Period
to 22 May 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 22 May 2018 with a comparison to the same period in the previous 2 years.

Apache Avro
UK
6 months to
22 May 2018
Same period 2017 Same period 2016
Rank 1166 1141 1251
Rank change year-on-year -25 +110 +59
Permanent jobs citing Apache Avro 31 23 38
As % of all permanent IT jobs advertised in the UK 0.018% 0.014% 0.019%
As % of the Libraries, Frameworks & Software Standards category 0.044% 0.034% 0.049%
Number of salaries quoted 28 19 29
UK median annual salary £72,500 £72,500 £65,000
Median salary % change year-on-year - +11.54% -22.39%
10th Percentile £68,750 £45,000 £45,000
90th Percentile £82,500 £105,000 £79,000
UK excluding London median annual salary £72,500 £55,000 £50,000
% change year-on-year +31.82% +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 70,096 68,546 77,753
As % of all permanent IT jobs advertised in the UK 40.82% 40.57% 38.71%
Number of salaries quoted 58,662 58,277 67,044
UK median annual salary £50,000 £47,500 £47,500
Median salary % change year-on-year +5.26% - +5.56%
10th Percentile £31,250 £29,000 £28,500
90th Percentile £80,000 £76,250 £75,000
UK excluding London median annual salary £45,000 £42,500 £41,500
% change year-on-year +5.88% +2.41% +3.75%

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 22 May 2018.

Salary histogram for Apache Avro in the UK

Apache Avro
Top 6 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 22 May 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 -9 31 £72,500 - 5
UK excluding London -8 24 £72,500 +31.82% 3
East of England - 22 £72,500 - 2
London -11 7 £80,000 -8.57% 2
South East -12 1 £70,000 +27.27%
South West - 1 - -

For the 6 months to 22 May 2018, IT jobs citing Apache Avro also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads with a requirement for Apache Avro.

1 30 (96.77%) Apache Spark
2 28 (90.32%) Parquet
2 28 (90.32%) Kafka
3 27 (87.10%) Hadoop
3 27 (87.10%) Amazon AWS
3 27 (87.10%) HDFS
4 26 (83.87%) Big Data
5 25 (80.65%) HBase
5 25 (80.65%) Apache Flume
5 25 (80.65%) Open Source
5 25 (80.65%) Analytics
6 24 (77.42%) Linux
7 22 (70.97%) Sqoop
7 22 (70.97%) Oozie
7 22 (70.97%) Impala
8 21 (67.74%) QA
9 20 (64.52%) .NET
9 20 (64.52%) Amazon Redshift
9 20 (64.52%) Amazon EMR
9 20 (64.52%) Amazon S3
9 20 (64.52%) Amazon Kinesis
9 20 (64.52%) Amazon QuickSight
10 18 (58.06%) SAP
10 18 (58.06%) CRM
10 18 (58.06%) Microsoft Azure
10 18 (58.06%) Customer Analytics
11 9 (29.03%) Agile Software Development
12 8 (25.81%) DevOps
13 7 (22.58%) Akka
13 7 (22.58%) Jenkins

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 30 (96.77%) Apache Spark
2 6 (19.35%) Apache
3 3 (9.68%) Apache Pig
4 2 (6.45%) Elasticsearch
Applications
1 2 (6.45%) Microsoft Project
Cloud Services
1 27 (87.10%) Amazon AWS
2 20 (64.52%) Amazon EMR
2 20 (64.52%) Amazon Kinesis
2 20 (64.52%) Amazon S3
3 18 (58.06%) Microsoft Azure
4 7 (22.58%) GitHub
5 4 (12.90%) Serverless
6 2 (6.45%) AWS CloudFormation
6 2 (6.45%) AWS Lambda
6 2 (6.45%) Google Cloud Platform
6 2 (6.45%) IaaS
6 2 (6.45%) PaaS
6 2 (6.45%) Slack
Communications & Networking
1 2 (6.45%) HTTP
Database & Business Intelligence
1 28 (90.32%) Parquet
2 27 (87.10%) Hadoop
3 26 (83.87%) Big Data
4 25 (80.65%) HBase
5 22 (70.97%) Impala
5 22 (70.97%) Sqoop
6 20 (64.52%) Amazon QuickSight
6 20 (64.52%) Amazon Redshift
7 5 (16.13%) Apache Hive
7 5 (16.13%) Data Warehouse
7 5 (16.13%) MongoDB
7 5 (16.13%) Relational Database
8 3 (9.68%) Apache Cassandra
8 3 (9.68%) Flink
8 3 (9.68%) Neo4j
8 3 (9.68%) RDBMS
9 2 (6.45%) InfluxDB
9 2 (6.45%) PostgreSQL
9 2 (6.45%) Redis
Development Applications
1 7 (22.58%) Jenkins
1 7 (22.58%) JIRA
2 6 (19.35%) Maven
3 4 (12.90%) Sonatype Nexus
4 3 (9.68%) Atlassian Bamboo
4 3 (9.68%) CA Release Automation
4 3 (9.68%) Git (software)
4 3 (9.68%) TeamCity
5 2 (6.45%) CircleCI
5 2 (6.45%) Eclipse
5 2 (6.45%) FindBugs
5 2 (6.45%) Gatling
5 2 (6.45%) GoCD
5 2 (6.45%) SonarQube
5 2 (6.45%) Vagrant
6 1 (3.23%) Gradle
General
1 5 (16.13%) Finance
2 4 (12.90%) Marketing
3 2 (6.45%) Games
3 2 (6.45%) Retail
4 1 (3.23%) Banking
4 1 (3.23%) Financial Institution
Job Titles
1 23 (74.19%) Architect
2 20 (64.52%) Big Data Architect
2 20 (64.52%) Data Architect
3 19 (61.29%) Technical Architect
4 18 (58.06%) Cloud Architect
4 18 (58.06%) Data Analytics Architect
5 3 (9.68%) Big Data Engineer
5 3 (9.68%) Data Engineer
6 2 (6.45%) Development Manager
6 2 (6.45%) Engineering Manager
6 2 (6.45%) Head of Development
6 2 (6.45%) Head of Engineering
7 1 (3.23%) Developer
Libraries, Frameworks & Software Standards
1 28 (90.32%) Kafka
2 20 (64.52%) .NET
3 7 (22.58%) Akka
4 5 (16.13%) Play Framework
5 4 (12.90%) Scalaz
5 4 (12.90%) Web Services
6 3 (9.68%) Apache Camel
6 3 (9.68%) Apache Drill
6 3 (9.68%) Middleware
6 3 (9.68%) Samza
7 2 (6.45%) JSON
7 2 (6.45%) Protocol Buffers
8 1 (3.23%) Spark Streaming
8 1 (3.23%) Spring
Miscellaneous
1 6 (19.35%) Computer Science
2 3 (9.68%) Self-Motivation
2 3 (9.68%) Virtual Team
3 2 (6.45%) Algorithms
3 2 (6.45%) Blog
3 2 (6.45%) Data Structures
4 1 (3.23%) Linux Command Line
4 1 (3.23%) Management Information System
Operating Systems
1 24 (77.42%) Linux
2 4 (12.90%) Unix
Processes & Methodologies
1 25 (80.65%) Analytics
1 25 (80.65%) Open Source
2 18 (58.06%) CRM
2 18 (58.06%) Customer Analytics
3 9 (29.03%) Agile Software Development
4 8 (25.81%) DevOps
5 6 (19.35%) Test Automation
6 4 (12.90%) BDD
6 4 (12.90%) E-Commerce
6 4 (12.90%) Functional Programming
6 4 (12.90%) Mentoring
6 4 (12.90%) Software Engineering
6 4 (12.90%) TDD
7 3 (9.68%) Business Intelligence
7 3 (9.68%) Data Engineering
7 3 (9.68%) Data Modelling
7 3 (9.68%) Data Science
7 3 (9.68%) Problem-Solving
7 3 (9.68%) Quantitative Finance
7 3 (9.68%) Scrum
Programming Languages
1 7 (22.58%) Scala
2 5 (16.13%) SQL
3 3 (9.68%) Java
3 3 (9.68%) Shell Script
4 2 (6.45%) Lisp
Qualifications
1 7 (22.58%) Degree
2 6 (19.35%) Computer Science Degree
3 4 (12.90%) Master's Degree
Quality Assurance & Compliance
1 21 (67.74%) QA
2 2 (6.45%) GCP
3 1 (3.23%) Data Quality
System Software
1 27 (87.10%) HDFS
2 25 (80.65%) Apache Flume
3 4 (12.90%) Docker
4 1 (3.23%) Apache ZooKeeper
Systems Management
1 22 (70.97%) Oozie
2 3 (9.68%) Ansible
2 3 (9.68%) Hadoop YARN
2 3 (9.68%) Kibana
3 2 (6.45%) Grafana
3 2 (6.45%) Kubernetes
3 2 (6.45%) Mesos
3 2 (6.45%) Opscode Chef
3 2 (6.45%) Terraform
Vendors
1 18 (58.06%) SAP
2 3 (9.68%) Atlassian
2 3 (9.68%) CA
2 3 (9.68%) Cloudera
2 3 (9.68%) Dataiku
2 3 (9.68%) Datameer
2 3 (9.68%) Google
2 3 (9.68%) Hortonworks
2 3 (9.68%) Sonatype
2 3 (9.68%) Tableau
3 2 (6.45%) Microsoft
4 1 (3.23%) Cognizant
4 1 (3.23%) Talend