Period
to 23 October 2018

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

Amazon Kinesis
England > South West
6 months to
23 Oct 2018
Same period 2017 Same period 2016
Rank 313 321 -
Rank change year-on-year +8 - -
Permanent jobs citing Amazon Kinesis 22 11 0
As % of all permanent IT jobs advertised in the South West 0.21% 0.11% -
As % of the Cloud Services category 1.04% 0.62% -
Number of salaries quoted 20 8 0
South West median annual salary £60,000 £50,000 -
Median salary % change year-on-year +20.00% - -
England median annual salary £72,500 £70,000 £65,000
% change year-on-year +3.57% +7.69% +23.81%

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 the South West with a requirement for cloud computing skills.

All Cloud Skills
South West
Permanent vacancies with a requirement for cloud computing skills 2,112 1,764 1,233
As % of all permanent IT jobs advertised in the South West 20.48% 17.38% 11.42%
Number of salaries quoted 1,759 1,487 1,041
South West median annual salary £45,000 £45,000 £40,000
Median salary % change year-on-year - +12.50% -5.88%
10th Percentile £26,250 £24,750 £25,000
90th Percentile £72,500 £68,750 £68,750
England median annual salary £55,000 £52,500 £51,500
% change year-on-year +4.76% +1.94% +7.29%

Amazon Kinesis
Job Vacancy Trend in the South West

Job postings citing Amazon Kinesis as a percentage of all IT jobs advertised in the South West.

Job vacancy trend for Amazon Kinesis in the South West

Amazon Kinesis
Salary Trend in the South West

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

Salary trend for Amazon Kinesis in the South West

Amazon Kinesis
Salary Histogram in the South West

The salary distribution of IT jobs citing Amazon Kinesis in the South West over the 6 months to 23 October 2018.

Salary histogram for Amazon Kinesis in the South West

Amazon Kinesis
Job Locations in the South West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Amazon Kinesis within the South West region over the 6 months to 23 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
Bristol +11 11 £56,250 +12.50%
Somerset - 7 £82,500 -
Avon - 2 £50,000 -
Gloucestershire +10 1 £60,000 -
Amazon Kinesis
England

For the 6 months to 23 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 across the South West region with a requirement for Amazon Kinesis.

1 22 (100.00%) Amazon AWS
2 21 (95.45%) Amazon Redshift
3 20 (90.91%) Agile Software Development
4 17 (77.27%) Big Data
5 13 (59.09%) SQL
6 12 (54.55%) Python
6 12 (54.55%) Apache Spark
7 11 (50.00%) Scala
8 10 (45.45%) NoSQL
8 10 (45.45%) Java
8 10 (45.45%) PostgreSQL
9 9 (40.91%) C#
10 8 (36.36%) Scrum
10 8 (36.36%) Software Engineering
11 7 (31.82%) TDD
11 7 (31.82%) RDBMS
11 7 (31.82%) MongoDB
11 7 (31.82%) Apache Cassandra
11 7 (31.82%) Neo4j
11 7 (31.82%) Machine Learning
11 7 (31.82%) Amazon EC2
11 7 (31.82%) Amazon S3
11 7 (31.82%) BDD
11 7 (31.82%) Git (software)
11 7 (31.82%) Use Case
11 7 (31.82%) Data Engineering
11 7 (31.82%) Relational Database
11 7 (31.82%) Line Management
11 7 (31.82%) Data Science
11 7 (31.82%) Decision-Making

Amazon Kinesis
Co-occurring IT Skills in the South West 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 12 (54.55%) Apache Spark
2 3 (13.64%) Apache Pig
2 3 (13.64%) Elasticsearch
Applications
1 1 (4.55%) Microsoft Office
Cloud Services
1 22 (100.00%) Amazon AWS
2 7 (31.82%) Amazon EC2
2 7 (31.82%) Amazon S3
3 4 (18.18%) Amazon EMR
3 4 (18.18%) AWS Lambda
3 4 (18.18%) Microsoft Azure
3 4 (18.18%) Serverless
4 3 (13.64%) GitHub
5 1 (4.55%) Office 365
Communications & Networking
1 2 (9.09%) Internet
1 2 (9.09%) MQTT
2 1 (4.55%) Network Security
Database & Business Intelligence
1 21 (95.45%) Amazon Redshift
2 17 (77.27%) Big Data
3 10 (45.45%) NoSQL
3 10 (45.45%) PostgreSQL
4 7 (31.82%) Apache Cassandra
4 7 (31.82%) MongoDB
4 7 (31.82%) Neo4j
4 7 (31.82%) RDBMS
4 7 (31.82%) Relational Database
5 5 (22.73%) Amazon DynamoDB
6 3 (13.64%) Amazon Athena
6 3 (13.64%) Apache Hive
6 3 (13.64%) BigQuery
6 3 (13.64%) Hadoop
6 3 (13.64%) Impala
6 3 (13.64%) Power BI
6 3 (13.64%) Presto
6 3 (13.64%) Spotfire
6 3 (13.64%) SQL Server
7 1 (4.55%) Cosmos DB
Development Applications
1 7 (31.82%) Git (software)
2 3 (13.64%) JIRA
2 3 (13.64%) Octopus Deploy
2 3 (13.64%) TeamCity
General
1 3 (13.64%) Finance
2 2 (9.09%) Manufacturing
3 1 (4.55%) Retail
Job Titles
1 5 (22.73%) AWS Engineer
1 5 (22.73%) Data Engineer
2 3 (13.64%) Development Manager
2 3 (13.64%) Hadoop Engineer
2 3 (13.64%) Senior Data Engineer
2 3 (13.64%) Senior Hadoop Engineer
2 3 (13.64%) Software Development Manager
2 3 (13.64%) Software Manager
2 3 (13.64%) UI Engineer
3 2 (9.09%) Architect
3 2 (9.09%) Solutions Architect
4 1 (4.55%) Big Data Manager
4 1 (4.55%) Cloud Architect
4 1 (4.55%) Cloud Solutions Architect
4 1 (4.55%) Data Manager
4 1 (4.55%) Data Science Manager
4 1 (4.55%) Lead Architect
4 1 (4.55%) Lead Solutions Architect
Libraries, Frameworks & Software Standards
1 6 (27.27%) Pandas
2 4 (18.18%) .NET
3 3 (13.64%) .NET Framework
3 3 (13.64%) MLlib
3 3 (13.64%) NumPy
3 3 (13.64%) Redux
3 3 (13.64%) REST
3 3 (13.64%) SciPy
3 3 (13.64%) TensorFlow
3 3 (13.64%) Velocity
4 2 (9.09%) Kafka
4 2 (9.09%) Keras
4 2 (9.09%) Theano
5 1 (4.55%) ASP.NET
5 1 (4.55%) JSON
5 1 (4.55%) RESTful
5 1 (4.55%) Web Services
5 1 (4.55%) XML
Miscellaneous
1 3 (13.64%) Clustering
2 2 (9.09%) Algorithms
2 2 (9.09%) Internet of Things
3 1 (4.55%) SCADA
3 1 (4.55%) Self-Motivation
Operating Systems
1 3 (13.64%) Windows
1 3 (13.64%) Windows Server
Processes & Methodologies
1 20 (90.91%) Agile Software Development
2 8 (36.36%) Scrum
2 8 (36.36%) Software Engineering
3 7 (31.82%) BDD
3 7 (31.82%) Data Engineering
3 7 (31.82%) Data Science
3 7 (31.82%) Decision-Making
3 7 (31.82%) Line Management
3 7 (31.82%) Machine Learning
3 7 (31.82%) TDD
3 7 (31.82%) Use Case
4 6 (27.27%) DevOps
5 5 (22.73%) ETL
5 5 (22.73%) SDLC
6 3 (13.64%) Analytics
6 3 (13.64%) API Development
6 3 (13.64%) Coaching
6 3 (13.64%) Data Analytics
6 3 (13.64%) Open Source
6 3 (13.64%) Visualisation
Programming Languages
1 13 (59.09%) SQL
2 12 (54.55%) Python
3 11 (50.00%) Scala
4 10 (45.45%) Java
5 9 (40.91%) C#
6 6 (27.27%) JavaScript
7 3 (13.64%) C++
Qualifications
1 1 (4.55%) MCSA
1 1 (4.55%) MCSE
1 1 (4.55%) Microsoft Certification
1 1 (4.55%) Security Cleared
System Software
1 6 (27.27%) Docker
Systems Management
1 3 (13.64%) Opscode Chef
Vendors
1 3 (13.64%) Atlassian
1 3 (13.64%) Tableau
2 1 (4.55%) Microsoft