The table below looks at the statistics for Apache Pig skills in IT contracts advertised for the City of London region. Included is a guide to the contractor rates offered in IT contracts that have cited Apache Pig over the 3 months to 23 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
23 Jul 2016
Same period 2015 Same period 2014
Apache Pig
Rank 165 207 176
Rank change year-on-year
+42 -31
Contract jobs citing Apache Pig 5 5 19
As % of all contract IT jobs located in the City of London 0.15% 0.084% 0.33%
As % of the Application Platforms category 0.82% 0.50% 2.01%
Number of daily rates quoted 5 3 17
Median daily rate £550 £550 £475
Median daily rate % change year-on-year
- +15.78%
90% offered a daily rate of more than £485 £450 £390
10% offered a daily rate of more than £800 £590 £620
UK excluding London median daily rate £525 £450 £520
% change year-on-year
+16.66% -13.46%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - £33.55 -
Apache Pig
London

The following table is for comparison with the above and provides statistics for the entire Application Platforms category in contract jobs advertised in the City of London region.

Application Platforms Category
City of London
Contract IT job ads with a match in the
Application Platforms category
608 1007 947
As % of all contract IT jobs located in the City of London 17.79% 17.00% 16.47%
Number of daily rates quoted 469 755 638
Median daily rate £425 £425 £400
Median daily rate % change year-on-year
- +6.25%
90% offered a daily rate of more than £300 £275 £225
10% offered a daily rate of more than £580 £600 £550
UK excluding London median daily rate £400 £356 £350
% change year-on-year
+12.47% +1.60%
Number of hourly rates quoted 9 17 24
Median hourly rate £12.50 £17.00 £18.85
Median hourly rate % change year-on-year
-26.47% -9.81%
UK excluding London median hourly rate £28.00 £21.00 £16.50
% change year-on-year
+33.33% +27.27%

Apache Pig
Jobs Demand Trend in the City of London

The demand trend of contract jobs across the City of London region citing Apache Pig as a proportion of all IT contracts with a match in the Application Platforms category.

Apache Pig Jobs Demand Trend in the City of London

Apache Pig
Daily Rate Trend in the City of London

This chart provides the 3-month moving average for daily rates quoted in IT contract jobs citing Apache Pig across the City of London region.

Apache Pig Daily Rate Trend in the City of London

Apache Pig
Daily Rate Histogram in the City of London

This chart provides a histogram of daily rates quoted in contract IT jobs citing Apache Pig across the City of London region over the 3 months to 23 July 2016.

Apache Pig Daily Rate Histogram in the City of London

Apache Pig
Top 30 Related IT Skills in the City of London

For the 6 months to 23 July 2016, IT contractor jobs citing Apache Pig also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the City of London region with a requirement for Apache Pig.

1 26 (100.00%) Apache Hive
2 23 (88.46%) Big Data
2 23 (88.46%) Hadoop
3 14 (53.85%) Scala
4 11 (42.31%) Apache Spark
4 11 (42.31%) Java
5 8 (30.77%) Python
5 8 (30.77%) HDFS
6 7 (26.92%) NoSQL
7 6 (23.08%) HBase
7 6 (23.08%) SQL
7 6 (23.08%) Business Intelligence
7 6 (23.08%) E-Commerce
7 6 (23.08%) Finance
8 5 (19.23%) Analytical Skills
9 4 (15.38%) Hortonworks
9 4 (15.38%) Cloudera
9 4 (15.38%) MapReduce
9 4 (15.38%) Splunk
9 4 (15.38%) Microsoft Azure
9 4 (15.38%) Teradata
9 4 (15.38%) Agile Software Development
9 4 (15.38%) Banking
10 3 (11.54%) Statistical Analysis
10 3 (11.54%) Java EE
10 3 (11.54%) TDD
10 3 (11.54%) MATLAB
10 3 (11.54%) Data Modelling
10 3 (11.54%) SOA
10 3 (11.54%) SQL Server

Apache Pig
Top Related IT Skills in the City of 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 11 (42.31%) Apache Spark
2 1 (3.85%) GemFire
2 1 (3.85%) Oracle Coherence
Cloud Services
1 4 (15.38%) Microsoft Azure
Communications & Networking
1 1 (3.85%) Internet
1 1 (3.85%) Kerberos
1 1 (3.85%) SAN
Database & Business Intelligence
1 26 (100.00%) Apache Hive
2 23 (88.46%) Big Data
2 23 (88.46%) Hadoop
3 7 (26.92%) NoSQL
4 6 (23.08%) HBase
5 3 (11.54%) Impala
5 3 (11.54%) MongoDB
5 3 (11.54%) Relational Database
5 3 (11.54%) SQL Server
6 2 (7.69%) Amazon DynamoDB
6 2 (7.69%) Apache Cassandra
6 2 (7.69%) Neo4j
6 2 (7.69%) Sqoop
7 1 (3.85%) Cloudera CDH
7 1 (3.85%) Data Lake
7 1 (3.85%) Data Mining
7 1 (3.85%) Data Warehouse
7 1 (3.85%) Mahout
General
1 6 (23.08%) Finance
2 4 (15.38%) Banking
3 2 (7.69%) Retail
4 1 (3.85%) Front Office
4 1 (3.85%) Investment Banking
4 1 (3.85%) Telecoms
Job Titles
1 11 (42.31%) Developer
2 8 (30.77%) Hadoop Developer
3 6 (23.08%) Architect
3 6 (23.08%) Big Data Developer
3 6 (23.08%) Senior Developer
4 5 (19.23%) Senior Hadoop Developer
5 4 (15.38%) Hadoop Engineer
5 4 (15.38%) Senior Big Data Developer
6 3 (11.54%) Apache Spark Developer
6 3 (11.54%) Business Intelligence Developer
6 3 (11.54%) Data Scientist
6 3 (11.54%) Java Architect
6 3 (11.54%) Java Technical Architect
6 3 (11.54%) Machine Learning Scientist
6 3 (11.54%) Machine Learning Specialist
6 3 (11.54%) SQL BI Developer
6 3 (11.54%) SQL Developer
6 3 (11.54%) Tableau Developer
6 3 (11.54%) Technical Architect
7 2 (7.69%) Analyst
Libraries, Frameworks & Software Standards
1 3 (11.54%) Apache Camel
1 3 (11.54%) Java EE
1 3 (11.54%) Kafka
2 2 (7.69%) Ajax
2 2 (7.69%) Cascading
2 2 (7.69%) jQuery
2 2 (7.69%) OSGi
2 2 (7.69%) RESTful
3 1 (3.85%) Akka
3 1 (3.85%) Hibernate
3 1 (3.85%) J2EE
3 1 (3.85%) JDBC
3 1 (3.85%) JMS
3 1 (3.85%) JMX
3 1 (3.85%) Spring
Miscellaneous
1 5 (19.23%) Analytical Skills
2 3 (11.54%) Data Structures
3 2 (7.69%) DataPower
4 1 (3.85%) Derivative
4 1 (3.85%) Grid Computing
4 1 (3.85%) Management Information System
Operating Systems
1 2 (7.69%) Linux
1 2 (7.69%) Unix
Processes & Methodologies
1 6 (23.08%) Business Intelligence
1 6 (23.08%) E-Commerce
2 4 (15.38%) Agile Software Development
2 4 (15.38%) MapReduce
3 3 (11.54%) Dashboard Development
3 3 (11.54%) Data Modelling
3 3 (11.54%) Machine Learning
3 3 (11.54%) SOA
3 3 (11.54%) Statistical Analysis
3 3 (11.54%) TDD
4 2 (7.69%) Analytics
4 2 (7.69%) Big Data Analytics
4 2 (7.69%) Data Analytics
4 2 (7.69%) Open Source
4 2 (7.69%) UML
4 2 (7.69%) Web Application Development
5 1 (3.85%) Asset Management
5 1 (3.85%) Configuration Management
5 1 (3.85%) Data Management
5 1 (3.85%) Disaster Recovery
Programming Languages
1 14 (53.85%) Scala
2 11 (42.31%) Java
3 8 (30.77%) Python
4 6 (23.08%) SQL
5 3 (11.54%) Groovy
5 3 (11.54%) MATLAB
6 1 (3.85%) R
6 1 (3.85%) Ruby
6 1 (3.85%) Shell Script
Quality Assurance & Compliance
1 3 (11.54%) Data Quality
System Software
1 8 (30.77%) HDFS
2 3 (11.54%) Apache Flume
2 3 (11.54%) Apache ZooKeeper
3 1 (3.85%) Active Directory
Systems Management
1 2 (7.69%) Ambari
1 2 (7.69%) Oozie
2 1 (3.85%) Ganglia
2 1 (3.85%) Nagios
2 1 (3.85%) Puppet
Vendors
1 4 (15.38%) Cloudera
1 4 (15.38%) Hortonworks
1 4 (15.38%) Splunk
1 4 (15.38%) Teradata
2 3 (11.54%) Tableau
3 1 (3.85%) GigaSpaces
3 1 (3.85%) Greenplum
3 1 (3.85%) IBM
3 1 (3.85%) MapR
3 1 (3.85%) Netezza
3 1 (3.85%) Terracotta
3 1 (3.85%) Vertica