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 26 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
26 Jun 2016
Same period 2015 Same period 2014
Apache Pig
Rank 156 194 190
Rank change year-on-year
+38 -4
Contract jobs citing Apache Pig 7 11 17
As % of all contract IT jobs located in the City of London 0.21% 0.19% 0.28%
As % of the Application Platforms category 1.28% 1.12% 1.73%
Number of daily rates quoted 6 9 15
Median daily rate £525 £600 £500
Median daily rate % change year-on-year
-12.50% +20.00%
90% offered a daily rate of more than £450 £525 £405
10% offered a daily rate of more than £800 £620 £630
UK excluding London median daily rate £500 £450 £520
% change year-on-year
+11.11% -13.46%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - - -
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
547 978 982
As % of all contract IT jobs located in the City of London 16.46% 16.84% 16.44%
Number of daily rates quoted 424 739 682
Median daily rate £438 £408 £388
Median daily rate % change year-on-year
+7.36% +5.16%
90% offered a daily rate of more than £300 £265 £225
10% offered a daily rate of more than £600 £550 £550
UK excluding London median daily rate £390 £350 £350
% change year-on-year
+11.42% -
Number of hourly rates quoted 10 23 13
Median hourly rate £17.50 £17.00 £19.00
Median hourly rate % change year-on-year
+2.94% -10.52%
90% offered a hourly rate of more than £12.50 £11.00 £12.30
10% offered a hourly rate of more than £22.00 £36.10 £62.98
UK excluding London median hourly rate £25.00 £21.00 £17.00
% change year-on-year
+19.04% +23.52%

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 26 June 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 26 June 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 30 (96.77%) Apache Hive
2 28 (90.32%) Hadoop
3 24 (77.42%) Big Data
4 15 (48.39%) Scala
5 13 (41.94%) Java
6 12 (38.71%) Apache Spark
7 10 (32.26%) Business Intelligence
7 10 (32.26%) Finance
8 9 (29.03%) HDFS
8 9 (29.03%) Python
9 8 (25.81%) Hortonworks
10 7 (22.58%) NoSQL
10 7 (22.58%) Data Structures
11 6 (19.35%) SQL
11 6 (19.35%) E-Commerce
11 6 (19.35%) HBase
12 5 (16.13%) Agile Software Development
12 5 (16.13%) Analytical Skills
13 4 (12.90%) Banking
13 4 (12.90%) Teradata
13 4 (12.90%) Data Modelling
13 4 (12.90%) Cloudera
13 4 (12.90%) Splunk
13 4 (12.90%) MapReduce
13 4 (12.90%) Tableau
13 4 (12.90%) Microsoft Azure
14 3 (9.68%) MongoDB
14 3 (9.68%) Groovy
14 3 (9.68%) Java EE
14 3 (9.68%) Kafka

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 12 (38.71%) Apache Spark
2 1 (3.23%) GemFire
2 1 (3.23%) OpenStack
2 1 (3.23%) Oracle Coherence
Cloud Services
1 4 (12.90%) Microsoft Azure
Communications & Networking
1 1 (3.23%) Internet
1 1 (3.23%) Kerberos
1 1 (3.23%) SAN
Database & Business Intelligence
1 30 (96.77%) Apache Hive
2 28 (90.32%) Hadoop
3 24 (77.42%) Big Data
4 7 (22.58%) NoSQL
5 6 (19.35%) HBase
6 3 (9.68%) Impala
6 3 (9.68%) MongoDB
6 3 (9.68%) Relational Database
6 3 (9.68%) SQL Server
7 2 (6.45%) Amazon DynamoDB
7 2 (6.45%) Apache Cassandra
7 2 (6.45%) Data Warehouse
7 2 (6.45%) Neo4j
7 2 (6.45%) Sqoop
8 1 (3.23%) Cloudera CDH
8 1 (3.23%) Data Mining
8 1 (3.23%) Mahout
General
1 10 (32.26%) Finance
2 4 (12.90%) Banking
3 2 (6.45%) Retail
4 1 (3.23%) Front Office
4 1 (3.23%) Investment Banking
4 1 (3.23%) Telecoms
Job Titles
1 14 (45.16%) Developer
2 10 (32.26%) Hadoop Developer
3 7 (22.58%) Senior Developer
4 6 (19.35%) Architect
4 6 (19.35%) Big Data Developer
5 5 (16.13%) Hadoop Engineer
5 5 (16.13%) Senior Hadoop Developer
6 4 (12.90%) Business Intelligence Developer
6 4 (12.90%) Senior Big Data Developer
7 3 (9.68%) Apache Spark Developer
7 3 (9.68%) Data Scientist
7 3 (9.68%) Java Architect
7 3 (9.68%) Java Technical Architect
7 3 (9.68%) Machine Learning Scientist
7 3 (9.68%) Machine Learning Specialist
7 3 (9.68%) SQL BI Developer
7 3 (9.68%) SQL Developer
7 3 (9.68%) Tableau Developer
7 3 (9.68%) Technical Architect
8 2 (6.45%) Data Engineer
Libraries, Frameworks & Software Standards
1 3 (9.68%) Apache Camel
1 3 (9.68%) Java EE
1 3 (9.68%) Kafka
2 2 (6.45%) Ajax
2 2 (6.45%) Cascading
2 2 (6.45%) jQuery
2 2 (6.45%) OSGi
2 2 (6.45%) RESTful
3 1 (3.23%) .NET
3 1 (3.23%) Akka
3 1 (3.23%) Hibernate
3 1 (3.23%) HTML
3 1 (3.23%) J2EE
3 1 (3.23%) JDBC
3 1 (3.23%) JMS
3 1 (3.23%) JMX
3 1 (3.23%) Spring
3 1 (3.23%) XML
Miscellaneous
1 7 (22.58%) Data Structures
2 5 (16.13%) Analytical Skills
3 2 (6.45%) DataPower
4 1 (3.23%) Derivative
4 1 (3.23%) Fintech
4 1 (3.23%) Grid Computing
4 1 (3.23%) Management Information System
4 1 (3.23%) Mathematics
4 1 (3.23%) Visualisation
Operating Systems
1 3 (9.68%) Linux
2 2 (6.45%) Unix
Processes & Methodologies
1 10 (32.26%) Business Intelligence
2 6 (19.35%) E-Commerce
3 5 (16.13%) Agile Software Development
4 4 (12.90%) Data Modelling
4 4 (12.90%) MapReduce
5 3 (9.68%) Analytics
5 3 (9.68%) Dashboard Development
5 3 (9.68%) Machine Learning
5 3 (9.68%) SOA
5 3 (9.68%) Statistical Analysis
5 3 (9.68%) TDD
6 2 (6.45%) Big Data Analytics
6 2 (6.45%) Data Analytics
6 2 (6.45%) DevOps
6 2 (6.45%) Open Source
6 2 (6.45%) UML
6 2 (6.45%) Web Application Development
7 1 (3.23%) Continuous Delivery
7 1 (3.23%) Data Governance
7 1 (3.23%) Data Visualisation
Programming Languages
1 15 (48.39%) Scala
2 13 (41.94%) Java
3 9 (29.03%) Python
4 6 (19.35%) SQL
5 3 (9.68%) Groovy
5 3 (9.68%) MATLAB
6 2 (6.45%) R
7 1 (3.23%) Ruby
7 1 (3.23%) Shell Script
7 1 (3.23%) VB.NET
Qualifications
1 1 (3.23%) Degree
Quality Assurance & Compliance
1 3 (9.68%) Data Quality
System Software
1 9 (29.03%) HDFS
2 3 (9.68%) Apache Flume
2 3 (9.68%) Apache ZooKeeper
3 1 (3.23%) Active Directory
3 1 (3.23%) Docker
Systems Management
1 3 (9.68%) Ambari
2 2 (6.45%) Oozie
2 2 (6.45%) Puppet
3 1 (3.23%) Ansible
3 1 (3.23%) Ganglia
3 1 (3.23%) Kubernetes
3 1 (3.23%) Mesos
3 1 (3.23%) Nagios
Vendors
1 8 (25.81%) Hortonworks
2 4 (12.90%) Cloudera
2 4 (12.90%) Splunk
2 4 (12.90%) Tableau
2 4 (12.90%) Teradata
3 1 (3.23%) GigaSpaces
3 1 (3.23%) Greenplum
3 1 (3.23%) IBM
3 1 (3.23%) MapR
3 1 (3.23%) Netezza
3 1 (3.23%) Terracotta
3 1 (3.23%) Vertica