The following table provides summary statistics for permanent job vacancies advertised in England 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 3 months to 24 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
24 Mar 2017
Same period 2016 Same period 2015
Apache Avro
UK / England
Rank 815 898 937
Rank change year-on-year +83 +39  
Permanent jobs citing Apache Avro 8 24 1
As % of all permanent IT jobs advertised in England 0.010% 0.025% 0.001%
As % of the Libraries, Frameworks & Software Standards category 0.025% 0.064% 0.003%
Number of salaries quoted 6 16 1
Median salary £92,500 £67,500 £77,500
Median salary % change year-on-year +37.03% -12.90%  
UK excluding London median salary £40,000 £50,000 -
% change year-on-year -20.00% -  

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 advertised in England with a requirement for industry standards, technical specifications and software library and framework skills.

Software Library & Framework Skills
England
Permanent job vacancies with a requirement for industry standards, technical specifications and software library and framework skills 31931 37239 37336
As % of all permanent IT job vacancies advertised in England 40.02% 38.59% 37.76%
Number of salaries quoted 27485 32390 31966
Median salary £45,000 £45,000 £45,000
90% offered a salary of more than £31,500 £31,000 £30,000
10% offered a salary of more than £70,000 £65,000 £67,500
UK excluding London median salary £40,000 £42,500 £40,000
% change year-on-year -5.88% +6.25%  

Apache Avro
Job Vacancy Trend in England

The job posting trend of jobs advertised in England citing Apache Avro as a proportion of all permanent or contract IT jobs with a match in the Libraries, Frameworks & Software Standards category.

Job vacancy trend for Apache Avro in England

Apache Avro
Salary Trend in England

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

Salary trend for Apache Avro in England

Apache Avro
Salary Histogram in England

The salary distribution of IT jobs citing Apache Avro in England over the 3 months to 24 March 2017.

Salary histogram for Apache Avro in England

Apache Avro
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Apache Avro within the England region over the 3 months to 24 March 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +59 7 £95,000 +26.66%
South East - 1 £40,000 -
Apache Avro
UK

Apache Avro
Top 30 Related IT Skills in England

For the 6 months to 24 March 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 across the England region with a requirement for Apache Avro.

1 17 (94.44%) Java
2 14 (77.78%) Finance
2 14 (77.78%) Apache Spark
3 13 (72.22%) HDFS
3 13 (72.22%) Big Data
4 12 (66.67%) Agile Software Development
5 9 (50.00%) Maven
5 9 (50.00%) JavaScript
5 9 (50.00%) Jasmine
5 9 (50.00%) AngularJS
5 9 (50.00%) Gerrit
5 9 (50.00%) MapReduce
5 9 (50.00%) Apache ZooKeeper
5 9 (50.00%) Redis
5 9 (50.00%) Selenium
5 9 (50.00%) Puppet
5 9 (50.00%) Grunt
5 9 (50.00%) Jenkins
5 9 (50.00%) Fintech
6 8 (44.44%) D3.js
6 8 (44.44%) Software Engineering
6 8 (44.44%) TDD
7 6 (33.33%) Computer Science
8 5 (27.78%) SQL
8 5 (27.78%) Linux
8 5 (27.78%) HBase
8 5 (27.78%) Apache Hive
8 5 (27.78%) Oozie
9 4 (22.22%) Protocol Buffers
9 4 (22.22%) Impala

Apache Avro
Top Related 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 14 (77.78%) Apache Spark
2 3 (16.67%) Apache Solr
3 1 (5.56%) Apache Pig
Cloud Services
1 1 (5.56%) Amazon AWS
1 1 (5.56%) Cloud Computing
1 1 (5.56%) Microsoft Azure
Communications & Networking
1 1 (5.56%) Internet
Database & Business Intelligence
1 13 (72.22%) Big Data
2 9 (50.00%) Redis
3 5 (27.78%) Apache Hive
3 5 (27.78%) HBase
4 4 (22.22%) Impala
4 4 (22.22%) Relational Database
5 3 (16.67%) Hadoop
5 3 (16.67%) RDBMS
6 2 (11.11%) BusinessObjects
6 2 (11.11%) Data Warehouse
6 2 (11.11%) NoSQL
6 2 (11.11%) QlikView
6 2 (11.11%) Sqoop
7 1 (5.56%) DB2
7 1 (5.56%) MongoDB
7 1 (5.56%) SQL Server
7 1 (5.56%) SQL Server Integration Services
Development Applications
1 9 (50.00%) Gerrit
1 9 (50.00%) Grunt
1 9 (50.00%) Jasmine
1 9 (50.00%) Jenkins
1 9 (50.00%) Maven
1 9 (50.00%) Selenium
2 1 (5.56%) Git (software)
2 1 (5.56%) JUnit
General
1 14 (77.78%) Finance
2 3 (16.67%) Banking
3 2 (11.11%) Investment Banking
4 1 (5.56%) Games
4 1 (5.56%) Marketing
Job Titles
1 9 (50.00%) Java Engineer
2 8 (44.44%) Developer
2 8 (44.44%) Java Software Engineer
2 8 (44.44%) Software Engineer
3 4 (22.22%) Java Developer
3 4 (22.22%) Junior
3 4 (22.22%) Junior Java Software Engineer
3 4 (22.22%) Junior Software Engineer
3 4 (22.22%) Senior Java Engineer
3 4 (22.22%) Senior Java Software Engineer
3 4 (22.22%) Senior Software Engineer
4 3 (16.67%) Big Data Developer
4 3 (16.67%) Scala Developer
5 2 (11.11%) Messaging Developer
5 2 (11.11%) Senior Big Data Developer
5 2 (11.11%) Senior Developer
5 2 (11.11%) Senior Scala Developer
6 1 (5.56%) Data Architect
6 1 (5.56%) ETL Developer
6 1 (5.56%) Messaging Engineer
Libraries, Frameworks & Software Standards
1 9 (50.00%) AngularJS
2 8 (44.44%) D3.js
3 4 (22.22%) Protocol Buffers
4 3 (16.67%) Apache Thrift
4 3 (16.67%) JMS
4 3 (16.67%) Rendezvous
5 2 (11.11%) J2EE
5 2 (11.11%) Kafka
5 2 (11.11%) Middleware
5 2 (11.11%) REST
5 2 (11.11%) Spring
5 2 (11.11%) TIBCO EMS
5 2 (11.11%) XML
6 1 (5.56%) Akka
6 1 (5.56%) CSS3
6 1 (5.56%) Hibernate
6 1 (5.56%) HTML5
6 1 (5.56%) JAX-RS
6 1 (5.56%) jQuery
6 1 (5.56%) JSON
Miscellaneous
1 9 (50.00%) Fintech
2 6 (33.33%) Computer Science
3 2 (11.11%) Reference Data
4 1 (5.56%) Algorithms
4 1 (5.56%) Analytical Skills
4 1 (5.56%) Data Structures
Operating Systems
1 5 (27.78%) Linux
2 1 (5.56%) Unix
Processes & Methodologies
1 12 (66.67%) Agile Software Development
2 9 (50.00%) MapReduce
3 8 (44.44%) Software Engineering
3 8 (44.44%) TDD
4 4 (22.22%) OOP
5 3 (16.67%) Data Modelling
6 2 (11.11%) Analytics
6 2 (11.11%) API Design
6 2 (11.11%) Business Intelligence
6 2 (11.11%) Data Architecture
6 2 (11.11%) Data Lineage
6 2 (11.11%) Data Visualisation
6 2 (11.11%) ETL
6 2 (11.11%) Low Latency
6 2 (11.11%) Visualisation
7 1 (5.56%) Data Reconciliation
7 1 (5.56%) Deep Learning
7 1 (5.56%) Kimball Methodology
7 1 (5.56%) Performance Tuning
7 1 (5.56%) SDLC
Programming Languages
1 17 (94.44%) Java
2 9 (50.00%) JavaScript
3 5 (27.78%) SQL
4 4 (22.22%) Scala
5 3 (16.67%) C++
6 1 (5.56%) Python
6 1 (5.56%) T-SQL
Qualifications
1 2 (11.11%) Degree
Quality Assurance & Compliance
1 3 (16.67%) MiFID
2 1 (5.56%) Data Quality
System Software
1 13 (72.22%) HDFS
2 9 (50.00%) Apache ZooKeeper
3 1 (5.56%) Apache Flume
Systems Management
1 9 (50.00%) Puppet
2 5 (27.78%) Oozie
Vendors
1 3 (16.67%) Solace
1 3 (16.67%) Sybase
1 3 (16.67%) TIBCO
2 1 (5.56%) Bloomberg
2 1 (5.56%) Cloudera
2 1 (5.56%) Informatica
2 1 (5.56%) Reuters