Period
to 28 July 2017

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 6 months to 28 July 2017 with a comparison to the same period in the previous 2 years.

Amazon Kinesis
UK
6 months to
28 Jul 2017
Same period 2016 Same period 2015
Rank 1117 1164 1289
Rank change year-on-year +47 +125 +46
Permanent jobs citing Amazon Kinesis 77 103 19
As % of all permanent IT jobs advertised in the UK 0.043% 0.051% 0.009%
As % of the Cloud Services category 0.26% 0.43% 0.099%
Number of salaries quoted 59 72 15
UK median annual salary £70,000 £62,500 £50,000
Median salary % change year-on-year +12.00% +25.00% -13.04%
10th Percentile £52,250 £45,000 £35,000
90th Percentile £74,000 £97,500 £70,000
UK excluding London median annual salary £47,500 £42,500 £45,000
% change year-on-year +11.76% -5.56% -

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 29712 23873 19250
As % of all permanent IT job vacancies advertised in the UK 16.63% 11.84% 8.72%
Number of salaries quoted 24468 20123 15518
UK median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% -
10th Percentile £28,374 £27,750 £27,500
90th Percentile £80,000 £78,750 £76,250
UK excluding London median annual salary £45,000 £44,000 £42,500
% change year-on-year +2.27% +3.53% +6.25%

Amazon Kinesis
Job Vacancy Trend

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

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 6 months to 28 July 2017.

Salary histogram for Amazon Kinesis in the UK

Amazon Kinesis
Top 7 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 6 months to 28 July 2017. 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 +51 77 £70,000 +12.00% 13
London +33 60 £70,000 +7.69% 10
UK excluding London +62 17 £47,500 +11.76% 3
East of England +21 9 £37,500 -34.78% 2
North West -12 6 £57,500 -
North of England -25 6 £57,500 +35.29%
South West - 2 - -

For the 6 months to 28 July 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 69 (89.61%) Amazon AWS
2 54 (70.13%) Python
3 53 (68.83%) Apache Spark
4 42 (54.55%) Kafka
5 40 (51.95%) Amazon Redshift
6 38 (49.35%) Software Engineering
7 35 (45.45%) Analytics
8 34 (44.16%) Elasticsearch
9 30 (38.96%) Amazon EC2
10 29 (37.66%) Marketing
10 29 (37.66%) SQL
11 28 (36.36%) Kibana
11 28 (36.36%) Scrapy
12 26 (33.77%) GraphX
13 25 (32.47%) Business Intelligence
14 23 (29.87%) Serverless Framework
14 23 (29.87%) Apache
15 22 (28.57%) Java
15 22 (28.57%) Amazon S3
15 22 (28.57%) Scala
15 22 (28.57%) Impala
16 21 (27.27%) Microservices
16 21 (27.27%) Big Data
16 21 (27.27%) MySQL
16 21 (27.27%) SOA
17 20 (25.97%) Hadoop
17 20 (25.97%) Node.js
18 19 (24.68%) PostgreSQL
19 18 (23.38%) Relational Database
20 17 (22.08%) Data Engineering

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 (68.83%) Apache Spark
2 34 (44.16%) Elasticsearch
3 23 (29.87%) Apache
4 14 (18.18%) Apache Airflow
5 5 (6.49%) Tomcat
6 2 (2.60%) Apache Pig
6 2 (2.60%) Apache Qpid
6 2 (2.60%) Apache Solr
6 2 (2.60%) Lightstreamer
6 2 (2.60%) WebORB
Applications
1 2 (2.60%) Microsoft Excel
1 2 (2.60%) Microsoft PowerPoint
Cloud Services
1 69 (89.61%) Amazon AWS
2 30 (38.96%) Amazon EC2
3 22 (28.57%) Amazon S3
4 15 (19.48%) Amazon EMR
5 10 (12.99%) AWS CloudFormation
6 8 (10.39%) AWS Lambda
7 7 (9.09%) Amazon SQS
8 6 (7.79%) CloudFront
8 6 (7.79%) Microsoft Azure
9 5 (6.49%) AWS Elastic Beanstalk
10 4 (5.19%) Amazon CloudWatch
10 4 (5.19%) Amazon ELB
10 4 (5.19%) Fastly
10 4 (5.19%) Slack
11 2 (2.60%) Cloud Computing
11 2 (2.60%) SaaS
11 2 (2.60%) Virtual Private Cloud
12 1 (1.30%) Google Analytics
12 1 (1.30%) Google Cloud Platform
Communications & Networking
1 3 (3.90%) VoIP
2 2 (2.60%) Firewall
2 2 (2.60%) Internet
2 2 (2.60%) SSL
2 2 (2.60%) TCP/IP
3 1 (1.30%) Asterisk PBX
3 1 (1.30%) Broadband
3 1 (1.30%) FTP
3 1 (1.30%) SAN
Database & Business Intelligence
1 40 (51.95%) Amazon Redshift
2 22 (28.57%) Impala
3 21 (27.27%) Big Data
3 21 (27.27%) MySQL
4 20 (25.97%) Hadoop
5 19 (24.68%) PostgreSQL
6 18 (23.38%) Relational Database
7 17 (22.08%) SQL Server
8 16 (20.78%) MariaDB
9 14 (18.18%) OLAP
9 14 (18.18%) Presto
10 12 (15.58%) RDBMS
11 11 (14.29%) Apache Hive
12 10 (12.99%) Redis
13 6 (7.79%) Amazon DynamoDB
14 5 (6.49%) Data Warehouse
15 4 (5.19%) Apache Cassandra
16 3 (3.90%) Neo4j
17 2 (2.60%) Amazon RDS
17 2 (2.60%) Couchbase
Development Applications
1 11 (14.29%) Jenkins
2 6 (7.79%) GoCD
3 4 (5.19%) Bitbucket
3 4 (5.19%) CircleCI
3 4 (5.19%) Git (software)
3 4 (5.19%) JIRA
3 4 (5.19%) Maven
3 4 (5.19%) Subversion
4 2 (2.60%) Eclipse
4 2 (2.60%) Selenium
4 2 (2.60%) Visual Studio
5 1 (1.30%) Talend Open Studio
5 1 (1.30%) webpack
General
1 29 (37.66%) Marketing
2 4 (5.19%) Finance
2 4 (5.19%) Telecoms
3 2 (2.60%) Games
Job Titles
1 35 (45.45%) Software Engineer
2 26 (33.77%) Python Software Engineer
3 25 (32.47%) Data Engineer
4 18 (23.38%) AWS Engineer
5 15 (19.48%) AWS Software Engineer
5 15 (19.48%) Developer
6 14 (18.18%) JavaScript Engineer
7 8 (10.39%) Analytics Manager
7 8 (10.39%) AWS Developer
7 8 (10.39%) Data Manager
7 8 (10.39%) Java Developer
7 8 (10.39%) Portfolio Manager
8 7 (9.09%) Data Analytics Manager
9 5 (6.49%) DevOps Engineer
9 5 (6.49%) Senior Software Engineer
10 4 (5.19%) Cloud Developer
10 4 (5.19%) Full Stack Developer
11 3 (3.90%) Big Data Engineer
11 3 (3.90%) DevOps Administrator
11 3 (3.90%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 42 (54.55%) Kafka
2 28 (36.36%) Scrapy
3 26 (33.77%) GraphX
4 23 (29.87%) Serverless Framework
5 20 (25.97%) Node.js
6 16 (20.78%) React
7 15 (19.48%) Flask
8 14 (18.18%) AngularJS
9 10 (12.99%) scikit-learn
9 10 (12.99%) TensorFlow
10 8 (10.39%) RabbitMQ
11 4 (5.19%) LAMP
12 2 (2.60%) Akka
12 2 (2.60%) Backbone.js
12 2 (2.60%) Django
12 2 (2.60%) FIX Protocol
12 2 (2.60%) Sass
12 2 (2.60%) Sensu
12 2 (2.60%) Twitter Bootstrap
12 2 (2.60%) ZeroMQ
Miscellaneous
1 10 (12.99%) Greenfield Project
2 8 (10.39%) Foreign Exchange (FX)
3 5 (6.49%) iPad
4 4 (5.19%) CMDB
4 4 (5.19%) Computer Science
4 4 (5.19%) Linux Command Line
5 3 (3.90%) User Experience
6 2 (2.60%) Analytical Skills
6 2 (2.60%) Data Structures
6 2 (2.60%) Digital Currency
6 2 (2.60%) Industrial Internet of Things
7 1 (1.30%) Algorithms
7 1 (1.30%) Data Centre
7 1 (1.30%) Hybrid Cloud
7 1 (1.30%) Mobile App
7 1 (1.30%) Virtual Team
Operating Systems
1 17 (22.08%) Linux
2 2 (2.60%) Android
2 2 (2.60%) Apple iOS
2 2 (2.60%) Unix
2 2 (2.60%) VMS
3 1 (1.30%) CentOS
3 1 (1.30%) Data ONTAP
Processes & Methodologies
1 38 (49.35%) Software Engineering
2 35 (45.45%) Analytics
3 25 (32.47%) Business Intelligence
4 21 (27.27%) Microservices
4 21 (27.27%) SOA
5 17 (22.08%) Data Engineering
6 16 (20.78%) Machine Learning
7 15 (19.48%) Data Analysis
8 14 (18.18%) Data Cleansing
8 14 (18.18%) Test Automation
9 12 (15.58%) DevOps
10 11 (14.29%) Predictive Analytics
11 8 (10.39%) Artificial Intelligence
11 8 (10.39%) Demand Management
11 8 (10.39%) Line Management
11 8 (10.39%) Portfolio Management
11 8 (10.39%) Stakeholder Management
11 8 (10.39%) Yield Management
12 7 (9.09%) Continuous Integration
13 6 (7.79%) Agile Software Development
Programming Languages
1 54 (70.13%) Python
2 29 (37.66%) SQL
3 22 (28.57%) Java
3 22 (28.57%) Scala
4 16 (20.78%) JavaScript
5 11 (14.29%) Ruby
6 6 (7.79%) C++
7 4 (5.19%) Perl
8 3 (3.90%) C
9 2 (2.60%) Apple Swift
9 2 (2.60%) Bash Shell
9 2 (2.60%) C#
9 2 (2.60%) Erlang
9 2 (2.60%) Go
9 2 (2.60%) PHP
10 1 (1.30%) Clojure
10 1 (1.30%) ES6
10 1 (1.30%) R
Qualifications
1 6 (7.79%) AWS Certification
1 6 (7.79%) Degree
2 2 (2.60%) Computer Science Degree
2 2 (2.60%) Master's Degree
Quality Assurance & Compliance
1 15 (19.48%) QA
2 12 (15.58%) Data Quality
3 4 (5.19%) GDPR
4 2 (2.60%) ISO 20022
5 1 (1.30%) ISO/IEC 27001
5 1 (1.30%) PCI DSS
System Software
1 13 (16.88%) Docker
2 2 (2.60%) Virtual Machines
3 1 (1.30%) Apache Flume
3 1 (1.30%) OpenSIPS
3 1 (1.30%) VMware Infrastructure
Systems Management
1 28 (36.36%) Kibana
2 8 (10.39%) Terraform
3 5 (6.49%) Nagios
3 5 (6.49%) Packer
3 5 (6.49%) Puppet
4 4 (5.19%) Cacti
4 4 (5.19%) Munin
4 4 (5.19%) Opscode Chef
4 4 (5.19%) Salt
5 2 (2.60%) Ansible
5 2 (2.60%) Grafana
5 2 (2.60%) Graphite
6 1 (1.30%) Hadoop YARN
6 1 (1.30%) Kubernetes
6 1 (1.30%) Oozie
Vendors
1 14 (18.18%) Microsoft
2 9 (11.69%) Google
3 8 (10.39%) Cloudera
3 8 (10.39%) Tableau
4 5 (6.49%) Salesforce.com
5 3 (3.90%) Facebook
5 3 (3.90%) Twitter
5 3 (3.90%) Vertica
6 1 (1.30%) Brocade
6 1 (1.30%) Informatica
6 1 (1.30%) NetApp
6 1 (1.30%) Red Hat
6 1 (1.30%) SAP
6 1 (1.30%) Talend
6 1 (1.30%) VMware
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