Period
to 21 September 2018

The following table provides summary statistics for permanent job vacancies advertised in England 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 21 September 2018 with a comparison to the same period in the previous 2 years.

Amazon Kinesis
UK > England
6 months to
21 Sep 2018
Same period 2017 Same period 2016
Rank 909 1084 1132
Rank change year-on-year +175 +48 +145
Permanent jobs citing Amazon Kinesis 220 84 96
As % of all permanent IT jobs advertised in England 0.14% 0.051% 0.052%
As % of the Cloud Services category 0.60% 0.28% 0.41%
Number of salaries quoted 162 65 87
England median annual salary £70,000 £70,000 £65,000
Median salary % change year-on-year - +7.69% +18.18%
10th Percentile £47,500 £50,400 £45,000
90th Percentile £87,500 £97,500 £97,500
UK median annual salary £70,000 £70,000 £65,000
% change year-on-year - +7.69% +30.00%

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 England with a requirement for cloud computing skills.

All Cloud Skills
England
Permanent vacancies with a requirement for cloud computing skills 36,849 29,699 23,205
As % of all permanent IT jobs advertised in England 23.59% 17.90% 12.65%
Number of salaries quoted 30,034 24,638 19,690
England median annual salary £55,000 £52,500 £50,750
Median salary % change year-on-year +4.76% +3.45% +6.84%
10th Percentile £30,000 £28,500 £28,500
90th Percentile £85,000 £81,250 £80,000
UK median annual salary £55,000 £50,000 £50,000
% change year-on-year +10.00% - +5.26%

Amazon Kinesis
Job Vacancy Trend in England

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

Job vacancy trend for Amazon Kinesis in England

Amazon Kinesis
Salary Trend in England

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

Salary trend for Amazon Kinesis in England

Amazon Kinesis
Salary Histogram in England

The salary distribution of IT jobs citing Amazon Kinesis in England over the 6 months to 21 September 2018.

Salary histogram for Amazon Kinesis in England

Amazon Kinesis
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Amazon Kinesis within the England region over the 6 months to 21 September 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
London +117 128 £72,500 +3.57% 27
South East +36 37 £55,000 - 3
South West +17 34 £60,000 +20.00%
Midlands - 17 £82,500 - 2
West Midlands - 16 £85,000 - 1
East of England +21 13 £72,500 +93.33% 1
North of England +30 7 £48,750 -30.36% 2
North West +22 5 £46,250 -33.93% 1
Yorkshire - 2 £65,000 -
Amazon Kinesis
UK

For the 6 months to 21 September 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 England region with a requirement for Amazon Kinesis.

1 219 (99.55%) Amazon AWS
2 140 (63.64%) Big Data
3 128 (58.18%) Amazon Redshift
4 115 (52.27%) SQL
5 109 (49.55%) Agile Software Development
6 102 (46.36%) Apache Spark
7 85 (38.64%) Python
8 84 (38.18%) Java
9 83 (37.73%) Scala
10 82 (37.27%) Amazon S3
10 82 (37.27%) Serverless
11 79 (35.91%) Amazon EMR
12 76 (34.55%) AWS Lambda
13 64 (29.09%) Kafka
14 63 (28.64%) Amazon EC2
14 63 (28.64%) NoSQL
15 61 (27.73%) Hadoop
16 58 (26.36%) ETL
17 55 (25.00%) Analytics
18 50 (22.73%) DevOps
18 50 (22.73%) Microsoft Azure
19 48 (21.82%) Software Engineering
20 45 (20.45%) BDD
20 45 (20.45%) Amazon RDS
21 44 (20.00%) Web Services
22 43 (19.55%) Docker
22 43 (19.55%) Data Science
23 42 (19.09%) C#
23 42 (19.09%) TDD
24 41 (18.64%) Decision-Making

Amazon Kinesis
Co-occurring IT Skills in England 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
1 102 (46.36%) Apache Spark
2 21 (9.55%) Elasticsearch
3 17 (7.73%) Apache Pig
4 16 (7.27%) Apache
5 15 (6.82%) SAS
6 7 (3.18%) NServiceBus
7 5 (2.27%) Tomcat
8 4 (1.82%) CMS
8 4 (1.82%) WildFly
9 3 (1.36%) EPiServer
9 3 (1.36%) Kentico
9 3 (1.36%) Luigi
9 3 (1.36%) Sitecore CMS
9 3 (1.36%) Umbraco
10 2 (0.91%) Apache Airflow
10 2 (0.91%) Facebook Platform
10 2 (0.91%) Jupyter
10 2 (0.91%) WebSphere
11 1 (0.45%) IIS
11 1 (0.45%) WebLogic
Applications
1 13 (5.91%) Microsoft Office
Cloud Services
1 219 (99.55%) Amazon AWS
2 82 (37.27%) Amazon S3
2 82 (37.27%) Serverless
3 79 (35.91%) Amazon EMR
4 76 (34.55%) AWS Lambda
5 63 (28.64%) Amazon EC2
6 50 (22.73%) Microsoft Azure
7 31 (14.09%) Amazon SQS
8 21 (9.55%) GitHub
9 19 (8.64%) Amazon CloudWatch
10 17 (7.73%) AWS CloudFormation
10 17 (7.73%) Azure Active Directory
10 17 (7.73%) Google Cloud Platform
11 14 (6.36%) Amazon ELB
12 13 (5.91%) Cloud Computing
13 11 (5.00%) Office 365
14 9 (4.09%) Amazon ElastiCache
14 9 (4.09%) AWS Fargate
15 8 (3.64%) CloudFront
16 7 (3.18%) Adobe Analytics
Communications & Networking
1 18 (8.18%) Network Security
2 6 (2.73%) SMS
3 4 (1.82%) Internet
3 4 (1.82%) Kerberos
3 4 (1.82%) MQTT
4 2 (0.91%) ATM
4 2 (0.91%) VPN
5 1 (0.45%) HTTP
5 1 (0.45%) VoIP
Database & Business Intelligence
1 140 (63.64%) Big Data
2 128 (58.18%) Amazon Redshift
3 63 (28.64%) NoSQL
4 61 (27.73%) Hadoop
5 45 (20.45%) Amazon RDS
6 40 (18.18%) MongoDB
7 37 (16.82%) Amazon DynamoDB
8 36 (16.36%) Apache Hive
9 35 (15.91%) Relational Database
10 29 (13.18%) RDBMS
11 26 (11.82%) Apache Cassandra
11 26 (11.82%) Data Warehouse
11 26 (11.82%) HBase
12 24 (10.91%) PostgreSQL
13 20 (9.09%) Amazon Athena
14 18 (8.18%) Cosmos DB
14 18 (8.18%) Impala
15 16 (7.27%) Data Lake
16 15 (6.82%) Redis
17 13 (5.91%) Amazon QuickSight
Development Applications
1 40 (18.18%) Git (software)
2 16 (7.27%) Jenkins
3 13 (5.91%) TeamCity
4 9 (4.09%) JIRA
4 9 (4.09%) Octopus Deploy
5 4 (1.82%) GitLab
6 3 (1.36%) Atlassian Bamboo
6 3 (1.36%) CircleCI
6 3 (1.36%) webpack
7 1 (0.45%) Cucumber
7 1 (0.45%) Oracle APEX
7 1 (0.45%) Selenium
7 1 (0.45%) SonarQube
General
1 38 (17.27%) Finance
2 16 (7.27%) Banking
3 14 (6.36%) Retail
4 12 (5.45%) Advertising
5 7 (3.18%) Financial Institution
5 7 (3.18%) Investment Banking
6 6 (2.73%) Marketing
7 4 (1.82%) Games
8 2 (0.91%) Manufacturing
Job Titles
1 56 (25.45%) Data Engineer
2 40 (18.18%) Architect
2 40 (18.18%) Developer
3 35 (15.91%) Big Data Engineer
4 32 (14.55%) Cloud Architect
5 26 (11.82%) Solutions Architect
6 21 (9.55%) AWS Engineer
7 20 (9.09%) Cloud Solutions Architect
8 16 (7.27%) Lead Architect
9 15 (6.82%) Lead Solutions Architect
10 13 (5.91%) Full Stack Developer
11 10 (4.55%) Data Architect
11 10 (4.55%) DevOps Engineer
11 10 (4.55%) Senior Data Engineer
12 9 (4.09%) Big Data Architect
12 9 (4.09%) Hadoop Engineer
12 9 (4.09%) Senior Developer
12 9 (4.09%) Talend Developer
13 8 (3.64%) Java Engineer
13 8 (3.64%) Technical Architect
Libraries, Frameworks & Software Standards
1 64 (29.09%) Kafka
2 44 (20.00%) Web Services
3 40 (18.18%) .NET
4 27 (12.27%) REST
5 25 (11.36%) Node.js
6 20 (9.09%) ASP.NET Web API
7 17 (7.73%) PySpark
8 16 (7.27%) CSS
9 14 (6.36%) HTML
9 14 (6.36%) Pandas
10 13 (5.91%) ASP.NET
10 13 (5.91%) JSON
11 11 (5.00%) RabbitMQ
12 9 (4.09%) Apache Avro
12 9 (4.09%) Redux
12 9 (4.09%) Sass
13 8 (3.64%) Elastic Stack
13 8 (3.64%) HTML5
13 8 (3.64%) React
14 7 (3.18%) NumPy
Miscellaneous
1 21 (9.55%) Fintech
2 13 (5.91%) User Experience
3 11 (5.00%) Clustering
3 11 (5.00%) Computer Science
4 9 (4.09%) Algorithms
5 8 (3.64%) Greenfield Project
6 7 (3.18%) Cyberthreat
7 6 (2.73%) Enterprise Software
8 5 (2.27%) Analytical Skills
9 3 (1.36%) Data Centre
9 3 (1.36%) Management Information System
10 2 (0.91%) Internet of Things
10 2 (0.91%) Marketing Technology
10 2 (0.91%) Mobile App
10 2 (0.91%) Public Cloud
11 1 (0.45%) Blog
11 1 (0.45%) Cloud Native
11 1 (0.45%) Self-Motivation
11 1 (0.45%) Video on Demand
11 1 (0.45%) Wiki
Operating Systems
1 23 (10.45%) Linux
2 9 (4.09%) Unix
3 6 (2.73%) Windows
4 5 (2.27%) Ubuntu
5 4 (1.82%) CentOS
6 3 (1.36%) Android
6 3 (1.36%) Apple iOS
6 3 (1.36%) Windows Server
7 1 (0.45%) Red Hat Enterprise Linux
Processes & Methodologies
1 109 (49.55%) Agile Software Development
2 58 (26.36%) ETL
3 55 (25.00%) Analytics
4 50 (22.73%) DevOps
5 48 (21.82%) Software Engineering
6 45 (20.45%) BDD
7 43 (19.55%) Data Science
8 42 (19.09%) TDD
9 41 (18.64%) Decision-Making
10 32 (14.55%) Line Management
11 30 (13.64%) Business Intelligence
11 30 (13.64%) Machine Learning
12 29 (13.18%) Data Engineering
13 27 (12.27%) Data Analytics
14 26 (11.82%) DNA
14 26 (11.82%) Scrum
15 22 (10.00%) Open Source
16 19 (8.64%) Presales
17 18 (8.18%) Microservices
17 18 (8.18%) SDLC
Programming Languages
1 115 (52.27%) SQL
2 85 (38.64%) Python
3 84 (38.18%) Java
4 83 (37.73%) Scala
5 42 (19.09%) C#
6 37 (16.82%) JavaScript
7 13 (5.91%) R
8 12 (5.45%) Go
8 12 (5.45%) Shell Script
9 10 (4.55%) PL/SQL
10 6 (2.73%) Elixir
10 6 (2.73%) Erlang
11 4 (1.82%) Ruby
12 3 (1.36%) AWK
12 3 (1.36%) Bash Shell
12 3 (1.36%) C++
13 2 (0.91%) ES6
13 2 (0.91%) PowerShell
14 1 (0.45%) Groovy
14 1 (0.45%) T-SQL
Qualifications
1 21 (9.55%) AWS Certification
2 18 (8.18%) MCSA
2 18 (8.18%) MCSE
2 18 (8.18%) Microsoft Certification
3 12 (5.45%) Security Cleared
4 11 (5.00%) Degree
5 9 (4.09%) Computer Science Degree
6 1 (0.45%) SC Cleared
Quality Assurance & Compliance
1 11 (5.00%) QA
2 9 (4.09%) GDPR
3 7 (3.18%) GCP
4 2 (0.91%) Data Quality
System Software
1 43 (19.55%) Docker
2 30 (13.64%) HDFS
3 17 (7.73%) Active Directory
4 10 (4.55%) Apache Flume
5 6 (2.73%) Virtual Machines
6 1 (0.45%) Varnish
Systems Management
1 24 (10.91%) Terraform
2 22 (10.00%) Ansible
2 22 (10.00%) Grafana
3 17 (7.73%) Kibana
3 17 (7.73%) logstash
3 17 (7.73%) Prometheus
4 16 (7.27%) Oozie
5 12 (5.45%) Opscode Chef
6 8 (3.64%) Consul
6 8 (3.64%) Puppet
7 6 (2.73%) Kubernetes
8 4 (1.82%) Salt
8 4 (1.82%) Xymon
8 4 (1.82%) ZABBIX
9 3 (1.36%) Graphite
10 2 (0.91%) Mesos
10 2 (0.91%) Packer
11 1 (0.45%) Hadoop YARN
11 1 (0.45%) Marathon
Vendors
1 20 (9.09%) Microsoft
1 20 (9.09%) Tableau
2 17 (7.73%) Hortonworks
3 16 (7.27%) Talend
4 14 (6.36%) Oracle
5 11 (5.00%) Google
6 10 (4.55%) SAP
7 7 (3.18%) Adobe
7 7 (3.18%) Atlassian
7 7 (3.18%) MicroStrategy
8 5 (2.27%) Red Hat
9 4 (1.82%) Splunk
10 3 (1.36%) Facebook
10 3 (1.36%) Informatica
10 3 (1.36%) Sitecore
11 2 (0.91%) AppDynamics
11 2 (0.91%) Cognizant
11 2 (0.91%) IBM
11 2 (0.91%) New Relic
12 1 (0.45%) SaltStack