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 23 January 2017 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
23 Jan 2017
Same period 2016 Same period 2015
Apache Avro
UK
Rank 565 613 594
Rank change year-on-year
+48 -19
Contract jobs citing Apache Avro 22 17 13
As % of all contract IT jobs located in the UK 0.049% 0.034% 0.026%
As % of the Libraries, Frameworks & Software Standards category 0.16% 0.12% 0.094%
Number of daily rates quoted 15 16 7
Median daily rate £525 £600 £575
Median daily rate % change year-on-year
-12.50% +4.34%
90% offered a daily rate of more than £437 £500 £489
10% offered a daily rate of more than £700 £650 £650
UK excluding London median daily rate - £600 -
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
13869 14440 13865
As % of all contract IT jobs located in the UK 30.92% 28.89% 27.34%
Number of daily rates quoted 9525 9991 9330
Median daily rate £425 £400 £390
Median daily rate % change year-on-year
+6.25% +2.56%
90% offered a daily rate of more than £306 £300 £275
10% offered a daily rate of more than £575 £550 £550
UK excluding London median daily rate £375 £370 £350
% change year-on-year
+1.35% +5.71%
Number of hourly rates quoted 162 254 186
Median hourly rate £40.00 £40.00 £34.00
Median hourly rate % change year-on-year
- +17.64%
90% offered a hourly rate of more than £16.50 £22.30 £20.28
10% offered a hourly rate of more than £52.17 £57.00 £50.00
UK excluding London median hourly rate £37.50 £38.00 £33.50
% change year-on-year
-1.31% +13.43%

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 23 January 2017.

Apache Avro Daily Rate Histogram in the UK

Apache Avro
Top 4 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 23 January 2017. 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 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 +36 22 £525 -12.50% 4
London +24 22 £525 -19.23% 4
City of London - 1 £550 - 2
Canary Wharf - 1 £575 -

Apache Avro
Top 30 Related IT Skills

For the 6 months to 23 January 2017, 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 62 (92.54%) Apache Spark
2 57 (85.07%) Java
3 55 (82.09%) Scala
4 54 (80.60%) Hadoop
5 44 (65.67%) Kafka
6 36 (53.73%) Apache Hive
6 36 (53.73%) Agile Software Development
7 35 (52.24%) Parquet
8 31 (46.27%) Big Data
9 30 (44.78%) Python
9 30 (44.78%) Elasticsearch
10 28 (41.79%) PostgreSQL
11 26 (38.81%) Git (software)
12 24 (35.82%) Jenkins
13 23 (34.33%) Apache Flume
13 23 (34.33%) Data Ingestion
13 23 (34.33%) Akka
13 23 (34.33%) DevOps
14 22 (32.84%) Spring
14 22 (32.84%) SQL
15 20 (29.85%) Hibernate
15 20 (29.85%) Spark Streaming
16 19 (28.36%) XML
16 19 (28.36%) JSON
17 18 (26.87%) TDD
18 17 (25.37%) JMS
18 17 (25.37%) Statistics
18 17 (25.37%) Continuous Integration
18 17 (25.37%) WebDriver
18 17 (25.37%) Cloud Computing

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 62 (92.54%) Apache Spark
2 30 (44.78%) Elasticsearch
3 8 (11.94%) Apache Solr
4 7 (10.45%) Jupyter
5 2 (2.99%) Apache
6 1 (1.49%) Apache Pig
Business Applications
1 1 (1.49%) SAP Oil and Gas
Cloud Services
1 17 (25.37%) Cloud Computing
2 16 (23.88%) Amazon Kinesis
3 3 (4.48%) Amazon AWS
4 1 (1.49%) Amazon EMR
Communications & Networking
1 6 (8.96%) Internet
2 4 (5.97%) HTTP
3 2 (2.99%) DNS
3 2 (2.99%) DSL
3 2 (2.99%) FCAPS
3 2 (2.99%) LDAP
Database & Business Intelligence
1 54 (80.60%) Hadoop
2 36 (53.73%) Apache Hive
3 35 (52.24%) Parquet
4 31 (46.27%) Big Data
5 28 (41.79%) PostgreSQL
6 17 (25.37%) Relational Database
7 16 (23.88%) Redis
8 14 (20.90%) HBase
9 9 (13.43%) Apache Cassandra
10 8 (11.94%) BusinessObjects
10 8 (11.94%) Impala
10 8 (11.94%) QlikView
11 6 (8.96%) Sqoop
12 4 (5.97%) Neo4j
13 3 (4.48%) CouchDB
13 3 (4.48%) NoSQL
14 2 (2.99%) MongoDB
14 2 (2.99%) Pentaho
14 2 (2.99%) RDBMS
14 2 (2.99%) Star Schema
Development Applications
1 26 (38.81%) Git (software)
2 24 (35.82%) Jenkins
3 17 (25.37%) WebDriver
4 11 (16.42%) JIRA
5 7 (10.45%) Maven
5 7 (10.45%) Sonatype Nexus
6 3 (4.48%) Talend Open Studio
7 1 (1.49%) JUnit
General
1 16 (23.88%) Finance
2 15 (22.39%) Banking
3 5 (7.46%) Investment Banking
4 3 (4.48%) Games
5 1 (1.49%) Electronics
5 1 (1.49%) Manufacturing
5 1 (1.49%) Marketing
5 1 (1.49%) Publishing
5 1 (1.49%) Retail
5 1 (1.49%) Telecoms
Job Titles
1 36 (53.73%) Developer
2 26 (38.81%) Data Engineer
3 24 (35.82%) Java Developer
4 17 (25.37%) Scala Developer
5 14 (20.90%) Big Data Engineer
6 11 (16.42%) Apache Spark Developer
7 10 (14.93%) Hadoop Developer
8 8 (11.94%) DevOps Engineer
8 8 (11.94%) Java Scala Developer
9 3 (4.48%) Elasticsearch Developer
9 3 (4.48%) Java Engineer
9 3 (4.48%) Platform Engineer
10 2 (2.99%) Data Modeller
10 2 (2.99%) Operations Engineer
10 2 (2.99%) Senior Developer
10 2 (2.99%) Senior Java Developer
10 2 (2.99%) Software Developer
11 1 (1.49%) Junior
11 1 (1.49%) Junior Developer
11 1 (1.49%) Junior Java Developer
Libraries, Frameworks & Software Standards
1 44 (65.67%) Kafka
2 23 (34.33%) Akka
3 22 (32.84%) Spring
4 20 (29.85%) Hibernate
4 20 (29.85%) Spark Streaming
5 19 (28.36%) JSON
5 19 (28.36%) XML
6 17 (25.37%) JMS
7 16 (23.88%) Play Framework
8 13 (19.40%) REST
9 4 (5.97%) Protocol Buffers
9 4 (5.97%) WebSockets
10 3 (4.48%) SOAP
11 2 (2.99%) AngularJS
11 2 (2.99%) CSS
11 2 (2.99%) CSS3
11 2 (2.99%) HTML
11 2 (2.99%) HTML5
11 2 (2.99%) J2EE
11 2 (2.99%) ODBC
Miscellaneous
1 17 (25.37%) Statistics
2 10 (14.93%) Analytical Skills
2 10 (14.93%) Visualisation
3 8 (11.94%) Computer Science
3 8 (11.94%) Grid Computing
4 3 (4.48%) Data Structures
4 3 (4.48%) User Experience
5 2 (2.99%) Data Centre
5 2 (2.99%) Data Integration
6 1 (1.49%) Algorithms
6 1 (1.49%) Public Cloud
6 1 (1.49%) Reference Data
6 1 (1.49%) Virtual Team
Operating Systems
1 5 (7.46%) Linux
2 2 (2.99%) Mesosphere
2 2 (2.99%) Unix
Processes & Methodologies
1 36 (53.73%) Agile Software Development
2 23 (34.33%) Data Ingestion
2 23 (34.33%) DevOps
3 18 (26.87%) TDD
4 17 (25.37%) Continuous Integration
5 15 (22.39%) Pair Programming
6 14 (20.90%) Domain-Driven Design
6 14 (20.90%) SOA
7 13 (19.40%) Automated Testing
8 9 (13.43%) Scrum
8 9 (13.43%) Unit Testing
9 8 (11.94%) API Design
9 8 (11.94%) Data Architecture
9 8 (11.94%) Data Visualisation
9 8 (11.94%) Stakeholder Management
10 7 (10.45%) Continuous Deployment
10 7 (10.45%) Planning and Forecasting
10 7 (10.45%) Risk Management
10 7 (10.45%) Stress Testing
10 7 (10.45%) Technical Analysis
Programming Languages
1 57 (85.07%) Java
2 55 (82.09%) Scala
3 30 (44.78%) Python
4 22 (32.84%) SQL
5 12 (17.91%) R
6 3 (4.48%) Ruby
7 2 (2.99%) JavaScript
7 2 (2.99%) Perl
7 2 (2.99%) TypeScript
Qualifications
1 8 (11.94%) Degree
System Software
1 23 (34.33%) Apache Flume
2 9 (13.43%) HDFS
3 2 (2.99%) Docker
4 1 (1.49%) Apache ZooKeeper
Systems Management
1 9 (13.43%) Hadoop YARN
1 9 (13.43%) Opscode Chef
1 9 (13.43%) Puppet
2 8 (11.94%) Oozie
3 2 (2.99%) Ansible
3 2 (2.99%) Grafana
3 2 (2.99%) Kibana
3 2 (2.99%) Kubernetes
3 2 (2.99%) logstash
3 2 (2.99%) Nagios
Vendors
1 8 (11.94%) Cloudera
2 6 (8.96%) Teradata
3 3 (4.48%) Microsoft
3 3 (4.48%) Talend
4 2 (2.99%) Nokia
4 2 (2.99%) Oracle
5 1 (1.49%) SAP
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