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 29 March 2017 with a comparison to the same period in the previous 2 years.

Amazon Kinesis
UK
3 months to
29 Mar 2017
Same period 2016 Same period 2015
Rank 808 891 945
Rank change year-on-year +83 +54  
Permanent jobs citing Amazon Kinesis 44 59 9
As % of all permanent IT jobs advertised in the UK 0.052% 0.057% 0.008%
As % of the Cloud Services category 0.35% 0.50% 0.10%
Number of salaries quoted 35 34 9
Median salary £70,000 £70,000 £45,000
Median salary % change year-on-year - +55.55%  
UK excluding London median salary £57,500 £42,500 £46,250
% change year-on-year +35.29% -8.10%  

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 12574 11750 8944
As % of all permanent IT job vacancies advertised in the UK 14.72% 11.25% 8.35%
Number of salaries quoted 10494 9861 7121
Median salary £50,000 £50,000 £50,000
90% offered a salary of more than £30,500 £31,000 £30,000
10% offered a salary of more than £77,500 £72,500 £77,500
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 29 March 2017.

Salary histogram for Amazon Kinesis in the UK

Amazon Kinesis
Top 6 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 29 March 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 +59 44 £70,000 - 9
London +68 34 £70,000 -12.50% 9
Manchester - 10 £57,500 -
North West - 10 £57,500 -
City of London +35 3 £62,500 +8.69% 3
Salford - 2 - -

For the 6 months to 29 March 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 70 (94.59%) Amazon AWS
2 56 (75.68%) Python
3 42 (56.76%) Amazon Redshift
4 40 (54.05%) Apache Spark
4 40 (54.05%) Amazon EC2
5 35 (47.30%) Big Data
6 33 (44.59%) Amazon S3
6 33 (44.59%) Analytics
7 31 (41.89%) Java
8 30 (40.54%) Kafka
9 28 (37.84%) Scala
10 27 (36.49%) Software Engineering
11 26 (35.14%) Amazon EMR
11 26 (35.14%) Elasticsearch
12 25 (33.78%) Agile Software Development
13 21 (28.38%) SQL
13 21 (28.38%) SOA
14 20 (27.03%) Marketing
14 20 (27.03%) Scrapy
14 20 (27.03%) Kibana
15 19 (25.68%) Docker
15 19 (25.68%) DevOps
15 19 (25.68%) Amazon DynamoDB
15 19 (25.68%) MySQL
15 19 (25.68%) Business Intelligence
16 18 (24.32%) SQL Server
16 18 (24.32%) PostgreSQL
16 18 (24.32%) Microservices
17 17 (22.97%) Apache
17 17 (22.97%) GraphX

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 40 (54.05%) Apache Spark
2 26 (35.14%) Elasticsearch
3 17 (22.97%) Apache
4 11 (14.86%) Apache Airflow
5 4 (5.41%) Apache Qpid
5 4 (5.41%) Lightstreamer
5 4 (5.41%) WebORB
6 3 (4.05%) Tomcat
7 2 (2.70%) JBoss
7 2 (2.70%) SAS
8 1 (1.35%) Apache Pig
8 1 (1.35%) Confluence
Applications
1 5 (6.76%) MS Excel
2 4 (5.41%) MS PowerPoint
3 3 (4.05%) Spreadsheet
Cloud Services
1 70 (94.59%) Amazon AWS
2 40 (54.05%) Amazon EC2
3 33 (44.59%) Amazon S3
4 26 (35.14%) Amazon EMR
5 13 (17.57%) AWS Lambda
6 12 (16.22%) Amazon SQS
7 10 (13.51%) Microsoft Azure
8 7 (9.46%) Amazon ELB
8 7 (9.46%) AWS Elastic Beanstalk
8 7 (9.46%) Route 53
8 7 (9.46%) Virtual Private Cloud
9 6 (8.11%) AWS CloudFormation
10 4 (5.41%) CloudFront
11 3 (4.05%) Google Cloud Platform
12 2 (2.70%) Google Analytics
13 1 (1.35%) Cloud Computing
13 1 (1.35%) SaaS
Communications & Networking
1 7 (9.46%) Internet
2 5 (6.76%) Firewall
2 5 (6.76%) SSL
3 4 (5.41%) TCP/IP
4 1 (1.35%) Asterisk PBX
4 1 (1.35%) DNS
4 1 (1.35%) FTP
4 1 (1.35%) SAN
4 1 (1.35%) Software-Defined Networking
4 1 (1.35%) VoIP
4 1 (1.35%) Wireless
Database & Business Intelligence
1 42 (56.76%) Amazon Redshift
2 35 (47.30%) Big Data
3 19 (25.68%) Amazon DynamoDB
3 19 (25.68%) MySQL
4 18 (24.32%) PostgreSQL
4 18 (24.32%) SQL Server
5 15 (20.27%) NoSQL
5 15 (20.27%) Relational Database
6 13 (17.57%) Hadoop
6 13 (17.57%) MongoDB
7 12 (16.22%) RDBMS
8 11 (14.86%) Impala
8 11 (14.86%) MariaDB
8 11 (14.86%) OLAP
8 11 (14.86%) Presto
9 6 (8.11%) Data Warehouse
10 5 (6.76%) Amazon RDS
11 3 (4.05%) Apache Hive
11 3 (4.05%) BigQuery
11 3 (4.05%) Pentaho
Development Applications
1 10 (13.51%) Jenkins
2 7 (9.46%) GoCD
3 6 (8.11%) Maven
4 5 (6.76%) Talend Open Studio
5 4 (5.41%) Eclipse
5 4 (5.41%) Visual Studio
6 3 (4.05%) Git (software)
7 1 (1.35%) JIRA
7 1 (1.35%) Selenium
7 1 (1.35%) SonarQube
General
1 20 (27.03%) Marketing
2 6 (8.11%) Games
3 4 (5.41%) Finance
4 2 (2.70%) Legal
4 2 (2.70%) Music Industry
4 2 (2.70%) Publishing
5 1 (1.35%) Law
5 1 (1.35%) Manufacturing
5 1 (1.35%) Retail
5 1 (1.35%) Telecoms
Job Titles
1 27 (36.49%) Data Engineer
2 24 (32.43%) Software Engineer
3 18 (24.32%) Python Software Engineer
4 15 (20.27%) Developer
5 14 (18.92%) Java Developer
6 11 (14.86%) AWS Developer
6 11 (14.86%) AWS Engineer
7 10 (13.51%) Big Data Engineer
8 9 (12.16%) AWS Software Engineer
8 9 (12.16%) DevOps Engineer
8 9 (12.16%) JavaScript Engineer
9 5 (6.76%) Cloud Developer
10 4 (5.41%) Project Leader
10 4 (5.41%) Senior Developer
10 4 (5.41%) Senior Java Developer
11 3 (4.05%) Operations Engineer
11 3 (4.05%) Scala Software Engineer
11 3 (4.05%) Senior Data Engineer
12 2 (2.70%) Apache Spark Developer
12 2 (2.70%) Senior Scala Developer
Libraries, Frameworks & Software Standards
1 30 (40.54%) Kafka
2 20 (27.03%) Scrapy
3 17 (22.97%) GraphX
4 15 (20.27%) Web Services
5 12 (16.22%) AngularJS
5 12 (16.22%) Node.js
6 11 (14.86%) RabbitMQ
7 10 (13.51%) React
8 9 (12.16%) Flask
9 8 (10.81%) Serverless Framework
10 6 (8.11%) Akka
11 4 (5.41%) FpML
11 4 (5.41%) HTML
11 4 (5.41%) HTML5
11 4 (5.41%) ZeroMQ
12 3 (4.05%) D3.js
12 3 (4.05%) FIX Protocol
13 2 (2.70%) Apache CXF
13 2 (2.70%) Play Framework
13 2 (2.70%) REST
Miscellaneous
1 10 (13.51%) Analytical Skills
2 8 (10.81%) iPad
3 3 (4.05%) Computer Science
3 3 (4.05%) Data Structures
3 3 (4.05%) Internet of Things
3 3 (4.05%) User Experience
4 2 (2.70%) Social Media
5 1 (1.35%) Algorithms
5 1 (1.35%) Data Centre
5 1 (1.35%) Embedded Systems
5 1 (1.35%) Hybrid Cloud
5 1 (1.35%) Smartphone
Operating Systems
1 11 (14.86%) Linux
2 8 (10.81%) Unix
3 1 (1.35%) CentOS
3 1 (1.35%) Data ONTAP
3 1 (1.35%) Windows
Processes & Methodologies
1 33 (44.59%) Analytics
2 27 (36.49%) Software Engineering
3 25 (33.78%) Agile Software Development
4 21 (28.38%) SOA
5 19 (25.68%) Business Intelligence
5 19 (25.68%) DevOps
6 18 (24.32%) Microservices
7 15 (20.27%) Data Engineering
8 13 (17.57%) ETL
9 12 (16.22%) Data Analysis
9 12 (16.22%) Data Cleansing
10 9 (12.16%) Automated Testing
10 9 (12.16%) Continuous Integration
11 8 (10.81%) Customer Engagement
11 8 (10.81%) Machine Learning
11 8 (10.81%) TDD
12 7 (9.46%) BDD
13 6 (8.11%) Data Analytics
13 6 (8.11%) Data Extraction
13 6 (8.11%) High Availability
Programming Languages
1 56 (75.68%) Python
2 31 (41.89%) Java
3 28 (37.84%) Scala
4 21 (28.38%) SQL
5 16 (21.62%) JavaScript
6 7 (9.46%) C#
6 7 (9.46%) Ruby
7 5 (6.76%) Go
8 4 (5.41%) C++
8 4 (5.41%) PHP
9 2 (2.70%) Bash Shell
9 2 (2.70%) R
10 1 (1.35%) Perl
10 1 (1.35%) Rust
Qualifications
1 8 (10.81%) AWS Certification
2 7 (9.46%) Degree
Quality Assurance & Compliance
1 9 (12.16%) QA
2 8 (10.81%) Data Quality
3 5 (6.76%) ISO/IEC 27001
4 4 (5.41%) ISO20022
5 1 (1.35%) PCI DSS
System Software
1 19 (25.68%) Docker
2 1 (1.35%) Apache Flume
2 1 (1.35%) OpenSIPS
2 1 (1.35%) VMware Infrastructure
Systems Management
1 20 (27.03%) Kibana
2 12 (16.22%) Ansible
3 7 (9.46%) Opscode Chef
4 6 (8.11%) Packer
4 6 (8.11%) Terraform
5 4 (5.41%) Puppet
6 2 (2.70%) Mesos
7 1 (1.35%) Kubernetes
7 1 (1.35%) Nagios
7 1 (1.35%) Oozie
Vendors
1 13 (17.57%) Microsoft
2 11 (14.86%) Google
3 5 (6.76%) Talend
4 3 (4.05%) Adobe
4 3 (4.05%) Alteryx
4 3 (4.05%) Apple
4 3 (4.05%) Cloudera
4 3 (4.05%) Facebook
4 3 (4.05%) SAP
4 3 (4.05%) Tableau
4 3 (4.05%) TIBCO
4 3 (4.05%) Twitter
4 3 (4.05%) Vertica
5 2 (2.70%) Birst
5 2 (2.70%) Clarabridge
5 2 (2.70%) Informatica
5 2 (2.70%) Jaspersoft
5 2 (2.70%) Omniture
5 2 (2.70%) Oracle
5 2 (2.70%) Trillium
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