Period
to 23 May 2018

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 23 May 2018 with a comparison to the same period in the previous 2 years.

Amazon Kinesis
UK
6 months to
23 May 2018
Same period 2017 Same period 2016
Rank 953 1084 1170
Rank change year-on-year +131 +86 +124
Permanent jobs citing Amazon Kinesis 230 82 101
As % of all permanent IT jobs advertised in the UK 0.13% 0.048% 0.050%
As % of the Cloud Services category 0.60% 0.31% 0.44%
Number of salaries quoted 165 71 69
UK median annual salary £67,500 £70,000 £65,000
Median salary % change year-on-year -3.57% +7.69% +44.44%
10th Percentile £46,450 £53,750 £45,000
90th Percentile £87,500 £72,500 £98,500
UK excluding London median annual salary £55,000 £65,000 £42,500
% change year-on-year -15.38% +52.94% -5.56%

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 with a requirement for cloud computing skills.

All Cloud Skills
UK
Permanent vacancies with a requirement for cloud computing skills 38,613 26,361 22,999
As % of all permanent IT jobs advertised in the UK 22.47% 15.58% 11.46%
Number of salaries quoted 31,478 21,972 19,357
UK median annual salary £52,500 £50,000 £50,000
Median salary % change year-on-year +5.00% - +5.26%
10th Percentile £29,750 £28,125 £27,750
90th Percentile £85,000 £80,000 £77,800
UK excluding London median annual salary £46,000 £44,000 £45,000
% change year-on-year +4.55% -2.22% +5.88%

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 23 May 2018.

Salary histogram for Amazon Kinesis in the UK

Amazon Kinesis
Top 9 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 23 May 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
England +120 202 £67,500 -3.57% 48
UK excluding London +85 134 £55,000 -15.38% 14
London +25 96 £73,750 +5.36% 35
South West - 54 £52,500 - 1
Scotland - 28 £70,000 - 1
East of England +9 22 £72,500 - 4
North West +10 15 £40,000 -30.43%
North of England +5 15 £40,000 -30.43%
South East -4 15 £51,250 -21.15% 6

For the 6 months to 23 May 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 with a requirement for Amazon Kinesis.

1 229 (99.57%) Amazon AWS
2 124 (53.91%) Amazon Redshift
3 123 (53.48%) Python
4 122 (53.04%) SQL
5 121 (52.61%) Big Data
6 112 (48.70%) Apache Spark
7 97 (42.17%) Amazon EMR
8 94 (40.87%) Agile Software Development
9 92 (40.00%) AWS Lambda
9 92 (40.00%) Serverless
10 88 (38.26%) Hadoop
11 83 (36.09%) NoSQL
12 80 (34.78%) Kafka
13 79 (34.35%) Java
14 78 (33.91%) Analytics
14 78 (33.91%) DevOps
15 73 (31.74%) Scala
16 71 (30.87%) ETL
17 69 (30.00%) Software Engineering
18 64 (27.83%) Amazon S3
19 62 (26.96%) Microsoft Azure
20 61 (26.52%) Docker
20 61 (26.52%) Machine Learning
21 57 (24.78%) Pandas
22 56 (24.35%) Impala
23 54 (23.48%) JavaScript
24 52 (22.61%) Open Source
25 51 (22.17%) C#
25 51 (22.17%) Data Science
26 48 (20.87%) Amazon Athena

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
1 112 (48.70%) Apache Spark
2 40 (17.39%) Elasticsearch
3 26 (11.30%) Apache Pig
4 18 (7.83%) SAS
5 6 (2.61%) Apache
6 5 (2.17%) NServiceBus
7 4 (1.74%) Apache Solr
8 3 (1.30%) Luigi
8 3 (1.30%) nginx
9 1 (0.43%) Alfresco
9 1 (0.43%) Apache Airflow
9 1 (0.43%) CMS
9 1 (0.43%) IIS
9 1 (0.43%) JBoss
9 1 (0.43%) Jetty
9 1 (0.43%) Jupyter
9 1 (0.43%) Tomcat
9 1 (0.43%) WebLogic
9 1 (0.43%) WebSphere
Applications
1 5 (2.17%) SPSS
2 1 (0.43%) Microsoft Office
Cloud Services
1 229 (99.57%) Amazon AWS
2 97 (42.17%) Amazon EMR
3 92 (40.00%) AWS Lambda
3 92 (40.00%) Serverless
4 64 (27.83%) Amazon S3
5 62 (26.96%) Microsoft Azure
6 46 (20.00%) Amazon EC2
7 41 (17.83%) GitHub
8 39 (16.96%) AWS CloudFormation
9 32 (13.91%) Amazon SQS
10 19 (8.26%) Google Cloud Platform
10 19 (8.26%) Route 53
11 15 (6.52%) Amazon CloudWatch
11 15 (6.52%) Virtual Private Cloud
12 14 (6.09%) AWS CloudTrail
13 12 (5.22%) Cloud Computing
14 6 (2.61%) Amazon ELB
14 6 (2.61%) CloudFront
14 6 (2.61%) Fastly
14 6 (2.61%) SaaS
Communications & Networking
1 13 (5.65%) VPN
2 10 (4.35%) SMS
3 7 (3.04%) VoIP
4 6 (2.61%) MQTT
5 5 (2.17%) SAN
6 2 (0.87%) HTTP
7 1 (0.43%) ATM
7 1 (0.43%) Internet
7 1 (0.43%) SSL
7 1 (0.43%) TCP/IP
Database & Business Intelligence
1 124 (53.91%) Amazon Redshift
2 121 (52.61%) Big Data
3 88 (38.26%) Hadoop
4 83 (36.09%) NoSQL
5 56 (24.35%) Impala
6 48 (20.87%) Amazon Athena
7 42 (18.26%) HBase
8 38 (16.52%) Amazon DynamoDB
8 38 (16.52%) Apache Hive
9 33 (14.35%) BigQuery
10 28 (12.17%) Data Warehouse
11 27 (11.74%) Spotfire
12 25 (10.87%) Apache Cassandra
13 24 (10.43%) Sqoop
14 23 (10.00%) Amazon QuickSight
14 23 (10.00%) Power BI
14 23 (10.00%) Presto
15 21 (9.13%) Parquet
16 20 (8.70%) PostgreSQL
17 18 (7.83%) Redis
Development Applications
1 41 (17.83%) Git (software)
2 25 (10.87%) Jenkins
2 25 (10.87%) JIRA
3 12 (5.22%) TeamCity
4 10 (4.35%) Octopus Deploy
5 8 (3.48%) CircleCI
6 6 (2.61%) webpack
7 5 (2.17%) GoCD
8 3 (1.30%) Atlassian Bamboo
8 3 (1.30%) Oracle APEX
8 3 (1.30%) Sonatype Nexus
8 3 (1.30%) Travis CI
9 2 (0.87%) Hudson
9 2 (0.87%) Selenium
10 1 (0.43%) Cucumber
10 1 (0.43%) Gatling
10 1 (0.43%) Gradle
10 1 (0.43%) Grunt
10 1 (0.43%) Karma Test Runner
10 1 (0.43%) Sublime Text
General
1 18 (7.83%) Finance
2 17 (7.39%) Electronics
3 6 (2.61%) Banking
3 6 (2.61%) Marketing
4 5 (2.17%) Financial Institution
4 5 (2.17%) Investment Banking
4 5 (2.17%) Retail
5 2 (0.87%) Games
6 1 (0.43%) Legal
6 1 (0.43%) Pharmaceutical
6 1 (0.43%) Telecoms
Job Titles
1 71 (30.87%) Data Engineer
2 57 (24.78%) AWS Engineer
3 32 (13.91%) Developer
3 32 (13.91%) Software Engineer
4 28 (12.17%) Senior Data Engineer
5 25 (10.87%) DevOps Engineer
6 24 (10.43%) Architect
7 23 (10.00%) Data Architect
8 22 (9.57%) Big Data Architect
8 22 (9.57%) Hadoop Engineer
8 22 (9.57%) Senior Hadoop Engineer
9 19 (8.26%) Cloud Architect
10 18 (7.83%) Data Analytics Architect
10 18 (7.83%) Technical Architect
11 15 (6.52%) AWS DevOps
11 15 (6.52%) AWS DevOps Engineer
12 14 (6.09%) Big Data Engineer
13 9 (3.91%) AWS Software Engineer
14 8 (3.48%) Senior Software Engineer
14 8 (3.48%) UI Engineer
Libraries, Frameworks & Software Standards
1 80 (34.78%) Kafka
2 57 (24.78%) Pandas
3 38 (16.52%) .NET
4 30 (13.04%) NumPy
4 30 (13.04%) scikit-learn
5 28 (12.17%) SciPy
6 27 (11.74%) MLlib
7 24 (10.43%) REST
8 23 (10.00%) Node.js
9 21 (9.13%) Apache Avro
10 20 (8.70%) Web Services
11 16 (6.96%) CSS
11 16 (6.96%) RabbitMQ
12 15 (6.52%) HTML
13 14 (6.09%) Elastic Stack
13 14 (6.09%) HTML5
13 14 (6.09%) React
14 12 (5.22%) AngularJS
14 12 (5.22%) ASP.NET Web API
15 11 (4.78%) .NET Core
Miscellaneous
1 33 (14.35%) User Experience
2 27 (11.74%) Clustering
2 27 (11.74%) Computer Science
3 23 (10.00%) Algorithms
4 14 (6.09%) Fintech
5 13 (5.65%) Tandem
6 8 (3.48%) Data Centre
7 6 (2.61%) Internet of Things
8 5 (2.17%) Cyberthreat
8 5 (2.17%) Linux Command Line
8 5 (2.17%) Management Information System
9 4 (1.74%) Analytical Skills
10 2 (0.87%) Greenfield Project
10 2 (0.87%) Mobile App
10 2 (0.87%) Social Media
11 1 (0.43%) Cloud Native
11 1 (0.43%) Derivative
11 1 (0.43%) Marketing Technology
11 1 (0.43%) PKI
11 1 (0.43%) Public Cloud
Operating Systems
1 38 (16.52%) Linux
2 8 (3.48%) Unix
3 5 (2.17%) Android
3 5 (2.17%) Apple iOS
3 5 (2.17%) CentOS
3 5 (2.17%) Data ONTAP
4 3 (1.30%) Windows
5 1 (0.43%) Ubuntu
5 1 (0.43%) Windows Server
Processes & Methodologies
1 94 (40.87%) Agile Software Development
2 78 (33.91%) Analytics
2 78 (33.91%) DevOps
3 71 (30.87%) ETL
4 69 (30.00%) Software Engineering
5 61 (26.52%) Machine Learning
6 52 (22.61%) Open Source
7 51 (22.17%) Data Science
8 45 (19.57%) Scrum
9 42 (18.26%) MapReduce
10 41 (17.83%) Business Intelligence
10 41 (17.83%) Data Engineering
11 37 (16.09%) Artificial Intelligence
12 36 (15.65%) Data Analysis
13 35 (15.22%) Data Analytics
14 33 (14.35%) Visualisation
15 32 (13.91%) Coaching
16 31 (13.48%) Data Visualisation
17 29 (12.61%) Continuous Delivery
18 28 (12.17%) Problem-Solving
Programming Languages
1 123 (53.48%) Python
2 122 (53.04%) SQL
3 79 (34.35%) Java
4 73 (31.74%) Scala
5 54 (23.48%) JavaScript
6 51 (22.17%) C#
7 19 (8.26%) Clojure
8 18 (7.83%) Lisp
9 12 (5.22%) R
10 9 (3.91%) Bash Shell
11 8 (3.48%) Perl
12 7 (3.04%) Go
12 7 (3.04%) Ruby
13 6 (2.61%) C++
14 5 (2.17%) C
14 5 (2.17%) Shell Script
15 3 (1.30%) AWK
16 2 (0.87%) Groovy
16 2 (0.87%) PHP
17 1 (0.43%) Haskell
Qualifications
1 16 (6.96%) AWS Certification
2 10 (4.35%) Degree
3 8 (3.48%) Computer Science Degree
4 5 (2.17%) PhD
5 1 (0.43%) DV Cleared
5 1 (0.43%) Security Cleared
Quality Assurance & Compliance
1 18 (7.83%) QA
2 5 (2.17%) Data Quality
2 5 (2.17%) GCP
System Software
1 61 (26.52%) Docker
2 34 (14.78%) HDFS
3 21 (9.13%) Apache Flume
4 1 (0.43%) Apache ZooKeeper
4 1 (0.43%) Virtual Machines
Systems Management
1 23 (10.00%) Ansible
2 21 (9.13%) Oozie
3 18 (7.83%) Terraform
4 16 (6.96%) Opscode Chef
5 14 (6.09%) Mesos
6 13 (5.65%) Hadoop YARN
7 11 (4.78%) Kubernetes
7 11 (4.78%) Puppet
8 6 (2.61%) Consul
8 6 (2.61%) Grafana
9 5 (2.17%) Graphite
10 1 (0.43%) Docker Swarm
10 1 (0.43%) Kibana
10 1 (0.43%) logstash
10 1 (0.43%) Marathon
10 1 (0.43%) Packer
10 1 (0.43%) Prometheus
Vendors
1 36 (15.65%) Tableau
2 25 (10.87%) Atlassian
3 23 (10.00%) SAP
4 21 (9.13%) Talend
5 15 (6.52%) Google
6 14 (6.09%) Oracle
7 12 (5.22%) Cloudera
8 8 (3.48%) Informatica
9 5 (2.17%) Alteryx
9 5 (2.17%) NetApp
9 5 (2.17%) Netezza
9 5 (2.17%) Red Hat
9 5 (2.17%) Teradata
9 5 (2.17%) VMware
10 4 (1.74%) Hortonworks
10 4 (1.74%) MapR
11 3 (1.30%) Adobe
12 2 (0.87%) Facebook
12 2 (0.87%) MicroStrategy
12 2 (0.87%) Palantir