Period
to 24 November 2017

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 6 months to 24 November 2017 with a comparison to the same period in the previous 2 years.

Apache Avro
UK > England
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 1133 1178 1273
Rank change year-on-year +45 +95 +21
Permanent jobs citing Apache Avro 30 29 18
As % of all permanent IT jobs advertised in England 0.018% 0.016% 0.009%
As % of the Libraries, Frameworks & Software Standards category 0.044% 0.042% 0.023%
Number of salaries quoted 25 25 15
England median annual salary £75,000 £80,000 £85,000
Median salary % change year-on-year -6.25% -5.88% +15.25%
10th Percentile £40,650 £61,250 £60,000
90th Percentile £112,500 £93,500 £117,500
UK median annual salary £75,000 £80,000 £85,000
% change year-on-year -6.25% -5.88% +15.25%

Apache Avro 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 England with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
England
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 67849 69868 78664
As % of all permanent IT jobs advertised in England 40.20% 39.13% 38.23%
Number of salaries quoted 56867 61123 67881
England median annual salary £50,000 £47,500 £45,000
Median salary % change year-on-year +5.26% +5.56% -
10th Percentile £30,000 £28,750 £27,500
90th Percentile £77,500 £77,500 £75,000
UK median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% +2.27%

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 6 months to 24 November 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 6 months to 24 November 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
London -2 18 £87,500 +9.38% 1
South East +59 7 £65,000 -21.21%
East of England - 5 £105,000 -
Apache Avro
UK

For the 6 months to 24 November 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 24 (80.00%) Apache Spark
2 22 (73.33%) Big Data
3 21 (70.00%) HDFS
3 21 (70.00%) Finance
4 19 (63.33%) Java
5 15 (50.00%) Hadoop
5 15 (50.00%) HBase
5 15 (50.00%) Apache ZooKeeper
6 14 (46.67%) Apache Hive
6 14 (46.67%) Agile Software Development
7 12 (40.00%) TDD
7 12 (40.00%) Continuous Integration
7 12 (40.00%) Git (software)
7 12 (40.00%) Jenkins
8 11 (36.67%) Redis
8 11 (36.67%) Puppet
8 11 (36.67%) Kafka
8 11 (36.67%) MapReduce
9 10 (33.33%) Maven
9 10 (33.33%) Banking
10 9 (30.00%) SQL
10 9 (30.00%) Scala
10 9 (30.00%) Parquet
11 8 (26.67%) AngularJS
11 8 (26.67%) D3.js
11 8 (26.67%) Jasmine
11 8 (26.67%) Grunt
11 8 (26.67%) Fintech
11 8 (26.67%) Greenfield Project
11 8 (26.67%) Gerrit

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 24 (80.00%) Apache Spark
2 4 (13.33%) Apache
2 4 (13.33%) Apache Pig
2 4 (13.33%) Apache Solr
3 3 (10.00%) Elasticsearch
4 1 (3.33%) Jupyter
Cloud Services
1 4 (13.33%) Amazon AWS
2 2 (6.67%) GitHub
3 1 (3.33%) Amazon EMR
3 1 (3.33%) AWS Lambda
3 1 (3.33%) Google Cloud Platform
3 1 (3.33%) Microsoft Azure
3 1 (3.33%) Serverless
Communications & Networking
1 3 (10.00%) HTTP
2 2 (6.67%) AMQP
3 1 (3.33%) Firewall
3 1 (3.33%) Kerberos
3 1 (3.33%) TCP/IP
Database & Business Intelligence
1 22 (73.33%) Big Data
2 15 (50.00%) Hadoop
2 15 (50.00%) HBase
3 14 (46.67%) Apache Hive
4 11 (36.67%) Redis
5 9 (30.00%) Parquet
6 7 (23.33%) Apache Cassandra
6 7 (23.33%) MongoDB
7 6 (20.00%) Impala
8 4 (13.33%) Apache Zeppelin
8 4 (13.33%) NoSQL
8 4 (13.33%) SQL Server
9 3 (10.00%) BusinessObjects
9 3 (10.00%) Neo4j
9 3 (10.00%) QlikView
9 3 (10.00%) Relational Database
9 3 (10.00%) Spark SQL
9 3 (10.00%) Sqoop
10 2 (6.67%) KDB
10 2 (6.67%) PostgreSQL
Development Applications
1 12 (40.00%) Git (software)
1 12 (40.00%) Jenkins
2 10 (33.33%) Maven
3 8 (26.67%) Gerrit
3 8 (26.67%) Grunt
3 8 (26.67%) Jasmine
3 8 (26.67%) Selenium
4 2 (6.67%) Gradle
4 2 (6.67%) JIRA
4 2 (6.67%) Mocha
4 2 (6.67%) NUnit
4 2 (6.67%) SpecFlow
5 1 (3.33%) Oracle Forms
General
1 21 (70.00%) Finance
2 10 (33.33%) Banking
3 2 (6.67%) Retail
4 1 (3.33%) Financial Institution
4 1 (3.33%) Telecoms
Job Titles
1 20 (66.67%) Developer
2 13 (43.33%) Senior Developer
3 9 (30.00%) Java Developer
4 8 (26.67%) Senior Java Developer
5 5 (16.67%) Hadoop Developer
5 5 (16.67%) Java Hadoop Developer
5 5 (16.67%) Scala Developer
6 4 (13.33%) Senior Hadoop Developer
7 3 (10.00%) Architect
7 3 (10.00%) Big Data Manager
7 3 (10.00%) C# Developer
7 3 (10.00%) Data Architect
7 3 (10.00%) Full Stack Developer
7 3 (10.00%) Senior Architect
7 3 (10.00%) Senior C# Developer
7 3 (10.00%) Senior Data Architect
7 3 (10.00%) Senior Full Stack Developer
7 3 (10.00%) Senior Manager
8 2 (6.67%) Graduate Software Engineer
8 2 (6.67%) Software Engineer
Libraries, Frameworks & Software Standards
1 11 (36.67%) Kafka
2 8 (26.67%) AngularJS
2 8 (26.67%) D3.js
3 7 (23.33%) REST
4 6 (20.00%) JSON
5 5 (16.67%) .NET
5 5 (16.67%) Protocol Buffers
6 4 (13.33%) Middleware
6 4 (13.33%) RabbitMQ
6 4 (13.33%) Spark Streaming
7 3 (10.00%) .NET Framework
7 3 (10.00%) ASP.NET
7 3 (10.00%) ASP.NET MVC
7 3 (10.00%) ASP.NET Web API
7 3 (10.00%) Lucene
7 3 (10.00%) Memcached
7 3 (10.00%) SignalR
8 2 (6.67%) KnockoutJS
8 2 (6.67%) NancyFx
8 2 (6.67%) Twitter Bootstrap
Miscellaneous
1 8 (26.67%) Fintech
1 8 (26.67%) Greenfield Project
2 3 (10.00%) Analytical Skills
2 3 (10.00%) Clustering
3 2 (6.67%) Equities
3 2 (6.67%) Linux Command Line
3 2 (6.67%) Virtual Team
4 1 (3.33%) Algorithms
4 1 (3.33%) Computer Science
Operating Systems
1 3 (10.00%) Linux
2 2 (6.67%) Unix
Processes & Methodologies
1 14 (46.67%) Agile Software Development
2 12 (40.00%) Continuous Integration
2 12 (40.00%) TDD
3 11 (36.67%) MapReduce
4 7 (23.33%) Data Modelling
5 5 (16.67%) API Design
5 5 (16.67%) OO
6 4 (13.33%) Analytics
6 4 (13.33%) Data Analytics
6 4 (13.33%) Data Architecture
6 4 (13.33%) Mentoring
7 3 (10.00%) B2B
7 3 (10.00%) Business Development
7 3 (10.00%) Business Intelligence
7 3 (10.00%) Configuration Management
7 3 (10.00%) Multithreading
7 3 (10.00%) Scrum
7 3 (10.00%) SOA
7 3 (10.00%) Software Engineering
7 3 (10.00%) Test Automation
Programming Languages
1 19 (63.33%) Java
2 9 (30.00%) Scala
2 9 (30.00%) SQL
3 8 (26.67%) JavaScript
4 5 (16.67%) C#
5 3 (10.00%) C++
5 3 (10.00%) Python
5 3 (10.00%) Shell Script
6 2 (6.67%) C
6 2 (6.67%) R
7 1 (3.33%) HiveQL
7 1 (3.33%) MATLAB
Qualifications
1 7 (23.33%) Degree
2 2 (6.67%) Computer Science Degree
3 1 (3.33%) Numerate Degree
Quality Assurance & Compliance
1 1 (3.33%) GCP
1 1 (3.33%) QA
System Software
1 21 (70.00%) HDFS
2 15 (50.00%) Apache ZooKeeper
3 4 (13.33%) Apache Flume
4 1 (3.33%) Docker
Systems Management
1 11 (36.67%) Puppet
2 4 (13.33%) Hadoop YARN
3 3 (10.00%) Opscode Chef
4 2 (6.67%) Oozie
5 1 (3.33%) Ambari
Vendors
1 3 (10.00%) Microsoft
2 1 (3.33%) Cloudera
2 1 (3.33%) Google
2 1 (3.33%) Hortonworks
2 1 (3.33%) Oracle
2 1 (3.33%) Tableau