Period
to 19 October 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 19 October 2018 with a comparison to the same period in the previous 2 years.

Amazon Kinesis
UK
6 months to
19 Oct 2018
Same period 2017 Same period 2016
Rank 925 1101 1162
Rank change year-on-year +176 +61 +144
Permanent jobs citing Amazon Kinesis 217 98 81
As % of all permanent IT jobs advertised in the UK 0.13% 0.056% 0.042%
As % of the Cloud Services category 0.56% 0.31% 0.33%
Number of salaries quoted 159 75 73
UK median annual salary £72,500 £70,000 £65,000
Median salary % change year-on-year +3.57% +7.69% +30.00%
10th Percentile £47,500 £49,750 £47,000
90th Percentile £90,000 £97,500 £93,750
UK excluding London median annual salary £70,000 £50,000 £55,000
% change year-on-year +40.00% -9.09% +57.14%

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 38,890 32,021 24,488
As % of all permanent IT jobs advertised in the UK 23.60% 18.32% 12.80%
Number of salaries quoted 31,350 26,317 20,540
UK median annual salary £55,000 £51,000 £50,000
Median salary % change year-on-year +7.84% +2.00% +5.26%
10th Percentile £30,000 £27,750 £28,000
90th Percentile £85,000 £80,000 £80,000
UK excluding London median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +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 19 October 2018.

Salary histogram for Amazon Kinesis in the UK

Amazon Kinesis
Top 12 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 19 October 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 +156 211 £72,500 +3.57% 24
London +89 129 £75,000 +7.14% 16
UK excluding London +89 88 £70,000 +40.00% 9
South East +38 42 £82,500 - 4
Midlands - 24 £85,000 - 1
West Midlands - 23 £85,000 -
South West +9 22 £60,000 +20.00%
East of England +25 9 £72,500 +93.33% 1
North of England +29 8 £50,000 -28.57% 2
Scotland - 6 £65,000 - 1
North West +9 5 £46,250 -33.93% 2
Yorkshire - 3 £50,000 -

For the 6 months to 19 October 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.

1 214 (98.62%) Amazon AWS
2 121 (55.76%) Big Data
3 120 (55.30%) Amazon Redshift
4 108 (49.77%) SQL
5 96 (44.24%) Agile Software Development
6 93 (42.86%) Serverless
7 91 (41.94%) Python
8 87 (40.09%) Apache Spark
9 86 (39.63%) AWS Lambda
10 82 (37.79%) Java
10 82 (37.79%) Amazon S3
10 82 (37.79%) Scala
11 74 (34.10%) Amazon EMR
12 62 (28.57%) NoSQL
13 59 (27.19%) Amazon EC2
13 59 (27.19%) Web Services
14 55 (25.35%) Amazon RDS
15 53 (24.42%) Hadoop
16 52 (23.96%) Kafka
17 49 (22.58%) ETL
18 48 (22.12%) JavaScript
19 47 (21.66%) Microsoft Azure
20 45 (20.74%) Analytics
20 45 (20.74%) DevOps
21 44 (20.28%) Software Engineering
22 41 (18.89%) BDD
22 41 (18.89%) Git (software)
23 39 (17.97%) MongoDB
24 38 (17.51%) Relational Database
24 38 (17.51%) Data Science

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 87 (40.09%) Apache Spark
2 21 (9.68%) Elasticsearch
3 18 (8.29%) Apache
4 13 (5.99%) SAS
5 12 (5.53%) Apache Pig
6 6 (2.76%) NServiceBus
7 5 (2.30%) Tomcat
8 4 (1.84%) CMS
8 4 (1.84%) WildFly
9 3 (1.38%) Apache Airflow
9 3 (1.38%) EPiServer
9 3 (1.38%) Kentico
9 3 (1.38%) Sitecore CMS
9 3 (1.38%) Umbraco
10 2 (0.92%) Facebook Platform
10 2 (0.92%) Luigi
10 2 (0.92%) WebSphere
11 1 (0.46%) Jupyter
11 1 (0.46%) MediaWiki
11 1 (0.46%) nginx
Applications
1 18 (8.29%) Microsoft Office
Cloud Services
1 214 (98.62%) Amazon AWS
2 93 (42.86%) Serverless
3 86 (39.63%) AWS Lambda
4 82 (37.79%) Amazon S3
5 74 (34.10%) Amazon EMR
6 59 (27.19%) Amazon EC2
7 47 (21.66%) Microsoft Azure
8 36 (16.59%) Amazon SQS
9 25 (11.52%) AWS CloudFormation
10 24 (11.06%) Azure Active Directory
11 22 (10.14%) Amazon CloudWatch
12 16 (7.37%) GitHub
12 16 (7.37%) Google Cloud Platform
12 16 (7.37%) Office 365
13 14 (6.45%) Amazon ELB
14 13 (5.99%) AWS Fargate
15 10 (4.61%) Cloudflare
16 9 (4.15%) Amazon ElastiCache
17 8 (3.69%) CloudFront
18 6 (2.76%) Cloud Computing
Communications & Networking
1 25 (11.52%) Network Security
2 5 (2.30%) HTTP
3 4 (1.84%) Internet
3 4 (1.84%) Kerberos
4 2 (0.92%) ATM
4 2 (0.92%) MQTT
5 1 (0.46%) VoIP
Database & Business Intelligence
1 121 (55.76%) Big Data
2 120 (55.30%) Amazon Redshift
3 62 (28.57%) NoSQL
4 55 (25.35%) Amazon RDS
5 53 (24.42%) Hadoop
6 39 (17.97%) MongoDB
7 38 (17.51%) Relational Database
8 34 (15.67%) Amazon DynamoDB
9 32 (14.75%) Apache Hive
9 32 (14.75%) RDBMS
10 28 (12.90%) Apache Cassandra
11 25 (11.52%) Cosmos DB
11 25 (11.52%) Data Warehouse
12 24 (11.06%) PostgreSQL
13 22 (10.14%) HBase
14 19 (8.76%) Amazon Athena
14 19 (8.76%) Data Lake
15 18 (8.29%) Redis
16 14 (6.45%) MySQL
17 9 (4.15%) Neo4j
Development Applications
1 41 (18.89%) Git (software)
2 14 (6.45%) Jenkins
3 7 (3.23%) TeamCity
4 5 (2.30%) JIRA
5 4 (1.84%) GitLab
6 3 (1.38%) Octopus Deploy
7 2 (0.92%) CircleCI
7 2 (0.92%) webpack
8 1 (0.46%) Atlassian Bamboo
8 1 (0.46%) Cucumber
8 1 (0.46%) Oracle APEX
8 1 (0.46%) Selenium
8 1 (0.46%) SonarQube
General
1 35 (16.13%) Finance
2 14 (6.45%) Banking
3 13 (5.99%) Advertising
4 12 (5.53%) Retail
5 5 (2.30%) Financial Institution
5 5 (2.30%) Investment Banking
5 5 (2.30%) Marketing
6 3 (1.38%) Games
7 2 (0.92%) Manufacturing
Job Titles
1 47 (21.66%) Architect
2 46 (21.20%) Data Engineer
3 42 (19.35%) Developer
4 39 (17.97%) Cloud Architect
5 37 (17.05%) Solutions Architect
6 34 (15.67%) Big Data Engineer
7 31 (14.29%) Cloud Solutions Architect
8 21 (9.68%) Lead Architect
9 20 (9.22%) Lead Solutions Architect
10 11 (5.07%) Full Stack Developer
11 10 (4.61%) AWS Engineer
11 10 (4.61%) Java Engineer
11 10 (4.61%) Software Engineer
12 8 (3.69%) DevOps Engineer
12 8 (3.69%) Senior Developer
13 7 (3.23%) Cloud Developer
13 7 (3.23%) Talend Developer
13 7 (3.23%) UI Engineer
14 6 (2.76%) Platform Engineer
15 5 (2.30%) Head of Technology
Libraries, Frameworks & Software Standards
1 59 (27.19%) Web Services
2 52 (23.96%) Kafka
3 34 (15.67%) .NET
4 27 (12.44%) Node.js
5 24 (11.06%) REST
6 20 (9.22%) CSS
7 19 (8.76%) ASP.NET Web API
8 18 (8.29%) HTML
8 18 (8.29%) PySpark
9 17 (7.83%) ASP.NET
10 14 (6.45%) Pandas
11 12 (5.53%) JSON
12 11 (5.07%) NumPy
12 11 (5.07%) RabbitMQ
13 10 (4.61%) Memcached
14 9 (4.15%) Redux
15 8 (3.69%) HTML5
15 8 (3.69%) React
15 8 (3.69%) Sass
15 8 (3.69%) scikit-learn
Miscellaneous
1 15 (6.91%) Fintech
2 14 (6.45%) Computer Science
3 12 (5.53%) User Experience
4 9 (4.15%) Clustering
5 8 (3.69%) Greenfield Project
6 7 (3.23%) Algorithms
7 6 (2.76%) Enterprise Software
8 5 (2.30%) Analytical Skills
8 5 (2.30%) Cyberthreat
9 4 (1.84%) Data Centre
10 3 (1.38%) Cloud Native
10 3 (1.38%) Management Information System
11 2 (0.92%) Internet of Things
11 2 (0.92%) Public Cloud
11 2 (0.92%) Video\Live Streaming
12 1 (0.46%) Blog
12 1 (0.46%) Enterprise Cloud
12 1 (0.46%) Over-the-Top Content
12 1 (0.46%) Video on Demand
12 1 (0.46%) Wiki
Operating Systems
1 18 (8.29%) Linux
2 9 (4.15%) Unix
3 5 (2.30%) Ubuntu
3 5 (2.30%) Windows
4 4 (1.84%) CentOS
5 3 (1.38%) Windows Server
6 2 (0.92%) Android
6 2 (0.92%) Apple iOS
7 1 (0.46%) Red Hat Enterprise Linux
7 1 (0.46%) SmartOS
Processes & Methodologies
1 96 (44.24%) Agile Software Development
2 49 (22.58%) ETL
3 45 (20.74%) Analytics
3 45 (20.74%) DevOps
4 44 (20.28%) Software Engineering
5 41 (18.89%) BDD
6 38 (17.51%) Data Science
7 37 (17.05%) TDD
8 36 (16.59%) Decision-Making
9 31 (14.29%) Line Management
9 31 (14.29%) Machine Learning
10 26 (11.98%) Presales
11 25 (11.52%) Data Engineering
11 25 (11.52%) Identity Access Management
11 25 (11.52%) Vendor Relationship Management
12 23 (10.60%) Business Intelligence
13 21 (9.68%) Data Analytics
13 21 (9.68%) DNA
13 21 (9.68%) SDLC
14 20 (9.22%) Continuous Delivery
Programming Languages
1 108 (49.77%) SQL
2 91 (41.94%) Python
3 82 (37.79%) Java
3 82 (37.79%) Scala
4 48 (22.12%) JavaScript
5 34 (15.67%) C#
6 17 (7.83%) Shell Script
7 15 (6.91%) Go
7 15 (6.91%) PL/SQL
8 12 (5.53%) R
9 8 (3.69%) Ruby
10 6 (2.76%) Elixir
10 6 (2.76%) Erlang
11 5 (2.30%) Clojure
11 5 (2.30%) Lisp
12 3 (1.38%) Bash Shell
12 3 (1.38%) C++
13 2 (0.92%) AWK
13 2 (0.92%) ES6
13 2 (0.92%) T-SQL
Qualifications
1 25 (11.52%) MCSA
1 25 (11.52%) MCSE
1 25 (11.52%) Microsoft Certification
2 23 (10.60%) AWS Certification
3 17 (7.83%) Security Cleared
4 9 (4.15%) Degree
5 7 (3.23%) Computer Science Degree
6 1 (0.46%) SC Cleared
Quality Assurance & Compliance
1 10 (4.61%) GDPR
2 7 (3.23%) QA
3 3 (1.38%) Data Quality
System Software
1 34 (15.67%) Docker
2 26 (11.98%) HDFS
3 24 (11.06%) Active Directory
4 6 (2.76%) Apache Flume
4 6 (2.76%) Virtual Machines
5 1 (0.46%) Varnish
Systems Management
1 24 (11.06%) Terraform
2 23 (10.60%) Grafana
3 22 (10.14%) Ansible
4 18 (8.29%) Kibana
4 18 (8.29%) logstash
4 18 (8.29%) Prometheus
5 12 (5.53%) Oozie
6 9 (4.15%) Puppet
7 8 (3.69%) Opscode Chef
8 7 (3.23%) Consul
8 7 (3.23%) Kubernetes
9 6 (2.76%) Salt
10 4 (1.84%) Xymon
10 4 (1.84%) ZABBIX
11 2 (0.92%) Graphite
11 2 (0.92%) Istio
11 2 (0.92%) Packer
12 1 (0.46%) Marathon
12 1 (0.46%) Mesos
Vendors
1 27 (12.44%) Microsoft
2 18 (8.29%) Hortonworks
3 15 (6.91%) Tableau
4 12 (5.53%) Oracle
4 12 (5.53%) Talend
5 8 (3.69%) Splunk
6 6 (2.76%) Google
7 5 (2.30%) Adobe
7 5 (2.30%) MicroStrategy
7 5 (2.30%) Red Hat
8 4 (1.84%) SAP
9 3 (1.38%) Atlassian
9 3 (1.38%) Sitecore
10 2 (0.92%) AppDynamics
10 2 (0.92%) Cognizant
10 2 (0.92%) Facebook
10 2 (0.92%) IBM
10 2 (0.92%) New Relic
11 1 (0.46%) Informatica
11 1 (0.46%) SaltStack