Period
to 19 November 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 19 November 2017 with a comparison to the same period in the previous 2 years.

Apache Avro
UK
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 1170 1189 1291
Rank change year-on-year +19 +102 +26
Permanent jobs citing Apache Avro 28 29 17
As % of all permanent IT jobs advertised in the UK 0.016% 0.015% 0.008%
As % of the Libraries, Frameworks & Software Standards category 0.039% 0.039% 0.020%
Number of salaries quoted 23 25 14
UK median annual salary £75,000 £80,000 £85,000
Median salary % change year-on-year -6.25% -5.88% +15.25%
10th Percentile £40,450 £61,250 £62,250
90th Percentile £112,500 £93,500 £117,500
UK excluding London median annual salary £65,000 £82,500 £75,000
% change year-on-year -21.21% +10.00% -

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

All Software Libraries and Frameworks
UK
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 71570 73527 82974
As % of all permanent IT jobs advertised in the UK 40.15% 38.97% 37.96%
Number of salaries quoted 59439 63800 70927
UK median annual salary £50,000 £47,500 £45,000
Median salary % change year-on-year +5.26% +5.56% +1.12%
10th Percentile £29,750 £28,750 £27,500
90th Percentile £77,500 £76,250 £73,750
UK excluding London median annual salary £42,500 £42,000 £40,000
% change year-on-year +1.19% +5.00% -

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 19 November 2017.

Salary histogram for Apache Avro in the UK

Apache Avro
Top 5 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 19 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
England +40 28 £75,000 -6.25% 4
London 0 17 £95,000 +18.75% 2
UK excluding London +44 11 £65,000 -21.21% 2
South East +57 6 £65,000 -21.21%
East of England - 5 £105,000 - 2

For the 6 months to 19 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 with a requirement for Apache Avro.

1 23 (82.14%) Apache Spark
2 22 (78.57%) Big Data
3 21 (75.00%) HDFS
4 19 (67.86%) Finance
5 18 (64.29%) Java
6 15 (53.57%) Hadoop
6 15 (53.57%) HBase
7 14 (50.00%) Apache ZooKeeper
7 14 (50.00%) Apache Hive
8 13 (46.43%) Agile Software Development
9 11 (39.29%) Redis
9 11 (39.29%) MapReduce
9 11 (39.29%) Continuous Integration
9 11 (39.29%) Puppet
9 11 (39.29%) Jenkins
10 10 (35.71%) Git (software)
10 10 (35.71%) TDD
10 10 (35.71%) Banking
10 10 (35.71%) Maven
11 9 (32.14%) Scala
11 9 (32.14%) Kafka
12 8 (28.57%) AngularJS
12 8 (28.57%) Grunt
12 8 (28.57%) Parquet
12 8 (28.57%) Fintech
12 8 (28.57%) Greenfield Project
12 8 (28.57%) Gerrit
12 8 (28.57%) D3.js
12 8 (28.57%) Jasmine
12 8 (28.57%) Selenium

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 23 (82.14%) Apache Spark
2 4 (14.29%) Apache Pig
2 4 (14.29%) Apache Solr
3 3 (10.71%) Apache
3 3 (10.71%) Elasticsearch
4 1 (3.57%) Jupyter
Cloud Services
1 4 (14.29%) Amazon AWS
2 1 (3.57%) Amazon EMR
2 1 (3.57%) AWS Lambda
2 1 (3.57%) GitHub
2 1 (3.57%) Google Cloud Platform
2 1 (3.57%) Microsoft Azure
2 1 (3.57%) Serverless
Communications & Networking
1 3 (10.71%) HTTP
2 1 (3.57%) AMQP
2 1 (3.57%) Firewall
2 1 (3.57%) Kerberos
2 1 (3.57%) TCP/IP
Database & Business Intelligence
1 22 (78.57%) Big Data
2 15 (53.57%) Hadoop
2 15 (53.57%) HBase
3 14 (50.00%) Apache Hive
4 11 (39.29%) Redis
5 8 (28.57%) Parquet
6 7 (25.00%) Apache Cassandra
6 7 (25.00%) MongoDB
7 6 (21.43%) Impala
8 4 (14.29%) Apache Zeppelin
8 4 (14.29%) NoSQL
8 4 (14.29%) SQL Server
9 3 (10.71%) BusinessObjects
9 3 (10.71%) Neo4j
9 3 (10.71%) QlikView
9 3 (10.71%) Spark SQL
9 3 (10.71%) Sqoop
10 2 (7.14%) Relational Database
11 1 (3.57%) MarkLogic
11 1 (3.57%) Presto
Development Applications
1 11 (39.29%) Jenkins
2 10 (35.71%) Git (software)
2 10 (35.71%) Maven
3 8 (28.57%) Gerrit
3 8 (28.57%) Grunt
3 8 (28.57%) Jasmine
3 8 (28.57%) Selenium
4 2 (7.14%) JIRA
5 1 (3.57%) Gradle
5 1 (3.57%) Mocha
5 1 (3.57%) NUnit
5 1 (3.57%) Oracle Forms
5 1 (3.57%) SpecFlow
General
1 19 (67.86%) Finance
2 10 (35.71%) Banking
3 2 (7.14%) Retail
4 1 (3.57%) Telecoms
Job Titles
1 18 (64.29%) Developer
2 12 (42.86%) Senior Developer
3 9 (32.14%) Java Developer
4 8 (28.57%) Senior Java Developer
5 5 (17.86%) Hadoop Developer
5 5 (17.86%) Java Hadoop Developer
5 5 (17.86%) Scala Developer
6 4 (14.29%) Senior Hadoop Developer
7 3 (10.71%) Architect
7 3 (10.71%) Big Data Manager
7 3 (10.71%) C# Developer
7 3 (10.71%) Data Architect
7 3 (10.71%) Full Stack Developer
7 3 (10.71%) Senior Architect
7 3 (10.71%) Senior C# Developer
7 3 (10.71%) Senior Data Architect
7 3 (10.71%) Senior Full Stack Developer
7 3 (10.71%) Senior Manager
8 2 (7.14%) Graduate Software Engineer
8 2 (7.14%) Software Engineer
Libraries, Frameworks & Software Standards
1 9 (32.14%) Kafka
2 8 (28.57%) AngularJS
2 8 (28.57%) D3.js
3 7 (25.00%) REST
4 5 (17.86%) JSON
5 4 (14.29%) .NET
5 4 (14.29%) Protocol Buffers
5 4 (14.29%) RabbitMQ
6 3 (10.71%) .NET Framework
6 3 (10.71%) ASP.NET
6 3 (10.71%) ASP.NET MVC
6 3 (10.71%) ASP.NET Web API
6 3 (10.71%) Lucene
6 3 (10.71%) Memcached
6 3 (10.71%) SignalR
6 3 (10.71%) Spark Streaming
7 2 (7.14%) Middleware
7 2 (7.14%) Natural Language Processing
8 1 (3.57%) J2EE
8 1 (3.57%) XML
Miscellaneous
1 8 (28.57%) Fintech
1 8 (28.57%) Greenfield Project
2 3 (10.71%) Analytical Skills
2 3 (10.71%) Clustering
3 1 (3.57%) Algorithms
3 1 (3.57%) Computer Science
3 1 (3.57%) Equities
3 1 (3.57%) Linux Command Line
3 1 (3.57%) Virtual Team
Operating Systems
1 2 (7.14%) Linux
2 1 (3.57%) Unix
Processes & Methodologies
1 13 (46.43%) Agile Software Development
2 11 (39.29%) Continuous Integration
2 11 (39.29%) MapReduce
3 10 (35.71%) TDD
4 7 (25.00%) Data Modelling
5 5 (17.86%) API Design
5 5 (17.86%) OO
6 4 (14.29%) Analytics
6 4 (14.29%) Data Analytics
6 4 (14.29%) Data Architecture
7 3 (10.71%) B2B
7 3 (10.71%) Business Development
7 3 (10.71%) Business Intelligence
7 3 (10.71%) Configuration Management
7 3 (10.71%) Multithreading
7 3 (10.71%) MVC
7 3 (10.71%) Scrum
7 3 (10.71%) SOA
7 3 (10.71%) Software Engineering
7 3 (10.71%) Test Automation
Programming Languages
1 18 (64.29%) Java
2 9 (32.14%) Scala
3 8 (28.57%) JavaScript
3 8 (28.57%) SQL
4 4 (14.29%) C#
5 3 (10.71%) Python
6 2 (7.14%) C
6 2 (7.14%) C++
6 2 (7.14%) R
6 2 (7.14%) Shell Script
7 1 (3.57%) HiveQL
7 1 (3.57%) MATLAB
Qualifications
1 5 (17.86%) Degree
2 2 (7.14%) Computer Science Degree
3 1 (3.57%) Numerate Degree
Quality Assurance & Compliance
1 1 (3.57%) GCP
System Software
1 21 (75.00%) HDFS
2 14 (50.00%) Apache ZooKeeper
3 4 (14.29%) Apache Flume
4 1 (3.57%) Docker
Systems Management
1 11 (39.29%) Puppet
2 3 (10.71%) Hadoop YARN
2 3 (10.71%) Opscode Chef
3 2 (7.14%) Oozie
4 1 (3.57%) Ambari
Vendors
1 3 (10.71%) Microsoft
2 1 (3.57%) Cloudera
2 1 (3.57%) Google
2 1 (3.57%) Hortonworks
2 1 (3.57%) Oracle
2 1 (3.57%) Tableau