The table below looks at the statistics for Apache Pig skills in IT contracts advertised for the England region. Included is a guide to the contractor rates offered in IT contracts that have cited Apache Pig over the 3 months to 4 May 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
4 May 2016
Same period 2015 Same period 2014
Apache Pig
Rank 500 537 539
Rank change year-on-year
+37 +2
Contract jobs citing Apache Pig 131 73 49
As % of all contract IT jobs located in England 0.26% 0.14% 0.099%
As % of the Application Platforms category 1.36% 0.78% 0.56%
Number of daily rates quoted 102 54 32
Median daily rate £500 £550 £519
Median daily rate % change year-on-year
-9.09% +6.02%
90% offered a daily rate of more than £400 £450 £425
10% offered a daily rate of more than £648 £750 £600
UK excluding London median daily rate £450 £450 £475
% change year-on-year
- -5.26%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - - -
Apache Pig
UK

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

Application Platforms Category
England
Contract IT job ads with a match in the
Application Platforms category
9623 9403 8709
As % of all contract IT jobs located in England 18.88% 18.55% 17.53%
Number of daily rates quoted 6413 5831 5423
Median daily rate £425 £388 £375
Median daily rate % change year-on-year
+9.67% +3.33%
90% offered a daily rate of more than £270 £245 £225
10% offered a daily rate of more than £575 £545 £500
UK excluding London median daily rate £388 £375 £350
% change year-on-year
+3.33% +7.14%
Number of hourly rates quoted 189 352 313
Median hourly rate £17.00 £20.00 £18.00
Median hourly rate % change year-on-year
-15.00% +11.11%
90% offered a hourly rate of more than £9.00 £12.00 £12.00
10% offered a hourly rate of more than £44.15 £40.12 £45.00
UK excluding London median hourly rate £17.00 £20.19 £17.50
% change year-on-year
-15.77% +15.34%

Apache Pig
Jobs Demand Trend in England

The demand trend of contract jobs across the England 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 England

Apache Pig
Daily Rate Trend in England

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

Apache Pig Daily Rate Trend in England

Apache Pig
Daily Rate Histogram in England

This chart provides a histogram of daily rates quoted in contract IT jobs citing Apache Pig across the England region over the 3 months to 4 May 2016.

Apache Pig Daily Rate Histogram in England

Apache Pig
Hourly Rate Trend in England

This chart provides the 3-month moving average for hourly rates quoted in IT contractor jobs citing Apache Pig across the England region.

Apache Pig Hourly Rate Trend in England

Apache Pig
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Apache Pig within the England region over the 3 months to 4 May 2016. 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
(Click see detailed
statistics and trends)
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
London +52 106 £505 -15.83% 21
West Midlands - 10 £500 - 2
East of England +5 6 - -
South East -12 6 £369 -38.54% 3
South West - 2 £445 -
Apache Pig
UK

Apache Pig
Top 30 Related IT Skills in England

For the 6 months to 4 May 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 England region with a requirement for Apache Pig.

1 199 (95.67%) Apache Hive
2 191 (91.83%) Hadoop
3 172 (82.69%) Big Data
4 110 (52.88%) Java
5 93 (44.71%) Apache Spark
6 79 (37.98%) SQL
7 71 (34.13%) Python
7 71 (34.13%) HBase
8 66 (31.73%) Business Intelligence
9 65 (31.25%) Scala
10 64 (30.77%) MapReduce
11 62 (29.81%) HDFS
12 59 (28.37%) Apache Flume
13 51 (24.52%) Agile Software Development
14 50 (24.04%) Analytics
15 44 (21.15%) R
16 43 (20.67%) NoSQL
17 39 (18.75%) Data Modelling
18 34 (16.35%) Finance
18 34 (16.35%) ETL
18 34 (16.35%) Sqoop
19 32 (15.38%) E-Commerce
20 31 (14.90%) Shell Script
21 30 (14.42%) Oracle
21 30 (14.42%) MongoDB
21 30 (14.42%) Apache Cassandra
21 30 (14.42%) Kafka
22 28 (13.46%) Hortonworks
22 28 (13.46%) Cloudera
22 28 (13.46%) Data Analytics

Apache Pig
Top Related IT Skills in England 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 93 (44.71%) Apache Spark
2 22 (10.58%) SAS
3 11 (5.29%) Apache
4 9 (4.33%) Elasticsearch
5 5 (2.40%) Apache Solr
5 5 (2.40%) Node.js
6 3 (1.44%) Confluence
7 2 (0.96%) DNN
8 1 (0.48%) IPython
8 1 (0.48%) OpenStack
Applications
1 17 (8.17%) SPSS
2 11 (5.29%) Stata
3 3 (1.44%) MS Excel
4 1 (0.48%) MS Visio
Cloud Services
1 18 (8.65%) Amazon AWS
2 16 (7.69%) Microsoft Azure
3 11 (5.29%) Amazon EMR
4 4 (1.92%) Amazon EC2
4 4 (1.92%) Amazon S3
5 2 (0.96%) Google Cloud Platform
5 2 (0.96%) Google Compute Engine
5 2 (0.96%) Heroku
5 2 (0.96%) IaaS
5 2 (0.96%) SaaS
5 2 (0.96%) SoftLayer
6 1 (0.48%) Amazon Kinesis
6 1 (0.48%) Cloud Computing
6 1 (0.48%) GitHub
Communications & Networking
1 5 (2.40%) Kerberos
2 2 (0.96%) Internet
2 2 (0.96%) SAN
3 1 (0.48%) Wi-Fi
Database & Business Intelligence
1 199 (95.67%) Apache Hive
2 191 (91.83%) Hadoop
3 172 (82.69%) Big Data
4 71 (34.13%) HBase
5 43 (20.67%) NoSQL
6 34 (16.35%) Sqoop
7 30 (14.42%) Apache Cassandra
7 30 (14.42%) MongoDB
8 26 (12.50%) Data Mining
9 20 (9.62%) Relational Database
9 20 (9.62%) SQL Server
10 15 (7.21%) MySQL
11 14 (6.73%) Impala
12 13 (6.25%) CouchDB
12 13 (6.25%) QlikView
12 13 (6.25%) SQL Server Integration Services
13 12 (5.77%) SQL Server Analysis Services
14 11 (5.29%) Data Warehouse
15 8 (3.85%) Mahout
16 7 (3.37%) Neo4j
Development Applications
1 9 (4.33%) Jenkins
2 8 (3.85%) JIRA
3 5 (2.40%) Git (software)
3 5 (2.40%) Subversion
4 4 (1.92%) Bugzilla
4 4 (1.92%) Hudson
4 4 (1.92%) Talend Open Studio
5 2 (0.96%) Atlassian Bamboo
5 2 (0.96%) Bitbucket
5 2 (0.96%) Cucumber
5 2 (0.96%) Jasmine
5 2 (0.96%) JUnit
5 2 (0.96%) Karma Test Runner
5 2 (0.96%) PyUnit
5 2 (0.96%) Redmine
5 2 (0.96%) RSpec
5 2 (0.96%) Selenium
5 2 (0.96%) Vagrant
5 2 (0.96%) Yeoman
General
1 34 (16.35%) Finance
2 12 (5.77%) Banking
3 10 (4.81%) Retail
4 4 (1.92%) Retail Banking
5 3 (1.44%) Games
6 2 (0.96%) Billing
6 2 (0.96%) Publishing
6 2 (0.96%) Telecoms
7 1 (0.48%) Advertising
7 1 (0.48%) German Language
7 1 (0.48%) Investment Banking
Job Titles
1 87 (41.83%) Developer
2 53 (25.48%) Hadoop Developer
3 51 (24.52%) Big Data Developer
4 36 (17.31%) Architect
5 28 (13.46%) Data Engineer
6 27 (12.98%) Big Data Engineer
7 22 (10.58%) Business Intelligence Developer
7 22 (10.58%) Data Architect
7 22 (10.58%) Hadoop Architect
8 19 (9.13%) Big Data Architect
8 19 (9.13%) Data Scientist
9 16 (7.69%) Hadoop Engineer
10 13 (6.25%) Consultant
10 13 (6.25%) Senior Developer
11 12 (5.77%) Senior Hadoop Developer
12 11 (5.29%) Analyst
12 11 (5.29%) SQL BI Developer
12 11 (5.29%) SQL Developer
13 10 (4.81%) Business Intelligence Analyst
14 9 (4.33%) Analyst Developer
Libraries, Frameworks & Software Standards
1 30 (14.42%) Kafka
2 21 (10.10%) HTML
3 15 (7.21%) CSS
4 11 (5.29%) Ruby on Rails
5 9 (4.33%) XML
6 7 (3.37%) JSON
6 7 (3.37%) RESTful
6 7 (3.37%) Spark Streaming
6 7 (3.37%) Web Services
7 5 (2.40%) Apache Camel
7 5 (2.40%) Pandas
7 5 (2.40%) scikit-learn
7 5 (2.40%) SciPy
7 5 (2.40%) SOAP
8 4 (1.92%) Cascading
8 4 (1.92%) Hibernate
8 4 (1.92%) JDBC
8 4 (1.92%) ODBC
8 4 (1.92%) Spring
8 4 (1.92%) Struts
Miscellaneous
1 16 (7.69%) Analytical Skills
2 14 (6.73%) Computer Science
3 12 (5.77%) Visualisation
4 11 (5.29%) Data Structures
4 11 (5.29%) Performance Metrics
5 10 (4.81%) Mathematics
6 8 (3.85%) Algorithms
7 7 (3.37%) Fintech
7 7 (3.37%) Statistics
8 4 (1.92%) Data Centre
8 4 (1.92%) iSeries
9 3 (1.44%) Applied Mathematics
9 3 (1.44%) Artificial Intelligence
10 2 (0.96%) CUDA
10 2 (0.96%) Grid Computing
10 2 (0.96%) Neural Network
10 2 (0.96%) Replication
10 2 (0.96%) Smart Energy
10 2 (0.96%) Wiki
11 1 (0.48%) Clustering
Operating Systems
1 27 (12.98%) Unix
2 23 (11.06%) Linux
3 7 (3.37%) Windows
4 2 (0.96%) Red Hat Enterprise Linux
5 1 (0.48%) CentOS
5 1 (0.48%) Windows 10
5 1 (0.48%) Windows Mobile
Processes & Methodologies
1 66 (31.73%) Business Intelligence
2 64 (30.77%) MapReduce
3 51 (24.52%) Agile Software Development
4 50 (24.04%) Analytics
5 39 (18.75%) Data Modelling
6 34 (16.35%) ETL
7 32 (15.38%) E-Commerce
8 28 (13.46%) Data Analytics
9 26 (12.50%) Machine Learning
10 20 (9.62%) Data Analysis
11 16 (7.69%) Big Data Analytics
11 16 (7.69%) Open Source
12 14 (6.73%) Statistical Analysis
13 13 (6.25%) Functional Programming
14 12 (5.77%) DevOps
14 12 (5.77%) Web Application Development
15 9 (4.33%) Data Visualisation
15 9 (4.33%) Software Engineering
15 9 (4.33%) Stakeholder Management
15 9 (4.33%) TDD
Programming Languages
1 110 (52.88%) Java
2 79 (37.98%) SQL
3 71 (34.13%) Python
4 65 (31.25%) Scala
5 44 (21.15%) R
6 31 (14.90%) Shell Script
7 19 (9.13%) MATLAB
7 19 (9.13%) Ruby
8 16 (7.69%) Perl
8 16 (7.69%) PL/SQL
9 15 (7.21%) PHP
10 12 (5.77%) C#
11 11 (5.29%) T-SQL
12 7 (3.37%) Bash Shell
13 5 (2.40%) C
13 5 (2.40%) C++
14 4 (1.92%) Clojure
14 4 (1.92%) JavaScript
15 3 (1.44%) Pig Latin
16 2 (0.96%) HiveQL
Qualifications
1 11 (5.29%) Degree
1 11 (5.29%) Security Cleared
2 6 (2.88%) PhD
3 5 (2.40%) DV Cleared
Quality Assurance & Compliance
1 13 (6.25%) Data Quality
2 7 (3.37%) QA
System Software
1 62 (29.81%) HDFS
2 59 (28.37%) Apache Flume
3 6 (2.88%) Apache ZooKeeper
4 2 (0.96%) Docker
4 2 (0.96%) VirtualBox
5 1 (0.48%) Active Directory
Systems Management
1 18 (8.65%) Oozie
2 13 (6.25%) Hadoop YARN
3 11 (5.29%) Ambari
3 11 (5.29%) Puppet
4 9 (4.33%) Ansible
5 8 (3.85%) Opscode Chef
6 2 (0.96%) Kibana
6 2 (0.96%) Kubernetes
6 2 (0.96%) Mesos
7 1 (0.48%) Ganglia
7 1 (0.48%) Nagios
Vendors
1 30 (14.42%) Oracle
2 28 (13.46%) Cloudera
2 28 (13.46%) Hortonworks
2 28 (13.46%) Teradata
3 27 (12.98%) Informatica
4 25 (12.02%) Tableau
5 17 (8.17%) Splunk
6 6 (2.88%) MapR
6 6 (2.88%) SAP
7 5 (2.40%) Microsoft
8 4 (1.92%) Greenplum
8 4 (1.92%) IBM
8 4 (1.92%) SaltStack
8 4 (1.92%) Talend
9 2 (0.96%) Cognos
9 2 (0.96%) Google
9 2 (0.96%) Rackspace
9 2 (0.96%) Vertica
10 1 (0.48%) HP
10 1 (0.48%) Red Hat
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