Period
to 17 June 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 17 June 2018 with a comparison to the same period in the previous 2 years.

Amazon Kinesis
UK > England
6 months to
17 Jun 2018
Same period 2017 Same period 2016
Rank 936 1062 1155
Rank change year-on-year +126 +93 +134
Permanent jobs citing Amazon Kinesis 209 81 99
As % of all permanent IT jobs advertised in England 0.13% 0.050% 0.052%
As % of the Cloud Services category 0.57% 0.31% 0.44%
Number of salaries quoted 163 66 65
England median annual salary £67,500 £70,000 £65,000
Median salary % change year-on-year -3.57% +7.69% +30.00%
10th Percentile £46,350 £54,375 £45,000
90th Percentile £87,500 £72,500 £97,500
UK median annual salary £67,500 £70,000 £65,000
% change year-on-year -3.57% +7.69% +40.54%

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 36,641 26,261 22,318
As % of all permanent IT jobs advertised in England 22.78% 16.22% 11.81%
Number of salaries quoted 30,123 21,899 18,954
England median annual salary £53,000 £50,000 £50,000
Median salary % change year-on-year +6.00% - -
10th Percentile £30,000 £28,374 £28,000
90th Percentile £85,000 £80,000 £78,750
UK median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +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 17 June 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 17 June 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 +35 105 £70,000 - 26
South West - 47 £55,000 - 2
East of England +21 24 £72,500 - 2
South East - 22 £50,000 - 3
North West +10 10 £40,000 -30.43% 1
North of England +5 10 £40,000 -30.43% 1
West Midlands - 1 £60,000 - 1
Midlands - 1 £60,000 - 1
Amazon Kinesis
UK

For the 6 months to 17 June 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.

1 208 (99.52%) Amazon AWS
2 134 (64.11%) Big Data
3 122 (58.37%) Amazon Redshift
4 106 (50.72%) Apache Spark
5 101 (48.33%) Agile Software Development
6 94 (44.98%) SQL
7 92 (44.02%) Amazon EMR
8 88 (42.11%) Python
9 86 (41.15%) Hadoop
10 83 (39.71%) Kafka
11 79 (37.80%) Analytics
12 75 (35.89%) DevOps
12 75 (35.89%) Java
13 72 (34.45%) Amazon S3
14 65 (31.10%) AWS Lambda
14 65 (31.10%) Serverless
15 64 (30.62%) Scala
16 61 (29.19%) ETL
17 59 (28.23%) NoSQL
18 55 (26.32%) Microsoft Azure
18 55 (26.32%) Software Engineering
19 53 (25.36%) Docker
20 51 (24.40%) C#
21 50 (23.92%) Amazon EC2
21 50 (23.92%) Impala
22 44 (21.05%) Data Science
22 44 (21.05%) Open Source
23 43 (20.57%) Business Intelligence
24 42 (20.10%) HBase
25 41 (19.62%) .NET

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
1 106 (50.72%) Apache Spark
2 31 (14.83%) Elasticsearch
3 24 (11.48%) Apache Pig
4 20 (9.57%) SAS
5 9 (4.31%) Apache
6 7 (3.35%) NServiceBus
7 4 (1.91%) Apache Solr
8 3 (1.44%) Luigi
9 2 (0.96%) Facebook Platform
9 2 (0.96%) nginx
9 2 (0.96%) Tomcat
9 2 (0.96%) WebSphere
10 1 (0.48%) Alfresco
10 1 (0.48%) Apache Airflow
10 1 (0.48%) CMS
10 1 (0.48%) IIS
10 1 (0.48%) JBoss
10 1 (0.48%) Jupyter
10 1 (0.48%) WebLogic
10 1 (0.48%) WildFly
Applications
1 3 (1.44%) SPSS
2 2 (0.96%) Microsoft Office
Cloud Services
1 208 (99.52%) Amazon AWS
2 92 (44.02%) Amazon EMR
3 72 (34.45%) Amazon S3
4 65 (31.10%) AWS Lambda
4 65 (31.10%) Serverless
5 55 (26.32%) Microsoft Azure
6 50 (23.92%) Amazon EC2
7 34 (16.27%) GitHub
8 30 (14.35%) Amazon SQS
9 18 (8.61%) Google Cloud Platform
10 16 (7.66%) Route 53
11 14 (6.70%) Amazon CloudWatch
11 14 (6.70%) AWS CloudFormation
12 13 (6.22%) Virtual Private Cloud
13 12 (5.74%) Cloud Computing
14 10 (4.78%) AWS CloudTrail
15 8 (3.83%) Amazon ElastiCache
16 7 (3.35%) Amazon ELB
17 6 (2.87%) Adobe Analytics
17 6 (2.87%) Fastly
Communications & Networking
1 10 (4.78%) SMS
1 10 (4.78%) VPN
2 6 (2.87%) MQTT
2 6 (2.87%) VoIP
3 5 (2.39%) Internet
4 2 (0.96%) ATM
4 2 (0.96%) HTTP
5 1 (0.48%) Kerberos
5 1 (0.48%) SAN
5 1 (0.48%) SSL
5 1 (0.48%) TCP/IP
Database & Business Intelligence
1 134 (64.11%) Big Data
2 122 (58.37%) Amazon Redshift
3 86 (41.15%) Hadoop
4 59 (28.23%) NoSQL
5 50 (23.92%) Impala
6 42 (20.10%) HBase
7 39 (18.66%) Amazon DynamoDB
8 38 (18.18%) Amazon Athena
9 36 (17.22%) Apache Hive
10 29 (13.88%) Data Warehouse
11 28 (13.40%) Amazon QuickSight
12 25 (11.96%) Sqoop
13 24 (11.48%) Apache Cassandra
14 23 (11.00%) PostgreSQL
15 22 (10.53%) BigQuery
15 22 (10.53%) Parquet
16 21 (10.05%) MongoDB
16 21 (10.05%) Spotfire
17 20 (9.57%) Presto
18 19 (9.09%) Power BI
Development Applications
1 26 (12.44%) Jenkins
2 18 (8.61%) JIRA
3 17 (8.13%) Git (software)
4 15 (7.18%) TeamCity
5 12 (5.74%) Octopus Deploy
6 8 (3.83%) CircleCI
7 6 (2.87%) webpack
8 3 (1.44%) Atlassian Bamboo
8 3 (1.44%) GoCD
8 3 (1.44%) Oracle APEX
8 3 (1.44%) Sonatype Nexus
9 2 (0.96%) GitLab
9 2 (0.96%) Hudson
9 2 (0.96%) Selenium
9 2 (0.96%) Travis CI
10 1 (0.48%) Gatling
10 1 (0.48%) Grunt
10 1 (0.48%) gulp
10 1 (0.48%) Karma Test Runner
10 1 (0.48%) Sublime Text
General
1 26 (12.44%) Finance
2 10 (4.78%) Electronics
3 9 (4.31%) Banking
3 9 (4.31%) Retail
4 8 (3.83%) Marketing
5 6 (2.87%) Financial Institution
5 6 (2.87%) Investment Banking
6 4 (1.91%) Games
7 2 (0.96%) Advertising
8 1 (0.48%) Legal
8 1 (0.48%) Pharmaceutical
8 1 (0.48%) Telecoms
Job Titles
1 61 (29.19%) Data Engineer
2 47 (22.49%) AWS Engineer
3 38 (18.18%) Developer
4 29 (13.88%) Architect
5 24 (11.48%) Data Architect
5 24 (11.48%) Senior Data Engineer
6 23 (11.00%) Big Data Architect
7 21 (10.05%) DevOps Engineer
8 20 (9.57%) Cloud Architect
9 19 (9.09%) Technical Architect
10 18 (8.61%) Data Analytics Architect
10 18 (8.61%) Hadoop Engineer
10 18 (8.61%) Senior Hadoop Engineer
11 17 (8.13%) Big Data Engineer
12 13 (6.22%) AWS DevOps
12 13 (6.22%) AWS DevOps Engineer
13 10 (4.78%) Talend Developer
14 9 (4.31%) Software Engineer
15 8 (3.83%) .NET Software Engineer
15 8 (3.83%) Platform Engineer
Libraries, Frameworks & Software Standards
1 83 (39.71%) Kafka
2 41 (19.62%) .NET
3 32 (15.31%) REST
4 23 (11.00%) Node.js
5 22 (10.53%) Apache Avro
5 22 (10.53%) Pandas
6 21 (10.05%) Web Services
7 20 (9.57%) MLlib
8 16 (7.66%) CSS
9 15 (7.18%) RabbitMQ
10 14 (6.70%) HTML
11 13 (6.22%) ASP.NET Web API
12 12 (5.74%) AngularJS
12 12 (5.74%) JSON
13 11 (5.26%) .NET Core
13 11 (5.26%) Elastic Stack
13 11 (5.26%) HTML5
14 10 (4.78%) Akka.NET
14 10 (4.78%) React
15 7 (3.35%) Swagger
Miscellaneous
1 26 (12.44%) User Experience
2 20 (9.57%) Clustering
3 18 (8.61%) Computer Science
4 17 (8.13%) Fintech
5 15 (7.18%) Algorithms
6 10 (4.78%) Tandem
7 6 (2.87%) Analytical Skills
7 6 (2.87%) Cyberthreat
7 6 (2.87%) Management Information System
8 5 (2.39%) Internet of Things
8 5 (2.39%) Linux Command Line
9 4 (1.91%) Data Centre
10 3 (1.44%) Greenfield Project
11 2 (0.96%) Mobile App
11 2 (0.96%) Social Media
12 1 (0.48%) Cloud Native
12 1 (0.48%) Derivative
12 1 (0.48%) Over-the-Top Content
12 1 (0.48%) PKI
12 1 (0.48%) Video on Demand
Operating Systems
1 38 (18.18%) Linux
2 10 (4.78%) Unix
3 7 (3.35%) Windows
4 5 (2.39%) Android
4 5 (2.39%) Apple iOS
5 3 (1.44%) Windows Server
6 2 (0.96%) CentOS
6 2 (0.96%) Ubuntu
7 1 (0.48%) Data ONTAP
Processes & Methodologies
1 101 (48.33%) Agile Software Development
2 79 (37.80%) Analytics
3 75 (35.89%) DevOps
4 61 (29.19%) ETL
5 55 (26.32%) Software Engineering
6 44 (21.05%) Data Science
6 44 (21.05%) Open Source
7 43 (20.57%) Business Intelligence
8 40 (19.14%) Data Engineering
9 38 (18.18%) Scrum
10 36 (17.22%) Data Analytics
11 34 (16.27%) Machine Learning
12 31 (14.83%) MapReduce
13 28 (13.40%) Visualisation
14 26 (12.44%) Data Visualisation
15 23 (11.00%) Artificial Intelligence
16 21 (10.05%) BDD
16 21 (10.05%) Continuous Integration
17 20 (9.57%) Coaching
17 20 (9.57%) CRM
Programming Languages
1 94 (44.98%) SQL
2 88 (42.11%) Python
3 75 (35.89%) Java
4 64 (30.62%) Scala
5 51 (24.40%) C#
6 33 (15.79%) JavaScript
7 11 (5.26%) R
8 10 (4.78%) Go
9 8 (3.83%) C++
10 7 (3.35%) Ruby
11 6 (2.87%) Shell Script
12 5 (2.39%) Bash Shell
12 5 (2.39%) C
13 4 (1.91%) Perl
14 3 (1.44%) AWK
15 2 (0.96%) ES6
15 2 (0.96%) Groovy
15 2 (0.96%) PHP
16 1 (0.48%) Java 9
16 1 (0.48%) Kotlin
Qualifications
1 17 (8.13%) AWS Certification
2 13 (6.22%) Degree
3 10 (4.78%) Computer Science Degree
4 5 (2.39%) PhD
5 1 (0.48%) DV Cleared
5 1 (0.48%) Security Cleared
Quality Assurance & Compliance
1 20 (9.57%) QA
2 5 (2.39%) GCP
3 4 (1.91%) Data Quality
System Software
1 53 (25.36%) Docker
2 34 (16.27%) HDFS
3 23 (11.00%) Apache Flume
4 1 (0.48%) Apache ZooKeeper
Systems Management
1 24 (11.48%) Oozie
2 22 (10.53%) Ansible
3 20 (9.57%) Terraform
4 18 (8.61%) Opscode Chef
5 11 (5.26%) Mesos
6 10 (4.78%) Hadoop YARN
7 9 (4.31%) Consul
8 8 (3.83%) Grafana
8 8 (3.83%) Puppet
9 7 (3.35%) Kubernetes
10 5 (2.39%) Graphite
11 3 (1.44%) Kibana
11 3 (1.44%) logstash
11 3 (1.44%) Prometheus
12 2 (0.96%) Packer
13 1 (0.48%) Docker Swarm
13 1 (0.48%) Marathon
13 1 (0.48%) Xymon
13 1 (0.48%) ZABBIX
Vendors
1 35 (16.75%) Tableau
2 23 (11.00%) SAP
2 23 (11.00%) Talend
3 18 (8.61%) Atlassian
4 16 (7.66%) Oracle
5 14 (6.70%) Google
6 10 (4.78%) Cloudera
7 7 (3.35%) Adobe
8 6 (2.87%) Hortonworks
8 6 (2.87%) Informatica
8 6 (2.87%) MicroStrategy
9 4 (1.91%) Facebook
9 4 (1.91%) MapR
10 3 (1.44%) Alteryx
10 3 (1.44%) Netezza
10 3 (1.44%) Teradata
11 2 (0.96%) AppDynamics
11 2 (0.96%) IBM
11 2 (0.96%) Microsoft
11 2 (0.96%) Red Hat