836 60,555 68,548
UK median annual salary £50,000 £47,500 £47,500
Median salary % change year-on-year +5.26% - +5.56%
10th Percentile £31,250 £28,750 £28,750
90th Percentile £80,000 £77,500 £75,000
UK excluding London median annual salary £45,000 £42,500 £41,500
% change year-on-year +5.88% +2.41% +3.75%

Memcached
Job Vacancy Trend

Job postings citing Memcached as a percentage of all IT jobs advertised.

Job vacancy trend for Memcached in the UK

Memcached
Salary Trend

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

Salary trend for Memcached in the UK

Memcached
Salary Histogram

The salary distribution of IT jobs citing Memcached over the 6 months to 19 July 2018.

Salary histogram for Memcached in the UK

Memcached
Top 13 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Memcached within the UK over the 6 months to 19 July 2018. 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
England -69 89 £50,000 - 16
UK excluding London +11 54 £47,500 +18.75% 14
London -35 38 £60,000 -6.61% 5
Midlands +9 18 £52,500 +45.83% 2
West Midlands +8 17 £52,500 +45.83% 2
South East 0 16 £47,500 +18.75% 4
North of England -11 11 £45,000 +5.88% 2
Yorkshire +19 10 £45,000 +5.88% 1
East of England +15 7 - - 3
Northern Ireland - 2 £52,500 -
North West +12 1 - - 1
East Midlands +9 1 - -
Scotland -16 1 £40,000 -20.00% 3

For the 6 months to 19 July 2018, IT jobs citing Memcached 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 with a requirement for Memcached.

1 75 (75.76%) Redis
2 57 (57.58%) Amazon AWS
3 54 (54.55%) Python
4 47 (47.47%) Java
5 43 (43.43%) Agile Software Development
6 40 (40.40%) Elasticsearch
7 37 (37.37%) PHP
8 35 (35.35%) MongoDB
8 35 (35.35%) Git (software)
9 34 (34.34%) JavaScript
10 33 (33.33%) CSS
11 31 (31.31%) MySQL
12 30 (30.30%) HTML
12 30 (30.30%) Docker
13 29 (29.29%) Ruby
14 26 (26.26%) Kubernetes
15 25 (25.25%) Google
15 25 (25.25%) PostgreSQL
16 24 (24.24%) Web Services
17 23 (23.23%) Ruby on Rails
17 23 (23.23%) Test Automation
17 23 (23.23%) Open Source
17 23 (23.23%) Mentoring
18 22 (22.22%) Microservices
18 22 (22.22%) Google Cloud Platform
18 22 (22.22%) Go
18 22 (22.22%) RabbitMQ
19 21 (21.21%) Unit Testing
20 20 (20.20%) jQuery
20 20 (20.20%) Apache Cassandra

Memcached
Co-occurring IT Skills 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 40 (40.40%) Elasticsearch
2 15 (15.15%) nginx
3 10 (10.10%) Apache
4 8 (8.08%) JBoss
5 5 (5.05%) Apache Solr
6 4 (4.04%) Drupal
7 3 (3.03%) Apache Spark
7 3 (3.03%) OpenStack
7 3 (3.03%) Oracle SOA Suite
8 2 (2.02%) Adobe Experience Manager
8 2 (2.02%) GemFire
8 2 (2.02%) IIS
9 1 (1.01%) Confluence
9 1 (1.01%) Tomcat
9 1 (1.01%) WordPress
Applications
1 2 (2.02%) Blender
Business Applications
1 3 (3.03%) Payment Gateway
2 1 (1.01%) Magento
Cloud Services
1 57 (57.58%) Amazon AWS
2 22 (22.22%) Google Cloud Platform
3 20 (20.20%) Heroku
4 19 (19.19%) Microsoft Azure
5 15 (15.15%) GitHub
6 10 (10.10%) Amazon S3
7 7 (7.07%) Amazon EC2
7 7 (7.07%) SaaS
8 6 (6.06%) Fastly
8 6 (6.06%) Stackdriver
9 5 (5.05%) PaaS
10 3 (3.03%) Amazon SQS
11 2 (2.02%) Cloud Computing
12 1 (1.01%) Amazon CloudWatch
12 1 (1.01%) Amazon EMR
12 1 (1.01%) AWS CloudFormation
12 1 (1.01%) CloudBees
12 1 (1.01%) IaaS
12 1 (1.01%) OpenShift
12 1 (1.01%) Virtual Private Cloud
Communications & Networking
1 3 (3.03%) Network Security
2 2 (2.02%) HTTP
3 1 (1.01%) DNS
3 1 (1.01%) Firewall
3 1 (1.01%) Internet
3 1 (1.01%) SAN
3 1 (1.01%) VPN
Database & Business Intelligence
1 75 (75.76%) Redis
2 35 (35.35%) MongoDB
3 31 (31.31%) MySQL
4 25 (25.25%) PostgreSQL
5 20 (20.20%) Apache Cassandra
6 14 (14.14%) NoSQL
7 13 (13.13%) Relational Database
8 11 (11.11%) Bigtable
8 11 (11.11%) RDBMS
9 10 (10.10%) BigQuery
9 10 (10.10%) Hadoop
10 8 (8.08%) Big Data
10 8 (8.08%) SQL Server
11 4 (4.04%) MariaDB
12 2 (2.02%) Amazon DynamoDB
12 2 (2.02%) Couchbase
12 2 (2.02%) HBase
12 2 (2.02%) InterSystems Cache
13 1 (1.01%) Apache Hive
13 1 (1.01%) CouchDB
Development Applications
1 35 (35.35%) Git (software)
2 18 (18.18%) Jenkins
3 10 (10.10%) Travis CI
4 6 (6.06%) Vagrant
5 5 (5.05%) JIRA
5 5 (5.05%) Maven
5 5 (5.05%) Selenium
6 4 (4.04%) Atlassian Bamboo
6 4 (4.04%) Cucumber
7 3 (3.03%) Babel
7 3 (3.03%) JUnit
7 3 (3.03%) Mockito
7 3 (3.03%) PHPUnit
7 3 (3.03%) TeamCity
7 3 (3.03%) TestNG
8 2 (2.02%) Xdebug
9 1 (1.01%) Mocha
9 1 (1.01%) RStudio
9 1 (1.01%) SonarQube
9 1 (1.01%) Webistrano
General
1 13 (13.13%) Retail
2 12 (12.12%) Finance
3 8 (8.08%) Banking
4 4 (4.04%) Advertising
5 2 (2.02%) Games
6 1 (1.01%) Aerospace
6 1 (1.01%) Law
6 1 (1.01%) Multimedia
Job Titles
1 68 (68.69%) Developer
2 22 (22.22%) Senior Developer
3 16 (16.16%) Python Developer
4 15 (15.15%) PHP Developer
5 11 (11.11%) Ruby Developer
6 10 (10.10%) Django Developer
6 10 (10.10%) Python/Django Developer
6 10 (10.10%) Ruby on Rails Developer
7 9 (9.09%) Senior PHP Developer
8 8 (8.08%) Consultant
8 8 (8.08%) Full Stack Developer
8 8 (8.08%) Java Developer
8 8 (8.08%) MongoDB Developer
8 8 (8.08%) Software Engineer
9 7 (7.07%) Hybris Consultant
9 7 (7.07%) Senior Ruby Developer
10 6 (6.06%) Developer/Software Engineer
10 6 (6.06%) DevOps Engineer
11 5 (5.05%) Backend Developer
11 5 (5.05%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 33 (33.33%) CSS
2 30 (30.30%) HTML
3 24 (24.24%) Web Services
4 23 (23.23%) Ruby on Rails
5 22 (22.22%) RabbitMQ
6 20 (20.20%) jQuery
6 20 (20.20%) Kafka
7 17 (17.17%) RESTful
8 15 (15.15%) CSS3
9 14 (14.14%) Node.js
10 13 (13.13%) React
11 12 (12.12%) HTML5
12 11 (11.11%) LEMP Stack
12 11 (11.11%) Sass
12 11 (11.11%) SOAP
13 10 (10.10%) Action Cable
13 10 (10.10%) Django
13 10 (10.10%) GraphQL
13 10 (10.10%) JSON
13 10 (10.10%) TensorFlow
Miscellaneous
1 16 (16.16%) Mobile App
2 11 (11.11%) Computer Science
3 10 (10.10%) Algorithms
3 10 (10.10%) Social Network
4 6 (6.06%) Analytical Skills
4 6 (6.06%) NHS
5 5 (5.05%) Linux Command Line
5 5 (5.05%) User Experience
6 4 (4.04%) Data Structures
7 3 (3.03%) Enterprise Software
8 2 (2.02%) Digital Media
8 2 (2.02%) iPhone
8 2 (2.02%) Oculus Rift
9 1 (1.01%) Data Centre
9 1 (1.01%) Enterprise Cloud
9 1 (1.01%) Greenfield Project
9 1 (1.01%) Management Information System
9 1 (1.01%) Social Media
Operating Systems
1 15 (15.15%) Linux
2 4 (4.04%) Ubuntu
3 2 (2.02%) Android
3 2 (2.02%) Unix
3 2 (2.02%) Windows
Processes & Methodologies
1 43 (43.43%) Agile Software Development
2 23 (23.23%) Mentoring
2 23 (23.23%) Open Source
2 23 (23.23%) Test Automation
3 22 (22.22%) Microservices
4 21 (21.21%) Unit Testing
5 18 (18.18%) Project Management
5 18 (18.18%) Software Engineering
6 17 (17.17%) DevOps
7 16 (16.16%) Continuous Integration
8 15 (15.15%) Integration Testing
9 12 (12.12%) Problem-Solving
10 11 (11.11%) Kanban
10 11 (11.11%) Performance Optimisation
10 11 (11.11%) Refactoring
10 11 (11.11%) Scrum
10 11 (11.11%) Site Reliability Engineering
11 10 (10.10%) Data Analysis
11 10 (10.10%) High Availability
12 9 (9.09%) Artificial Intelligence
Programming Languages
1 54 (54.55%) Python
2 47 (47.47%) Java
3 37 (37.37%) PHP
4 34 (34.34%) JavaScript
5 29 (29.29%) Ruby
6 22 (22.22%) Go
7 18 (18.18%) SQL
8 17 (17.17%) Java 8
9 13 (13.13%) PHP 5
10 10 (10.10%) ActionScript
10 10 (10.10%) CoffeeScript
11 7 (7.07%) Bash Shell
12 6 (6.06%) Scala
13 3 (3.03%) ES6
13 3 (3.03%) PHP 7
14 2 (2.02%) Objective-C
14 2 (2.02%) Perl
14 2 (2.02%) Shell Script
15 1 (1.01%) C#
15 1 (1.01%) C++
Qualifications
1 16 (16.16%) Degree
2 11 (11.11%) Computer Science Degree
3 3 (3.03%) Sun Certification
4 1 (1.01%) Security Cleared
Quality Assurance & Compliance
1 5 (5.05%) QA
2 1 (1.01%) GCP
2 1 (1.01%) PCI DSS
2 1 (1.01%) SLA
System Software
1 30 (30.30%) Docker
2 5 (5.05%) Varnish
3 3 (3.03%) Virtual Machines
4 1 (1.01%) Apache ZooKeeper
4 1 (1.01%) HDFS
4 1 (1.01%) KVM
4 1 (1.01%) VMware ESXi
4 1 (1.01%) VMware Infrastructure
Systems Management
1 26 (26.26%) Kubernetes
2 13 (13.13%) Kibana
3 11 (11.11%) Terraform
4 7 (7.07%) Ansible
5 6 (6.06%) Puppet
6 3 (3.03%) logstash
6 3 (3.03%) Opscode Chef
6 3 (3.03%) Packer
7 2 (2.02%) Docker Swarm
8 1 (1.01%) Capistrano
8 1 (1.01%) Hadoop YARN
8 1 (1.01%) HAProxy
8 1 (1.01%) Mesos
8 1 (1.01%) Nagios
8 1 (1.01%) Oozie
Vendors
1 25 (25.25%) Google
2 7 (7.07%) AppDynamics
2 7 (7.07%) Dynatrace
2 7 (7.07%) hybris
3 5 (5.05%) Oracle
4 4 (4.04%) VMware
5 3 (3.03%) Microsoft
5 3 (3.03%) PayPal
5 3 (3.03%) SAP
6 2 (2.02%) Adobe
7 1 (1.01%) Atlassian
7 1 (1.01%) Cisco
7 1 (1.01%) Cloudera
7 1 (1.01%) Databricks
7 1 (1.01%) Facebook
7 1 (1.01%) Hortonworks
7 1 (1.01%) MapR
7 1 (1.01%) New Relic
7 1 (1.01%) Salesforce.com
7 1 (1.01%) Zend