The following table provides summary statistics for permanent job vacancies 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 3 months to 26 May 2017 with a comparison to the same period in the previous 2 years.

Amazon Kinesis
UK
3 months to
26 May 2017
Same period 2016 Same period 2015
Rank 851 871 969
Rank change year-on-year +20 +98  
Permanent jobs citing Amazon Kinesis 36 54 4
As % of all permanent IT jobs advertised in the UK 0.041% 0.055% 0.004%
As % of the Cloud Services category 0.25% 0.47% 0.043%
Number of salaries quoted 33 46 4
Median salary £70,000 £73,750 £47,500
Median salary % change year-on-year -5.08% +55.26%  
90% offered a salary of more than £56,000 £50,000 £45,000
10% offered a salary of more than £86,000 £97,500 £50,000
UK excluding London median salary - £42,500 £47,500
% change year-on-year - -10.52%  

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

Cloud Computing Skills
UK
Permanent job vacancies with a requirement for cloud computing skills 14440 11506 9342
As % of all permanent IT job vacancies advertised in the UK 16.48% 11.71% 8.72%
Number of salaries quoted 12000 9704 7481
Median salary £52,500 £52,500 £50,000
Median salary % change year-on-year - +5.00%  
90% offered a salary of more than £32,500 £32,500 £30,000
10% offered a salary of more than £80,000 £75,000 £80,000
UK excluding London median salary £45,000 £45,000 £45,000

Amazon Kinesis
Job Vacancy Trend

The job posting trend of jobs advertised citing Amazon Kinesis as a proportion of all permanent or contract IT jobs with a match in the Cloud Services category.

Job vacancy trend for Amazon Kinesis in the UK

Amazon Kinesis
Salary Trend

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

Salary trend for Amazon Kinesis in the UK

Amazon Kinesis
Salary Histogram

The salary distribution of IT jobs citing Amazon Kinesis over the 3 months to 26 May 2017.

Salary histogram for Amazon Kinesis in the UK

Amazon Kinesis
Top 10 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Amazon Kinesis within the UK over the 3 months to 26 May 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +47 36 £70,000 -5.08% 12
London +32 33 £70,000 -6.66% 12
City of London +13 3 £55,000 -6.38% 4
North West -26 2 - -
Manchester - 2 - -
East of England +1 1 - -
Hammersmith - 1 £90,000 -
Bedfordshire - 1 - -
Salford - 1 - -
Luton - 1 - -

For the 6 months to 26 May 2017, IT jobs citing Amazon Kinesis also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads with a requirement for Amazon Kinesis.

1 75 (93.75%) Amazon AWS
2 62 (77.50%) Python
3 53 (66.25%) Apache Spark
4 46 (57.50%) Kafka
5 44 (55.00%) Amazon Redshift
6 42 (52.50%) Amazon EC2
7 40 (50.00%) Software Engineering
8 37 (46.25%) Analytics
9 34 (42.50%) Elasticsearch
10 32 (40.00%) Kibana
10 32 (40.00%) Scrapy
11 31 (38.75%) Amazon S3
12 30 (37.50%) SQL
12 30 (37.50%) Marketing
13 28 (35.00%) MySQL
13 28 (35.00%) Apache
13 28 (35.00%) Scala
13 28 (35.00%) GraphX
14 27 (33.75%) SOA
15 26 (32.50%) Java
16 24 (30.00%) Microservices
17 23 (28.75%) Big Data
17 23 (28.75%) SQL Server
17 23 (28.75%) PostgreSQL
18 21 (26.25%) Relational Database
18 21 (26.25%) Data Engineering
19 20 (25.00%) Business Intelligence
20 19 (23.75%) Agile Software Development
20 19 (23.75%) Docker
20 19 (23.75%) Serverless Framework

Amazon Kinesis
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 53 (66.25%) Apache Spark
2 34 (42.50%) Elasticsearch
3 28 (35.00%) Apache
4 17 (21.25%) Apache Airflow
5 5 (6.25%) Tomcat
6 4 (5.00%) Apache Qpid
6 4 (5.00%) Lightstreamer
6 4 (5.00%) WebORB
7 2 (2.50%) SAS
8 1 (1.25%) Apache Pig
8 1 (1.25%) Apache Solr
8 1 (1.25%) Confluence
Applications
1 4 (5.00%) Microsoft Excel
1 4 (5.00%) Microsoft PowerPoint
2 3 (3.75%) Spreadsheet
Cloud Services
1 75 (93.75%) Amazon AWS
2 42 (52.50%) Amazon EC2
3 31 (38.75%) Amazon S3
4 14 (17.50%) Amazon EMR
5 10 (12.50%) Amazon SQS
5 10 (12.50%) Microsoft Azure
6 8 (10.00%) AWS Lambda
7 6 (7.50%) AWS CloudFormation
8 4 (5.00%) Amazon ELB
8 4 (5.00%) CloudFront
9 3 (3.75%) Google Cloud Platform
10 2 (2.50%) AWS Elastic Beanstalk
10 2 (2.50%) Google Analytics
10 2 (2.50%) Virtual Private Cloud
11 1 (1.25%) Cloud Computing
11 1 (1.25%) SaaS
Communications & Networking
1 7 (8.75%) Internet
2 5 (6.25%) SSL
3 4 (5.00%) Firewall
3 4 (5.00%) TCP/IP
4 3 (3.75%) VoIP
5 1 (1.25%) Asterisk PBX
5 1 (1.25%) FTP
5 1 (1.25%) SAN
5 1 (1.25%) Wireless
Database & Business Intelligence
1 44 (55.00%) Amazon Redshift
2 28 (35.00%) MySQL
3 23 (28.75%) Big Data
3 23 (28.75%) PostgreSQL
3 23 (28.75%) SQL Server
4 21 (26.25%) Relational Database
5 18 (22.50%) Impala
5 18 (22.50%) MariaDB
6 17 (21.25%) OLAP
6 17 (21.25%) Presto
7 15 (18.75%) Hadoop
7 15 (18.75%) RDBMS
8 9 (11.25%) Amazon DynamoDB
9 7 (8.75%) Data Warehouse
9 7 (8.75%) NoSQL
10 6 (7.50%) MongoDB
11 4 (5.00%) Amazon RDS
11 4 (5.00%) Apache Cassandra
12 3 (3.75%) BigQuery
12 3 (3.75%) Qlik Sense
Development Applications
1 8 (10.00%) Jenkins
2 7 (8.75%) GoCD
3 6 (7.50%) Maven
4 5 (6.25%) Git (software)
4 5 (6.25%) Talend Open Studio
5 4 (5.00%) Eclipse
5 4 (5.00%) Subversion
5 4 (5.00%) Visual Studio
6 2 (2.50%) Selenium
7 1 (1.25%) JIRA
7 1 (1.25%) SonarQube
General
1 30 (37.50%) Marketing
2 5 (6.25%) Telecoms
3 3 (3.75%) Finance
4 2 (2.50%) Publishing
5 1 (1.25%) Law
5 1 (1.25%) Manufacturing
5 1 (1.25%) Retail
Job Titles
1 36 (45.00%) Software Engineer
2 33 (41.25%) Data Engineer
3 28 (35.00%) Python Software Engineer
4 19 (23.75%) AWS Engineer
5 15 (18.75%) AWS Software Engineer
6 14 (17.50%) JavaScript Engineer
7 12 (15.00%) Developer
8 11 (13.75%) Java Developer
9 7 (8.75%) AWS Developer
10 6 (7.50%) Big Data Engineer
10 6 (7.50%) DevOps Engineer
11 5 (6.25%) Cloud Developer
12 4 (5.00%) AWS DevOps
12 4 (5.00%) AWS DevOps Engineer
12 4 (5.00%) Senior Data Engineer
13 3 (3.75%) DevOps Administrator
13 3 (3.75%) Java Engineer
13 3 (3.75%) Java Software Engineer
13 3 (3.75%) Senior Java Engineer
13 3 (3.75%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 46 (57.50%) Kafka
2 32 (40.00%) Scrapy
3 28 (35.00%) GraphX
4 19 (23.75%) Serverless Framework
5 17 (21.25%) React
6 16 (20.00%) AngularJS
6 16 (20.00%) Flask
6 16 (20.00%) Node.js
7 11 (13.75%) RabbitMQ
8 6 (7.50%) Web Services
9 4 (5.00%) Akka
9 4 (5.00%) FpML
9 4 (5.00%) LAMP
9 4 (5.00%) ZeroMQ
10 3 (3.75%) D3.js
10 3 (3.75%) FIX Protocol
10 3 (3.75%) HTML
10 3 (3.75%) HTML5
11 2 (2.50%) Sass
11 2 (2.50%) Sensu
Miscellaneous
1 10 (12.50%) Greenfield Project
2 8 (10.00%) iPad
3 6 (7.50%) Analytical Skills
4 5 (6.25%) User Experience
5 3 (3.75%) Computer Science
5 3 (3.75%) Data Structures
5 3 (3.75%) Internet of Things
6 2 (2.50%) Social Media
7 1 (1.25%) Data Centre
7 1 (1.25%) Embedded Systems
7 1 (1.25%) Foreign Exchange (FX)
7 1 (1.25%) Hybrid Cloud
7 1 (1.25%) Mobile App
7 1 (1.25%) Smartphone
Operating Systems
1 16 (20.00%) Linux
2 4 (5.00%) Unix
3 2 (2.50%) VMS
4 1 (1.25%) CentOS
4 1 (1.25%) Data ONTAP
Processes & Methodologies
1 40 (50.00%) Software Engineering
2 37 (46.25%) Analytics
3 27 (33.75%) SOA
4 24 (30.00%) Microservices
5 21 (26.25%) Data Engineering
6 20 (25.00%) Business Intelligence
7 19 (23.75%) Agile Software Development
8 18 (22.50%) Data Analysis
8 18 (22.50%) Data Cleansing
9 16 (20.00%) DevOps
10 15 (18.75%) Test Automation
11 8 (10.00%) Customer Engagement
11 8 (10.00%) Open Source
12 7 (8.75%) Continuous Integration
12 7 (8.75%) ETL
13 6 (7.50%) High Availability
13 6 (7.50%) Machine Learning
14 5 (6.25%) BDD
14 5 (6.25%) Data Architecture
14 5 (6.25%) Data Extraction
Programming Languages
1 62 (77.50%) Python
2 30 (37.50%) SQL
3 28 (35.00%) Scala
4 26 (32.50%) Java
5 18 (22.50%) JavaScript
6 9 (11.25%) Ruby
7 8 (10.00%) C++
8 5 (6.25%) C#
9 4 (5.00%) Perl
9 4 (5.00%) PHP
10 3 (3.75%) C
11 2 (2.50%) Bash Shell
11 2 (2.50%) Erlang
11 2 (2.50%) R
Qualifications
1 7 (8.75%) AWS Certification
1 7 (8.75%) Degree
2 2 (2.50%) Master's Degree
Quality Assurance & Compliance
1 15 (18.75%) QA
2 13 (16.25%) Data Quality
3 4 (5.00%) ISO20022
4 2 (2.50%) ISO/IEC 27001
5 1 (1.25%) PCI DSS
System Software
1 19 (23.75%) Docker
2 2 (2.50%) Virtual Machines
3 1 (1.25%) Apache Flume
3 1 (1.25%) OpenSIPS
3 1 (1.25%) VMware Infrastructure
Systems Management
1 32 (40.00%) Kibana
2 8 (10.00%) Terraform
3 7 (8.75%) Ansible
4 6 (7.50%) Packer
5 5 (6.25%) Nagios
5 5 (6.25%) Puppet
6 4 (5.00%) Cacti
6 4 (5.00%) Munin
6 4 (5.00%) Opscode Chef
6 4 (5.00%) Salt
7 2 (2.50%) Grafana
7 2 (2.50%) Graphite
8 1 (1.25%) Kubernetes
8 1 (1.25%) Oozie
Vendors
1 17 (21.25%) Microsoft
2 14 (17.50%) Google
3 6 (7.50%) Facebook
3 6 (7.50%) Twitter
4 5 (6.25%) Talend
5 4 (5.00%) Cloudera
5 4 (5.00%) Tableau
6 3 (3.75%) Alteryx
6 3 (3.75%) Apple
6 3 (3.75%) SAP
6 3 (3.75%) TIBCO
6 3 (3.75%) Vertica
7 2 (2.50%) Adobe
7 2 (2.50%) Birst
7 2 (2.50%) Clarabridge
7 2 (2.50%) Informatica
7 2 (2.50%) Jaspersoft
7 2 (2.50%) Omniture
7 2 (2.50%) Trillium
8 1 (1.25%) VMware
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