Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 16 December 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 16 December 2018 with a comparison to the same period in the previous 2 years.

Memcached
UK
6 months to
16 Dec 2018		 Same period 2017 Same period 2016
Rank 1030 1123 1080
Rank change year-on-year +93 -43 +28
Permanent jobs citing Memcached 95 78 130
As % of all permanent IT jobs advertised in the UK 0.060% 0.044% 0.070%
As % of the Libraries, Frameworks & Software Standards category 0.15% 0.11% 0.18%
Number of salaries quoted 74 71 124
UK median annual salary £57,500 £55,000 £55,000
Median salary % change year-on-year +4.55% - +4.76%
10th Percentile £42,500 £32,500 £28,750
90th Percentile £85,000 £87,500 £78,500
UK excluding London median annual salary £46,500 £42,500 £46,250
% change year-on-year +9.41% -8.11% +2.78%

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 62,523 71,542 72,689
As % of all permanent IT jobs advertised in the UK 39.53% 40.15% 39.24%
Number of salaries quoted 51,309 59,571 62,890
UK median annual salary £52,500 £50,000 £47,500
Median salary % change year-on-year +5.00% +5.26% +5.56%
10th Percentile £31,250 £29,750 £28,750
90th Percentile £84,750 £77,500 £77,500
UK excluding London median annual salary £45,000 £42,500 £42,500
% change year-on-year +5.88% - +6.25%

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 16 December 2018.

Salary histogram for Memcached in the UK

Memcached
Top 11 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 16 December 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 +95 92 £57,500 +4.55% 19
London +77 69 £57,500 -9.45% 8
UK excluding London +40 24 £46,500 +9.41% 17
North of England +36 11 £48,000 +20.00% 4
Yorkshire - 10 £51,250 - 4
East of England +25 6 - -
Midlands +16 3 £58,750 +38.24% 1
South East -6 3 £24,000 -50.77% 2
West Midlands - 3 £58,750 -
North West +14 1 £48,000 +20.00%
Scotland -2 1 £40,000 -20.00% 6

For the 6 months to 16 December 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 66 (69.47%) Redis
2 56 (58.95%) MySQL
3 47 (49.47%) Amazon AWS
4 38 (40.00%) Finance
5 36 (37.89%) Agile Software Development
6 35 (36.84%) Java
6 35 (36.84%) RESTful
7 33 (34.74%) JavaScript
8 32 (33.68%) MongoDB
8 32 (33.68%) Kafka
9 31 (32.63%) RabbitMQ
9 31 (32.63%) Problem-Solving
10 27 (28.42%) Python
10 27 (28.42%) Software Engineering
11 26 (27.37%) Computer Science
11 26 (27.37%) PHP
12 25 (26.32%) Ruby
12 25 (26.32%) NoSQL
13 24 (25.26%) Ruby on Rails
13 24 (25.26%) Refactoring
13 24 (25.26%) Degree
13 24 (25.26%) Computer Science Degree
14 23 (24.21%) Git (software)
15 22 (23.16%) Hadoop
15 22 (23.16%) Jenkins
15 22 (23.16%) HTML
15 22 (23.16%) CSS
16 21 (22.11%) Microservices
17 20 (21.05%) Banking
18 19 (20.00%) Big Data

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 17 (17.89%) Elasticsearch
2 15 (15.79%) nginx
3 10 (10.53%) Apache
4 8 (8.42%) Apache Solr
4 8 (8.42%) Oracle SOA Suite
5 6 (6.32%) Drupal
5 6 (6.32%) JBoss
6 4 (4.21%) CMS
7 2 (2.11%) Tomcat
8 1 (1.05%) IIS
8 1 (1.05%) OpenStack
8 1 (1.05%) WordPress
Business Applications
1 5 (5.26%) Magento
2 2 (2.11%) Payment Gateway
Cloud Services
1 47 (49.47%) Amazon AWS
2 16 (16.84%) Google Cloud Platform
3 13 (13.68%) Microsoft Azure
4 11 (11.58%) Amazon Kinesis
4 11 (11.58%) Amazon S3
4 11 (11.58%) Cloudflare
5 10 (10.53%) Virtual Private Cloud
6 9 (9.47%) Amazon EC2
7 7 (7.37%) AWS CloudFormation
8 5 (5.26%) Amazon SQS
8 5 (5.26%) GitHub
9 2 (2.11%) Heroku
10 1 (1.05%) Amazon ElastiCache
10 1 (1.05%) Amazon ELB
10 1 (1.05%) Datadog
10 1 (1.05%) IaaS
10 1 (1.05%) PaaS
10 1 (1.05%) Route 53
10 1 (1.05%) SaaS
10 1 (1.05%) Stackdriver
Communications & Networking
1 10 (10.53%) VPN
2 4 (4.21%) Intranet
3 2 (2.11%) AMQP
3 2 (2.11%) DNS
3 2 (2.11%) Firewall
4 1 (1.05%) HTTP
4 1 (1.05%) Internet
4 1 (1.05%) Network Security
4 1 (1.05%) Plixer Scrutinizer
4 1 (1.05%) SMTP
4 1 (1.05%) TCP/IP
Database & Business Intelligence
1 66 (69.47%) Redis
2 56 (58.95%) MySQL
3 32 (33.68%) MongoDB
4 25 (26.32%) NoSQL
5 22 (23.16%) Hadoop
6 19 (20.00%) Big Data
7 16 (16.84%) Relational Database
8 14 (14.74%) RDBMS
9 13 (13.68%) PostgreSQL
10 11 (11.58%) Amazon Redshift
11 6 (6.32%) SQL Server
12 4 (4.21%) CouchDB
13 3 (3.16%) Apache Cassandra
13 3 (3.16%) MariaDB
14 2 (2.11%) BigQuery
14 2 (2.11%) Hazelcast
15 1 (1.05%) Bigtable
15 1 (1.05%) HBase
Development Applications
1 23 (24.21%) Git (software)
2 22 (23.16%) Jenkins
3 8 (8.42%) JIRA
3 8 (8.42%) Maven
4 6 (6.32%) PHPUnit
5 4 (4.21%) git-flow
6 3 (3.16%) Cucumber
6 3 (3.16%) JUnit
6 3 (3.16%) Mockito
6 3 (3.16%) TestNG
7 2 (2.11%) JMeter
7 2 (2.11%) Mercurial
7 2 (2.11%) Travis CI
7 2 (2.11%) Vagrant
7 2 (2.11%) Xdebug
8 1 (1.05%) CircleCI
8 1 (1.05%) Grunt
8 1 (1.05%) Scrutinizer-CI
8 1 (1.05%) Webistrano
8 1 (1.05%) webpack
General
1 38 (40.00%) Finance
2 20 (21.05%) Banking
3 17 (17.89%) Games
4 13 (13.68%) Retail
5 2 (2.11%) Advertising
5 2 (2.11%) Front Office
5 2 (2.11%) Marketing
6 1 (1.05%) Investment Banking
Job Titles
1 52 (54.74%) Developer
2 26 (27.37%) Architect
3 21 (22.11%) Ruby on Rails Developer
4 16 (16.84%) Cloud Architect
5 13 (13.68%) Games Developer
6 12 (12.63%) PHP Developer
7 9 (9.47%) AWS Architect
7 9 (9.47%) Senior Developer
7 9 (9.47%) Solutions Architect
8 8 (8.42%) Technical Architect
9 7 (7.37%) Cloud Solutions Architect
10 6 (6.32%) Consultant
10 6 (6.32%) Hybris Consultant
10 6 (6.32%) MongoDB Developer
11 5 (5.26%) Full Stack Developer
11 5 (5.26%) Magento Developer
12 4 (4.21%) Ruby Developer
12 4 (4.21%) Senior PHP Developer
13 3 (3.16%) DevOps Engineer
13 3 (3.16%) Drupal Developer
Libraries, Frameworks & Software Standards
1 35 (36.84%) RESTful
2 32 (33.68%) Kafka
3 31 (32.63%) RabbitMQ
4 24 (25.26%) Ruby on Rails
5 22 (23.16%) CSS
5 22 (23.16%) HTML
6 13 (13.68%) jQuery
6 13 (13.68%) Symfony
7 12 (12.63%) LAMP
7 12 (12.63%) Node.js
8 11 (11.58%) HTML5
9 10 (10.53%) AngularJS
9 10 (10.53%) CSS3
9 10 (10.53%) Elastic Stack
9 10 (10.53%) Middleware
10 9 (9.47%) JSON
10 9 (9.47%) LEMP Stack
10 9 (9.47%) Web Services
11 8 (8.42%) REST
11 8 (8.42%) XML
Miscellaneous
1 9 (9.47%) Clustering
1 9 (9.47%) Mobile App
2 8 (8.42%) Analytical Skills
3 3 (3.16%) Linux Command Line
4 2 (2.11%) Equities
4 2 (2.11%) Fintech
4 2 (2.11%) Replication
5 1 (1.05%) Cloud Native
5 1 (1.05%) Derivative
5 1 (1.05%) EPoS
5 1 (1.05%) Equity Derivative
5 1 (1.05%) Music Streaming
5 1 (1.05%) Public Cloud
5 1 (1.05%) User Experience
5 1 (1.05%) Xbox
Operating Systems
1 11 (11.58%) Linux
2 1 (1.05%) Ubuntu
Processes & Methodologies
1 36 (37.89%) Agile Software Development
2 31 (32.63%) Problem-Solving
3 27 (28.42%) Software Engineering
4 26 (27.37%) Computer Science
5 24 (25.26%) Refactoring
6 21 (22.11%) Microservices
7 18 (18.95%) DevOps
8 16 (16.84%) Thought Leadership
9 13 (13.68%) Continuous Integration
10 12 (12.63%) Web Development
11 11 (11.58%) API Design
11 11 (11.58%) Network Design
12 10 (10.53%) Scrum
13 9 (9.47%) E-Commerce
13 9 (9.47%) Migration
13 9 (9.47%) Network Architecture
13 9 (9.47%) SOA
14 8 (8.42%) ArchiMate
14 8 (8.42%) OO
14 8 (8.42%) Waterfall
Programming Languages
1 35 (36.84%) Java
2 33 (34.74%) JavaScript
3 27 (28.42%) Python
4 26 (27.37%) PHP
5 25 (26.32%) Ruby
6 10 (10.53%) Go
7 9 (9.47%) Java 8
8 8 (8.42%) C#
9 5 (5.26%) Scala
10 4 (4.21%) PHP 7
10 4 (4.21%) SQL
11 2 (2.11%) ActionScript
11 2 (2.11%) CoffeeScript
11 2 (2.11%) Shell Script
12 1 (1.05%) PHP 5
12 1 (1.05%) TypeScript
12 1 (1.05%) VB.NET
Qualifications
1 24 (25.26%) Computer Science Degree
1 24 (25.26%) Degree
2 11 (11.58%) AWS Certification
3 3 (3.16%) SC Cleared
3 3 (3.16%) Security Cleared
Quality Assurance & Compliance
1 5 (5.26%) GDPR
2 1 (1.05%) QA
2 1 (1.05%) SLA
System Software
1 18 (18.95%) Docker
2 6 (6.32%) Varnish
3 2 (2.11%) LXC
4 1 (1.05%) GlusterFS
4 1 (1.05%) Virtual Machines
Systems Management
1 11 (11.58%) Terraform
2 9 (9.47%) Ansible
3 7 (7.37%) Salt
4 5 (5.26%) Kubernetes
5 3 (3.16%) Kibana
6 2 (2.11%) Puppet
7 1 (1.05%) Capistrano
7 1 (1.05%) logstash
7 1 (1.05%) Nagios
7 1 (1.05%) Opscode Chef
7 1 (1.05%) Packer
Vendors
1 11 (11.58%) Google
2 8 (8.42%) Oracle
3 7 (7.37%) AppDynamics
4 6 (6.32%) Dynatrace
4 6 (6.32%) hybris
5 3 (3.16%) Zend
6 2 (2.11%) New Relic
7 1 (1.05%) PayPal
7 1 (1.05%) SAP