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 25 June 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
25 Jun 2016
Same period 2015 Same period 2014
Apache Avro
Rank 638 - 622
Rank change year-on-year
- 0
Contract jobs citing Apache Avro 4 0 4
As % of all contract IT jobs located in the UK 0.008% - 0.007%
As % of the Libraries, Frameworks & Software Standards category 0.027% - 0.026%
Number of daily rates quoted 2 0 2
Median daily rate £438 - £563
90% offered a daily rate of more than £368 - £533
10% offered a daily rate of more than £508 - £593
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
15051 15372 15096
As % of all contract IT jobs located in the UK 28.37% 27.44% 27.91%
Number of daily rates quoted 10620 10274 9875
Median daily rate £420 £388 £375
Median daily rate % change year-on-year
+8.38% +3.33%
90% offered a daily rate of more than £300 £280 £275
10% offered a daily rate of more than £550 £550 £525
UK excluding London median daily rate £375 £350 £350
% change year-on-year
+7.14% -
Number of hourly rates quoted 176 213 211
Median hourly rate £36.00 £37.45 £35.00
Median hourly rate % change year-on-year
-3.87% +7.00%
90% offered a hourly rate of more than £18.80 £17.86 £17.50
10% offered a hourly rate of more than £50.00 £55.00 £53.00
UK excluding London median hourly rate £35.75 £40.00 £35.00
% change year-on-year
-10.62% +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 25 June 2016.

Apache Avro Daily Rate Histogram in the UK

Apache Avro
Top 7 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 25 June 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 - 4 £438 - 3
South West - 2 £350 -
Swindon - 2 £350 -
Wiltshire - 2 £350 -
M4 Corridor - 1 - -
South East - 1 - - 2
London - 1 £525 -

Apache Avro
Top 30 Related IT Skills

For the 6 months to 25 June 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 15 (75.00%) Apache Spark
2 14 (70.00%) Big Data
3 12 (60.00%) Scala
4 11 (55.00%) Hadoop
5 10 (50.00%) Kafka
6 9 (45.00%) Akka
6 9 (45.00%) Apache Cassandra
7 8 (40.00%) JSON
7 8 (40.00%) Java
7 8 (40.00%) HBase
8 7 (35.00%) Elasticsearch
8 7 (35.00%) Analytical Skills
8 7 (35.00%) Parquet
9 6 (30.00%) Docker
9 6 (30.00%) MapReduce
9 6 (30.00%) Apache Hive
10 5 (25.00%) Linux
10 5 (25.00%) Python
11 4 (20.00%) spray
11 4 (20.00%) WebSockets
11 4 (20.00%) Cloudera
11 4 (20.00%) Apache
11 4 (20.00%) SQL
11 4 (20.00%) REST
11 4 (20.00%) QA
11 4 (20.00%) Agile Software Development
12 3 (15.00%) Red Hat Enterprise Linux
12 3 (15.00%) Use Case
12 3 (15.00%) CouchDB
12 3 (15.00%) Open Source

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 15 (75.00%) Apache Spark
2 7 (35.00%) Elasticsearch
3 4 (20.00%) Apache
4 2 (10.00%) Apache Pig
5 1 (5.00%) Apache Solr
Business Applications
1 1 (5.00%) SAP Oil and Gas
Cloud Services
1 2 (10.00%) Amazon AWS
Communications & Networking
1 3 (15.00%) DSL
2 2 (10.00%) DNS
2 2 (10.00%) LDAP
3 1 (5.00%) FCAPS
3 1 (5.00%) Internet
Database & Business Intelligence
1 14 (70.00%) Big Data
2 11 (55.00%) Hadoop
3 9 (45.00%) Apache Cassandra
4 8 (40.00%) HBase
5 7 (35.00%) Parquet
6 6 (30.00%) Apache Hive
7 3 (15.00%) CouchDB
7 3 (15.00%) Neo4j
7 3 (15.00%) Redis
8 2 (10.00%) Data Warehouse
8 2 (10.00%) MongoDB
8 2 (10.00%) NoSQL
9 1 (5.00%) Apache Accumulo
9 1 (5.00%) Cloudera CDH
9 1 (5.00%) Pentaho
9 1 (5.00%) RDBMS
9 1 (5.00%) Relational Database
9 1 (5.00%) Sqoop
General
1 2 (10.00%) Banking
1 2 (10.00%) Finance
1 2 (10.00%) Telecoms
2 1 (5.00%) Electronics
2 1 (5.00%) Manufacturing
2 1 (5.00%) Marketing
Job Titles
1 10 (50.00%) Developer
2 6 (30.00%) Scala Developer
3 5 (25.00%) Architect
3 5 (25.00%) Hadoop Architect
4 4 (20.00%) Data Engineer
5 3 (15.00%) Hadoop Developer
6 2 (10.00%) Apache Spark Developer
6 2 (10.00%) Big Data Developer
6 2 (10.00%) Big Data Engineer
6 2 (10.00%) Senior Developer
6 2 (10.00%) Senior Scala Developer
6 2 (10.00%) Software Developer
7 1 (5.00%) Cassandra Developer
7 1 (5.00%) Cloud Developer
7 1 (5.00%) Consultant
7 1 (5.00%) Hadoop Consultant
7 1 (5.00%) Hadoop Engineer
7 1 (5.00%) Java Developer
7 1 (5.00%) Java Hadoop Developer
7 1 (5.00%) Java Scala Developer
Libraries, Frameworks & Software Standards
1 10 (50.00%) Kafka
2 9 (45.00%) Akka
3 8 (40.00%) JSON
4 4 (20.00%) REST
4 4 (20.00%) spray
4 4 (20.00%) WebSockets
5 3 (15.00%) GraphX
6 2 (10.00%) AngularJS
6 2 (10.00%) CSS
6 2 (10.00%) CSS3
6 2 (10.00%) Dropwizard
6 2 (10.00%) HTML
6 2 (10.00%) HTML5
6 2 (10.00%) ODBC
6 2 (10.00%) Protocol Buffers
6 2 (10.00%) Samza
6 2 (10.00%) SOAP
6 2 (10.00%) Spark Streaming
7 1 (5.00%) Apache Thrift
7 1 (5.00%) XML
Miscellaneous
1 7 (35.00%) Analytical Skills
2 1 (5.00%) Algorithms
2 1 (5.00%) Data Integration
2 1 (5.00%) Internet of Things
Operating Systems
1 5 (25.00%) Linux
2 3 (15.00%) Red Hat Enterprise Linux
2 3 (15.00%) Unix
3 2 (10.00%) Mesosphere
Processes & Methodologies
1 6 (30.00%) MapReduce
2 4 (20.00%) Agile Software Development
3 3 (15.00%) Analytics
3 3 (15.00%) Big Data Analytics
3 3 (15.00%) Data Analytics
3 3 (15.00%) Data Modelling
3 3 (15.00%) DevOps
3 3 (15.00%) Open Source
3 3 (15.00%) Use Case
4 2 (10.00%) Business Intelligence
4 2 (10.00%) ETL
4 2 (10.00%) Machine Learning
4 2 (10.00%) Mentoring
5 1 (5.00%) Capacity Planning
5 1 (5.00%) Continuous Integration
5 1 (5.00%) Data Migration
5 1 (5.00%) Digital Marketing
5 1 (5.00%) Multithreading
5 1 (5.00%) Problem Management
5 1 (5.00%) Programme Management
Programming Languages
1 12 (60.00%) Scala
2 8 (40.00%) Java
3 5 (25.00%) Python
4 4 (20.00%) SQL
5 2 (10.00%) JavaScript
5 2 (10.00%) R
5 2 (10.00%) Shell Script
5 2 (10.00%) TypeScript
6 1 (5.00%) Bash Shell
6 1 (5.00%) Perl
6 1 (5.00%) PHP
Quality Assurance & Compliance
1 4 (20.00%) QA
2 1 (5.00%) Data Quality
System Software
1 6 (30.00%) Docker
2 1 (5.00%) Apache Flume
2 1 (5.00%) Apache ZooKeeper
2 1 (5.00%) HDFS
2 1 (5.00%) Virtual Machines
Systems Management
1 2 (10.00%) Ansible
1 2 (10.00%) Kubernetes
1 2 (10.00%) Opscode Chef
1 2 (10.00%) Puppet
2 1 (5.00%) Ambari
2 1 (5.00%) Hadoop YARN
2 1 (5.00%) Oozie
Vendors
1 4 (20.00%) Cloudera
2 3 (15.00%) Red Hat
3 1 (5.00%) Informatica
3 1 (5.00%) Nokia
3 1 (5.00%) Oracle
3 1 (5.00%) SAP
3 1 (5.00%) Teradata