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 29 June 2017 with a comparison to the same period in the previous 2 years.

Apache Avro
UK / England
3 months to
29 Jun 2017
Same period 2016 Same period 2015
Rank 857 910 948
Rank change year-on-year +53 +38  
Permanent jobs citing Apache Avro 16 18 1
As % of all permanent IT jobs advertised in England 0.019% 0.020% 0.001%
As % of the Libraries, Frameworks & Software Standards category 0.047% 0.050% 0.002%
Number of salaries quoted 13 15 1
Median salary £56,000 £75,000 £90,000
Median salary % change year-on-year -25.33% -16.66%  
90% offered a salary of more than £54,000 £61,250 £85,000
10% offered a salary of more than £76,250 £86,500 £95,000
UK excluding London median salary £55,000 £67,500 -
% change year-on-year -18.51% -  

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 34077 36133 40044
As % of all permanent IT job vacancies advertised in England 40.79% 39.23% 38.43%
Number of salaries quoted 131923 141558 156188
Median salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.55% -  
90% offered a salary of more than £30,000 £29,000 £27,500
10% offered a salary of more than £75,000 £68,750 £72,500
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year +6.25% -  

Apache Avro
Job Vacancy Trend in England

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

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 29 June 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 29 June 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 +23 9 £57,500 -25.80%
South East +50 7 £55,000 -31.25% 1
Apache Avro
UK

For the 6 months to 29 June 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 20 (86.96%) Java
2 17 (73.91%) HDFS
3 15 (65.22%) Finance
3 15 (65.22%) HBase
4 13 (56.52%) Apache Hive
4 13 (56.52%) Agile Software Development
4 13 (56.52%) Linux
4 13 (56.52%) Apache Spark
5 12 (52.17%) Scala
5 12 (52.17%) Hadoop
5 12 (52.17%) Big Data
6 11 (47.83%) REST
6 11 (47.83%) Kafka
7 9 (39.13%) Degree
7 9 (39.13%) Apache
7 9 (39.13%) Parquet
8 8 (34.78%) Hadoop YARN
8 8 (34.78%) Shell Script
8 8 (34.78%) Protocol Buffers
9 7 (30.43%) Jenkins
9 7 (30.43%) JSON
9 7 (30.43%) Middleware
9 7 (30.43%) Unix
9 7 (30.43%) SQL
9 7 (30.43%) Relational Database
9 7 (30.43%) Impala
9 7 (30.43%) Mentoring
10 6 (26.09%) API Design
10 6 (26.09%) Linux Command Line
10 6 (26.09%) OO

Apache Avro
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 13 (56.52%) Apache Spark
2 9 (39.13%) Apache
3 3 (13.04%) Apache Pig
3 3 (13.04%) Elasticsearch
4 2 (8.70%) Apache Solr
Cloud Services
1 5 (21.74%) Amazon AWS
1 5 (21.74%) GitHub
2 2 (8.70%) Microsoft Azure
3 1 (4.35%) Cloud Computing
3 1 (4.35%) PaaS
Communications & Networking
1 1 (4.35%) HTTP
1 1 (4.35%) Internet
Database & Business Intelligence
1 15 (65.22%) HBase
2 13 (56.52%) Apache Hive
3 12 (52.17%) Big Data
3 12 (52.17%) Hadoop
4 9 (39.13%) Parquet
5 7 (30.43%) Impala
5 7 (30.43%) Relational Database
6 4 (17.39%) Data Warehouse
6 4 (17.39%) NoSQL
7 3 (13.04%) MongoDB
7 3 (13.04%) RDBMS
8 2 (8.70%) Apache Cassandra
8 2 (8.70%) DB2
8 2 (8.70%) SQL Server
8 2 (8.70%) Sqoop
9 1 (4.35%) BusinessObjects
9 1 (4.35%) Mahout
9 1 (4.35%) Neo4j
9 1 (4.35%) QlikView
9 1 (4.35%) Redis
Development Applications
1 7 (30.43%) Jenkins
2 6 (26.09%) Git (software)
3 5 (21.74%) Gradle
4 2 (8.70%) JIRA
4 2 (8.70%) Maven
5 1 (4.35%) Eclipse
5 1 (4.35%) FindBugs
5 1 (4.35%) JUnit
5 1 (4.35%) SonarQube
5 1 (4.35%) Vagrant
General
1 15 (65.22%) Finance
2 1 (4.35%) Banking
2 1 (4.35%) Financial Institution
2 1 (4.35%) Games
2 1 (4.35%) Investment Banking
2 1 (4.35%) Marketing
Job Titles
1 17 (73.91%) Developer
2 6 (26.09%) Scala Developer
3 4 (17.39%) Consultant
4 3 (13.04%) Architect
4 3 (13.04%) Java Developer
5 2 (8.70%) Big Data Architect
5 2 (8.70%) Big Data Developer
5 2 (8.70%) Data Architect
5 2 (8.70%) Messaging Developer
5 2 (8.70%) Senior Developer
6 1 (4.35%) Full Stack Developer
6 1 (4.35%) Java Engineer
6 1 (4.35%) Messaging Engineer
6 1 (4.35%) NoSQL Developer
6 1 (4.35%) Senior Architect
6 1 (4.35%) Senior Big Data Developer
6 1 (4.35%) Senior Full Stack Developer
6 1 (4.35%) Senior Scala Developer
6 1 (4.35%) Software Engineer
6 1 (4.35%) Technical Leader
Libraries, Frameworks & Software Standards
1 11 (47.83%) Kafka
1 11 (47.83%) REST
2 8 (34.78%) Protocol Buffers
3 7 (30.43%) JSON
3 7 (30.43%) Middleware
4 6 (26.09%) RabbitMQ
4 6 (26.09%) Spring
5 4 (17.39%) Akka
6 3 (13.04%) Apache Thrift
6 3 (13.04%) JMS
6 3 (13.04%) Rendezvous
7 2 (8.70%) Play Framework
7 2 (8.70%) TIBCO EMS
7 2 (8.70%) XML
8 1 (4.35%) .NET Framework
8 1 (4.35%) ASP.NET MVC
8 1 (4.35%) ASP.NET Web API
8 1 (4.35%) Samza
8 1 (4.35%) Scalaz
8 1 (4.35%) SignalR
Miscellaneous
1 6 (26.09%) Linux Command Line
2 5 (21.74%) Virtual Team
3 4 (17.39%) Computer Science
4 2 (8.70%) Algorithms
4 2 (8.70%) Analytical Skills
5 1 (4.35%) Data Structures
5 1 (4.35%) Greenfield Project
5 1 (4.35%) Reference Data
Operating Systems
1 13 (56.52%) Linux
2 7 (30.43%) Unix
Processes & Methodologies
1 13 (56.52%) Agile Software Development
2 7 (30.43%) Mentoring
3 6 (26.09%) API Design
3 6 (26.09%) Continuous Integration
3 6 (26.09%) OO
3 6 (26.09%) TDD
4 5 (21.74%) BDD
4 5 (21.74%) Benchmarking
4 5 (21.74%) Software Deployment
5 4 (17.39%) Data Modelling
5 4 (17.39%) Open Source
6 3 (13.04%) BPEL
6 3 (13.04%) Business Intelligence
6 3 (13.04%) DevOps
6 3 (13.04%) ETL
6 3 (13.04%) Functional Programming
6 3 (13.04%) SDLC
7 2 (8.70%) Data Lineage
7 2 (8.70%) Low Latency
7 2 (8.70%) Scrum
Programming Languages
1 20 (86.96%) Java
2 12 (52.17%) Scala
3 8 (34.78%) Shell Script
4 7 (30.43%) SQL
5 5 (21.74%) C++
6 2 (8.70%) Clojure
6 2 (8.70%) F#
6 2 (8.70%) Groovy
6 2 (8.70%) Haskell
6 2 (8.70%) Lisp
6 2 (8.70%) Python
7 1 (4.35%) C#
7 1 (4.35%) Perl
7 1 (4.35%) PHP
7 1 (4.35%) T-SQL
Qualifications
1 9 (39.13%) Degree
2 3 (13.04%) Computer Science Degree
Quality Assurance & Compliance
1 5 (21.74%) QA
2 3 (13.04%) MiFID
System Software
1 17 (73.91%) HDFS
2 5 (21.74%) Apache ZooKeeper
3 2 (8.70%) Apache Flume
4 1 (4.35%) Docker
Systems Management
1 8 (34.78%) Hadoop YARN
2 4 (17.39%) Oozie
3 3 (13.04%) Mesos
4 1 (4.35%) Opscode Chef
Vendors
1 3 (13.04%) Solace
1 3 (13.04%) Sybase
1 3 (13.04%) TIBCO
2 1 (4.35%) Bloomberg
2 1 (4.35%) Cloudera
2 1 (4.35%) Greenplum
2 1 (4.35%) IBM
2 1 (4.35%) Informatica
2 1 (4.35%) Microsoft
2 1 (4.35%) Netezza
2 1 (4.35%) Oracle
2 1 (4.35%) Reuters
2 1 (4.35%) Teradata
2 1 (4.35%) Vertica
Slough, Berkshire
Evolution Recruitment Solutions
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