Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 25 September 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 25 September 2018 with a comparison to the same period in the previous 2 years.

Memcached
UK
6 months to
25 Sep 2018		 Same period 2017 Same period 2016
Rank 1056 1063 1099
Rank change year-on-year +7 +36 +21
Permanent jobs citing Memcached 103 130 155
As % of all permanent IT jobs advertised in the UK 0.061% 0.074% 0.081%
As % of the Libraries, Frameworks & Software Standards category 0.15% 0.18% 0.21%
Number of salaries quoted 85 117 149
UK median annual salary £55,000 £50,000 £60,000
Median salary % change year-on-year +10.00% -16.67% +14.29%
10th Percentile £40,000 £32,800 £29,750
90th Percentile £85,000 £77,500 £70,500
UK excluding London median annual salary £47,500 £42,500 £45,000
% change year-on-year +11.76% -5.56% +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 67,507 71,208 74,795
As % of all permanent IT jobs advertised in the UK 40.30% 40.36% 39.07%
Number of salaries quoted 55,951 58,871 64,858
UK median annual salary £50,000 £48,500 £47,500
Median salary % change year-on-year +3.09% +2.11% +5.56%
10th Percentile £31,250 £29,250 £28,750
90th Percentile £82,500 £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 25 September 2018.

Salary histogram for Memcached in the UK

Memcached
Top 12 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 25 September 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 -11 95 £55,000 +10.00% 19
London +11 53 £57,500 -4.17% 8
UK excluding London +25 45 £47,500 +11.76% 17
Midlands +24 15 £55,000 +27.91%
West Midlands +32 14 £55,000 +27.91%
Yorkshire +25 10 £42,500 - 9
North of England +10 10 £42,500 - 11
East of England +38 9 - -
South East 0 9 £47,500 +15.15%
Northern Ireland - 2 £52,500 -
Scotland -10 1 £40,000 -20.00% 5
East Midlands - 1 - -

For the 6 months to 25 September 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 79 (76.70%) Redis
2 54 (52.43%) Amazon AWS
3 50 (48.54%) Python
4 48 (46.60%) Java
5 44 (42.72%) Agile Software Development
6 43 (41.75%) MongoDB
7 41 (39.81%) MySQL
8 35 (33.98%) Ruby
9 34 (33.01%) Elasticsearch
10 33 (32.04%) Git (software)
10 33 (32.04%) PHP
11 32 (31.07%) RabbitMQ
12 31 (30.10%) JavaScript
13 30 (29.13%) Ruby on Rails
13 30 (29.13%) Kafka
13 30 (29.13%) Docker
14 29 (28.16%) Software Engineering
15 28 (27.18%) RESTful
16 25 (24.27%) HTML
17 24 (23.30%) CSS
17 24 (23.30%) Degree
18 23 (22.33%) PostgreSQL
18 23 (22.33%) Go
18 23 (22.33%) Microservices
18 23 (22.33%) Kubernetes
19 22 (21.36%) Google Cloud Platform
19 22 (21.36%) Problem-Solving
19 22 (21.36%) Refactoring
19 22 (21.36%) Finance
20 21 (20.39%) Web Services

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 34 (33.01%) Elasticsearch
2 12 (11.65%) nginx
3 10 (9.71%) JBoss
4 9 (8.74%) Apache
5 5 (4.85%) Apache Solr
6 4 (3.88%) Drupal
6 4 (3.88%) OpenStack
7 3 (2.91%) Apache Spark
7 3 (2.91%) Oracle SOA Suite
8 2 (1.94%) GemFire
8 2 (1.94%) IIS
9 1 (0.97%) Confluence
9 1 (0.97%) Tomcat
9 1 (0.97%) WordPress
Applications
1 2 (1.94%) Blender
Business Applications
1 3 (2.91%) Payment Gateway
Cloud Services
1 54 (52.43%) Amazon AWS
2 22 (21.36%) Google Cloud Platform
3 19 (18.45%) Microsoft Azure
4 14 (13.59%) Heroku
5 9 (8.74%) GitHub
6 6 (5.83%) Fastly
6 6 (5.83%) Stackdriver
7 5 (4.85%) AWS CloudFormation
7 5 (4.85%) SaaS
8 4 (3.88%) Amazon EC2
8 4 (3.88%) Amazon Kinesis
8 4 (3.88%) Amazon S3
8 4 (3.88%) Cloudflare
9 3 (2.91%) Amazon SQS
9 3 (2.91%) PaaS
9 3 (2.91%) Virtual Private Cloud
10 2 (1.94%) AWS Lambda
10 2 (1.94%) Serverless
11 1 (0.97%) Amazon CloudWatch
11 1 (0.97%) Datadog
Communications & Networking
1 3 (2.91%) VPN
2 2 (1.94%) DNS
2 2 (1.94%) Firewall
2 2 (1.94%) HTTP
3 1 (0.97%) Internet
3 1 (0.97%) SMTP
3 1 (0.97%) TCP/IP
Database & Business Intelligence
1 79 (76.70%) Redis
2 43 (41.75%) MongoDB
3 41 (39.81%) MySQL
4 23 (22.33%) PostgreSQL
5 18 (17.48%) Apache Cassandra
6 16 (15.53%) NoSQL
7 15 (14.56%) Hadoop
7 15 (14.56%) Relational Database
8 12 (11.65%) Big Data
8 12 (11.65%) RDBMS
9 10 (9.71%) SQL Server
10 8 (7.77%) Bigtable
11 7 (6.80%) BigQuery
12 6 (5.83%) MariaDB
13 5 (4.85%) Amazon Redshift
14 3 (2.91%) HBase
15 2 (1.94%) Amazon DynamoDB
15 2 (1.94%) Couchbase
16 1 (0.97%) Hazelcast
16 1 (0.97%) Sqoop
Development Applications
1 33 (32.04%) Git (software)
2 20 (19.42%) Jenkins
3 8 (7.77%) Travis CI
4 7 (6.80%) PHPUnit
5 6 (5.83%) Vagrant
6 5 (4.85%) Cucumber
6 5 (4.85%) JIRA
6 5 (4.85%) Maven
6 5 (4.85%) Selenium
7 4 (3.88%) Atlassian Bamboo
7 4 (3.88%) JUnit
7 4 (3.88%) Mockito
7 4 (3.88%) TestNG
8 3 (2.91%) git-flow
9 2 (1.94%) Xdebug
10 1 (0.97%) Mocha
10 1 (0.97%) RStudio
10 1 (0.97%) SonarQube
10 1 (0.97%) WebDriver
10 1 (0.97%) Webistrano
General
1 22 (21.36%) Finance
2 17 (16.50%) Banking
3 13 (12.62%) Retail
4 11 (10.68%) Games
5 5 (4.85%) Advertising
6 1 (0.97%) Aerospace
6 1 (0.97%) Front Office
6 1 (0.97%) Investment Banking
6 1 (0.97%) Law
Job Titles
1 68 (66.02%) Developer
2 20 (19.42%) Senior Developer
3 19 (18.45%) Ruby on Rails Developer
4 16 (15.53%) PHP Developer
5 12 (11.65%) Python Developer
6 10 (9.71%) Consultant
6 10 (9.71%) Ruby Developer
7 9 (8.74%) Games Developer
7 9 (8.74%) Hybris Consultant
7 9 (8.74%) Senior PHP Developer
8 8 (7.77%) DevOps Engineer
8 8 (7.77%) Java Developer
8 8 (7.77%) MongoDB Developer
9 7 (6.80%) Architect
9 7 (6.80%) Full Stack Developer
9 7 (6.80%) Software Engineer
10 6 (5.83%) Django Developer
10 6 (5.83%) Python/Django Developer
10 6 (5.83%) Senior Ruby Developer
11 5 (4.85%) Developer/Software Engineer
Libraries, Frameworks & Software Standards
1 32 (31.07%) RabbitMQ
2 30 (29.13%) Kafka
2 30 (29.13%) Ruby on Rails
3 28 (27.18%) RESTful
4 25 (24.27%) HTML
5 24 (23.30%) CSS
6 21 (20.39%) Web Services
7 15 (14.56%) jQuery
8 12 (11.65%) HTML5
8 12 (11.65%) SOAP
9 11 (10.68%) CSS3
10 10 (9.71%) Node.js
10 10 (9.71%) REST
10 10 (9.71%) Symfony
11 9 (8.74%) Java EE
11 9 (8.74%) JSON
12 8 (7.77%) Action Cable
12 8 (7.77%) Sass
13 7 (6.80%) React
13 7 (6.80%) TensorFlow
Miscellaneous
1 21 (20.39%) Computer Science
2 9 (8.74%) Mobile App
3 6 (5.83%) Algorithms
3 6 (5.83%) Analytical Skills
3 6 (5.83%) Linux Command Line
3 6 (5.83%) Social Network
4 4 (3.88%) Clustering
4 4 (3.88%) NHS
5 2 (1.94%) Data Structures
5 2 (1.94%) Digital Media
5 2 (1.94%) Enterprise Software
5 2 (1.94%) iPhone
5 2 (1.94%) Oculus Rift
5 2 (1.94%) User Experience
6 1 (0.97%) Cloud Native
6 1 (0.97%) Enterprise Cloud
6 1 (0.97%) Greenfield Project
6 1 (0.97%) Public Cloud
6 1 (0.97%) Social Media
6 1 (0.97%) Xbox
Operating Systems
1 14 (13.59%) Linux
2 2 (1.94%) Android
2 2 (1.94%) Unix
2 2 (1.94%) Windows
3 1 (0.97%) Ubuntu
Processes & Methodologies
1 44 (42.72%) Agile Software Development
2 29 (28.16%) Software Engineering
3 23 (22.33%) Microservices
4 22 (21.36%) Problem-Solving
4 22 (21.36%) Refactoring
5 20 (19.42%) DevOps
6 19 (18.45%) Open Source
7 17 (16.50%) Unit Testing
8 16 (15.53%) Mentoring
9 14 (13.59%) Continuous Integration
9 14 (13.59%) Test Automation
10 13 (12.62%) Project Management
10 13 (12.62%) Scrum
11 12 (11.65%) High Availability
12 11 (10.68%) Integration Testing
13 10 (9.71%) Data Modelling
14 9 (8.74%) Artificial Intelligence
14 9 (8.74%) B2C
14 9 (8.74%) Kanban
15 8 (7.77%) Site Reliability Engineering
Programming Languages
1 50 (48.54%) Python
2 48 (46.60%) Java
3 35 (33.98%) Ruby
4 33 (32.04%) PHP
5 31 (30.10%) JavaScript
6 23 (22.33%) Go
7 14 (13.59%) SQL
8 13 (12.62%) Java 8
9 9 (8.74%) PHP 5
10 8 (7.77%) ActionScript
10 8 (7.77%) CoffeeScript
11 7 (6.80%) Bash Shell
12 6 (5.83%) Scala
13 5 (4.85%) C#
13 5 (4.85%) PHP 7
14 2 (1.94%) Objective-C
14 2 (1.94%) Perl
14 2 (1.94%) Shell Script
15 1 (0.97%) R
15 1 (0.97%) VB.NET
Qualifications
1 24 (23.30%) Degree
2 21 (20.39%) Computer Science Degree
3 4 (3.88%) AWS Certification
4 2 (1.94%) Sun Certification
5 1 (0.97%) Security Cleared
Quality Assurance & Compliance
1 4 (3.88%) GDPR
2 2 (1.94%) QA
3 1 (0.97%) SLA
System Software
1 30 (29.13%) Docker
2 4 (3.88%) Varnish
3 3 (2.91%) Virtual Machines
4 1 (0.97%) Apache ZooKeeper
4 1 (0.97%) GlusterFS
4 1 (0.97%) HDFS
4 1 (0.97%) KVM
4 1 (0.97%) VMware ESXi
Systems Management
1 23 (22.33%) Kubernetes
2 18 (17.48%) Terraform
3 13 (12.62%) Ansible
4 8 (7.77%) Kibana
5 7 (6.80%) Puppet
6 4 (3.88%) Packer
6 4 (3.88%) Salt
7 3 (2.91%) Opscode Chef
8 2 (1.94%) Docker Swarm
9 1 (0.97%) Capistrano
9 1 (0.97%) Hadoop YARN
9 1 (0.97%) HAProxy
9 1 (0.97%) Mesos
9 1 (0.97%) Nagios
9 1 (0.97%) Oozie
Vendors
1 21 (20.39%) Google
2 10 (9.71%) AppDynamics
3 9 (8.74%) Dynatrace
3 9 (8.74%) hybris
4 4 (3.88%) Oracle
5 3 (2.91%) PayPal
5 3 (2.91%) SAP
5 3 (2.91%) VMware
6 2 (1.94%) Microsoft
6 2 (1.94%) New Relic
7 1 (0.97%) Atlassian
7 1 (0.97%) Cloudera
7 1 (0.97%) Databricks
7 1 (0.97%) Facebook
7 1 (0.97%) Hortonworks
7 1 (0.97%) MapR
7 1 (0.97%) Salesforce.com
7 1 (0.97%) SaltStack
7 1 (0.97%) Zend