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 25 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
25 May 2016
Same period 2015 Same period 2014
Apache Pig
Rank 523 551 527
Rank change year-on-year
+28 -24
Contract jobs citing Apache Pig 103 60 54
As % of all contract IT jobs located in England 0.21% 0.12% 0.11%
As % of the Application Platforms category 1.08% 0.66% 0.64%
Number of daily rates quoted 80 39 32
Median daily rate £500 £550 £525
Median daily rate % change year-on-year
-9.09% +4.76%
90% offered a daily rate of more than £399 £445 £450
10% offered a daily rate of more than £800 £750 £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 - - -
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
9526 9110 8406
As % of all contract IT jobs located in England 19.34% 18.51% 17.50%
Number of daily rates quoted 6421 5757 5292
Median daily rate £425 £375 £375
Median daily rate % change year-on-year
+13.33% -
90% offered a daily rate of more than £275 £238 £225
10% offered a daily rate of more than £575 £545 £500
UK excluding London median daily rate £395 £360 £350
% change year-on-year
+9.72% +2.85%
Number of hourly rates quoted 195 325 296
Median hourly rate £19.00 £20.19 £18.50
Median hourly rate % change year-on-year
-5.87% +9.10%
90% offered a hourly rate of more than £10.00 £12.50 £12.00
10% offered a hourly rate of more than £43.10 £40.00 £42.50
UK excluding London median hourly rate £20.00 £20.19 £17.50
% change year-on-year
-0.91% +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 25 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 25 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 +54 82 £510 -15.00% 18
South East -11 8 £369 -32.95% 2
West Midlands - 7 £500 - 1
East of England -4 4 - - 2
South West - 1 - - 2
Apache Pig
UK

Apache Pig
Top 30 Related IT Skills in England

For the 6 months to 25 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.

1 190 (96.45%) Apache Hive
2 181 (91.88%) Hadoop
3 166 (84.26%) Big Data
4 105 (53.30%) Java
5 85 (43.15%) Apache Spark
6 71 (36.04%) SQL
7 68 (34.52%) Business Intelligence
8 66 (33.50%) HBase
9 65 (32.99%) Python
10 63 (31.98%) Scala
11 60 (30.46%) MapReduce
12 53 (26.90%) Apache Flume
12 53 (26.90%) HDFS
13 52 (26.40%) Agile Software Development
14 51 (25.89%) Analytics
15 44 (22.34%) R
15 44 (22.34%) NoSQL
16 37 (18.78%) Data Modelling
17 32 (16.24%) E-Commerce
18 31 (15.74%) Oracle
18 31 (15.74%) Shell Script
19 30 (15.23%) ETL
20 29 (14.72%) Machine Learning
20 29 (14.72%) Teradata
20 29 (14.72%) Apache Cassandra
21 28 (14.21%) Finance
21 28 (14.21%) Informatica
21 28 (14.21%) Data Analytics
21 28 (14.21%) Kafka
22 27 (13.71%) Sqoop

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 85 (43.15%) Apache Spark
2 25 (12.69%) SAS
3 11 (5.58%) Apache
4 9 (4.57%) Elasticsearch
5 5 (2.54%) Apache Solr
6 3 (1.52%) Confluence
7 2 (1.02%) DNN
8 1 (0.51%) IPython
8 1 (0.51%) Node.js
8 1 (0.51%) OpenStack
Applications
1 18 (9.14%) SPSS
2 12 (6.09%) Stata
3 2 (1.02%) MS Excel
4 1 (0.51%) MS Visio
Cloud Services
1 15 (7.61%) Amazon AWS
2 11 (5.58%) Amazon EMR
2 11 (5.58%) Microsoft Azure
3 4 (2.03%) Amazon EC2
3 4 (2.03%) Amazon S3
4 2 (1.02%) Heroku
4 2 (1.02%) IaaS
4 2 (1.02%) SaaS
5 1 (0.51%) Amazon Kinesis
5 1 (0.51%) Cloud Computing
5 1 (0.51%) GitHub
5 1 (0.51%) Google Cloud Platform
5 1 (0.51%) Google Compute Engine
5 1 (0.51%) SoftLayer
Communications & Networking
1 5 (2.54%) Kerberos
2 1 (0.51%) SAN
2 1 (0.51%) Wi-Fi
Database & Business Intelligence
1 190 (96.45%) Apache Hive
2 181 (91.88%) Hadoop
3 166 (84.26%) Big Data
4 66 (33.50%) HBase
5 44 (22.34%) NoSQL
6 29 (14.72%) Apache Cassandra
7 27 (13.71%) Sqoop
8 26 (13.20%) MongoDB
9 21 (10.66%) Data Mining
9 21 (10.66%) Relational Database
10 17 (8.63%) SQL Server
11 16 (8.12%) MySQL
12 15 (7.61%) QlikView
13 14 (7.11%) CouchDB
14 12 (6.09%) Impala
15 10 (5.08%) Data Warehouse
16 9 (4.57%) SQL Server Integration Services
17 8 (4.06%) Neo4j
17 8 (4.06%) SQL Server Analysis Services
18 7 (3.55%) Mahout
Development Applications
1 9 (4.57%) Jenkins
1 9 (4.57%) JIRA
2 5 (2.54%) Git (software)
2 5 (2.54%) Subversion
3 4 (2.03%) Bugzilla
3 4 (2.03%) Hudson
3 4 (2.03%) Talend Open Studio
4 2 (1.02%) Atlassian Bamboo
4 2 (1.02%) Bitbucket
4 2 (1.02%) Cucumber
4 2 (1.02%) Jasmine
4 2 (1.02%) JUnit
4 2 (1.02%) Karma Test Runner
4 2 (1.02%) PyUnit
4 2 (1.02%) Redmine
4 2 (1.02%) RSpec
4 2 (1.02%) Selenium
4 2 (1.02%) Vagrant
4 2 (1.02%) Yeoman
General
1 28 (14.21%) Finance
2 11 (5.58%) Banking
3 9 (4.57%) Retail
4 4 (2.03%) Retail Banking
5 2 (1.02%) Publishing
6 1 (0.51%) Advertising
6 1 (0.51%) Front Office
6 1 (0.51%) Games
6 1 (0.51%) Investment Banking
6 1 (0.51%) Telecoms
Job Titles
1 86 (43.65%) Developer
2 52 (26.40%) Hadoop Developer
3 51 (25.89%) Big Data Developer
4 31 (15.74%) Architect
5 30 (15.23%) Data Engineer
6 28 (14.21%) Big Data Engineer
7 22 (11.17%) Business Intelligence Developer
8 20 (10.15%) Data Architect
8 20 (10.15%) Data Scientist
8 20 (10.15%) Hadoop Architect
9 17 (8.63%) Big Data Architect
10 15 (7.61%) Hadoop Engineer
11 14 (7.11%) Senior Developer
12 13 (6.60%) Consultant
13 12 (6.09%) Senior Hadoop Developer
14 11 (5.58%) SQL BI Developer
14 11 (5.58%) SQL Developer
15 10 (5.08%) Analyst
15 10 (5.08%) Business Intelligence Analyst
16 9 (4.57%) Machine Learning Scientist
Libraries, Frameworks & Software Standards
1 28 (14.21%) Kafka
2 22 (11.17%) HTML
3 16 (8.12%) CSS
4 12 (6.09%) Ruby on Rails
5 9 (4.57%) XML
6 7 (3.55%) JSON
6 7 (3.55%) Pandas
6 7 (3.55%) scikit-learn
6 7 (3.55%) SciPy
6 7 (3.55%) Spark Streaming
7 6 (3.05%) Apache Camel
8 5 (2.54%) NumPy
8 5 (2.54%) RESTful
8 5 (2.54%) Web Services
9 4 (2.03%) Hibernate
9 4 (2.03%) HTML5
9 4 (2.03%) jQuery
9 4 (2.03%) ODBC
9 4 (2.03%) Spring
9 4 (2.03%) Struts
Miscellaneous
1 15 (7.61%) Computer Science
2 14 (7.11%) Analytical Skills
2 14 (7.11%) Visualisation
3 12 (6.09%) Mathematics
3 12 (6.09%) Performance Metrics
4 11 (5.58%) Algorithms
4 11 (5.58%) Data Structures
5 10 (5.08%) Statistics
6 7 (3.55%) Fintech
7 5 (2.54%) Artificial Intelligence
7 5 (2.54%) Data Centre
8 4 (2.03%) iSeries
8 4 (2.03%) Smart Energy
9 3 (1.52%) Applied Mathematics
10 2 (1.02%) CUDA
10 2 (1.02%) DataPower
10 2 (1.02%) Neural Network
10 2 (1.02%) Replication
10 2 (1.02%) Wiki
11 1 (0.51%) Hedge funds
Operating Systems
1 27 (13.71%) Unix
2 18 (9.14%) Linux
3 6 (3.05%) Windows
4 1 (0.51%) CentOS
4 1 (0.51%) Red Hat Enterprise Linux
4 1 (0.51%) Windows 10
Processes & Methodologies
1 68 (34.52%) Business Intelligence
2 60 (30.46%) MapReduce
3 52 (26.40%) Agile Software Development
4 51 (25.89%) Analytics
5 37 (18.78%) Data Modelling
6 32 (16.24%) E-Commerce
7 30 (15.23%) ETL
8 29 (14.72%) Machine Learning
9 28 (14.21%) Data Analytics
10 24 (12.18%) Data Analysis
11 17 (8.63%) Open Source
12 16 (8.12%) Big Data Analytics
13 14 (7.11%) Web Application Development
14 12 (6.09%) Functional Programming
14 12 (6.09%) Statistical Analysis
15 11 (5.58%) Data Visualisation
15 11 (5.58%) DevOps
16 8 (4.06%) Dashboard Development
16 8 (4.06%) Predictive Modelling
16 8 (4.06%) Presales
Programming Languages
1 105 (53.30%) Java
2 71 (36.04%) SQL
3 65 (32.99%) Python
4 63 (31.98%) Scala
5 44 (22.34%) R
6 31 (15.74%) Shell Script
7 20 (10.15%) MATLAB
8 17 (8.63%) PL/SQL
8 17 (8.63%) Ruby
9 15 (7.61%) Perl
10 14 (7.11%) PHP
11 12 (6.09%) C#
12 7 (3.55%) T-SQL
13 6 (3.05%) Bash Shell
13 6 (3.05%) C
14 4 (2.03%) C++
14 4 (2.03%) Clojure
14 4 (2.03%) JavaScript
15 3 (1.52%) Groovy
16 2 (1.02%) Pig Latin
Qualifications
1 12 (6.09%) Degree
1 12 (6.09%) Security Cleared
2 8 (4.06%) PhD
3 6 (3.05%) DV Cleared
Quality Assurance & Compliance
1 13 (6.60%) Data Quality
2 6 (3.05%) QA
System Software
1 53 (26.90%) Apache Flume
1 53 (26.90%) HDFS
2 6 (3.05%) Apache ZooKeeper
3 2 (1.02%) VirtualBox
4 1 (0.51%) Active Directory
4 1 (0.51%) Docker
Systems Management
1 14 (7.11%) Oozie
2 10 (5.08%) Hadoop YARN
2 10 (5.08%) Puppet
3 9 (4.57%) Ambari
4 8 (4.06%) Ansible
5 7 (3.55%) Opscode Chef
6 2 (1.02%) Kibana
7 1 (0.51%) Ganglia
7 1 (0.51%) Kubernetes
7 1 (0.51%) Mesos
7 1 (0.51%) Nagios
Vendors
1 31 (15.74%) Oracle
2 29 (14.72%) Teradata
3 28 (14.21%) Informatica
4 27 (13.71%) Hortonworks
4 27 (13.71%) Tableau
5 24 (12.18%) Cloudera
6 15 (7.61%) Splunk
7 6 (3.05%) SAP
8 5 (2.54%) IBM
8 5 (2.54%) MapR
9 4 (2.03%) Greenplum
9 4 (2.03%) Microsoft
9 4 (2.03%) SaltStack
9 4 (2.03%) Talend
10 2 (1.02%) Cognos
10 2 (1.02%) Vertica
11 1 (0.51%) Ab Initio
11 1 (0.51%) F5
11 1 (0.51%) HP
11 1 (0.51%) Rackspace