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 3 December 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
3 Dec 2016
Same period 2015 Same period 2014
Apache Pig
Rank 142 153 202
Rank change year-on-year
+11 +49
Contract jobs citing Apache Pig 19 6 7
As % of all contract IT jobs located in the City of London 0.60% 0.17% 0.12%
As % of the Application Platforms category 3.42% 1.12% 0.75%
Number of daily rates quoted 14 6 7
Median daily rate £588 £650 £475
Median daily rate % change year-on-year
-9.61% +36.84%
90% offered a daily rate of more than £465 £563 £380
10% offered a daily rate of more than £650 £763 £520
UK excluding London median daily rate £525 £550 £550
% change year-on-year
-4.54% -
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
555 536 934
As % of all contract IT jobs located in the City of London 17.46% 15.46% 15.87%
Number of daily rates quoted 443 403 677
Median daily rate £475 £425 £375
Median daily rate % change year-on-year
+11.76% +13.33%
90% offered a daily rate of more than £350 £222 £222
10% offered a daily rate of more than £650 £620 £525
UK excluding London median daily rate £400 £390 £375
% change year-on-year
+2.56% +4.00%
Number of hourly rates quoted 9 5 20
Median hourly rate £19.00 £19.50 £15.00
Median hourly rate % change year-on-year
-2.56% +30.00%
90% offered a hourly rate of more than £13.00 £18.30 £13.38
10% offered a hourly rate of more than £115.50 £30.30 £20.00
UK excluding London median hourly rate £20.90 £17.50 £19.50
% change year-on-year
+19.40% -10.25%

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 3 December 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 3 December 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 23 (92.00%) Hadoop
2 22 (88.00%) Apache Hive
3 19 (76.00%) Big Data
3 19 (76.00%) Apache Spark
4 15 (60.00%) Java
5 14 (56.00%) Python
6 12 (48.00%) Scala
7 11 (44.00%) HBase
8 10 (40.00%) Apache Cassandra
8 10 (40.00%) MapReduce
9 9 (36.00%) Analytics
9 9 (36.00%) Finance
9 9 (36.00%) Algorithms
9 9 (36.00%) Data Lake
10 8 (32.00%) Agile Software Development
10 8 (32.00%) Banking
10 8 (32.00%) SQL
10 8 (32.00%) ETL
10 8 (32.00%) Kafka
10 8 (32.00%) Tableau
10 8 (32.00%) NoSQL
11 7 (28.00%) MongoDB
11 7 (28.00%) Open Source
11 7 (28.00%) Mathematics
11 7 (28.00%) Relational Database
12 6 (24.00%) R
12 6 (24.00%) Hortonworks
12 6 (24.00%) Apache
12 6 (24.00%) Front Office
13 5 (20.00%) PostgreSQL

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 19 (76.00%) Apache Spark
2 6 (24.00%) Apache
3 2 (8.00%) Apache Solr
4 1 (4.00%) Elasticsearch
4 1 (4.00%) GemFire
4 1 (4.00%) Oracle Coherence
4 1 (4.00%) SAS
Applications
1 2 (8.00%) SPSS
Cloud Services
1 4 (16.00%) Amazon AWS
2 2 (8.00%) Microsoft Azure
3 1 (4.00%) Cloud Computing
Communications & Networking
1 1 (4.00%) Internet
1 1 (4.00%) Kerberos
1 1 (4.00%) LDAP
Database & Business Intelligence
1 23 (92.00%) Hadoop
2 22 (88.00%) Apache Hive
3 19 (76.00%) Big Data
4 11 (44.00%) HBase
5 10 (40.00%) Apache Cassandra
6 9 (36.00%) Data Lake
7 8 (32.00%) NoSQL
8 7 (28.00%) MongoDB
8 7 (28.00%) Relational Database
9 5 (20.00%) Data Warehouse
9 5 (20.00%) Flink
9 5 (20.00%) PostgreSQL
9 5 (20.00%) RDBMS
10 3 (12.00%) Neo4j
10 3 (12.00%) Sqoop
11 2 (8.00%) Impala
11 2 (8.00%) QlikView
11 2 (8.00%) SQL Server
12 1 (4.00%) Cloudera CDH
12 1 (4.00%) Data Mining
Development Applications
1 2 (8.00%) JUnit
1 2 (8.00%) Maven
1 2 (8.00%) Mockito
1 2 (8.00%) Talend Open Studio
2 1 (4.00%) Git (software)
2 1 (4.00%) Jenkins
General
1 9 (36.00%) Finance
2 8 (32.00%) Banking
3 6 (24.00%) Front Office
4 3 (12.00%) Investment Banking
5 2 (8.00%) Marketing
5 2 (8.00%) Retail
6 1 (4.00%) Advertising
6 1 (4.00%) Telecoms
Job Titles
1 8 (32.00%) Developer
2 5 (20.00%) Data Scientist
2 5 (20.00%) Java Developer
3 4 (16.00%) Architect
3 4 (16.00%) Big Data Developer
4 3 (12.00%) Analyst
4 3 (12.00%) Big Data Engineer
4 3 (12.00%) Data Engineer
4 3 (12.00%) Market Risk Developer
4 3 (12.00%) Market Risk Java Developer
4 3 (12.00%) Senior Developer
4 3 (12.00%) Senior Java Developer
4 3 (12.00%) Senior Market Risk Java Developer
4 3 (12.00%) Technical Analyst
5 2 (8.00%) Data Architect
5 2 (8.00%) Hadoop Architect
5 2 (8.00%) Hadoop Developer
5 2 (8.00%) Java Engineer
5 2 (8.00%) Java Hadoop Developer
6 1 (4.00%) DevOps Engineer
Libraries, Frameworks & Software Standards
1 8 (32.00%) Kafka
2 5 (20.00%) Akka
3 3 (12.00%) Spring
4 2 (8.00%) AngularJS
4 2 (8.00%) Cascading
4 2 (8.00%) Drools
4 2 (8.00%) Web Services
5 1 (4.00%) D3.js
5 1 (4.00%) Hibernate
5 1 (4.00%) J2EE
5 1 (4.00%) JDBC
5 1 (4.00%) JMS
5 1 (4.00%) JMX
5 1 (4.00%) Matplotlib
5 1 (4.00%) MLlib
5 1 (4.00%) NumPy
5 1 (4.00%) Pandas
5 1 (4.00%) scikit-learn
5 1 (4.00%) SPNEGO
5 1 (4.00%) TensorFlow
Miscellaneous
1 9 (36.00%) Algorithms
2 7 (28.00%) Mathematics
3 5 (20.00%) Visualisation
4 4 (16.00%) Statistics
5 3 (12.00%) Derivative
5 3 (12.00%) Equities
5 3 (12.00%) Foreign Exchange (FX)
5 3 (12.00%) Market Risk
6 1 (4.00%) Artificial Intelligence
6 1 (4.00%) Clustering
6 1 (4.00%) Computer Science
6 1 (4.00%) Management Information System
6 1 (4.00%) Public Cloud
Operating Systems
1 3 (12.00%) Linux
2 1 (4.00%) Unix
2 1 (4.00%) Windows
Processes & Methodologies
1 10 (40.00%) MapReduce
2 9 (36.00%) Analytics
3 8 (32.00%) Agile Software Development
3 8 (32.00%) ETL
4 7 (28.00%) Open Source
5 5 (20.00%) E-Commerce
6 4 (16.00%) Data Modelling
6 4 (16.00%) Data Visualisation
7 3 (12.00%) Concurrent Programming
7 3 (12.00%) Configuration Management
7 3 (12.00%) Multithreading
7 3 (12.00%) Risk Management
7 3 (12.00%) Scrum
8 2 (8.00%) Business Intelligence
8 2 (8.00%) Data Engineering
8 2 (8.00%) DevOps
8 2 (8.00%) Search Engine Marketing
8 2 (8.00%) TDD
8 2 (8.00%) Technical Architecture
8 2 (8.00%) Unit Testing
Programming Languages
1 15 (60.00%) Java
2 14 (56.00%) Python
3 12 (48.00%) Scala
4 8 (32.00%) SQL
5 6 (24.00%) R
6 3 (12.00%) Haskell
6 3 (12.00%) MATLAB
7 1 (4.00%) Bash Shell
7 1 (4.00%) Perl
7 1 (4.00%) PHP
7 1 (4.00%) Ruby
Qualifications
1 4 (16.00%) Degree
2 3 (12.00%) PhD
Quality Assurance & Compliance
1 3 (12.00%) Data Quality
2 1 (4.00%) QA
System Software
1 5 (20.00%) HDFS
2 1 (4.00%) Apache Flume
2 1 (4.00%) Docker
Systems Management
1 5 (20.00%) Hadoop YARN
2 4 (16.00%) Oozie
3 2 (8.00%) Ansible
3 2 (8.00%) Opscode Chef
4 1 (4.00%) Puppet
Vendors
1 8 (32.00%) Tableau
2 6 (24.00%) Hortonworks
3 3 (12.00%) Microsoft
3 3 (12.00%) Teradata
4 2 (8.00%) Cloudera
4 2 (8.00%) Talend
5 1 (4.00%) GigaSpaces
5 1 (4.00%) Greenplum
5 1 (4.00%) IBM
5 1 (4.00%) MapR
5 1 (4.00%) Netezza
5 1 (4.00%) Terracotta
5 1 (4.00%) Vertica
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