The table below looks at the statistics for Apache Pig skills in IT contracts advertised across the UK. Included is a guide to the contractor rates offered in IT contracts that have cited Apache Pig over the 3 months to 27 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
27 May 2016
Same period 2015 Same period 2014
Apache Pig
Rank 554 557 557
Rank change year-on-year
+3 0
Contract jobs citing Apache Pig 102 70 58
As % of all contract IT jobs located in the UK 0.19% 0.13% 0.11%
As % of the Application Platforms category 0.96% 0.70% 0.63%
Number of daily rates quoted 80 46 33
Median daily rate £500 £538 £525
Median daily rate % change year-on-year
-6.97% +2.38%
90% offered a daily rate of more than £399 £400 £450
10% offered a daily rate of more than £800 £738 £650
UK excluding London median daily rate £450 £450 £520
% change year-on-year
- -13.46%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - - -

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

Application Platforms Category
UK
Contract IT job ads with a match in the
Application Platforms category
10574 10007 9248
As % of all contract IT jobs located in the UK 19.39% 18.39% 17.53%
Number of daily rates quoted 7045 6196 5747
Median daily rate £425 £375 £375
Median daily rate % change year-on-year
+13.33% -
90% offered a daily rate of more than £270 £230 £225
10% offered a daily rate of more than £563 £525 £500
UK excluding London median daily rate £398 £355 £350
% change year-on-year
+11.97% +1.42%
Number of hourly rates quoted 232 358 314
Median hourly rate £20.00 £20.19 £18.00
Median hourly rate % change year-on-year
-0.91% +12.13%
90% offered a hourly rate of more than £10.00 £12.00 £12.00
10% offered a hourly rate of more than £43.00 £40.00 £39.25
UK excluding London median hourly rate £20.20 £20.50 £17.00
% change year-on-year
-1.48% +20.58%

Apache Pig
Jobs Demand Trend

The demand trend of contract jobs 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 UK

Apache Pig
Daily Rate Trend

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

Apache Pig Daily Rate Trend in the UK

Apache Pig
Daily Rate Histogram

This chart provides a histogram of daily rates quoted in contract IT jobs citing Apache Pig within the UK over the 3 months to 27 May 2016.

Apache Pig Daily Rate Histogram in the UK

Apache Pig
Hourly Rate Trend

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

Apache Pig Hourly Rate Trend in the UK

Apache Pig
Top 14 Contract Locations

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 UK over the 3 months to 27 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
England +21 102 £500 -9.09% 35
London +45 80 £510 -15.00% 20
City of London +40 14 £498 -17.08% 5
South East -14 9 £369 -32.95% 5
West Midlands - 7 £500 - 1
Cambridgeshire 0 4 - - 1
East of England -3 4 - - 2
Crawley -3 4 £388 -29.54%
West Sussex -24 4 £388 -20.51%
Berkshire -7 3 £350 -53.33% 2
Canary Wharf - 1 - -
Middlesex - 1 - -
Gloucestershire - 1 - - 1
South West - 1 - - 4

Apache Pig
Top 30 Related IT Skills

For the 6 months to 27 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 with a requirement for Apache Pig.

1 194 (96.52%) Apache Hive
2 185 (92.04%) Hadoop
3 170 (84.58%) Big Data
4 108 (53.73%) Java
5 86 (42.79%) Apache Spark
6 72 (35.82%) SQL
7 70 (34.83%) Business Intelligence
8 68 (33.83%) Python
9 67 (33.33%) HBase
10 65 (32.34%) Scala
11 61 (30.35%) MapReduce
12 54 (26.87%) HDFS
13 53 (26.37%) Apache Flume
13 53 (26.37%) Analytics
14 52 (25.87%) Agile Software Development
15 45 (22.39%) R
16 44 (21.89%) NoSQL
17 37 (18.41%) Data Modelling
18 33 (16.42%) E-Commerce
19 32 (15.92%) ETL
20 31 (15.42%) Shell Script
20 31 (15.42%) Oracle
21 30 (14.93%) Apache Cassandra
22 29 (14.43%) Finance
22 29 (14.43%) Teradata
22 29 (14.43%) Machine Learning
23 28 (13.93%) Tableau
23 28 (13.93%) Data Analytics
23 28 (13.93%) Hortonworks
23 28 (13.93%) Kafka

Apache Pig
Top Related IT Skills 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 86 (42.79%) Apache Spark
2 26 (12.94%) SAS
3 11 (5.47%) Apache
4 9 (4.48%) Elasticsearch
5 5 (2.49%) Apache Solr
6 3 (1.49%) Confluence
7 2 (1.00%) DNN
8 1 (0.50%) IPython
8 1 (0.50%) Node.js
8 1 (0.50%) OpenStack
Applications
1 18 (8.96%) SPSS
2 12 (5.97%) Stata
3 2 (1.00%) MS Excel
4 1 (0.50%) MS Visio
Cloud Services
1 16 (7.96%) Amazon AWS
2 11 (5.47%) Amazon EMR
2 11 (5.47%) Microsoft Azure
3 4 (1.99%) Amazon EC2
3 4 (1.99%) Amazon S3
4 2 (1.00%) Heroku
4 2 (1.00%) IaaS
4 2 (1.00%) SaaS
5 1 (0.50%) Amazon Kinesis
5 1 (0.50%) Cloud Computing
5 1 (0.50%) GitHub
5 1 (0.50%) Google Cloud Platform
5 1 (0.50%) Google Compute Engine
5 1 (0.50%) SoftLayer
Communications & Networking
1 5 (2.49%) Kerberos
2 1 (0.50%) SAN
2 1 (0.50%) Wi-Fi
Database & Business Intelligence
1 194 (96.52%) Apache Hive
2 185 (92.04%) Hadoop
3 170 (84.58%) Big Data
4 67 (33.33%) HBase
5 44 (21.89%) NoSQL
6 30 (14.93%) Apache Cassandra
7 28 (13.93%) MongoDB
8 27 (13.43%) Sqoop
9 21 (10.45%) Data Mining
9 21 (10.45%) Relational Database
10 18 (8.96%) SQL Server
11 17 (8.46%) MySQL
12 16 (7.96%) QlikView
13 14 (6.97%) CouchDB
14 12 (5.97%) Data Warehouse
14 12 (5.97%) Impala
15 9 (4.48%) SQL Server Integration Services
16 8 (3.98%) Mahout
16 8 (3.98%) Neo4j
16 8 (3.98%) SQL Server Analysis Services
Development Applications
1 9 (4.48%) Jenkins
1 9 (4.48%) JIRA
2 5 (2.49%) Git (software)
2 5 (2.49%) Subversion
2 5 (2.49%) Talend Open Studio
3 4 (1.99%) Bugzilla
3 4 (1.99%) Hudson
4 2 (1.00%) Atlassian Bamboo
4 2 (1.00%) Bitbucket
4 2 (1.00%) Cucumber
4 2 (1.00%) Jasmine
4 2 (1.00%) JUnit
4 2 (1.00%) Karma Test Runner
4 2 (1.00%) PyUnit
4 2 (1.00%) Redmine
4 2 (1.00%) RSpec
4 2 (1.00%) Selenium
4 2 (1.00%) Vagrant
4 2 (1.00%) Yeoman
General
1 29 (14.43%) Finance
2 11 (5.47%) Banking
3 9 (4.48%) Retail
4 4 (1.99%) Retail Banking
5 2 (1.00%) Publishing
6 1 (0.50%) Advertising
6 1 (0.50%) Front Office
6 1 (0.50%) Games
6 1 (0.50%) Investment Banking
6 1 (0.50%) Telecoms
Job Titles
1 87 (43.28%) Developer
2 53 (26.37%) Hadoop Developer
3 52 (25.87%) Big Data Developer
4 32 (15.92%) Architect
5 31 (15.42%) Data Engineer
6 28 (13.93%) Big Data Engineer
7 22 (10.95%) Business Intelligence Developer
8 21 (10.45%) Data Architect
9 20 (9.95%) Hadoop Architect
10 19 (9.45%) Data Scientist
11 18 (8.96%) Big Data Architect
12 15 (7.46%) Hadoop Engineer
13 14 (6.97%) Senior Developer
14 13 (6.47%) Consultant
15 12 (5.97%) Senior Hadoop Developer
16 11 (5.47%) Analyst
16 11 (5.47%) SQL BI Developer
16 11 (5.47%) SQL Developer
17 10 (4.98%) Business Intelligence Analyst
18 9 (4.48%) Analyst Developer
Libraries, Frameworks & Software Standards
1 28 (13.93%) Kafka
2 22 (10.95%) HTML
3 16 (7.96%) CSS
4 12 (5.97%) Ruby on Rails
5 9 (4.48%) XML
6 7 (3.48%) JSON
6 7 (3.48%) Pandas
6 7 (3.48%) scikit-learn
6 7 (3.48%) SciPy
6 7 (3.48%) Spark Streaming
7 6 (2.99%) Apache Camel
8 5 (2.49%) NumPy
8 5 (2.49%) RESTful
8 5 (2.49%) Spring
8 5 (2.49%) Web Services
9 4 (1.99%) Hibernate
9 4 (1.99%) JDBC
9 4 (1.99%) jQuery
9 4 (1.99%) ODBC
9 4 (1.99%) Struts
Miscellaneous
1 16 (7.96%) Computer Science
2 15 (7.46%) Analytical Skills
3 14 (6.97%) Visualisation
4 12 (5.97%) Mathematics
4 12 (5.97%) Performance Metrics
5 11 (5.47%) Algorithms
5 11 (5.47%) Data Structures
5 11 (5.47%) Statistics
6 7 (3.48%) Fintech
7 5 (2.49%) Artificial Intelligence
7 5 (2.49%) Data Centre
8 4 (1.99%) iSeries
8 4 (1.99%) Smart Energy
9 3 (1.49%) Applied Mathematics
10 2 (1.00%) CUDA
10 2 (1.00%) DataPower
10 2 (1.00%) Neural Network
10 2 (1.00%) Replication
10 2 (1.00%) Wiki
11 1 (0.50%) Grid Computing
Operating Systems
1 27 (13.43%) Unix
2 18 (8.96%) Linux
3 6 (2.99%) Windows
4 1 (0.50%) CentOS
4 1 (0.50%) Red Hat Enterprise Linux
4 1 (0.50%) Windows 10
Processes & Methodologies
1 70 (34.83%) Business Intelligence
2 61 (30.35%) MapReduce
3 53 (26.37%) Analytics
4 52 (25.87%) Agile Software Development
5 37 (18.41%) Data Modelling
6 33 (16.42%) E-Commerce
7 32 (15.92%) ETL
8 29 (14.43%) Machine Learning
9 28 (13.93%) Data Analytics
10 24 (11.94%) Data Analysis
11 17 (8.46%) Open Source
12 16 (7.96%) Big Data Analytics
13 14 (6.97%) Web Application Development
14 12 (5.97%) Functional Programming
14 12 (5.97%) Statistical Analysis
15 11 (5.47%) Data Visualisation
15 11 (5.47%) DevOps
16 8 (3.98%) Dashboard Development
16 8 (3.98%) Predictive Modelling
16 8 (3.98%) Presales
Programming Languages
1 108 (53.73%) Java
2 72 (35.82%) SQL
3 68 (33.83%) Python
4 65 (32.34%) Scala
5 45 (22.39%) R
6 31 (15.42%) Shell Script
7 20 (9.95%) MATLAB
8 17 (8.46%) PL/SQL
8 17 (8.46%) Ruby
9 15 (7.46%) Perl
10 14 (6.97%) PHP
11 12 (5.97%) C#
12 7 (3.48%) T-SQL
13 6 (2.99%) Bash Shell
13 6 (2.99%) C
14 4 (1.99%) C++
14 4 (1.99%) Clojure
14 4 (1.99%) JavaScript
15 3 (1.49%) Groovy
16 2 (1.00%) VBA
Qualifications
1 12 (5.97%) Degree
1 12 (5.97%) Security Cleared
2 9 (4.48%) PhD
3 6 (2.99%) DV Cleared
Quality Assurance & Compliance
1 13 (6.47%) Data Quality
2 6 (2.99%) QA
System Software
1 54 (26.87%) HDFS
2 53 (26.37%) Apache Flume
3 7 (3.48%) Apache ZooKeeper
4 2 (1.00%) VirtualBox
5 1 (0.50%) Active Directory
5 1 (0.50%) Docker
Systems Management
1 15 (7.46%) Oozie
2 12 (5.97%) Hadoop YARN
3 10 (4.98%) Puppet
4 9 (4.48%) Ambari
5 8 (3.98%) Ansible
6 7 (3.48%) Opscode Chef
7 2 (1.00%) Kibana
8 1 (0.50%) Ganglia
8 1 (0.50%) Kubernetes
8 1 (0.50%) Mesos
8 1 (0.50%) Nagios
Vendors
1 31 (15.42%) Oracle
2 29 (14.43%) Teradata
3 28 (13.93%) Hortonworks
3 28 (13.93%) Informatica
3 28 (13.93%) Tableau
4 26 (12.94%) Cloudera
5 15 (7.46%) Splunk
6 6 (2.99%) MapR
6 6 (2.99%) SAP
7 5 (2.49%) IBM
7 5 (2.49%) Talend
8 4 (1.99%) Greenplum
8 4 (1.99%) Microsoft
8 4 (1.99%) SaltStack
9 2 (1.00%) Cognos
9 2 (1.00%) Vertica
10 1 (0.50%) Ab Initio
10 1 (0.50%) F5
10 1 (0.50%) Google
10 1 (0.50%) HP
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