Period
to 21 August 2017

The following table provides summary statistics for permanent job vacancies with a requirement for Apache Avro skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Apache Avro over the 6 months to 21 August 2017 with a comparison to the same period in the previous 2 years.

Apache Avro
UK
6 months to
21 Aug 2017
Same period 2016 Same period 2015
Rank 1168 1217 1299
Rank change year-on-year +49 +82 +30
Permanent jobs citing Apache Avro 19 42 2
As % of all permanent IT jobs advertised in the UK 0.011% 0.021% 0.001%
As % of the Libraries, Frameworks & Software Standards category 0.027% 0.055% 0.002%
Number of salaries quoted 16 33 2
UK median annual salary £56,750 £75,000 £83,750
Median salary % change year-on-year -24.33% -10.45% +19.64%
10th Percentile £53,750 £61,250 £72,625
90th Percentile £76,250 £87,000 £93,875
UK excluding London median annual salary £55,000 £67,500 -
% change year-on-year -18.52% - -

Apache Avro is in the industry standards, technical specifications and software library and framework skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for industry standards, technical specifications and software library and framework skills.

Software Library & Framework Skills
UK
Permanent job vacancies with a requirement for industry standards, technical specifications and software library and framework skills 71321 76425 82669
As % of all permanent IT job vacancies advertised in the UK 40.52% 38.78% 37.87%
Number of salaries quoted 59279 66362 70509
UK median annual salary £47,500 £47,500 £45,000
Median salary % change year-on-year - +5.56% +3.45%
10th Percentile £29,000 £28,750 £27,500
90th Percentile £77,500 £75,000 £72,500
UK excluding London median annual salary £42,500 £41,500 £40,000
% change year-on-year +2.41% +3.75% -

Apache Avro
Job Vacancy Trend

Job postings citing Apache Avro as a percentage of all IT jobs advertised.

Job vacancy trend for Apache Avro in the UK

Apache Avro
Salary Trend

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

Salary trend for Apache Avro in the UK

Apache Avro
Salary Histogram

The salary distribution of IT jobs citing Apache Avro over the 6 months to 21 August 2017.

Salary histogram for Apache Avro in the UK

Apache Avro
Top 4 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Apache Avro within the UK over the 6 months to 21 August 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +56 19 £56,750 -24.33%
South East +81 10 £55,000 -33.33%
UK excluding London +73 10 £55,000 -18.52%
London +35 9 £57,500 -23.33%

For the 6 months to 21 August 2017, IT jobs citing Apache Avro also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads with a requirement for Apache Avro.

1 16 (84.21%) HDFS
2 15 (78.95%) Java
3 13 (68.42%) HBase
4 12 (63.16%) Kafka
4 12 (63.16%) Agile Software Development
5 11 (57.89%) Finance
5 11 (57.89%) Scala
5 11 (57.89%) Hadoop
5 11 (57.89%) Apache Hive
5 11 (57.89%) Apache Spark
6 10 (52.63%) Parquet
6 10 (52.63%) Big Data
6 10 (52.63%) REST
7 9 (47.37%) Mentoring
7 9 (47.37%) Linux
7 9 (47.37%) Apache
8 8 (42.11%) Shell Script
8 8 (42.11%) OO
8 8 (42.11%) Degree
8 8 (42.11%) JSON
8 8 (42.11%) Hadoop YARN
8 8 (42.11%) RabbitMQ
8 8 (42.11%) Jenkins
9 7 (36.84%) Continuous Integration
10 6 (31.58%) Git (software)
10 6 (31.58%) TDD
10 6 (31.58%) Unix
10 6 (31.58%) Protocol Buffers
10 6 (31.58%) Linux Command Line
11 5 (26.32%) Virtual Team

Apache Avro
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 11 (57.89%) Apache Spark
2 9 (47.37%) Apache
3 5 (26.32%) Elasticsearch
4 3 (15.79%) Apache Pig
4 3 (15.79%) Apache Solr
Cloud Services
1 5 (26.32%) GitHub
2 4 (21.05%) Amazon AWS
3 1 (5.26%) Microsoft Azure
3 1 (5.26%) PaaS
Communications & Networking
1 3 (15.79%) HTTP
Database & Business Intelligence
1 13 (68.42%) HBase
2 11 (57.89%) Apache Hive
2 11 (57.89%) Hadoop
3 10 (52.63%) Big Data
3 10 (52.63%) Parquet
4 5 (26.32%) Impala
5 4 (21.05%) Apache Cassandra
5 4 (21.05%) MongoDB
5 4 (21.05%) NoSQL
6 3 (15.79%) Neo4j
6 3 (15.79%) Redis
6 3 (15.79%) Relational Database
6 3 (15.79%) SQL Server
7 2 (10.53%) Data Warehouse
8 1 (5.26%) DB2
8 1 (5.26%) Mahout
Development Applications
1 8 (42.11%) Jenkins
2 6 (31.58%) Git (software)
3 5 (26.32%) Gradle
4 3 (15.79%) JIRA
4 3 (15.79%) Maven
5 1 (5.26%) Eclipse
5 1 (5.26%) FindBugs
5 1 (5.26%) SonarQube
5 1 (5.26%) Vagrant
General
1 11 (57.89%) Finance
2 1 (5.26%) Financial Institution
Job Titles
1 14 (73.68%) Developer
2 5 (26.32%) Scala Developer
3 4 (21.05%) Consultant
4 3 (15.79%) C# Developer
4 3 (15.79%) Full Stack Developer
4 3 (15.79%) Senior C# Developer
4 3 (15.79%) Senior Developer
4 3 (15.79%) Senior Full Stack Developer
5 2 (10.53%) Architect
5 2 (10.53%) Software Engineer
6 1 (5.26%) Big Data Architect
6 1 (5.26%) Data Architect
6 1 (5.26%) Graduate
6 1 (5.26%) Graduate Software Engineer
6 1 (5.26%) Senior Architect
6 1 (5.26%) Technical Leader
Libraries, Frameworks & Software Standards
1 12 (63.16%) Kafka
2 10 (52.63%) REST
3 8 (42.11%) JSON
3 8 (42.11%) RabbitMQ
4 6 (31.58%) Protocol Buffers
5 5 (26.32%) Middleware
5 5 (26.32%) Spring
6 3 (15.79%) .NET
6 3 (15.79%) .NET Framework
6 3 (15.79%) Akka
6 3 (15.79%) ASP.NET
6 3 (15.79%) ASP.NET MVC
6 3 (15.79%) ASP.NET Web API
6 3 (15.79%) Lucene
6 3 (15.79%) Memcached
6 3 (15.79%) SignalR
7 2 (10.53%) Play Framework
8 1 (5.26%) Samza
8 1 (5.26%) Scalaz
Miscellaneous
1 6 (31.58%) Linux Command Line
2 5 (26.32%) Virtual Team
3 3 (15.79%) Computer Science
4 1 (5.26%) Algorithms
4 1 (5.26%) Analytical Skills
Operating Systems
1 9 (47.37%) Linux
2 6 (31.58%) Unix
Processes & Methodologies
1 12 (63.16%) Agile Software Development
2 9 (47.37%) Mentoring
3 8 (42.11%) OO
4 7 (36.84%) Continuous Integration
5 6 (31.58%) TDD
6 5 (26.32%) API Design
6 5 (26.32%) BDD
6 5 (26.32%) Benchmarking
6 5 (26.32%) Software Deployment
7 4 (21.05%) Open Source
7 4 (21.05%) Scrum
7 4 (21.05%) SOA
8 3 (15.79%) Asynchronous Programming
8 3 (15.79%) B2B
8 3 (15.79%) BPEL
8 3 (15.79%) Data Modelling
8 3 (15.79%) Functional Programming
8 3 (15.79%) Multithreaded Programming
8 3 (15.79%) Multithreading
8 3 (15.79%) MVC
Programming Languages
1 15 (78.95%) Java
2 11 (57.89%) Scala
3 8 (42.11%) Shell Script
4 5 (26.32%) SQL
5 3 (15.79%) C#
6 2 (10.53%) C++
6 2 (10.53%) Clojure
6 2 (10.53%) F#
6 2 (10.53%) Groovy
6 2 (10.53%) Haskell
6 2 (10.53%) Lisp
7 1 (5.26%) Perl
7 1 (5.26%) PHP
7 1 (5.26%) Python
Qualifications
1 8 (42.11%) Degree
2 3 (15.79%) Computer Science Degree
Quality Assurance & Compliance
1 5 (26.32%) QA
System Software
1 16 (84.21%) HDFS
2 5 (26.32%) Apache ZooKeeper
3 2 (10.53%) Apache Flume
4 1 (5.26%) Docker
Systems Management
1 8 (42.11%) Hadoop YARN
2 3 (15.79%) Mesos
3 1 (5.26%) Oozie
3 1 (5.26%) Opscode Chef
Vendors
1 3 (15.79%) Microsoft
2 1 (5.26%) Greenplum
2 1 (5.26%) IBM
2 1 (5.26%) Netezza
2 1 (5.26%) Oracle
2 1 (5.26%) Teradata
2 1 (5.26%) Vertica