Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 24 May 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 24 May 2018 with a comparison to the same period in the previous 2 years.

Memcached
UK
6 months to
24 May 2018		 Same period 2017 Same period 2016
Rank 1095 998 1109
Rank change year-on-year -97 +111 +41
Permanent jobs citing Memcached 74 148 171
As % of all permanent IT jobs advertised in the UK 0.043% 0.087% 0.085%
As % of the Libraries, Frameworks & Software Standards category 0.11% 0.22% 0.22%
Number of salaries quoted 63 129 166
UK median annual salary £50,000 £50,000 £52,500
Median salary % change year-on-year - -4.76% +10.53%
10th Percentile £36,800 £30,000 £38,500
90th Percentile £87,500 £65,000 £80,000
UK excluding London median annual salary £47,500 £40,000 £44,000
% change year-on-year +18.75% -9.09% +1.15%

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 70,346 68,792 77,676
As % of all permanent IT jobs advertised in the UK 40.80% 40.63% 38.68%
Number of salaries quoted 58,819 58,489 66,979
UK median annual salary £50,000 £47,500 £47,500
Median salary % change year-on-year +5.26% - +5.56%
10th Percentile £31,250 £29,000 £28,500
90th Percentile £80,000 £76,250 £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 24 May 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 24 May 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 -72 67 £50,000 - 17
UK excluding London -38 44 £47,500 +18.75% 12
London -43 25 £67,500 +3.85% 7
Midlands -8 14 £50,000 +38.89% 2
South East -14 13 £47,500 +18.75% 3
West Midlands -7 11 £50,000 +38.89% 2
North of England 0 8 £45,000 +5.88% 3
Yorkshire +11 7 £45,000 +5.88% 1
East of England +1 7 £85,000 +30.77% 2
East Midlands 0 3 £42,500 -
Northern Ireland - 2 £52,500 -
North West -3 1 - - 2
South West -11 1 - -

For the 6 months to 24 May 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 49 (66.22%) Redis
2 44 (59.46%) Python
3 39 (52.70%) Amazon AWS
4 36 (48.65%) Agile Software Development
5 35 (47.30%) Java
6 29 (39.19%) PHP
7 27 (36.49%) JavaScript
7 27 (36.49%) CSS
8 26 (35.14%) Git (software)
8 26 (35.14%) Elasticsearch
9 24 (32.43%) Docker
9 24 (32.43%) HTML
10 22 (29.73%) Kubernetes
11 21 (28.38%) PostgreSQL
11 21 (28.38%) Test Automation
12 20 (27.03%) MySQL
13 19 (25.68%) Web Services
13 19 (25.68%) Ruby
13 19 (25.68%) Open Source
14 18 (24.32%) MongoDB
14 18 (24.32%) Linux
15 17 (22.97%) Project Management
15 17 (22.97%) Apache Cassandra
15 17 (22.97%) DevOps
15 17 (22.97%) Mentoring
15 17 (22.97%) Microservices
16 16 (21.62%) Go
16 16 (21.62%) SQL
16 16 (21.62%) jQuery
16 16 (21.62%) Continuous Integration

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 26 (35.14%) Elasticsearch
2 15 (20.27%) nginx
3 5 (6.76%) Apache
4 4 (5.41%) JBoss
4 4 (5.41%) OpenStack
5 3 (4.05%) Apache Solr
5 3 (4.05%) Cloud Foundry
6 2 (2.70%) Adobe Experience Manager
6 2 (2.70%) Apache Spark
6 2 (2.70%) Drupal
6 2 (2.70%) GemFire
7 1 (1.35%) IIS
7 1 (1.35%) Oracle SOA Suite
Applications
1 2 (2.70%) Blender
Business Applications
1 2 (2.70%) Payment Gateway
2 1 (1.35%) Magento
Cloud Services
1 39 (52.70%) Amazon AWS
2 15 (20.27%) Heroku
3 14 (18.92%) Google Cloud Platform
4 13 (17.57%) GitHub
5 11 (14.86%) Microsoft Azure
6 10 (13.51%) Amazon S3
7 7 (9.46%) Amazon EC2
7 7 (9.46%) SaaS
8 4 (5.41%) Amazon SQS
8 4 (5.41%) PaaS
9 2 (2.70%) Amazon CloudWatch
9 2 (2.70%) AWS Lambda
9 2 (2.70%) Cloud Computing
9 2 (2.70%) Fastly
9 2 (2.70%) Serverless
9 2 (2.70%) Stackdriver
9 2 (2.70%) Virtual Private Cloud
10 1 (1.35%) Amazon Kinesis
10 1 (1.35%) AWS CloudFormation
10 1 (1.35%) IaaS
Communications & Networking
1 3 (4.05%) Network Security
1 3 (4.05%) Wi-Fi
2 1 (1.35%) HTTP
2 1 (1.35%) Internet
2 1 (1.35%) SAN
2 1 (1.35%) SMS
2 1 (1.35%) VPN
Database & Business Intelligence
1 49 (66.22%) Redis
2 21 (28.38%) PostgreSQL
3 20 (27.03%) MySQL
4 18 (24.32%) MongoDB
5 17 (22.97%) Apache Cassandra
6 15 (20.27%) NoSQL
7 8 (10.81%) Relational Database
8 6 (8.11%) BigQuery
8 6 (8.11%) Bigtable
8 6 (8.11%) RDBMS
9 5 (6.76%) Big Data
9 5 (6.76%) Hadoop
10 4 (5.41%) SQL Server
11 2 (2.70%) Amazon DynamoDB
11 2 (2.70%) Couchbase
11 2 (2.70%) InterSystems Cache
11 2 (2.70%) MariaDB
12 1 (1.35%) Hazelcast
Development Applications
1 26 (35.14%) Git (software)
2 13 (17.57%) Jenkins
3 6 (8.11%) Travis CI
3 6 (8.11%) Vagrant
4 4 (5.41%) Babel
4 4 (5.41%) TeamCity
5 3 (4.05%) Maven
5 3 (4.05%) PHPUnit
5 3 (4.05%) Selenium
6 2 (2.70%) Atlassian Bamboo
6 2 (2.70%) JIRA
6 2 (2.70%) JUnit
6 2 (2.70%) TestNG
6 2 (2.70%) Xdebug
7 1 (1.35%) GitLab
7 1 (1.35%) gulp
7 1 (1.35%) Karma Test Runner
7 1 (1.35%) Mockito
7 1 (1.35%) Octopus Deploy
7 1 (1.35%) webpack
General
1 7 (9.46%) Retail
2 3 (4.05%) Advertising
3 2 (2.70%) Finance
4 1 (1.35%) Multimedia
Job Titles
1 46 (62.16%) Developer
2 16 (21.62%) Senior Developer
3 12 (16.22%) PHP Developer
4 11 (14.86%) Python Developer
5 9 (12.16%) DevOps Engineer
5 9 (12.16%) Django Developer
5 9 (12.16%) Python/Django Developer
6 6 (8.11%) Backend Developer
6 6 (8.11%) Full Stack Developer
6 6 (8.11%) Senior PHP Developer
6 6 (8.11%) Software Engineer
7 5 (6.76%) Linux/Unix DevOps
7 5 (6.76%) Python Engineer
7 5 (6.76%) Ruby Developer
7 5 (6.76%) Senior Ruby Developer
8 4 (5.41%) Cloud Engineer
8 4 (5.41%) Developer/Software Engineer
8 4 (5.41%) Hybris Consultant
8 4 (5.41%) Java Developer
8 4 (5.41%) Senior Backend Developer
Libraries, Frameworks & Software Standards
1 27 (36.49%) CSS
2 24 (32.43%) HTML
3 19 (25.68%) Web Services
4 16 (21.62%) jQuery
5 15 (20.27%) CSS3
6 14 (18.92%) Node.js
6 14 (18.92%) React
7 12 (16.22%) HTML5
7 12 (16.22%) LEMP Stack
7 12 (16.22%) RabbitMQ
8 10 (13.51%) Ruby on Rails
9 9 (12.16%) Celery
9 9 (12.16%) Django
9 9 (12.16%) GraphQL
9 9 (12.16%) Sass
10 8 (10.81%) SOAP
11 7 (9.46%) Kafka
11 7 (9.46%) RESTful
12 6 (8.11%) Action Cable
12 6 (8.11%) TensorFlow
Miscellaneous
1 13 (17.57%) Mobile App
2 9 (12.16%) Algorithms
2 9 (12.16%) Social Network
3 6 (8.11%) NHS
4 5 (6.76%) User Experience
5 4 (5.41%) Data Centre
5 4 (5.41%) Data Structures
5 4 (5.41%) Linux Command Line
6 3 (4.05%) Analytical Skills
6 3 (4.05%) Computer Science
6 3 (4.05%) Enterprise Software
6 3 (4.05%) Private Cloud
7 2 (2.70%) Digital Media
7 2 (2.70%) iPhone
7 2 (2.70%) Oculus Rift
8 1 (1.35%) Cloud Native
8 1 (1.35%) Greenfield Project
8 1 (1.35%) Hedge funds
8 1 (1.35%) Public Cloud
8 1 (1.35%) Social Media
Operating Systems
1 18 (24.32%) Linux
2 3 (4.05%) Ubuntu
3 2 (2.70%) Android
3 2 (2.70%) CentOS
3 2 (2.70%) Red Hat Enterprise Linux
3 2 (2.70%) Unix
3 2 (2.70%) Windows
Processes & Methodologies
1 36 (48.65%) Agile Software Development
2 21 (28.38%) Test Automation
3 19 (25.68%) Open Source
4 17 (22.97%) DevOps
4 17 (22.97%) Mentoring
4 17 (22.97%) Microservices
4 17 (22.97%) Project Management
5 16 (21.62%) Continuous Integration
6 14 (18.92%) Unit Testing
7 10 (13.51%) Performance Optimisation
8 9 (12.16%) Data Analysis
8 9 (12.16%) High Availability
8 9 (12.16%) Integration Testing
9 8 (10.81%) Scrum
10 7 (9.46%) TDD
11 6 (8.11%) Information Capture
11 6 (8.11%) Kanban
11 6 (8.11%) Software Engineering
12 5 (6.76%) Agile Project Management
12 5 (6.76%) Domain-Driven Design
Programming Languages
1 44 (59.46%) Python
2 35 (47.30%) Java
3 29 (39.19%) PHP
4 27 (36.49%) JavaScript
5 19 (25.68%) Ruby
6 16 (21.62%) Go
6 16 (21.62%) SQL
7 11 (14.86%) Java 8
8 9 (12.16%) PHP 5
9 7 (9.46%) Bash Shell
10 6 (8.11%) ActionScript
10 6 (8.11%) CoffeeScript
11 4 (5.41%) Scala
12 3 (4.05%) ES6
12 3 (4.05%) PHP 7
13 2 (2.70%) Objective-C
13 2 (2.70%) Perl
13 2 (2.70%) Shell Script
13 2 (2.70%) TypeScript
14 1 (1.35%) C#
Qualifications
1 8 (10.81%) Degree
2 3 (4.05%) Computer Science Degree
2 3 (4.05%) Sun Certification
Quality Assurance & Compliance
1 4 (5.41%) QA
2 1 (1.35%) PCI DSS
System Software
1 24 (32.43%) Docker
2 4 (5.41%) VMware ESXi
3 3 (4.05%) Varnish
3 3 (4.05%) vSphere
4 2 (2.70%) Virtual Machines
5 1 (1.35%) VMware Infrastructure
Systems Management
1 22 (29.73%) Kubernetes
2 9 (12.16%) Kibana
3 7 (9.46%) Ansible
4 5 (6.76%) Opscode Chef
4 5 (6.76%) Terraform
5 3 (4.05%) logstash
5 3 (4.05%) Puppet
6 2 (2.70%) Docker Swarm
6 2 (2.70%) Nagios
6 2 (2.70%) Packer
Vendors
1 15 (20.27%) Google
2 7 (9.46%) VMware
3 4 (5.41%) AppDynamics
3 4 (5.41%) Dynatrace
3 4 (5.41%) hybris
4 3 (4.05%) Microsoft
4 3 (4.05%) Oracle
5 2 (2.70%) Adobe
5 2 (2.70%) PayPal
5 2 (2.70%) Red Hat
5 2 (2.70%) SAP
5 2 (2.70%) Zend
6 1 (1.35%) Cisco