Period
to 19 August 2018

The following table provides summary statistics for permanent job vacancies advertised in Chester with a requirement for Kafka skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Kafka over the 6 months to 19 August 2018 with a comparison to the same period in the previous 2 years.

Apache Kafka
Cheshire > Chester
6 months to
19 Aug 2018
Same period 2017 Same period 2016
Rank 33 39 -
Rank change year-on-year +6 - +61
Permanent jobs citing Kafka 13 9 0
As % of all permanent IT jobs advertised in Chester 4.61% 3.01% -
As % of the Libraries, Frameworks & Software Standards category 9.42% 5.49% -
Number of salaries quoted 10 9 0
Chester median annual salary £67,500 £55,000 -
Median salary % change year-on-year +22.73% - -
Cheshire median annual salary £60,000 £55,000 -
% change year-on-year +9.09% - -

Kafka is in the Software Libraries and Frameworks category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Chester with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
Chester
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 138 164 168
As % of all permanent IT jobs advertised in Chester 48.94% 54.85% 49.56%
Number of salaries quoted 127 151 152
Chester median annual salary £40,000 £40,000 £36,750
Median salary % change year-on-year - +8.84% -12.50%
10th Percentile £24,700 £27,500 £23,000
90th Percentile £61,000 £53,750 £52,500
Cheshire median annual salary £42,500 £40,000 £37,500
% change year-on-year +6.25% +6.67% -6.25%

Kafka
Job Vacancy Trend in Chester

Job postings citing Kafka as a percentage of all IT jobs advertised in Chester.

Job vacancy trend for Kafka in Chester

Kafka
Salary Trend in Chester

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Kafka in Chester.

Salary trend for Kafka in Chester

Kafka
Salary Histogram in Chester

The salary distribution of IT jobs citing Kafka in Chester over the 6 months to 19 August 2018.

Salary histogram for Kafka in Chester

For the 6 months to 19 August 2018, IT jobs citing Kafka 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 Chester region with a requirement for Kafka.

1 12 (92.31%) Amazon AWS
2 11 (84.62%) Hadoop
2 11 (84.62%) Java
2 11 (84.62%) Big Data
2 11 (84.62%) Apache Spark
3 9 (69.23%) Agile Software Development
4 7 (53.85%) NoSQL
4 7 (53.85%) Data Engineering
5 6 (46.15%) REST
5 6 (46.15%) Apache Pig
5 6 (46.15%) Microsoft Azure
5 6 (46.15%) TDD
6 5 (38.46%) Scala
6 5 (38.46%) Python
6 5 (38.46%) Data Modelling
7 4 (30.77%) HTML
7 4 (30.77%) CSS
7 4 (30.77%) JavaScript
7 4 (30.77%) SQL
7 4 (30.77%) RESTful
7 4 (30.77%) MongoDB
7 4 (30.77%) Degree
7 4 (30.77%) Mathematics
7 4 (30.77%) Computer Science
7 4 (30.77%) Numerate Degree
7 4 (30.77%) Computer Science Degree
7 4 (30.77%) AngularJS
7 4 (30.77%) Talend
8 3 (23.08%) Presales
8 3 (23.08%) Continuous Delivery

Kafka
Co-occurring IT Skills in Chester 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 11 (84.62%) Apache Spark
2 6 (46.15%) Apache Pig
3 3 (23.08%) Apache
Cloud Services
1 12 (92.31%) Amazon AWS
2 6 (46.15%) Microsoft Azure
3 3 (23.08%) Amazon EMR
3 3 (23.08%) Amazon S3
4 2 (15.38%) Amazon EC2
4 2 (15.38%) Cloud Computing
5 1 (7.69%) Amazon Kinesis
5 1 (7.69%) AWS Lambda
5 1 (7.69%) Serverless
Communications & Networking
1 1 (7.69%) Internet
Database & Business Intelligence
1 11 (84.62%) Big Data
1 11 (84.62%) Hadoop
2 7 (53.85%) NoSQL
3 4 (30.77%) MongoDB
4 3 (23.08%) Amazon Redshift
4 3 (23.08%) Apache Hive
4 3 (23.08%) Flink
5 2 (15.38%) Amazon Athena
6 1 (7.69%) HBase
6 1 (7.69%) Impala
6 1 (7.69%) MySQL
Development Applications
1 3 (23.08%) Git (software)
2 2 (15.38%) JIRA
General
1 1 (7.69%) Automotive
1 1 (7.69%) Retail
Job Titles
1 6 (46.15%) Data Engineer
2 5 (38.46%) Architect
3 4 (30.77%) Big Data Engineer
3 4 (30.77%) Solutions Architect
4 2 (15.38%) Presales Solution Architect
4 2 (15.38%) Senior Data Engineer
4 2 (15.38%) Technical Architect
5 1 (7.69%) AWS Architect
5 1 (7.69%) AWS Solutions Architect
5 1 (7.69%) Big Data Architect
5 1 (7.69%) Big Data Solutions Architect
5 1 (7.69%) Data Architect
5 1 (7.69%) Developer
5 1 (7.69%) DevOps Engineer
5 1 (7.69%) Java Architect
5 1 (7.69%) Java Solutions Architect
5 1 (7.69%) Java Technical Architect
5 1 (7.69%) Software Developer
5 1 (7.69%) Technical Solutions Architect
Libraries, Frameworks & Software Standards
1 6 (46.15%) REST
2 4 (30.77%) AngularJS
2 4 (30.77%) CSS
2 4 (30.77%) HTML
2 4 (30.77%) RESTful
3 3 (23.08%) HTML5
3 3 (23.08%) JSON
3 3 (23.08%) Spark Streaming
3 3 (23.08%) Web Services
4 2 (15.38%) EJB
4 2 (15.38%) J2EE
4 2 (15.38%) JMS
5 1 (7.69%) Laravel
5 1 (7.69%) Node.js
5 1 (7.69%) RabbitMQ
5 1 (7.69%) React
5 1 (7.69%) React Native
5 1 (7.69%) Sass
5 1 (7.69%) Twitter Bootstrap
Miscellaneous
1 4 (30.77%) Computer Science
2 2 (15.38%) Video\Live Streaming
3 1 (7.69%) Infotainment
3 1 (7.69%) Internet of Things
3 1 (7.69%) Linux Command Line
Operating Systems
1 1 (7.69%) Unix
Processes & Methodologies
1 9 (69.23%) Agile Software Development
2 7 (53.85%) Data Engineering
3 6 (46.15%) TDD
4 5 (38.46%) Data Modelling
5 4 (30.77%) Mathematics
6 3 (23.08%) Continuous Delivery
6 3 (23.08%) Continuous Integration
6 3 (23.08%) DevOps
6 3 (23.08%) MapReduce
6 3 (23.08%) Presales
6 3 (23.08%) SDLC
6 3 (23.08%) Service Delivery
7 2 (15.38%) BDD
7 2 (15.38%) Change Management
7 2 (15.38%) Data Governance
7 2 (15.38%) Data Ingestion
7 2 (15.38%) Data Visualisation
7 2 (15.38%) Information Security
7 2 (15.38%) Open Source
7 2 (15.38%) Visualisation
Programming Languages
1 11 (84.62%) Java
2 5 (38.46%) Python
2 5 (38.46%) Scala
3 4 (30.77%) JavaScript
3 4 (30.77%) SQL
4 2 (15.38%) C
4 2 (15.38%) C++
4 2 (15.38%) Perl
5 1 (7.69%) PHP
Qualifications
1 4 (30.77%) Computer Science Degree
1 4 (30.77%) Degree
1 4 (30.77%) Numerate Degree
System Software
1 2 (15.38%) Docker
2 1 (7.69%) HDFS
Systems Management
1 1 (7.69%) Opscode Chef
1 1 (7.69%) Puppet
Vendors
1 4 (30.77%) Talend
2 3 (23.08%) Cloudera
3 2 (15.38%) CA Agile Central
3 2 (15.38%) Google
4 1 (7.69%) Twitter