Period
to 17 December 2017

The following table provides summary statistics for contract job vacancies advertised in England with a requirement for Amazon Kinesis skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Amazon Kinesis over the 6 months to 17 December 2017 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Amazon Kinesis
UK > England
6 months to
17 Dec 2017
Same period 2016 Same period 2015
Rank 773 745 842
Rank change year-on-year -28 +97 -3
Contract jobs citing Amazon Kinesis 83 93 19
As % of all contract IT jobs advertised in England 0.088% 0.098% 0.018%
As % of the Cloud Services category 0.51% 0.79% 0.26%
Number of daily rates quoted 73 62 12
England median daily rate £525 £525 £443
Median daily rate % change year-on-year - +18.64% -6.84%
10th Percentile £414 £444 £354
90th Percentile £658 £625 £475
UK median daily rate £525 £525 £443
% change year-on-year - +18.64% -6.84%
Number of hourly rates quoted 0 0 0
England median hourly rate - - -
UK median hourly rate - - -

Amazon Kinesis is in the Cloud Services category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in England with a requirement for cloud computing skills.

All Cloud Skills
England
Contract vacancies with a requirement for cloud computing skills 16225 11766 7206
As % of all contract IT jobs advertised in England 17.18% 12.43% 6.98%
Number of daily rates quoted 11365 8125 4935
England median daily rate £475 £450 £425
Median daily rate % change year-on-year +5.56% +5.88% -
10th Percentile £275 £281 £263
90th Percentile £625 £612 £598
UK median daily rate £475 £450 £425
% change year-on-year +5.56% +5.88% -
Number of hourly rates quoted 202 169 112
England median hourly rate £20.00 £19.00 £21.64
Median hourly rate % change year-on-year +5.26% -12.20% +5.56%
10th Percentile £11.03 £11.62 £10.55
90th Percentile £58.75 £56.77 £47.15
UK median hourly rate £20.00 £18.00 £21.64
% change year-on-year +11.11% -16.82% +8.20%

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
Contractor Daily Rate Trend in England

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Amazon Kinesis in England.

Contractor daily rate trend for Amazon Kinesis in England

Amazon Kinesis
Contractor Daily Rate Histogram in England

The daily rate distribution of IT jobs citing Amazon Kinesis in England over the 6 months to 17 December 2017.

Contractor daily rate histogram for Amazon Kinesis in England

Amazon Kinesis
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Amazon Kinesis within the England region over the 6 months to 17 December 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
London -16 71 £525 -2.33% 19
East of England - 8 £500 - 1
North of England +39 4 £300 -
North West +4 4 £300 -
South East -24 2 £500 +11.11%
Amazon Kinesis
UK

For the 6 months to 17 December 2017, IT contractor 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 contract ads across the England region with a requirement for Amazon Kinesis.

1 82 (98.80%) Amazon AWS
2 49 (59.04%) Amazon Redshift
3 40 (48.19%) Amazon S3
4 35 (42.17%) Analytics
5 32 (38.55%) Amazon EC2
5 32 (38.55%) Python
6 28 (33.73%) AWS Lambda
6 28 (33.73%) Serverless
7 27 (32.53%) SQL
8 26 (31.33%) Linux
8 26 (31.33%) Kafka
9 25 (30.12%) Big Data
9 25 (30.12%) Java
10 24 (28.92%) NoSQL
11 23 (27.71%) Data Analytics
11 23 (27.71%) Amazon EMR
11 23 (27.71%) Amazon DynamoDB
11 23 (27.71%) Virtual Private Cloud
12 22 (26.51%) Apache Spark
13 19 (22.89%) Amazon RDS
13 19 (22.89%) Web Services
13 19 (22.89%) Agile Software Development
14 18 (21.69%) Hadoop
14 18 (21.69%) Jenkins
15 17 (20.48%) DevOps
15 17 (20.48%) Microservices
16 16 (19.28%) Elasticsearch
17 15 (18.07%) ETL
18 14 (16.87%) Ansible
18 14 (16.87%) Docker

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 22 (26.51%) Apache Spark
2 16 (19.28%) Elasticsearch
3 7 (8.43%) Apache Airflow
4 5 (6.02%) Apache
4 5 (6.02%) Cloud Foundry
5 3 (3.61%) nginx
6 2 (2.41%) Jetty
6 2 (2.41%) Oracle SOA Suite
7 1 (1.20%) Apache Qpid
7 1 (1.20%) Apache Solr
7 1 (1.20%) Lightstreamer
7 1 (1.20%) Luigi
7 1 (1.20%) WebORB
Applications
1 1 (1.20%) HipChat
1 1 (1.20%) Microsoft Excel
1 1 (1.20%) Microsoft PowerPoint
Cloud Services
1 82 (98.80%) Amazon AWS
2 40 (48.19%) Amazon S3
3 32 (38.55%) Amazon EC2
4 28 (33.73%) AWS Lambda
4 28 (33.73%) Serverless
5 23 (27.71%) Amazon EMR
5 23 (27.71%) Virtual Private Cloud
6 14 (16.87%) Amazon SQS
7 11 (13.25%) Amazon ELB
8 10 (12.05%) Amazon CloudWatch
8 10 (12.05%) AWS CloudTrail
8 10 (12.05%) Google Cloud Platform
9 9 (10.84%) AWS CloudFormation
9 9 (10.84%) Heroku
10 6 (7.23%) Amazon ElastiCache
10 6 (7.23%) AWS Elastic Beanstalk
10 6 (7.23%) CloudFront
10 6 (7.23%) PaaS
10 6 (7.23%) Route 53
11 4 (4.82%) AWS Data Pipeline
Communications & Networking
1 3 (3.61%) Internet
2 2 (2.41%) DNS
2 2 (2.41%) Firewall
2 2 (2.41%) HTTP
3 1 (1.20%) SAN
3 1 (1.20%) SMS
3 1 (1.20%) Software-Defined Networking
3 1 (1.20%) SSL
3 1 (1.20%) TCP/IP
Database & Business Intelligence
1 49 (59.04%) Amazon Redshift
2 25 (30.12%) Big Data
3 24 (28.92%) NoSQL
4 23 (27.71%) Amazon DynamoDB
5 19 (22.89%) Amazon RDS
6 18 (21.69%) Hadoop
7 14 (16.87%) HBase
7 14 (16.87%) Neo4j
8 12 (14.46%) Data Warehouse
9 11 (13.25%) Apache Cassandra
10 9 (10.84%) Apache Hive
11 8 (9.64%) Amazon QuickSight
11 8 (9.64%) BigQuery
11 8 (9.64%) Data Mining
11 8 (9.64%) MongoDB
11 8 (9.64%) Redis
12 7 (8.43%) Relational Database
13 6 (7.23%) Impala
14 5 (6.02%) Enterprise Data Warehouse
15 4 (4.82%) Parquet
Development Applications
1 18 (21.69%) Jenkins
2 7 (8.43%) webpack
3 5 (6.02%) CircleCI
4 3 (3.61%) Maven
5 2 (2.41%) Babel
5 2 (2.41%) Bower
5 2 (2.41%) GoCD
5 2 (2.41%) Gradle
5 2 (2.41%) Grunt
5 2 (2.41%) JUnit
5 2 (2.41%) Oracle APEX
5 2 (2.41%) Travis CI
6 1 (1.20%) Eclipse
6 1 (1.20%) Git (software)
6 1 (1.20%) Hudson
6 1 (1.20%) JIRA
6 1 (1.20%) Mocha
6 1 (1.20%) Sonatype Nexus
6 1 (1.20%) Vagrant
6 1 (1.20%) Visual Studio Team System
General
1 3 (3.61%) Games
1 3 (3.61%) Marketing
1 3 (3.61%) Publishing
2 2 (2.41%) Finance
3 1 (1.20%) Advertising
3 1 (1.20%) Banking
3 1 (1.20%) Electronics
3 1 (1.20%) Financial Institution
3 1 (1.20%) Manufacturing
3 1 (1.20%) Retail Banking
3 1 (1.20%) Telecoms
Job Titles
1 28 (33.73%) Architect
1 28 (33.73%) Developer
2 15 (18.07%) Solutions Architect
3 13 (15.66%) Data Engineer
4 12 (14.46%) AWS Architect
4 12 (14.46%) Data Architect
5 11 (13.25%) AWS Engineer
5 11 (13.25%) DevOps Engineer
6 7 (8.43%) AWS Developer
6 7 (8.43%) AWS DevOps
6 7 (8.43%) AWS DevOps Engineer
6 7 (8.43%) Big Data Architect
6 7 (8.43%) ETL Developer
6 7 (8.43%) Redshift Developer
6 7 (8.43%) SQL Developer
7 6 (7.23%) Full Stack Developer
8 5 (6.02%) Big Data Engineer
8 5 (6.02%) Big Data Solutions Architect
8 5 (6.02%) Java Developer
9 4 (4.82%) Digital Architect
Libraries, Frameworks & Software Standards
1 26 (31.33%) Kafka
2 19 (22.89%) Web Services
3 12 (14.46%) Node.js
4 9 (10.84%) RabbitMQ
4 9 (10.84%) REST
4 9 (10.84%) Sass
5 7 (8.43%) HTML
5 7 (8.43%) RESTful
6 6 (7.23%) .NET
6 6 (7.23%) PySpark
7 5 (6.02%) CSS
7 5 (6.02%) Dropwizard
7 5 (6.02%) OAuth
7 5 (6.02%) OpenID
7 5 (6.02%) SAML
8 4 (4.82%) Apache Avro
8 4 (4.82%) JSON
8 4 (4.82%) Spring
8 4 (4.82%) Velocity
9 3 (3.61%) Akka
Miscellaneous
1 11 (13.25%) User Experience
2 7 (8.43%) Cyberthreat
3 5 (6.02%) Greenfield Project
4 4 (4.82%) Computer Science
5 2 (2.41%) Algorithms
5 2 (2.41%) Analytical Skills
5 2 (2.41%) Linux Command Line
6 1 (1.20%) Cloud Native
6 1 (1.20%) Data Centre
6 1 (1.20%) Management Information System
6 1 (1.20%) Public Cloud
6 1 (1.20%) Social Media
6 1 (1.20%) Virtual Team
Operating Systems
1 26 (31.33%) Linux
2 5 (6.02%) Unix
3 3 (3.61%) Android
3 3 (3.61%) Apple iOS
4 1 (1.20%) CentOS
4 1 (1.20%) Data ONTAP
4 1 (1.20%) Mesosphere
Processes & Methodologies
1 35 (42.17%) Analytics
2 23 (27.71%) Data Analytics
3 19 (22.89%) Agile Software Development
4 17 (20.48%) DevOps
4 17 (20.48%) Microservices
5 15 (18.07%) ETL
6 12 (14.46%) Machine Learning
7 11 (13.25%) Big Data Analytics
7 11 (13.25%) Open Source
8 9 (10.84%) Data Integration
8 9 (10.84%) Visualisation
9 8 (9.64%) Business Intelligence
9 8 (9.64%) Continuous Deployment
9 8 (9.64%) Continuous Integration
9 8 (9.64%) Migration
9 8 (9.64%) Protective Monitoring
9 8 (9.64%) SIEM
9 8 (9.64%) SOA
9 8 (9.64%) TDD
10 7 (8.43%) Change Data Capture
Programming Languages
1 32 (38.55%) Python
2 27 (32.53%) SQL
3 25 (30.12%) Java
4 13 (15.66%) Go
5 12 (14.46%) JavaScript
6 10 (12.05%) Scala
7 6 (7.23%) C#
7 6 (7.23%) R
8 5 (6.02%) ES6
9 3 (3.61%) Bash Shell
9 3 (3.61%) Ruby
10 2 (2.41%) Apex Code
10 2 (2.41%) GraphQL
10 2 (2.41%) T-SQL
11 1 (1.20%) C++
11 1 (1.20%) Clojure
11 1 (1.20%) Groovy
11 1 (1.20%) PowerShell
11 1 (1.20%) Rust
Qualifications
1 6 (7.23%) Security Cleared
2 5 (6.02%) SC Cleared
3 3 (3.61%) Degree
4 1 (1.20%) AWS Certification
4 1 (1.20%) DV Cleared
Quality Assurance & Compliance
1 5 (6.02%) QA
2 1 (1.20%) ISO 20022
System Software
1 14 (16.87%) Docker
2 4 (4.82%) Apache Flume
2 4 (4.82%) HDFS
3 2 (2.41%) Virtual Machines
4 1 (1.20%) NFS
Systems Management
1 14 (16.87%) Ansible
2 11 (13.25%) Kubernetes
3 10 (12.05%) Terraform
4 9 (10.84%) Opscode Chef
5 8 (9.64%) Oozie
5 8 (9.64%) Puppet
6 2 (2.41%) Grafana
6 2 (2.41%) Mesos
7 1 (1.20%) Graphite
Vendors
1 8 (9.64%) AlienVault
2 4 (4.82%) Cloudera
2 4 (4.82%) Splunk
3 3 (3.61%) Microsoft
3 3 (3.61%) Oracle
3 3 (3.61%) SAP
4 2 (2.41%) Databricks
4 2 (2.41%) Hortonworks
4 2 (2.41%) Salesforce.com
4 2 (2.41%) SaltStack
4 2 (2.41%) Tableau
5 1 (1.20%) Capita
5 1 (1.20%) Facebook
5 1 (1.20%) Google
5 1 (1.20%) MapR
5 1 (1.20%) NetApp
5 1 (1.20%) Red Hat
5 1 (1.20%) VMware