The table below looks at the statistics for Apache Avro skills in IT contracts advertised across the UK. Included is a guide to the contractor rates offered in IT contracts that have cited Apache Avro over the 3 months to 30 July 2016 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
30 Jul 2016
Same period 2015 Same period 2014
Apache Avro
Rank 642 658 635
Rank change year-on-year
+16 -23
Contract jobs citing Apache Avro 19 5 3
As % of all contract IT jobs located in the UK 0.035% 0.009% 0.005%
As % of the Libraries, Frameworks & Software Standards category 0.12% 0.032% 0.020%
Number of daily rates quoted 8 5 1
Median daily rate £500 £700 £525
Median daily rate % change year-on-year
-28.57% +33.33%
UK excluding London median daily rate £350 - -
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - - -

The following table is for comparison with the above and provides statistics for the entire Libraries, Frameworks & Software Standards category in contract jobs advertised across the UK.

Libraries, Frameworks & Software Standards Category
UK
Contract IT job ads with a match in the
Libraries, Frameworks & Software Standards category
15731 15665 15106
As % of all contract IT jobs located in the UK 29.22% 27.44% 27.60%
Number of daily rates quoted 11012 10559 9742
Median daily rate £415 £400 £375
Median daily rate % change year-on-year
+3.75% +6.66%
90% offered a daily rate of more than £300 £275 £265
10% offered a daily rate of more than £550 £550 £525
UK excluding London median daily rate £375 £350 £340
% change year-on-year
+7.14% +2.94%
Number of hourly rates quoted 200 228 218
Median hourly rate £40.00 £39.50 £35.00
Median hourly rate % change year-on-year
+1.26% +12.85%
90% offered a hourly rate of more than £20.15 £17.00 £17.50
10% offered a hourly rate of more than £52.00 £55.00 £53.00
UK excluding London median hourly rate £40.00 £40.00 £35.00
% change year-on-year
- +14.28%

Apache Avro
Jobs Demand Trend

The demand trend of contract jobs citing Apache Avro as a proportion of all IT contracts with a match in the Libraries, Frameworks & Software Standards category.

Apache Avro Jobs Demand Trend in the UK

Apache Avro
Daily Rate Trend

This chart provides the 3-month moving average for daily rates quoted in IT contract jobs citing Apache Avro within the UK.

Apache Avro Daily Rate Trend in the UK

Apache Avro
Daily Rate Histogram

This chart provides a histogram of daily rates quoted in contract IT jobs citing Apache Avro within the UK over the 3 months to 30 July 2016.

Apache Avro Daily Rate Histogram in the UK

Apache Avro
Top 9 Contract Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Apache Avro within the UK over the 3 months to 30 July 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +31 19 £500 -28.57% 2
London +5 12 £500 -28.57% 1
South West - 6 £350 -
Wiltshire - 6 £350 -
Swindon - 6 £350 -
M4 Corridor - 1 - -
Twickenham - 1 £500 -
City of London - 1 - -
South East - 1 - - 1

Apache Avro
Top 30 Related IT Skills

For the 6 months to 30 July 2016, IT contractor 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 contract ads with a requirement for Apache Avro.

1 26 (89.66%) Apache Spark
2 24 (82.76%) Scala
3 22 (75.86%) Akka
4 19 (65.52%) Kafka
5 17 (58.62%) Apache Cassandra
6 15 (51.72%) Elasticsearch
6 15 (51.72%) Java
7 13 (44.83%) Big Data
8 12 (41.38%) REST
8 12 (41.38%) WebSockets
8 12 (41.38%) Hadoop
9 11 (37.93%) Redis
10 10 (34.48%) HBase
10 10 (34.48%) Docker
10 10 (34.48%) Apache
11 9 (31.03%) Apache Hive
11 9 (31.03%) Parquet
12 8 (27.59%) SQL
12 8 (27.59%) Linux
12 8 (27.59%) Internet
12 8 (27.59%) Agile Software Development
13 7 (24.14%) CouchDB
13 7 (24.14%) Use Case
13 7 (24.14%) DSL
13 7 (24.14%) Data Modelling
13 7 (24.14%) Open Source
13 7 (24.14%) Neo4j
13 7 (24.14%) Apache Flume
13 7 (24.14%) Data Analytics
13 7 (24.14%) Big Data Analytics

Apache Avro
Top Related 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 (89.66%) Apache Spark
2 15 (51.72%) Elasticsearch
3 10 (34.48%) Apache
4 1 (3.45%) Apache Pig
4 1 (3.45%) Apache Solr
Business Applications
1 1 (3.45%) SAP Oil and Gas
Cloud Services
1 6 (20.69%) Amazon AWS
Communications & Networking
1 8 (27.59%) Internet
2 7 (24.14%) DSL
3 6 (20.69%) DNS
3 6 (20.69%) LDAP
4 5 (17.24%) FCAPS
Database & Business Intelligence
1 17 (58.62%) Apache Cassandra
2 13 (44.83%) Big Data
3 12 (41.38%) Hadoop
4 11 (37.93%) Redis
5 10 (34.48%) HBase
6 9 (31.03%) Apache Hive
6 9 (31.03%) Parquet
7 7 (24.14%) CouchDB
7 7 (24.14%) Neo4j
8 4 (13.79%) PostgreSQL
9 2 (6.90%) NoSQL
10 1 (3.45%) Apache Accumulo
10 1 (3.45%) Cloudera CDH
10 1 (3.45%) Data Warehouse
10 1 (3.45%) MongoDB
10 1 (3.45%) Pentaho
10 1 (3.45%) RDBMS
10 1 (3.45%) Relational Database
10 1 (3.45%) Sqoop
Development Applications
1 5 (17.24%) Git (software)
1 5 (17.24%) Jenkins
1 5 (17.24%) WebDriver
General
1 2 (6.90%) Telecoms
2 1 (3.45%) Banking
2 1 (3.45%) Electronics
2 1 (3.45%) Finance
2 1 (3.45%) Manufacturing
2 1 (3.45%) Marketing
Job Titles
1 19 (65.52%) Developer
2 7 (24.14%) Data Engineer
2 7 (24.14%) Scala Developer
3 6 (20.69%) Java Developer
4 5 (17.24%) Software Developer
5 4 (13.79%) Senior Developer
6 3 (10.34%) Apache Spark Developer
6 3 (10.34%) Senior Scala Developer
7 2 (6.90%) Architect
7 2 (6.90%) Big Data Developer
7 2 (6.90%) Hadoop Architect
7 2 (6.90%) Hadoop Developer
7 2 (6.90%) Java Scala Developer
7 2 (6.90%) Senior Java Developer
8 1 (3.45%) Big Data Engineer
8 1 (3.45%) Cloud Developer
8 1 (3.45%) Consultant
8 1 (3.45%) Hadoop Engineer
8 1 (3.45%) Internet Developer
8 1 (3.45%) Senior Hadoop Developer
Libraries, Frameworks & Software Standards
1 22 (75.86%) Akka
2 19 (65.52%) Kafka
3 12 (41.38%) REST
3 12 (41.38%) WebSockets
4 7 (24.14%) GraphX
5 6 (20.69%) AngularJS
5 6 (20.69%) CSS
5 6 (20.69%) CSS3
5 6 (20.69%) HTML
5 6 (20.69%) HTML5
5 6 (20.69%) ODBC
5 6 (20.69%) Protocol Buffers
5 6 (20.69%) Samza
5 6 (20.69%) SOAP
5 6 (20.69%) Spring
6 5 (17.24%) Hibernate
6 5 (17.24%) Spark Streaming
7 4 (13.79%) JSON
7 4 (13.79%) Play Framework
7 4 (13.79%) spray
Miscellaneous
1 5 (17.24%) Algorithms
1 5 (17.24%) Internet of Things
2 3 (10.34%) Analytical Skills
3 1 (3.45%) Data Integration
Operating Systems
1 8 (27.59%) Linux
2 6 (20.69%) Mesosphere
3 2 (6.90%) Red Hat Enterprise Linux
3 2 (6.90%) Unix
Processes & Methodologies
1 8 (27.59%) Agile Software Development
2 7 (24.14%) Analytics
2 7 (24.14%) Big Data Analytics
2 7 (24.14%) Data Analytics
2 7 (24.14%) Data Modelling
2 7 (24.14%) DevOps
2 7 (24.14%) Open Source
2 7 (24.14%) Use Case
3 5 (17.24%) Pair Programming
4 4 (13.79%) Automated Testing
4 4 (13.79%) Domain-Driven Design
4 4 (13.79%) TDD
5 2 (6.90%) Data Ingestion
5 2 (6.90%) MapReduce
6 1 (3.45%) Capacity Planning
6 1 (3.45%) Change Control
6 1 (3.45%) Data Privacy
6 1 (3.45%) Machine Learning
6 1 (3.45%) Mentoring
6 1 (3.45%) Performance Tuning
Programming Languages
1 24 (82.76%) Scala
2 15 (51.72%) Java
3 8 (27.59%) SQL
4 6 (20.69%) JavaScript
4 6 (20.69%) TypeScript
5 4 (13.79%) Python
6 2 (6.90%) Shell Script
7 1 (3.45%) Bash Shell
7 1 (3.45%) Perl
7 1 (3.45%) PHP
7 1 (3.45%) R
Quality Assurance & Compliance
1 1 (3.45%) Data Quality
1 1 (3.45%) QA
System Software
1 10 (34.48%) Docker
2 7 (24.14%) Apache Flume
3 1 (3.45%) Apache ZooKeeper
3 1 (3.45%) HDFS
3 1 (3.45%) Virtual Machines
Systems Management
1 6 (20.69%) Ansible
1 6 (20.69%) Kubernetes
2 1 (3.45%) Ambari
2 1 (3.45%) Hadoop YARN
2 1 (3.45%) Oozie
2 1 (3.45%) Opscode Chef
2 1 (3.45%) Puppet
Vendors
1 5 (17.24%) Nokia
2 3 (10.34%) Cloudera
3 2 (6.90%) Red Hat
4 1 (3.45%) Informatica
4 1 (3.45%) Oracle
4 1 (3.45%) SAP
4 1 (3.45%) Teradata
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