Period
to 22 November 2017

The following table provides summary statistics for permanent job vacancies advertised in London 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 22 November 2017 with a comparison to the same period in the previous 2 years.

Apache Avro
England > London
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 824 815 899
Rank change year-on-year -9 +84 +19
Permanent jobs citing Apache Avro 18 24 8
As % of all permanent IT jobs advertised in London 0.024% 0.031% 0.009%
As % of the Libraries, Frameworks & Software Standards category 0.061% 0.078% 0.024%
Number of salaries quoted 14 21 6
London median annual salary £87,500 £80,000 £105,000
Median salary % change year-on-year +9.38% -23.81% +42.37%
10th Percentile £53,550 £61,250 £68,750
90th Percentile £111,750 £95,000 £123,750
England median annual salary £77,500 £80,000 £85,000
% change year-on-year -3.13% -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 London with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
London
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 29398 30598 33098
As % of all permanent IT jobs advertised in London 39.01% 40.15% 37.65%
Number of salaries quoted 23963 26965 28347
London median annual salary £60,000 £58,000 £55,000
Median salary % change year-on-year +3.45% +5.45% +4.76%
10th Percentile £36,250 £35,000 £34,750
90th Percentile £89,800 £86,250 £83,750
England median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% -

Apache Avro
Job Vacancy Trend in London

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

Job vacancy trend for Apache Avro in London

Apache Avro
Salary Trend in London

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

Salary trend for Apache Avro in London

Apache Avro
Salary Histogram in London

The salary distribution of IT jobs citing Apache Avro in London over the 6 months to 22 November 2017.

Salary histogram for Apache Avro in London

Apache Avro
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Apache Avro within the London region over the 6 months to 22 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
Central London +19 4 £100,000 +14.29%
Apache Avro
England

For the 6 months to 22 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 London region with a requirement for Apache Avro.

1 16 (88.89%) Apache Spark
2 15 (83.33%) Finance
3 14 (77.78%) Big Data
3 14 (77.78%) HDFS
4 12 (66.67%) HBase
4 12 (66.67%) Apache Hive
5 11 (61.11%) Java
6 10 (55.56%) Agile Software Development
7 9 (50.00%) Apache ZooKeeper
8 7 (38.89%) Puppet
8 7 (38.89%) Scala
8 7 (38.89%) Hadoop
9 6 (33.33%) Git (software)
9 6 (33.33%) REST
9 6 (33.33%) TDD
9 6 (33.33%) Banking
9 6 (33.33%) SQL
9 6 (33.33%) Impala
10 5 (27.78%) API Design
10 5 (27.78%) Parquet
10 5 (27.78%) Data Modelling
10 5 (27.78%) Degree
10 5 (27.78%) MapReduce
11 4 (22.22%) AngularJS
11 4 (22.22%) Analytics
11 4 (22.22%) Jenkins
11 4 (22.22%) Grunt
11 4 (22.22%) Redis
11 4 (22.22%) D3.js
11 4 (22.22%) Jasmine

Apache Avro
Co-occurring IT Skills in London 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 16 (88.89%) Apache Spark
2 2 (11.11%) Apache
2 2 (11.11%) Apache Pig
3 1 (5.56%) Apache Solr
3 1 (5.56%) Jupyter
Cloud Services
1 3 (16.67%) Amazon AWS
2 1 (5.56%) Amazon EMR
2 1 (5.56%) AWS Lambda
2 1 (5.56%) Google Cloud Platform
2 1 (5.56%) Serverless
Communications & Networking
1 2 (11.11%) AMQP
2 1 (5.56%) Firewall
2 1 (5.56%) Kerberos
2 1 (5.56%) TCP/IP
Database & Business Intelligence
1 14 (77.78%) Big Data
2 12 (66.67%) Apache Hive
2 12 (66.67%) HBase
3 7 (38.89%) Hadoop
4 6 (33.33%) Impala
5 5 (27.78%) Parquet
6 4 (22.22%) Apache Cassandra
6 4 (22.22%) Apache Zeppelin
6 4 (22.22%) MongoDB
6 4 (22.22%) Redis
7 3 (16.67%) BusinessObjects
7 3 (16.67%) QlikView
7 3 (16.67%) Relational Database
7 3 (16.67%) Spark SQL
7 3 (16.67%) Sqoop
8 2 (11.11%) KDB
8 2 (11.11%) PostgreSQL
9 1 (5.56%) Data Warehouse
9 1 (5.56%) NoSQL
9 1 (5.56%) SQL Server
Development Applications
1 6 (33.33%) Git (software)
2 4 (22.22%) Gerrit
2 4 (22.22%) Grunt
2 4 (22.22%) Jasmine
2 4 (22.22%) Jenkins
2 4 (22.22%) Maven
2 4 (22.22%) Selenium
3 2 (11.11%) Mocha
3 2 (11.11%) NUnit
3 2 (11.11%) SpecFlow
4 1 (5.56%) Oracle Forms
General
1 15 (83.33%) Finance
2 6 (33.33%) Banking
3 2 (11.11%) Retail
4 1 (5.56%) Telecoms
Job Titles
1 11 (61.11%) Developer
2 6 (33.33%) Senior Developer
3 5 (27.78%) Scala Developer
4 4 (22.22%) Java Developer
4 4 (22.22%) Senior Java Developer
5 3 (16.67%) Architect
5 3 (16.67%) Big Data Manager
5 3 (16.67%) Data Architect
5 3 (16.67%) Senior Architect
5 3 (16.67%) Senior Data Architect
5 3 (16.67%) Senior Manager
6 2 (11.11%) Applications Developer
6 2 (11.11%) Big Data Architect
6 2 (11.11%) Data Manager
6 2 (11.11%) Senior Applications Developer
7 1 (5.56%) Data Programmer
7 1 (5.56%) Java Programmer
7 1 (5.56%) Senior Java Programmer
7 1 (5.56%) Senior Programmer
7 1 (5.56%) Senior Technical Architect
Libraries, Frameworks & Software Standards
1 6 (33.33%) REST
2 4 (22.22%) AngularJS
2 4 (22.22%) D3.js
2 4 (22.22%) Kafka
3 3 (16.67%) Spark Streaming
4 2 (11.11%) .NET
4 2 (11.11%) Dapper ORM
4 2 (11.11%) FIX Protocol
4 2 (11.11%) KnockoutJS
4 2 (11.11%) LINQ to SQL
4 2 (11.11%) Middleware
4 2 (11.11%) NancyFx
4 2 (11.11%) Natural Language Processing
4 2 (11.11%) Protocol Buffers
4 2 (11.11%) React
4 2 (11.11%) Reactive Extensions
4 2 (11.11%) Twitter Bootstrap
5 1 (5.56%) NumPy
5 1 (5.56%) Pandas
5 1 (5.56%) scikit-learn
Miscellaneous
1 4 (22.22%) Fintech
1 4 (22.22%) Greenfield Project
2 3 (16.67%) Analytical Skills
2 3 (16.67%) Clustering
3 2 (11.11%) Equities
4 1 (5.56%) Algorithms
4 1 (5.56%) Computer Science
Operating Systems
1 1 (5.56%) Linux
Processes & Methodologies
1 10 (55.56%) Agile Software Development
2 6 (33.33%) TDD
3 5 (27.78%) API Design
3 5 (27.78%) Data Modelling
3 5 (27.78%) MapReduce
4 4 (22.22%) Analytics
4 4 (22.22%) Continuous Integration
4 4 (22.22%) Data Analytics
4 4 (22.22%) Data Architecture
5 3 (16.67%) Business Development
5 3 (16.67%) Business Intelligence
5 3 (16.67%) Coaching
5 3 (16.67%) Configuration Management
5 3 (16.67%) Low Latency
6 2 (11.11%) Business Analysis
6 2 (11.11%) ETL
6 2 (11.11%) Investment Management
6 2 (11.11%) Machine Learning
6 2 (11.11%) Open Source
7 1 (5.56%) Predictive Modelling
Programming Languages
1 11 (61.11%) Java
2 7 (38.89%) Scala
3 6 (33.33%) SQL
4 4 (22.22%) JavaScript
5 3 (16.67%) C++
6 2 (11.11%) C
6 2 (11.11%) C#
6 2 (11.11%) Python
6 2 (11.11%) R
7 1 (5.56%) HiveQL
7 1 (5.56%) MATLAB
7 1 (5.56%) Shell Script
Qualifications
1 5 (27.78%) Degree
2 2 (11.11%) Computer Science Degree
3 1 (5.56%) Numerate Degree
Quality Assurance & Compliance
1 1 (5.56%) GCP
System Software
1 14 (77.78%) HDFS
2 9 (50.00%) Apache ZooKeeper
3 2 (11.11%) Apache Flume
4 1 (5.56%) Docker
Systems Management
1 7 (38.89%) Puppet
2 3 (16.67%) Opscode Chef
3 2 (11.11%) Hadoop YARN
3 2 (11.11%) Oozie
4 1 (5.56%) Ambari
Vendors
1 1 (5.56%) Cloudera
1 1 (5.56%) Google
1 1 (5.56%) Hortonworks
1 1 (5.56%) Oracle
1 1 (5.56%) Tableau