Period
to 23 January 2018

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 23 January 2018 with a comparison to the same period in the previous 2 years.

Apache Avro
UK
6 months to
23 Jan 2018
Same period 2017 Same period 2016
Rank 1146 1175 1229
Rank change year-on-year +29 +54 +65
Permanent jobs citing Apache Avro 30 18 30
As % of all permanent IT jobs advertised in the UK 0.017% 0.010% 0.014%
As % of the Libraries, Frameworks & Software Standards category 0.042% 0.026% 0.038%
Number of salaries quoted 27 15 26
UK median annual salary £80,000 £87,500 £70,000
Median salary % change year-on-year -8.57% +25.00% -9.68%
10th Percentile £40,850 £45,000 £45,000
90th Percentile £112,500 £100,500 £117,500
UK excluding London median annual salary £72,500 - £55,000

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 70,959 69,222 79,283
As % of all permanent IT jobs advertised in the UK 40.65% 39.36% 38.26%
Number of salaries quoted 59,575 59,830 68,028
UK 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 £28,000
90th Percentile £77,500 £77,500 £75,000
UK excluding London median annual salary £42,500 £42,500 £40,000
% change year-on-year - +6.25% -

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 23 January 2018.

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 23 January 2018. 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 +11 30 £80,000 -8.57% 5
UK excluding London +21 15 £72,500 - 1
London -25 15 £95,000 +8.57% 4
East of England - 10 £76,250 - 1
South East - 5 £47,500 -

For the 6 months to 23 January 2018, 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 26 (86.67%) Apache Spark
2 23 (76.67%) HDFS
3 22 (73.33%) Big Data
3 22 (73.33%) Hadoop
4 16 (53.33%) Finance
4 16 (53.33%) Parquet
5 15 (50.00%) HBase
5 15 (50.00%) Apache ZooKeeper
6 14 (46.67%) Kafka
6 14 (46.67%) Jenkins
6 14 (46.67%) Java
6 14 (46.67%) Git (software)
7 12 (40.00%) TDD
7 12 (40.00%) Maven
7 12 (40.00%) Continuous Integration
8 11 (36.67%) Amazon AWS
8 11 (36.67%) Puppet
8 11 (36.67%) Apache Hive
8 11 (36.67%) SQL
8 11 (36.67%) Analytics
8 11 (36.67%) MapReduce
9 10 (33.33%) Banking
10 9 (30.00%) Agile Software Development
10 9 (30.00%) Degree
10 9 (30.00%) Linux
10 9 (30.00%) Redis
10 9 (30.00%) Apache Flume
11 8 (26.67%) Sqoop
11 8 (26.67%) D3.js
11 8 (26.67%) Jasmine

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 26 (86.67%) Apache Spark
2 6 (20.00%) Apache
3 4 (13.33%) Apache Pig
4 2 (6.67%) Apache Solr
5 1 (3.33%) Elasticsearch
5 1 (3.33%) Jupyter
Cloud Services
1 11 (36.67%) Amazon AWS
2 6 (20.00%) Amazon EMR
3 5 (16.67%) Amazon Kinesis
3 5 (16.67%) Amazon S3
3 5 (16.67%) Microsoft Azure
4 3 (10.00%) AWS Lambda
4 3 (10.00%) Serverless
5 2 (6.67%) GitHub
5 2 (6.67%) IaaS
5 2 (6.67%) PaaS
6 1 (3.33%) Google Cloud Platform
Communications & Networking
1 2 (6.67%) AMQP
2 1 (3.33%) Firewall
2 1 (3.33%) HTTP
2 1 (3.33%) Kerberos
2 1 (3.33%) TCP/IP
Database & Business Intelligence
1 22 (73.33%) Big Data
1 22 (73.33%) Hadoop
2 16 (53.33%) Parquet
3 15 (50.00%) HBase
4 11 (36.67%) Apache Hive
5 9 (30.00%) Redis
6 8 (26.67%) Sqoop
7 6 (20.00%) Impala
8 5 (16.67%) Amazon QuickSight
8 5 (16.67%) Amazon Redshift
8 5 (16.67%) Apache Cassandra
8 5 (16.67%) MongoDB
8 5 (16.67%) Relational Database
9 4 (13.33%) Apache Zeppelin
10 3 (10.00%) BusinessObjects
10 3 (10.00%) Data Warehouse
10 3 (10.00%) QlikView
10 3 (10.00%) Spark SQL
11 2 (6.67%) PostgreSQL
11 2 (6.67%) SQL Server
Development Applications
1 14 (46.67%) Git (software)
1 14 (46.67%) Jenkins
2 12 (40.00%) Maven
3 8 (26.67%) Gerrit
3 8 (26.67%) Grunt
3 8 (26.67%) Jasmine
3 8 (26.67%) Selenium
4 4 (13.33%) JIRA
5 2 (6.67%) Eclipse
5 2 (6.67%) FindBugs
5 2 (6.67%) Gradle
5 2 (6.67%) Mocha
5 2 (6.67%) NUnit
5 2 (6.67%) SonarQube
5 2 (6.67%) SpecFlow
5 2 (6.67%) Vagrant
6 1 (3.33%) Oracle Forms
General
1 16 (53.33%) Finance
2 10 (33.33%) Banking
3 3 (10.00%) Marketing
4 2 (6.67%) Retail
5 1 (3.33%) Financial Institution
5 1 (3.33%) Telecoms
Job Titles
1 13 (43.33%) Developer
2 11 (36.67%) Senior Developer
3 10 (33.33%) Architect
4 9 (30.00%) Java Developer
5 8 (26.67%) Data Architect
5 8 (26.67%) Senior Java Developer
6 7 (23.33%) Big Data Architect
7 5 (16.67%) Hadoop Developer
7 5 (16.67%) Java Hadoop Developer
7 5 (16.67%) Technical Architect
8 4 (13.33%) Cloud Architect
8 4 (13.33%) Data Analytics Architect
8 4 (13.33%) Senior Hadoop Developer
9 3 (10.00%) Big Data Manager
9 3 (10.00%) Senior Architect
9 3 (10.00%) Senior Data Architect
9 3 (10.00%) Senior Manager
10 2 (6.67%) Applications Developer
10 2 (6.67%) Data Manager
10 2 (6.67%) Software Engineer
Libraries, Frameworks & Software Standards
1 14 (46.67%) Kafka
2 8 (26.67%) AngularJS
2 8 (26.67%) D3.js
3 7 (23.33%) .NET
4 6 (20.00%) Middleware
5 5 (16.67%) Protocol Buffers
6 4 (13.33%) JSON
6 4 (13.33%) Spark Streaming
7 2 (6.67%) Akka
7 2 (6.67%) Dapper ORM
7 2 (6.67%) FIX Protocol
7 2 (6.67%) KnockoutJS
7 2 (6.67%) NancyFx
7 2 (6.67%) RabbitMQ
7 2 (6.67%) React
7 2 (6.67%) Reactive Extensions
7 2 (6.67%) Scalaz
7 2 (6.67%) Spring
7 2 (6.67%) Twitter Bootstrap
7 2 (6.67%) Web Services
Miscellaneous
1 8 (26.67%) Fintech
1 8 (26.67%) Greenfield Project
2 3 (10.00%) Algorithms
2 3 (10.00%) Analytical Skills
2 3 (10.00%) Clustering
2 3 (10.00%) Computer Science
3 2 (6.67%) Data Structures
3 2 (6.67%) Equities
3 2 (6.67%) Linux Command Line
3 2 (6.67%) Virtual Team
Operating Systems
1 9 (30.00%) Linux
2 2 (6.67%) Unix
Processes & Methodologies
1 12 (40.00%) Continuous Integration
1 12 (40.00%) TDD
2 11 (36.67%) Analytics
2 11 (36.67%) MapReduce
3 9 (30.00%) Agile Software Development
4 8 (26.67%) Open Source
5 7 (23.33%) Data Modelling
6 5 (16.67%) Data Analytics
6 5 (16.67%) OO
6 5 (16.67%) Software Engineering
6 5 (16.67%) Test Automation
7 4 (13.33%) CRM
7 4 (13.33%) Customer Analytics
7 4 (13.33%) Data Architecture
8 3 (10.00%) Business Development
8 3 (10.00%) Business Intelligence
8 3 (10.00%) Configuration Management
8 3 (10.00%) DevOps
8 3 (10.00%) Low Latency
8 3 (10.00%) SOA
Programming Languages
1 14 (46.67%) Java
2 11 (36.67%) SQL
3 8 (26.67%) JavaScript
4 6 (20.00%) Scala
5 5 (16.67%) Shell Script
6 3 (10.00%) C#
6 3 (10.00%) C++
6 3 (10.00%) Python
7 2 (6.67%) C
7 2 (6.67%) R
8 1 (3.33%) HiveQL
8 1 (3.33%) MATLAB
Qualifications
1 9 (30.00%) Degree
2 4 (13.33%) Computer Science Degree
3 1 (3.33%) Numerate Degree
Quality Assurance & Compliance
1 5 (16.67%) QA
2 1 (3.33%) GCP
System Software
1 23 (76.67%) HDFS
2 15 (50.00%) Apache ZooKeeper
3 9 (30.00%) Apache Flume
4 3 (10.00%) Docker
Systems Management
1 11 (36.67%) Puppet
2 7 (23.33%) Oozie
3 6 (20.00%) Hadoop YARN
4 5 (16.67%) Opscode Chef
5 2 (6.67%) Mesos
6 1 (3.33%) Ambari
Vendors
1 4 (13.33%) SAP
2 1 (3.33%) Cloudera
2 1 (3.33%) Google
2 1 (3.33%) Hortonworks
2 1 (3.33%) Microsoft
2 1 (3.33%) Oracle
2 1 (3.33%) Tableau