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 29 June 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
29 Jun 2016
Same period 2015 Same period 2014
Apache Pig
Rank 538 559 509
Rank change year-on-year
+21 -50
Contract jobs citing Apache Pig 87 60 79
As % of all contract IT jobs located in England 0.18% 0.12% 0.16%
As % of the Application Platforms category 1.00% 0.67% 0.95%
Number of daily rates quoted 60 33 39
Median daily rate £500 £550 £550
Median daily rate % change year-on-year
-9.09% -
90% offered a daily rate of more than £425 £405 £450
10% offered a daily rate of more than £800 £720 £650
UK excluding London median daily rate £500 £450 £520
% change year-on-year
+11.11% -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
8697 8928 8332
As % of all contract IT jobs located in England 17.66% 17.55% 17.34%
Number of daily rates quoted 5906 5699 5063
Median daily rate £425 £375 £375
Median daily rate % change year-on-year
+13.33% -
90% offered a daily rate of more than £275 £230 £225
10% offered a daily rate of more than £563 £525 £500
UK excluding London median daily rate £395 £350 £350
% change year-on-year
+12.85% -
Number of hourly rates quoted 210 301 335
Median hourly rate £20.78 £21.00 £18.48
Median hourly rate % change year-on-year
-1.04% +13.63%
90% offered a hourly rate of more than £12.49 £13.00 £11.50
10% offered a hourly rate of more than £44.20 £40.00 £45.00
UK excluding London median hourly rate £26.00 £21.00 £17.00
% change year-on-year
+23.80% +23.52%

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 29 June 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 29 June 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 +31 56 £505 -15.83% 17
South East +14 22 £388 -27.90% 3
West Midlands - 5 £500 - 2
East of England 0 3 - -
Apache Pig
UK

Apache Pig
Top 30 Related IT Skills in England

For the 6 months to 29 June 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.

1 193 (96.02%) Apache Hive
2 190 (94.53%) Hadoop
3 172 (85.57%) Big Data
4 117 (58.21%) Java
5 84 (41.79%) Apache Spark
6 71 (35.32%) SQL
7 69 (34.33%) Business Intelligence
7 69 (34.33%) HBase
8 66 (32.84%) Scala
9 65 (32.34%) MapReduce
10 62 (30.85%) Python
11 57 (28.36%) Agile Software Development
12 56 (27.86%) Apache Flume
13 54 (26.87%) HDFS
14 50 (24.88%) Analytics
15 48 (23.88%) NoSQL
16 41 (20.40%) R
17 39 (19.40%) Shell Script
18 35 (17.41%) ETL
18 35 (17.41%) Apache Cassandra
19 33 (16.42%) Oracle
20 32 (15.92%) Data Modelling
20 32 (15.92%) MongoDB
21 30 (14.93%) Teradata
21 30 (14.93%) Sqoop
22 29 (14.43%) Kafka
22 29 (14.43%) E-Commerce
23 28 (13.93%) Informatica
24 27 (13.43%) Unix
24 27 (13.43%) Finance

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 84 (41.79%) Apache Spark
2 26 (12.94%) SAS
3 8 (3.98%) Apache
3 8 (3.98%) Elasticsearch
4 5 (2.49%) Apache Solr
5 3 (1.49%) Confluence
6 2 (1.00%) SharePoint
7 1 (0.50%) DNN
7 1 (0.50%) GemFire
7 1 (0.50%) IPython
7 1 (0.50%) OpenStack
7 1 (0.50%) Oracle Coherence
Applications
1 19 (9.45%) SPSS
2 12 (5.97%) Stata
3 2 (1.00%) MS Excel
Cloud Services
1 13 (6.47%) Amazon AWS
1 13 (6.47%) Microsoft Azure
2 12 (5.97%) Amazon EMR
3 3 (1.49%) Amazon EC2
3 3 (1.49%) Amazon S3
4 1 (0.50%) Amazon Kinesis
4 1 (0.50%) Cloud Computing
4 1 (0.50%) GitHub
4 1 (0.50%) Heroku
4 1 (0.50%) IaaS
4 1 (0.50%) SaaS
Communications & Networking
1 5 (2.49%) Kerberos
2 1 (0.50%) Internet
2 1 (0.50%) LDAP
2 1 (0.50%) SAN
2 1 (0.50%) Wi-Fi
Database & Business Intelligence
1 193 (96.02%) Apache Hive
2 190 (94.53%) Hadoop
3 172 (85.57%) Big Data
4 69 (34.33%) HBase
5 48 (23.88%) NoSQL
6 35 (17.41%) Apache Cassandra
7 32 (15.92%) MongoDB
8 30 (14.93%) Sqoop
9 22 (10.95%) Data Mining
9 22 (10.95%) Relational Database
10 19 (9.45%) MySQL
10 19 (9.45%) SQL Server
11 16 (7.96%) QlikView
12 15 (7.46%) Data Warehouse
13 12 (5.97%) CouchDB
13 12 (5.97%) Impala
14 8 (3.98%) Neo4j
15 7 (3.48%) Apache Accumulo
15 7 (3.48%) Mahout
15 7 (3.48%) PostgreSQL
Development Applications
1 9 (4.48%) Git (software)
1 9 (4.48%) Jenkins
1 9 (4.48%) Subversion
2 8 (3.98%) JIRA
3 5 (2.49%) Talend Open Studio
4 4 (1.99%) Hudson
5 3 (1.49%) Bugzilla
6 2 (1.00%) Atlassian Bamboo
6 2 (1.00%) Bitbucket
6 2 (1.00%) Cucumber
6 2 (1.00%) JUnit
6 2 (1.00%) PigUnit
6 2 (1.00%) PyUnit
6 2 (1.00%) RSpec
6 2 (1.00%) Selenium
6 2 (1.00%) Vagrant
6 2 (1.00%) Yeoman
7 1 (0.50%) GitLab
7 1 (0.50%) Karma Test Runner
7 1 (0.50%) Mercurial
General
1 27 (13.43%) Finance
2 12 (5.97%) Banking
3 9 (4.48%) Retail
4 3 (1.49%) Retail Banking
5 2 (1.00%) Legal
5 2 (1.00%) Publishing
5 2 (1.00%) Telecoms
6 1 (0.50%) Advertising
6 1 (0.50%) Front Office
6 1 (0.50%) Games
6 1 (0.50%) Investment Banking
Job Titles
1 86 (42.79%) Developer
2 56 (27.86%) Hadoop Developer
3 46 (22.89%) Big Data Developer
4 31 (15.42%) Architect
5 30 (14.93%) Data Engineer
6 27 (13.43%) Big Data Engineer
7 21 (10.45%) Hadoop Architect
8 20 (9.95%) Data Architect
9 19 (9.45%) Data Scientist
10 18 (8.96%) Big Data Architect
10 18 (8.96%) Business Intelligence Developer
11 16 (7.96%) Hadoop Engineer
11 16 (7.96%) Senior Developer
12 14 (6.97%) Senior Hadoop Developer
13 13 (6.47%) Consultant
14 11 (5.47%) SQL BI Developer
14 11 (5.47%) SQL Developer
15 10 (4.98%) Analyst
15 10 (4.98%) Business Intelligence Analyst
16 9 (4.48%) Analyst Developer
Libraries, Frameworks & Software Standards
1 29 (14.43%) Kafka
2 20 (9.95%) HTML
3 15 (7.46%) CSS
4 12 (5.97%) Ruby on Rails
5 11 (5.47%) Spark Streaming
6 9 (4.48%) Apache Tez
6 9 (4.48%) XML
7 7 (3.48%) JSON
7 7 (3.48%) Pandas
7 7 (3.48%) scikit-learn
7 7 (3.48%) SciPy
8 6 (2.99%) Apache Camel
9 5 (2.49%) Java EE
9 5 (2.49%) JDBC
9 5 (2.49%) NumPy
10 4 (1.99%) Hibernate
10 4 (1.99%) jQuery
10 4 (1.99%) ODBC
10 4 (1.99%) RESTful
10 4 (1.99%) Spring
Miscellaneous
1 16 (7.96%) Analytical Skills
2 13 (6.47%) Computer Science
3 12 (5.97%) Performance Metrics
4 10 (4.98%) Algorithms
4 10 (4.98%) Mathematics
4 10 (4.98%) Visualisation
5 9 (4.48%) Data Structures
6 8 (3.98%) Statistics
7 6 (2.99%) Fintech
8 5 (2.49%) Artificial Intelligence
8 5 (2.49%) Data Centre
9 3 (1.49%) Smart Energy
10 2 (1.00%) Applied Mathematics
10 2 (1.00%) DataPower
10 2 (1.00%) Management Information System
10 2 (1.00%) Replication
10 2 (1.00%) Wiki
11 1 (0.50%) Clustering
11 1 (0.50%) Cryptography
11 1 (0.50%) Grid Computing
Operating Systems
1 27 (13.43%) Unix
2 24 (11.94%) Linux
3 5 (2.49%) Windows
4 1 (0.50%) CentOS
4 1 (0.50%) Red Hat Enterprise Linux
4 1 (0.50%) Windows 10
Processes & Methodologies
1 69 (34.33%) Business Intelligence
2 65 (32.34%) MapReduce
3 57 (28.36%) Agile Software Development
4 50 (24.88%) Analytics
5 35 (17.41%) ETL
6 32 (15.92%) Data Modelling
7 29 (14.43%) E-Commerce
8 26 (12.94%) Data Analysis
9 24 (11.94%) Data Analytics
9 24 (11.94%) Machine Learning
10 18 (8.96%) Open Source
11 14 (6.97%) Web Application Development
12 13 (6.47%) Big Data Analytics
13 12 (5.97%) Scrum
14 11 (5.47%) Functional Programming
15 10 (4.98%) DevOps
15 10 (4.98%) Stakeholder Management
15 10 (4.98%) Statistical Analysis
16 9 (4.48%) Data Visualisation
17 8 (3.98%) Dashboard Development
Programming Languages
1 117 (58.21%) Java
2 71 (35.32%) SQL
3 66 (32.84%) Scala
4 62 (30.85%) Python
5 41 (20.40%) R
6 39 (19.40%) Shell Script
7 19 (9.45%) MATLAB
7 19 (9.45%) Perl
8 17 (8.46%) PL/SQL
9 16 (7.96%) Ruby
10 14 (6.97%) PHP
11 11 (5.47%) C#
12 6 (2.99%) Bash Shell
12 6 (2.99%) C
13 5 (2.49%) JavaScript
14 4 (1.99%) T-SQL
15 3 (1.49%) C++
15 3 (1.49%) Clojure
15 3 (1.49%) Groovy
16 2 (1.00%) VBA
Qualifications
1 12 (5.97%) Security Cleared
2 10 (4.98%) Degree
3 8 (3.98%) PhD
4 6 (2.99%) DV Cleared
Quality Assurance & Compliance
1 11 (5.47%) Data Quality
2 2 (1.00%) ISAE 3402
2 2 (1.00%) ISO/IEC 27001
2 2 (1.00%) QA
2 2 (1.00%) SSAE 16
3 1 (0.50%) PCI DSS
System Software
1 56 (27.86%) Apache Flume
2 54 (26.87%) HDFS
3 7 (3.48%) Apache ZooKeeper
4 3 (1.49%) Virtual Machines
5 2 (1.00%) Active Directory
5 2 (1.00%) VirtualBox
6 1 (0.50%) Ceph
6 1 (0.50%) Docker
Systems Management
1 22 (10.95%) Oozie
2 15 (7.46%) Hadoop YARN
3 9 (4.48%) Ambari
3 9 (4.48%) Puppet
4 7 (3.48%) Ansible
4 7 (3.48%) Opscode Chef
5 2 (1.00%) Control-M
5 2 (1.00%) Kibana
6 1 (0.50%) Ganglia
6 1 (0.50%) Kubernetes
6 1 (0.50%) Mesos
6 1 (0.50%) Nagios
Vendors
1 33 (16.42%) Oracle
2 30 (14.93%) Teradata
3 28 (13.93%) Informatica
4 27 (13.43%) Tableau
5 26 (12.94%) Cloudera
6 23 (11.44%) Hortonworks
7 15 (7.46%) Splunk
8 9 (4.48%) SAP
9 7 (3.48%) Microsoft
10 6 (2.99%) IBM
11 5 (2.49%) Greenplum
11 5 (2.49%) MapR
11 5 (2.49%) Talend
12 4 (1.99%) SaltStack
13 3 (1.49%) Vertica
14 1 (0.50%) Ab Initio
14 1 (0.50%) F5
14 1 (0.50%) GigaSpaces
14 1 (0.50%) Netezza
14 1 (0.50%) Terracotta
London
Parallel Consulting
Rate: Based on experience - Competitive
Posted: Yesterday