Period
to 20 November 2018

The following table provides summary statistics for permanent job vacancies with a requirement for Amazon ElastiCache skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Amazon ElastiCache over the 6 months to 20 November 2018 with a comparison to the same period in the previous 2 years.

Amazon AWS ElastiCache
UK
6 months to
20 Nov 2018
Same period 2017 Same period 2016
Rank 1050 1117 1190
Rank change year-on-year +67 +73 +97
Permanent jobs citing Amazon ElastiCache 91 89 45
As % of all permanent IT jobs advertised in the UK 0.056% 0.049% 0.024%
As % of the Cloud Services category 0.23% 0.26% 0.18%
Number of salaries quoted 77 69 42
UK median annual salary £60,000 £60,000 £56,750
Median salary % change year-on-year - +5.73% +8.10%
10th Percentile £40,000 £45,000 £35,000
90th Percentile £78,750 £88,500 £64,750
UK excluding London median annual salary £55,000 £52,500 £52,500
% change year-on-year +4.76% - -

Amazon ElastiCache is in the Cloud Services category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for cloud computing skills.

All Cloud Skills
UK
Permanent vacancies with a requirement for cloud computing skills 39,447 34,001 24,598
As % of all permanent IT jobs advertised in the UK 24.18% 18.90% 13.15%
Number of salaries quoted 31,681 27,970 20,686
UK median annual salary £55,000 £51,500 £50,000
Median salary % change year-on-year +6.80% +3.00% -
10th Percentile £29,900 £27,500 £28,500
90th Percentile £85,000 £80,000 £80,000
UK excluding London median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +5.88%

Amazon ElastiCache
Job Vacancy Trend

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

Job vacancy trend for Amazon ElastiCache in the UK

Amazon ElastiCache
Salary Trend

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

Salary trend for Amazon ElastiCache in the UK

Amazon ElastiCache
Salary Histogram

The salary distribution of IT jobs citing Amazon ElastiCache over the 6 months to 20 November 2018.

Salary histogram for Amazon ElastiCache in the UK

Amazon ElastiCache
Top 11 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Amazon ElastiCache within the UK over the 6 months to 20 November 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 +50 86 £60,000 -4.00% 22
UK excluding London +80 47 £55,000 +4.76% 9
London +45 43 £70,000 - 14
South East +31 14 £43,750 - 2
South West +12 12 £55,000 +10.00% 2
North of England +8 11 £52,500 - 1
North West +4 11 £52,500 - 1
West Midlands +39 6 £60,000 +9.09% 1
Midlands +39 6 £60,000 +9.09% 1
Wales +9 2 £40,000 -20.00% 1
Scotland - 2 £55,000 -

For the 6 months to 20 November 2018, IT jobs citing Amazon ElastiCache 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 Amazon ElastiCache.

1 85 (93.41%) Amazon AWS
2 69 (75.82%) Amazon EC2
3 57 (62.64%) Linux
4 56 (61.54%) DevOps
5 52 (57.14%) Python
6 50 (54.95%) Java
7 48 (52.75%) JavaScript
8 47 (51.65%) Amazon RDS
9 43 (47.25%) SQL
10 42 (46.15%) Agile Software Development
10 42 (46.15%) Amazon S3
10 42 (46.15%) Serverless
11 40 (43.96%) AWS Lambda
11 40 (43.96%) HTML
11 40 (43.96%) MySQL
12 38 (41.76%) AWS CloudFormation
13 36 (39.56%) Ansible
14 34 (37.36%) Terraform
14 34 (37.36%) Node.js
15 33 (36.26%) SQL Server
16 32 (35.16%) Web Services
17 31 (34.07%) Redis
18 30 (32.97%) JIRA
19 29 (31.87%) Microsoft Azure
19 29 (31.87%) REST
19 29 (31.87%) Elasticsearch
19 29 (31.87%) Amazon ELB
20 28 (30.77%) Jenkins
20 28 (30.77%) CSS
20 28 (30.77%) Docker

Amazon ElastiCache
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 29 (31.87%) Elasticsearch
2 17 (18.68%) nginx
3 14 (15.38%) Confluence
4 8 (8.79%) Tomcat
5 6 (6.59%) Apache
5 6 (6.59%) Apache Pig
5 6 (6.59%) Apache Spark
6 5 (5.49%) OpenStack
7 4 (4.40%) WildFly
8 3 (3.30%) CMS
9 2 (2.20%) Drupal
10 1 (1.10%) Blackberry Enterprise Server
Applications
1 5 (5.49%) Microsoft Excel
1 5 (5.49%) Microsoft PowerPoint
Business Applications
1 5 (5.49%) Remedy ITSM
2 3 (3.30%) Salesforce.com CRM
Cloud Services
1 85 (93.41%) Amazon AWS
2 69 (75.82%) Amazon EC2
3 42 (46.15%) Amazon S3
3 42 (46.15%) Serverless
4 40 (43.96%) AWS Lambda
5 38 (41.76%) AWS CloudFormation
6 29 (31.87%) Amazon ELB
6 29 (31.87%) Microsoft Azure
7 27 (29.67%) Route 53
8 24 (26.37%) GitHub
8 24 (26.37%) Virtual Private Cloud
9 21 (23.08%) AWS Elastic Beanstalk
10 19 (20.88%) CloudFront
11 18 (19.78%) SaaS
12 16 (17.58%) Amazon CloudWatch
13 14 (15.38%) Amazon Kinesis
13 14 (15.38%) IaaS
14 13 (14.29%) Amazon SQS
15 10 (10.99%) AWS CodePipeline
16 6 (6.59%) SoftLayer
Communications & Networking
1 20 (21.98%) Firewall
1 20 (21.98%) HTTP
2 15 (16.48%) VPN
3 12 (13.19%) TCP/IP
4 11 (12.09%) Internet
5 4 (4.40%) Kerberos
5 4 (4.40%) SNMP
5 4 (4.40%) SSL
6 3 (3.30%) AMQP
6 3 (3.30%) DNS
7 1 (1.10%) Network Security
Database & Business Intelligence
1 47 (51.65%) Amazon RDS
2 40 (43.96%) MySQL
3 33 (36.26%) SQL Server
4 31 (34.07%) Redis
5 23 (25.27%) Amazon DynamoDB
6 18 (19.78%) NoSQL
7 15 (16.48%) PostgreSQL
7 15 (16.48%) Relational Database
8 12 (13.19%) Amazon Aurora
8 12 (13.19%) Big Data
9 11 (12.09%) Event Store
10 9 (9.89%) Data Warehouse
11 7 (7.69%) Apache Cassandra
12 6 (6.59%) Amazon Redshift
12 6 (6.59%) Apache Hive
13 4 (4.40%) MongoDB
14 3 (3.30%) Amazon QuickSight
14 3 (3.30%) Hazelcast
14 3 (3.30%) Pentaho
14 3 (3.30%) SQL Server Reporting Services
Development Applications
1 30 (32.97%) JIRA
2 28 (30.77%) Jenkins
3 14 (15.38%) Eclipse
4 12 (13.19%) Liquibase
4 12 (13.19%) Maven
5 11 (12.09%) Git (software)
5 11 (12.09%) Octopus Deploy
5 11 (12.09%) TeamCity
6 8 (8.79%) Cucumber
7 7 (7.69%) GitLab
8 4 (4.40%) Atlassian Bamboo
8 4 (4.40%) JUnit
8 4 (4.40%) Sonatype Nexus
8 4 (4.40%) Subversion
8 4 (4.40%) Vagrant
9 3 (3.30%) Gatling
9 3 (3.30%) JMeter
9 3 (3.30%) SpecFlow
10 2 (2.20%) Checkstyle
11 1 (1.10%) Selenium
General
1 8 (8.79%) Finance
2 4 (4.40%) Retail
3 2 (2.20%) Electronics
3 2 (2.20%) Manufacturing
3 2 (2.20%) Marketing
3 2 (2.20%) Publishing
3 2 (2.20%) Telecoms
Job Titles
1 30 (32.97%) Developer
2 28 (30.77%) DevOps Engineer
3 22 (24.18%) Java Developer
4 21 (23.08%) Senior Developer
5 20 (21.98%) Senior Java Developer
6 17 (18.68%) AWS DevOps
7 13 (14.29%) AWS Engineer
8 11 (12.09%) Azure DevOps
9 9 (9.89%) Linux Engineer
9 9 (9.89%) Senior DevOps
9 9 (9.89%) Senior DevOps Engineer
10 8 (8.79%) Lead DevOps
10 8 (8.79%) Lead DevOps Engineer
11 6 (6.59%) Architect
11 6 (6.59%) AWS Developer
11 6 (6.59%) AWS DevOps Engineer
12 5 (5.49%) Junior
12 5 (5.49%) PHP Developer
12 5 (5.49%) Senior Linux Engineer
12 5 (5.49%) Web Developer
Libraries, Frameworks & Software Standards
1 40 (43.96%) HTML
2 34 (37.36%) Node.js
3 32 (35.16%) Web Services
4 29 (31.87%) REST
5 28 (30.77%) CSS
6 23 (25.27%) Spring
7 21 (23.08%) jQuery
8 20 (21.98%) JSON
9 19 (20.88%) AngularJS
10 18 (19.78%) Spring MVC
11 16 (17.58%) RabbitMQ
12 15 (16.48%) .NET
12 15 (16.48%) Ajax
12 15 (16.48%) Elastic Stack
13 14 (15.38%) Middleware
14 12 (13.19%) OSGi
14 12 (13.19%) RESTful
15 11 (12.09%) .NET Framework
15 11 (12.09%) ASP.NET
15 11 (12.09%) J2EE
Miscellaneous
1 15 (16.48%) Analytical Skills
2 13 (14.29%) Computer Science
3 11 (12.09%) Clustering
3 11 (12.09%) Replication
4 9 (9.89%) Enterprise Software
5 5 (5.49%) Algorithms
5 5 (5.49%) Public Cloud
6 4 (4.40%) Private Cloud
7 3 (3.30%) Data Centre
8 2 (2.20%) Blog
8 2 (2.20%) Enterprise Cloud
9 1 (1.10%) Linux Command Line
9 1 (1.10%) Over-the-Top Content
9 1 (1.10%) Self-Motivation
9 1 (1.10%) Video on Demand
Operating Systems
1 57 (62.64%) Linux
2 21 (23.08%) CentOS
3 18 (19.78%) Windows
4 15 (16.48%) Ubuntu
5 6 (6.59%) Red Hat Enterprise Linux
6 5 (5.49%) Amazon Linux
6 5 (5.49%) Android
6 5 (5.49%) Apple iOS
6 5 (5.49%) Mac OS X
7 2 (2.20%) Fedora
Processes & Methodologies
1 56 (61.54%) DevOps
2 42 (46.15%) Agile Software Development
3 26 (28.57%) Continuous Integration
4 25 (27.47%) Software Engineering
5 21 (23.08%) High Availability
6 20 (21.98%) SDLC
7 19 (20.88%) Configuration Management
8 18 (19.78%) MVC
9 17 (18.68%) Scrum
10 16 (17.58%) Microservices
10 16 (17.58%) Problem-Solving
11 14 (15.38%) Continuous Delivery
11 14 (15.38%) TDD
12 13 (14.29%) Web Development
13 12 (13.19%) Code Coverage
13 12 (13.19%) Integration Testing
13 12 (13.19%) OO
14 11 (12.09%) Change Management
14 11 (12.09%) SIEM
14 11 (12.09%) Unit Testing
Programming Languages
1 52 (57.14%) Python
2 50 (54.95%) Java
3 48 (52.75%) JavaScript
4 43 (47.25%) SQL
5 23 (25.27%) Ruby
6 18 (19.78%) C#
6 18 (19.78%) PHP
7 14 (15.38%) Go
8 13 (14.29%) PowerShell
9 11 (12.09%) T-SQL
10 10 (10.99%) Bash Shell
11 8 (8.79%) Shell Script
12 6 (6.59%) C++
12 6 (6.59%) R
13 5 (5.49%) Apple Swift
13 5 (5.49%) C
13 5 (5.49%) Scala
14 4 (4.40%) Java 8
15 2 (2.20%) ES6
15 2 (2.20%) ES7
Qualifications
1 13 (14.29%) Degree
2 12 (13.19%) Computer Science Degree
3 7 (7.69%) AWS Certification
4 5 (5.49%) DBS Check
4 5 (5.49%) ISEB
5 3 (3.30%) ITIL Certification
5 3 (3.30%) TOGAF Certification
6 2 (2.20%) Master's Degree
Quality Assurance & Compliance
1 20 (21.98%) QA
2 6 (6.59%) SLA
3 2 (2.20%) Web Application Security Consortium
System Software
1 28 (30.77%) Docker
2 11 (12.09%) Hyper-V
3 5 (5.49%) Active Directory
4 4 (4.40%) VMware Infrastructure
4 4 (4.40%) VMware Server
5 2 (2.20%) HDFS
6 1 (1.10%) Varnish
Systems Management
1 36 (39.56%) Ansible
2 34 (37.36%) Terraform
3 25 (27.47%) Puppet
4 24 (26.37%) Kubernetes
4 24 (26.37%) Opscode Chef
5 18 (19.78%) Packer
6 11 (12.09%) Kibana
6 11 (12.09%) logstash
7 10 (10.99%) Mesos
7 10 (10.99%) Single Sign-On
8 7 (7.69%) Grafana
8 7 (7.69%) Salt
8 7 (7.69%) ZABBIX
9 6 (6.59%) Oozie
9 6 (6.59%) rkt
10 5 (5.49%) Docker Swarm
10 5 (5.49%) Prometheus
11 4 (4.40%) Nagios
11 4 (4.40%) Rancher
11 4 (4.40%) Xymon
Vendors
1 19 (20.88%) Atlassian
2 15 (16.48%) VMware
3 10 (10.99%) Red Hat
4 6 (6.59%) IBM
5 5 (5.49%) Microsoft
5 5 (5.49%) Remedy
6 4 (4.40%) Oracle
7 3 (3.30%) Birst
7 3 (3.30%) New Relic
7 3 (3.30%) Salesforce.com
7 3 (3.30%) SaltStack
8 2 (2.20%) Cognizant
8 2 (2.20%) SAP
9 1 (1.10%) Cadence
9 1 (1.10%) Google
9 1 (1.10%) Splunk