Period
to 24 February 2018

The following table provides summary statistics for permanent job vacancies advertised in London with a requirement for Amazon Kinesis skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Amazon Kinesis over the 6 months to 24 February 2018 with a comparison to the same period in the previous 2 years.

Amazon Kinesis
England > London
6 months to
24 Feb 2018
Same period 2017 Same period 2016
Rank 721 759 855
Rank change year-on-year +38 +96 +47
Permanent jobs citing Amazon Kinesis 103 65 46
As % of all permanent IT jobs advertised in London 0.15% 0.093% 0.054%
As % of the Cloud Services category 0.63% 0.57% 0.44%
Number of salaries quoted 91 62 42
London median annual salary £75,000 £66,250 £52,000
Median salary % change year-on-year +13.21% +27.40% +1.46%
10th Percentile £52,500 £52,500 £45,000
90th Percentile £115,000 £88,625 £92,500
England median annual salary £70,000 £65,000 £50,000
% change year-on-year +7.69% +30.00% -2.44%

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

All Cloud Skills
London
Permanent vacancies with a requirement for cloud computing skills 16,327 11,346 10,418
As % of all permanent IT jobs advertised in London 23.45% 16.24% 12.13%
Number of salaries quoted 13,784 9,697 8,935
London median annual salary £60,000 £60,000 £55,000
Median salary % change year-on-year - +9.09% -
10th Percentile £35,000 £33,750 £32,500
90th Percentile £90,000 £86,250 £85,000
England median annual salary £52,500 £51,000 £50,000
% change year-on-year +2.94% +2.00% +5.26%

Amazon Kinesis
Job Vacancy Trend in London

Job postings citing Amazon Kinesis as a percentage of all IT jobs advertised in London.

Job vacancy trend for Amazon Kinesis in London

Amazon Kinesis
Salary Trend in London

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

Salary trend for Amazon Kinesis in London

Amazon Kinesis
Salary Histogram in London

The salary distribution of IT jobs citing Amazon Kinesis in London over the 6 months to 24 February 2018.

Salary histogram for Amazon Kinesis in London

Amazon Kinesis
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Amazon Kinesis within the London region over the 6 months to 24 February 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
Central London -27 19 £80,000 +23.08% 4
West London +19 8 £95,000 +72.73%
East London - 5 £110,000 - 3
Amazon Kinesis
England

For the 6 months to 24 February 2018, IT jobs citing Amazon Kinesis 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 across the London region with a requirement for Amazon Kinesis.

1 91 (88.35%) Amazon AWS
2 56 (54.37%) Java
3 53 (51.46%) Python
4 52 (50.49%) Apache Spark
5 49 (47.57%) Big Data
6 46 (44.66%) Amazon Redshift
7 44 (42.72%) AWS Lambda
8 43 (41.75%) Serverless
9 42 (40.78%) Scala
10 39 (37.86%) Kafka
11 38 (36.89%) DevOps
12 36 (34.95%) Machine Learning
12 36 (34.95%) Software Engineering
13 35 (33.98%) Docker
14 33 (32.04%) Data Science
15 30 (29.13%) Amazon EMR
15 30 (29.13%) Amazon EC2
15 30 (29.13%) Amazon S3
16 29 (28.16%) Apache Cassandra
16 29 (28.16%) Amazon DynamoDB
16 29 (28.16%) Hadoop
17 28 (27.18%) ETL
17 28 (27.18%) Terraform
18 27 (26.21%) SQL
18 27 (26.21%) Analytics
19 25 (24.27%) Agile Software Development
20 24 (23.30%) Microservices
20 24 (23.30%) NoSQL
21 23 (22.33%) Data Engineering
21 23 (22.33%) Route 53

Amazon Kinesis
Co-occurring IT Skills in London 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 52 (50.49%) Apache Spark
2 13 (12.62%) Elasticsearch
3 12 (11.65%) SAS
4 8 (7.77%) Apache Solr
5 7 (6.80%) Apache
5 7 (6.80%) Jetty
5 7 (6.80%) nginx
6 5 (4.85%) Apache Airflow
7 1 (0.97%) Alfresco
7 1 (0.97%) Apache Pig
7 1 (0.97%) Luigi
Applications
1 12 (11.65%) SPSS
2 1 (0.97%) HipChat
Cloud Services
1 91 (88.35%) Amazon AWS
2 44 (42.72%) AWS Lambda
3 43 (41.75%) Serverless
4 30 (29.13%) Amazon EC2
4 30 (29.13%) Amazon EMR
4 30 (29.13%) Amazon S3
5 23 (22.33%) Route 53
5 23 (22.33%) Virtual Private Cloud
6 21 (20.39%) Amazon CloudWatch
6 21 (20.39%) Amazon SQS
6 21 (20.39%) AWS CloudTrail
7 17 (16.50%) AWS CloudFormation
8 16 (15.53%) GitHub
9 14 (13.59%) Google Cloud Platform
10 9 (8.74%) CloudFront
11 8 (7.77%) Amazon ElastiCache
11 8 (7.77%) Microsoft Azure
12 7 (6.80%) Slack
13 6 (5.83%) Azure Active Directory
13 6 (5.83%) SaaS
Communications & Networking
1 14 (13.59%) VPN
2 2 (1.94%) AMQP
3 1 (0.97%) DNS
3 1 (0.97%) Firewall
3 1 (0.97%) SMS
3 1 (0.97%) Software-Defined Networking
Database & Business Intelligence
1 49 (47.57%) Big Data
2 46 (44.66%) Amazon Redshift
3 29 (28.16%) Amazon DynamoDB
3 29 (28.16%) Apache Cassandra
3 29 (28.16%) Hadoop
4 24 (23.30%) NoSQL
5 23 (22.33%) Data Warehouse
6 20 (19.42%) MongoDB
7 19 (18.45%) HBase
8 14 (13.59%) Data Lake
9 13 (12.62%) Amazon Athena
10 12 (11.65%) BigQuery
10 12 (11.65%) Data Mining
10 12 (11.65%) SAS Visual Analytics
10 12 (11.65%) Spotfire
11 10 (9.71%) Apache Hive
11 10 (9.71%) PostgreSQL
12 9 (8.74%) Amazon RDS
12 9 (8.74%) MySQL
13 8 (7.77%) Impala
Development Applications
1 13 (12.62%) Jenkins
2 7 (6.80%) GoCD
2 7 (6.80%) Gradle
2 7 (6.80%) Travis CI
3 3 (2.91%) webpack
4 2 (1.94%) Atlassian Bamboo
4 2 (1.94%) Selenium
4 2 (1.94%) Vagrant
5 1 (0.97%) Babel
5 1 (0.97%) Bower
5 1 (0.97%) CircleCI
5 1 (0.97%) Git (software)
5 1 (0.97%) Grunt
5 1 (0.97%) JUnit
5 1 (0.97%) Maven
5 1 (0.97%) Mocha
5 1 (0.97%) Sonatype Nexus
General
1 9 (8.74%) Finance
2 4 (3.88%) Advertising
3 3 (2.91%) Banking
4 1 (0.97%) Games
4 1 (0.97%) Marketing
4 1 (0.97%) Telecoms
Job Titles
1 26 (25.24%) DevOps Engineer
2 24 (23.30%) AWS Engineer
2 24 (23.30%) Data Engineer
3 18 (17.48%) Software Engineer
4 16 (15.53%) AWS DevOps
4 16 (15.53%) AWS DevOps Engineer
5 10 (9.71%) Big Data Engineer
6 7 (6.80%) Developer
6 7 (6.80%) Java Engineer
7 6 (5.83%) AWS Software Engineer
7 6 (5.83%) Cloud Engineer
7 6 (5.83%) Cloud Software Engineer
7 6 (5.83%) Development Engineer
7 6 (5.83%) Machine Learning Engineer
8 5 (4.85%) Data Science Engineer
8 5 (4.85%) Java Software Engineer
8 5 (4.85%) JavaScript Engineer
8 5 (4.85%) Senior Data Engineer
8 5 (4.85%) Software Development Engineer
9 4 (3.88%) Python Software Engineer
Libraries, Frameworks & Software Standards
1 39 (37.86%) Kafka
2 21 (20.39%) Node.js
3 20 (19.42%) React
4 18 (17.48%) HTML
4 18 (17.48%) HTML5
5 17 (16.50%) Web Services
6 13 (12.62%) AngularJS
7 12 (11.65%) CSS
7 12 (11.65%) D3.js
8 10 (9.71%) Spring
9 9 (8.74%) RabbitMQ
9 9 (8.74%) RESTful
10 8 (7.77%) Django
10 8 (7.77%) Elastic Stack
11 7 (6.80%) Akka
12 6 (5.83%) Flask
13 5 (4.85%) Spark Streaming
13 5 (4.85%) Spring Boot
14 4 (3.88%) Sass
15 3 (2.91%) Hibernate
Miscellaneous
1 14 (13.59%) User Experience
2 8 (7.77%) Social Media
2 8 (7.77%) Tandem
3 7 (6.80%) Cloud Native
3 7 (6.80%) Computer Science
4 6 (5.83%) Algorithms
4 6 (5.83%) Digital TV
5 5 (4.85%) BBC
5 5 (4.85%) STB
6 4 (3.88%) Mobile App
7 3 (2.91%) Fintech
8 2 (1.94%) Management Information System
9 1 (0.97%) Client/Server
9 1 (0.97%) Data Centre
9 1 (0.97%) Derivative
9 1 (0.97%) Greenfield Project
9 1 (0.97%) Infotainment
9 1 (0.97%) Linux Command Line
9 1 (0.97%) Public Cloud
9 1 (0.97%) Virtual Team
Operating Systems
1 15 (14.56%) Linux
2 10 (9.71%) Unix
3 4 (3.88%) CentOS
3 4 (3.88%) Ubuntu
4 1 (0.97%) Android
4 1 (0.97%) Apple iOS
Processes & Methodologies
1 38 (36.89%) DevOps
2 36 (34.95%) Machine Learning
2 36 (34.95%) Software Engineering
3 33 (32.04%) Data Science
4 28 (27.18%) ETL
5 27 (26.21%) Analytics
6 25 (24.27%) Agile Software Development
7 24 (23.30%) Microservices
8 23 (22.33%) Data Engineering
9 19 (18.45%) Auto-Scaling
10 17 (16.50%) Data Analysis
11 15 (14.56%) Open Source
12 14 (13.59%) Continuous Improvement
12 14 (13.59%) Load Balancing
12 14 (13.59%) Web Development
13 13 (12.62%) Data Analytics
13 13 (12.62%) Statistics
13 13 (12.62%) Visualisation
14 12 (11.65%) Master Data Management
14 12 (11.65%) Visual Analytics
Programming Languages
1 56 (54.37%) Java
2 53 (51.46%) Python
3 42 (40.78%) Scala
4 27 (26.21%) SQL
5 22 (21.36%) JavaScript
6 19 (18.45%) R
7 16 (15.53%) C++
8 14 (13.59%) Go
9 11 (10.68%) C#
10 8 (7.77%) Ruby
11 6 (5.83%) Clojure
12 4 (3.88%) PHP
13 3 (2.91%) Bash Shell
14 2 (1.94%) C
15 1 (0.97%) ES6
15 1 (0.97%) Kotlin
15 1 (0.97%) Perl
15 1 (0.97%) Rust
15 1 (0.97%) Shell Script
15 1 (0.97%) T-SQL
Qualifications
1 20 (19.42%) AWS Certification
2 7 (6.80%) Degree
3 5 (4.85%) PhD
Quality Assurance & Compliance
1 12 (11.65%) Data Quality
2 2 (1.94%) GCP
2 2 (1.94%) QA
3 1 (0.97%) GDPR
System Software
1 35 (33.98%) Docker
2 8 (7.77%) HDFS
3 6 (5.83%) Virtual Machines
4 1 (0.97%) LXC
Systems Management
1 28 (27.18%) Terraform
2 18 (17.48%) Ansible
3 9 (8.74%) Mesos
4 8 (7.77%) Hadoop YARN
4 8 (7.77%) Kubernetes
5 4 (3.88%) Opscode Chef
6 3 (2.91%) Puppet
7 2 (1.94%) Grafana
7 2 (1.94%) linkerd
8 1 (0.97%) Graphite
8 1 (0.97%) Packer
Vendors
1 18 (17.48%) Cloudera
2 13 (12.62%) Talend
3 12 (11.65%) Alteryx
3 12 (11.65%) Google
3 12 (11.65%) Informatica
3 12 (11.65%) Netezza
3 12 (11.65%) Oracle
3 12 (11.65%) Tableau
3 12 (11.65%) Teradata
4 6 (5.83%) Databricks
5 5 (4.85%) Arqiva
5 5 (4.85%) BT
5 5 (4.85%) Hortonworks
5 5 (4.85%) MapR
6 4 (3.88%) Red Hat
7 2 (1.94%) Salesforce.com
8 1 (0.97%) Microsoft