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 average contractor rates offered in IT contracts that have cited Apache Pig over the 3 months to 13 February 2016 with a comparison to the same period in 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.

Location
3 months to
13 Feb 2016
Same period 2015 Same period 2014
Apache Pig
Rank 500 519 534
Rank change year-on-year
+19 +15
Contract jobs citing Apache Pig 81 66 37
As % of all contract IT jobs located in England 0.17% 0.14% 0.081%
As % of the Application Platforms category 0.96% 0.78% 0.45%
Number of daily rates quoted 54 54 24
Average daily rate £550 £500 £450
Average daily rate % change year-on-year
+10.00% +11.11%
90% offered a daily rate of more than £425 £375 £408
10% offered a daily rate of more than £600 £725 £550
UK excluding London average daily rate £538 £413 -
% change year-on-year
+30.30% -
Number of hourly rates quoted 0 0 0
Average hourly rate - - -
UK excluding London average 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
8408 8458 8144
As % of all contract IT jobs located in England 18.09% 18.17% 17.94%
Number of daily rates quoted 5511 5303 4896
Average daily rate £413 £400 £375
Average daily rate % change year-on-year
+3.12% +6.66%
90% offered a daily rate of more than £250 £248 £225
10% offered a daily rate of more than £550 £525 £505
UK excluding London average daily rate £390 £375 £350
% change year-on-year
+4.00% +7.14%
Number of hourly rates quoted 218 295 298
Average hourly rate £20.00 £20.00 £19.00
Average hourly rate % change year-on-year
- +5.26%
90% offered a hourly rate of more than £11.50 £12.00 £11.50
10% offered a hourly rate of more than £50.00 £45.00 £37.50
UK excluding London average hourly rate £18.00 £18.00 £17.15
% change year-on-year
- +4.95%

Apache Pig
Jobs Demand Trend in England

This chart provides a 3-month moving total of IT contractor jobs citing Apache Pig across the England region as a proportion of the total demand within 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 13 February 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 average contractor rates quoted in IT jobs citing Apache Pig within the England region over the 3 months to 13 February 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Average
Daily Rate
Last 3 Months
Average Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
London -10 49 £590 +12.38% 32
South East +17 10 £550 - 1
East of England - 8 £525 - 1
North West -8 4 £450 +20.00% 1
South West - 4 £441 - 1
Yorkshire - 4 £575 -
West Midlands - 2 £475 - 6
Apache Pig
UK

Apache Pig
Top 30 Related IT Skills in England

For the 6 months to 13 February 2016, IT contractor jobs across the England region citing Apache Pig also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of contract IT job ads sampled that cited Apache Pig.

1 151 (89.35%) Hadoop
2 149 (88.17%) Apache Hive
3 121 (71.60%) Big Data
4 88 (52.07%) Apache Spark
5 72 (42.60%) Java
6 65 (38.46%) Python
7 58 (34.32%) SQL
8 55 (32.54%) Apache Flume
9 52 (30.77%) HDFS
10 47 (27.81%) Finance
11 46 (27.22%) HBase
12 45 (26.63%) Scala
13 43 (25.44%) Business Intelligence
13 43 (25.44%) Analytics
14 41 (24.26%) MapReduce
15 39 (23.08%) Agile Software Development
16 37 (21.89%) NoSQL
17 36 (21.30%) Kafka
17 36 (21.30%) Sqoop
18 32 (18.93%) R
19 31 (18.34%) Linux
20 30 (17.75%) Oozie
20 30 (17.75%) Hortonworks
21 29 (17.16%) Machine Learning
22 25 (14.79%) MongoDB
22 25 (14.79%) Analytical Skills
23 23 (13.61%) Impala
24 22 (13.02%) Cloudera
24 22 (13.02%) ETL
25 21 (12.43%) Banking

Apache Pig
Top Related IT Skills in England by Category

For the 6 months to 13 February 2016, IT contractor jobs across the England region citing Apache Pig also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of contract IT job ads sampled that cited Apache Pig. Up to 20 skills are shown per category.

Application Platforms
1 88 (52.07%) Apache Spark
2 17 (10.06%) SAS
3 11 (6.51%) Apache
4 8 (4.73%) Node.js
5 6 (3.55%) Elasticsearch
6 2 (1.18%) Apache Solr
7 1 (0.59%) Confluence
7 1 (0.59%) DNN
7 1 (0.59%) OpenStack
Applications
1 16 (9.47%) SPSS
2 3 (1.78%) MS Excel
3 2 (1.18%) Stata
4 1 (0.59%) MS Visio
Business Applications
1 1 (0.59%) SAP Oil and Gas
Cloud Services
1 20 (11.83%) Amazon AWS
2 8 (4.73%) Microsoft Azure
3 5 (2.96%) Google Cloud Platform
3 5 (2.96%) Google Compute Engine
4 2 (1.18%) Amazon EC2
4 2 (1.18%) Amazon EMR
4 2 (1.18%) Amazon Kinesis
4 2 (1.18%) Amazon S3
4 2 (1.18%) Cloud Computing
4 2 (1.18%) SoftLayer
5 1 (0.59%) GitHub
5 1 (0.59%) Heroku
5 1 (0.59%) IaaS
5 1 (0.59%) SaaS
Communications & Networking
1 8 (4.73%) Kerberos
2 2 (1.18%) Internet
3 1 (0.59%) HTTP
3 1 (0.59%) SAN
Database & Business Intelligence
1 151 (89.35%) Hadoop
2 149 (88.17%) Apache Hive
3 121 (71.60%) Big Data
4 46 (27.22%) HBase
5 37 (21.89%) NoSQL
6 36 (21.30%) Sqoop
7 25 (14.79%) MongoDB
8 23 (13.61%) Impala
9 21 (12.43%) Apache Cassandra
10 16 (9.47%) Data Mining
11 12 (7.10%) Data Warehouse
11 12 (7.10%) SQL Server
11 12 (7.10%) SQL Server Analysis Services
11 12 (7.10%) SQL Server Integration Services
12 10 (5.92%) Relational Database
13 9 (5.33%) BusinessObjects
14 5 (2.96%) MySQL
15 4 (2.37%) Microsoft Analysis Services
15 4 (2.37%) OLAP
15 4 (2.37%) SQL Server Reporting Services
Development Applications
1 5 (2.96%) Jenkins
1 5 (2.96%) JIRA
2 4 (2.37%) Bugzilla
2 4 (2.37%) Git (software)
2 4 (2.37%) Hudson
2 4 (2.37%) Subversion
2 4 (2.37%) Vagrant
3 2 (1.18%) Jasmine
3 2 (1.18%) Karma Test Runner
3 2 (1.18%) Redmine
4 1 (0.59%) Atlassian Bamboo
4 1 (0.59%) Bitbucket
4 1 (0.59%) Selenium
4 1 (0.59%) Talend Open Studio
4 1 (0.59%) Yeoman
General
1 47 (27.81%) Finance
2 21 (12.43%) Banking
3 5 (2.96%) Retail
4 4 (2.37%) Retail Banking
5 3 (1.78%) Investment Banking
5 3 (1.78%) Telecoms
6 2 (1.18%) Billing
6 2 (1.18%) Electronics
6 2 (1.18%) Games
6 2 (1.18%) Manufacturing
6 2 (1.18%) Publishing
7 1 (0.59%) Automotive
7 1 (0.59%) German Language
7 1 (0.59%) Marketing
Job Titles
1 57 (33.73%) Developer
2 31 (18.34%) Hadoop Developer
3 30 (17.75%) Big Data Developer
4 27 (15.98%) Architect
5 17 (10.06%) Data Architect
6 16 (9.47%) Big Data Engineer
6 16 (9.47%) Data Scientist
7 15 (8.88%) Hadoop Engineer
8 14 (8.28%) Big Data Architect
8 14 (8.28%) Business Intelligence Developer
9 13 (7.69%) Analyst
10 11 (6.51%) Consultant
11 7 (4.14%) Data Analyst
11 7 (4.14%) Hadoop Architect
11 7 (4.14%) Hadoop Consultant
12 6 (3.55%) Administrator
12 6 (3.55%) Hadoop Administrator
12 6 (3.55%) SAS Analyst
12 6 (3.55%) Solutions Architect
13 5 (2.96%) Senior Developer
Libraries, Frameworks & Software Standards
1 36 (21.30%) Kafka
2 12 (7.10%) Web Services
3 11 (6.51%) HTML
4 8 (4.73%) RESTful
5 7 (4.14%) SOAP
6 5 (2.96%) CSS
7 4 (2.37%) Hibernate
7 4 (2.37%) HTML5
7 4 (2.37%) J2EE
7 4 (2.37%) Spark Streaming
7 4 (2.37%) Spring
7 4 (2.37%) Struts
7 4 (2.37%) XML
8 3 (1.78%) J2SE
9 2 (1.18%) .NET
9 2 (1.18%) Django
9 2 (1.18%) JSON
9 2 (1.18%) Ruby on Rails
9 2 (1.18%) scikit-learn
9 2 (1.18%) SciPy
Miscellaneous
1 25 (14.79%) Analytical Skills
2 20 (11.83%) Computer Science
3 12 (7.10%) Data Structures
3 12 (7.10%) Statistics
4 9 (5.33%) Credit Risk
5 8 (4.73%) Economics
5 8 (4.73%) Visualisation
6 7 (4.14%) Data Integration
6 7 (4.14%) Mathematics
7 6 (3.55%) iSeries
8 5 (2.96%) Enterprise Software
9 4 (2.37%) Algorithms
10 2 (1.18%) Applied Mathematics
10 2 (1.18%) Fintech
10 2 (1.18%) Performance Metrics
10 2 (1.18%) Replication
11 1 (0.59%) Artificial Intelligence
11 1 (0.59%) Clustering
11 1 (0.59%) Grid Computing
11 1 (0.59%) Neural Network
Operating Systems
1 31 (18.34%) Linux
2 20 (11.83%) Unix
3 8 (4.73%) Windows
4 2 (1.18%) Red Hat Enterprise Linux
5 1 (0.59%) CentOS
5 1 (0.59%) Windows 10
5 1 (0.59%) Windows Mobile
Processes & Methodologies
1 43 (25.44%) Analytics
1 43 (25.44%) Business Intelligence
2 41 (24.26%) MapReduce
3 39 (23.08%) Agile Software Development
4 29 (17.16%) Machine Learning
5 22 (13.02%) ETL
6 19 (11.24%) Scrum
6 19 (11.24%) TDD
7 18 (10.65%) Data Modelling
8 16 (9.47%) BDD
9 15 (8.88%) E-Commerce
10 14 (8.28%) Data Analytics
11 12 (7.10%) Stakeholder Management
11 12 (7.10%) Statistical Analysis
12 11 (6.51%) DevOps
13 10 (5.92%) Continuous Integration
13 10 (5.92%) Open Source
14 9 (5.33%) Risk Analytics
14 9 (5.33%) Technical Architecture
15 8 (4.73%) Mentoring
Programming Languages
1 72 (42.60%) Java
2 65 (38.46%) Python
3 58 (34.32%) SQL
4 45 (26.63%) Scala
5 32 (18.93%) R
6 14 (8.28%) Shell Script
7 13 (7.69%) Ruby
8 11 (6.51%) Perl
8 11 (6.51%) T-SQL
9 9 (5.33%) MATLAB
10 7 (4.14%) C++
10 7 (4.14%) PHP
11 5 (2.96%) C
11 5 (2.96%) PL/SQL
12 4 (2.37%) HiveQL
12 4 (2.37%) Pig Latin
13 3 (1.78%) Bash Shell
13 3 (1.78%) C#
13 3 (1.78%) JavaScript
14 2 (1.18%) Clojure
Qualifications
1 16 (9.47%) Degree
2 5 (2.96%) PhD
3 4 (2.37%) Security Cleared
4 2 (1.18%) DV Cleared
Quality Assurance & Compliance
1 8 (4.73%) QA
2 7 (4.14%) Data Quality
System Software
1 55 (32.54%) Apache Flume
2 52 (30.77%) HDFS
3 9 (5.33%) Apache ZooKeeper
4 7 (4.14%) Docker
5 1 (0.59%) VirtualBox
Systems Management
1 30 (17.75%) Oozie
2 19 (11.24%) Ambari
3 14 (8.28%) Hadoop YARN
4 10 (5.92%) Puppet
5 9 (5.33%) Opscode Chef
5 9 (5.33%) Tivoli
6 8 (4.73%) Ansible
7 7 (4.14%) Kubernetes
7 7 (4.14%) Mesos
8 2 (1.18%) Kibana
9 1 (0.59%) Check_MK
9 1 (0.59%) Ganglia
9 1 (0.59%) Nagios
Vendors
1 30 (17.75%) Hortonworks
2 22 (13.02%) Cloudera
3 20 (11.83%) Oracle
4 18 (10.65%) Teradata
5 11 (6.51%) Splunk
5 11 (6.51%) Tableau
6 10 (5.92%) SAP
7 6 (3.55%) Informatica
8 5 (2.96%) Google
9 4 (2.37%) Microsoft
10 3 (1.78%) IBM
10 3 (1.78%) Platfora
10 3 (1.78%) Red Hat
11 2 (1.18%) MapR
11 2 (1.18%) Rackspace
12 1 (0.59%) AppDynamics
12 1 (0.59%) HP
12 1 (0.59%) Talend
12 1 (0.59%) Vertica
12 1 (0.59%) WorldPay
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