The following table provides summary statistics for contract job vacancies advertised in the City of London with a requirement for Apache Pig skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Apache Pig over the 3 months to 25 March 2017 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

3 months to
25 Mar 2017
Same period 2016 Same period 2015
Apache Pig
London / City of London
Rank 143 135 189
Rank change year-on-year -8 +54  
Contract jobs citing Apache Pig 12 24 6
As % of all contract IT jobs advertised in the City of London 0.40% 0.72% 0.12%
As % of the Application Platforms category 2.09% 4.36% 0.72%
Number of daily rates quoted 9 23 6
Median daily rate £575 £550 £476
Median daily rate % change year-on-year +4.54% +15.48%  
90% offered a daily rate of more than £480 £405 £426
10% offered a daily rate of more than £660 £600 £738
UK excluding London median daily rate £475 £450 £438
% change year-on-year +5.55% +2.85%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - - -

Apache Pig is in the application platform skills category. The next table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in the City of London with a requirement for application platform skills.

Contract Application Platform Skills
City of London
Contract job vacancies with a requirement for application platform skills 574 550 831
As % of all contract IT job vacancies advertised in the City of London 18.94% 16.54% 16.41%
Number of daily rates quoted 447 409 612
Median daily rate £475 £438 £420
Median daily rate % change year-on-year +8.57% +4.16%  
90% offered a daily rate of more than £320 £313 £260
10% offered a daily rate of more than £625 £600 £575
UK excluding London median daily rate £400 £388 £375
% change year-on-year +3.22% +3.33%  
Number of hourly rates quoted 2 8 22
Median hourly rate £28.67 £26.00 £22.00
Median hourly rate % change year-on-year +10.25% +18.18%  
90% offered a hourly rate of more than £22.34 £17.80 £14.61
10% offered a hourly rate of more than £35.00 £55.00 £25.00
UK excluding London median hourly rate £17.00 £18.00 £16.07
% change year-on-year -5.55% +12.00%  

Apache Pig
Job Vacancy Trend in the City of London

The job posting trend of jobs advertised in the City of London citing Apache Pig as a proportion of all contract or permanent IT jobs with a match in the Application Platforms category.

Job vacancy trend for Apache Pig in the City of London

Apache Pig
Contractor Daily Rate Trend in the City of London

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

Contractor daily rate trend for Apache Pig in the City of London

Apache Pig
Contractor Daily Rate Histogram in the City of London

The daily rate distribution of IT jobs citing Apache Pig in the City of London over the 3 months to 25 March 2017.

Contractor daily rate histogram for Apache Pig in the City of London

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

For the 6 months to 25 March 2017, 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 (85.71%) Apache Hive
2 29 (82.86%) Hadoop
3 25 (71.43%) Big Data
4 22 (62.86%) Apache Spark
5 21 (60.00%) Java
6 18 (51.43%) Python
7 17 (48.57%) Scala
8 15 (42.86%) Apache Cassandra
9 14 (40.00%) Analytics
10 13 (37.14%) HBase
10 13 (37.14%) SQL
10 13 (37.14%) Banking
11 12 (34.29%) Agile Software Development
11 12 (34.29%) Finance
11 12 (34.29%) MapReduce
12 11 (31.43%) NoSQL
12 11 (31.43%) Algorithms
13 10 (28.57%) Data Lake
13 10 (28.57%) Front Office
13 10 (28.57%) ETL
14 9 (25.71%) Tableau
14 9 (25.71%) R
14 9 (25.71%) Mathematics
14 9 (25.71%) Statistics
14 9 (25.71%) Relational Database
15 8 (22.86%) Kafka
15 8 (22.86%) MongoDB
15 8 (22.86%) Data Warehouse
16 7 (20.00%) Data Modelling
16 7 (20.00%) RDBMS

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 22 (62.86%) Apache Spark
2 6 (17.14%) Apache
3 2 (5.71%) Apache Solr
3 2 (5.71%) SAS
Applications
1 3 (8.57%) SPSS
2 1 (2.86%) Weka
Cloud Services
1 7 (20.00%) Amazon AWS
2 3 (8.57%) Microsoft Azure
3 2 (5.71%) Cloud Computing
4 1 (2.86%) Amazon EC2
4 1 (2.86%) Amazon S3
4 1 (2.86%) Amazon SQS
4 1 (2.86%) AWS Data Pipeline
Communications & Networking
1 1 (2.86%) Kerberos
1 1 (2.86%) LDAP
Database & Business Intelligence
1 30 (85.71%) Apache Hive
2 29 (82.86%) Hadoop
3 25 (71.43%) Big Data
4 15 (42.86%) Apache Cassandra
5 13 (37.14%) HBase
6 11 (31.43%) NoSQL
7 10 (28.57%) Data Lake
8 9 (25.71%) Relational Database
9 8 (22.86%) Data Warehouse
9 8 (22.86%) MongoDB
10 7 (20.00%) RDBMS
11 5 (14.29%) Flink
11 5 (14.29%) Impala
11 5 (14.29%) PostgreSQL
11 5 (14.29%) Sqoop
12 3 (8.57%) Neo4j
13 2 (5.71%) BusinessObjects
13 2 (5.71%) Data Mining
13 2 (5.71%) SQL Server
14 1 (2.86%) QlikView
Development Applications
1 4 (11.43%) JUnit
2 3 (8.57%) Mockito
3 2 (5.71%) Git (software)
3 2 (5.71%) Jenkins
3 2 (5.71%) Maven
3 2 (5.71%) Talend Open Studio
4 1 (2.86%) EasyMock
4 1 (2.86%) Eclipse
4 1 (2.86%) IntelliJ
4 1 (2.86%) Subversion
4 1 (2.86%) Team Foundation Server
4 1 (2.86%) TeamCity
General
1 13 (37.14%) Banking
2 12 (34.29%) Finance
3 10 (28.57%) Front Office
4 6 (17.14%) Investment Banking
5 2 (5.71%) Marketing
5 2 (5.71%) Retail
6 1 (2.86%) Advertising
6 1 (2.86%) Games
Job Titles
1 11 (31.43%) Developer
2 8 (22.86%) Big Data Engineer
2 8 (22.86%) Java Developer
3 6 (17.14%) Data Scientist
3 6 (17.14%) Senior Developer
4 5 (14.29%) Analyst
4 5 (14.29%) Data Engineer
4 5 (14.29%) Market Risk Developer
4 5 (14.29%) Market Risk Java Developer
4 5 (14.29%) Senior Java Developer
4 5 (14.29%) Senior Market Risk Java Developer
5 3 (8.57%) DevOps Engineer
5 3 (8.57%) Scala Developer
5 3 (8.57%) Technical Analyst
6 2 (5.71%) Big Data Developer
6 2 (5.71%) Development Engineer
6 2 (5.71%) Hadoop Developer
6 2 (5.71%) Hadoop Engineer
6 2 (5.71%) Java Engineer
6 2 (5.71%) Technical Leader
Libraries, Frameworks & Software Standards
1 8 (22.86%) Kafka
2 6 (17.14%) Akka
3 3 (8.57%) Web Services
4 2 (5.71%) AngularJS
4 2 (5.71%) Cascading
4 2 (5.71%) Drools
4 2 (5.71%) NumPy
4 2 (5.71%) Spring
5 1 (2.86%) D3.js
5 1 (2.86%) Middleware
5 1 (2.86%) REST
5 1 (2.86%) scikit-learn
5 1 (2.86%) SPNEGO
5 1 (2.86%) TensorFlow
Miscellaneous
1 11 (31.43%) Algorithms
2 6 (17.14%) Derivative
2 6 (17.14%) Equities
2 6 (17.14%) Foreign Exchange (FX)
3 5 (14.29%) Market Risk
4 3 (8.57%) Analytical Skills
4 3 (8.57%) Computer Science
5 2 (5.71%) Credit Risk
6 1 (2.86%) Clustering
6 1 (2.86%) Data Structures
6 1 (2.86%) Fintech
6 1 (2.86%) Fixed Income
6 1 (2.86%) Public Cloud
Operating Systems
1 6 (17.14%) Linux
2 4 (11.43%) Unix
3 1 (2.86%) Windows
Processes & Methodologies
1 14 (40.00%) Analytics
2 12 (34.29%) Agile Software Development
2 12 (34.29%) MapReduce
3 10 (28.57%) ETL
4 9 (25.71%) Mathematics
4 9 (25.71%) Statistics
5 7 (20.00%) Data Modelling
5 7 (20.00%) Visualisation
6 6 (17.14%) Data Visualisation
6 6 (17.14%) Open Source
6 6 (17.14%) Risk Management
7 5 (14.29%) Concurrent Programming
7 5 (14.29%) DevOps
7 5 (14.29%) Machine Learning
7 5 (14.29%) Multithreading
7 5 (14.29%) Scrum
8 4 (11.43%) Configuration Management
8 4 (11.43%) Data Engineering
9 3 (8.57%) E-Commerce
10 2 (5.71%) Benchmarking
Programming Languages
1 21 (60.00%) Java
2 18 (51.43%) Python
3 17 (48.57%) Scala
4 13 (37.14%) SQL
5 9 (25.71%) R
6 5 (14.29%) Haskell
7 4 (11.43%) MATLAB
8 3 (8.57%) Bash Shell
8 3 (8.57%) Ruby
9 2 (5.71%) Perl
10 1 (2.86%) C#
10 1 (2.86%) HiveQL
10 1 (2.86%) Pig Latin
Qualifications
1 6 (17.14%) Degree
2 4 (11.43%) PhD
Quality Assurance & Compliance
1 7 (20.00%) Data Quality
2 2 (5.71%) QA
System Software
1 7 (20.00%) HDFS
2 3 (8.57%) Docker
3 2 (5.71%) Apache Flume
4 1 (2.86%) Apache ZooKeeper
Systems Management
1 7 (20.00%) Hadoop YARN
2 5 (14.29%) Oozie
3 4 (11.43%) Ansible
3 4 (11.43%) Puppet
4 3 (8.57%) Opscode Chef
4 3 (8.57%) Terraform
5 2 (5.71%) Kubernetes
5 2 (5.71%) Mesos
5 2 (5.71%) Tivoli
Vendors
1 9 (25.71%) Tableau
2 7 (20.00%) Hortonworks
3 4 (11.43%) Microsoft
3 4 (11.43%) Teradata
4 2 (5.71%) MapR
4 2 (5.71%) Oracle
4 2 (5.71%) SAP
4 2 (5.71%) Talend
5 1 (2.86%) Cloudera
City, London
Talent International
Rate: £350 - £500 per day
Posted: 5 days ago