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 July 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 Jul 2016
Same period 2015 Same period 2014
Apache Pig
Rank 545 557 527
Rank change year-on-year
+12 -30
Contract jobs citing Apache Pig 77 63 80
As % of all contract IT jobs located in England 0.15% 0.12% 0.16%
As % of the Application Platforms category 0.84% 0.69% 0.92%
Number of daily rates quoted 47 30 44
Median daily rate £525 £500 £538
Median daily rate % change year-on-year
+5.00% -6.97%
90% offered a daily rate of more than £419 £423 £415
10% offered a daily rate of more than £710 £605 £650
UK excluding London median daily rate £525 £450 £520
% change year-on-year
+16.66% -13.46%
Number of hourly rates quoted 0 1 0
Median hourly rate - £33.55 -
UK excluding London median hourly rate - £33.55 -
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
9144 9081 8653
As % of all contract IT jobs located in England 18.36% 17.55% 17.51%
Number of daily rates quoted 6135 5859 5171
Median daily rate £425 £380 £375
Median daily rate % change year-on-year
+11.84% +1.33%
90% offered a daily rate of more than £270 £230 £225
10% offered a daily rate of more than £550 £529 £500
UK excluding London median daily rate £400 £360 £350
% change year-on-year
+11.11% +2.85%
Number of hourly rates quoted 229 278 369
Median hourly rate £26.00 £21.00 £18.00
Median hourly rate % change year-on-year
+23.80% +16.66%
90% offered a hourly rate of more than £12.50 £12.50 £11.50
10% offered a hourly rate of more than £45.50 £42.00 £36.00
UK excluding London median hourly rate £28.00 £21.15 £16.50
% change year-on-year
+32.41% +28.15%

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 July 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 July 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 +1 34 £500 - 11
South East - 25 £500 - 2
Yorkshire +8 11 £550 +41.02%
West Midlands -21 4 £550 -
South West - 3 £400 - 3
Apache Pig
UK

Apache Pig
Top 30 Related IT Skills in England

For the 6 months to 29 July 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.

1 202 (95.28%) Apache Hive
2 196 (92.45%) Hadoop
3 183 (86.32%) Big Data
4 127 (59.91%) Java
5 101 (47.64%) Apache Spark
6 81 (38.21%) HBase
7 71 (33.49%) MapReduce
8 69 (32.55%) SQL
9 68 (32.08%) Scala
10 67 (31.60%) Python
11 66 (31.13%) Business Intelligence
12 61 (28.77%) Apache Flume
13 59 (27.83%) HDFS
14 57 (26.89%) Agile Software Development
15 48 (22.64%) Analytics
15 48 (22.64%) NoSQL
16 46 (21.70%) Sqoop
17 43 (20.28%) R
18 42 (19.81%) ETL
19 39 (18.40%) Shell Script
19 39 (18.40%) Oracle
20 37 (17.45%) Data Modelling
21 36 (16.98%) Apache Cassandra
22 34 (16.04%) MongoDB
23 33 (15.57%) SAS
24 32 (15.09%) Informatica
24 32 (15.09%) Unix
25 31 (14.62%) Teradata
25 31 (14.62%) Cloudera
25 31 (14.62%) Kafka

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
1 101 (47.64%) Apache Spark
2 33 (15.57%) SAS
3 10 (4.72%) Elasticsearch
4 9 (4.25%) Apache
5 5 (2.36%) Apache Solr
6 4 (1.89%) Confluence
7 2 (0.94%) SharePoint
8 1 (0.47%) DNN
8 1 (0.47%) GemFire
8 1 (0.47%) IPython
8 1 (0.47%) Oracle Coherence
Applications
1 20 (9.43%) SPSS
2 12 (5.66%) Stata
3 2 (0.94%) MS Excel
Cloud Services
1 18 (8.49%) Microsoft Azure
2 15 (7.08%) Amazon AWS
3 12 (5.66%) Amazon EMR
4 3 (1.42%) Amazon EC2
4 3 (1.42%) Amazon S3
5 1 (0.47%) Amazon Kinesis
5 1 (0.47%) Cloud Computing
5 1 (0.47%) GitHub
5 1 (0.47%) Heroku
5 1 (0.47%) IaaS
5 1 (0.47%) SaaS
Communications & Networking
1 5 (2.36%) Kerberos
1 5 (2.36%) LDAP
2 1 (0.47%) Internet
2 1 (0.47%) SAN
2 1 (0.47%) Wi-Fi
Database & Business Intelligence
1 202 (95.28%) Apache Hive
2 196 (92.45%) Hadoop
3 183 (86.32%) Big Data
4 81 (38.21%) HBase
5 48 (22.64%) NoSQL
6 46 (21.70%) Sqoop
7 36 (16.98%) Apache Cassandra
8 34 (16.04%) MongoDB
9 23 (10.85%) Relational Database
10 22 (10.38%) Data Mining
11 21 (9.91%) Impala
12 20 (9.43%) SQL Server
13 19 (8.96%) MySQL
14 17 (8.02%) Data Warehouse
15 16 (7.55%) QlikView
16 12 (5.66%) CouchDB
17 10 (4.72%) Apache Accumulo
17 10 (4.72%) Data Lake
18 9 (4.25%) Power BI
19 8 (3.77%) Neo4j
Development Applications
1 7 (3.30%) Git (software)
2 6 (2.83%) Jenkins
2 6 (2.83%) JIRA
2 6 (2.83%) Subversion
3 5 (2.36%) Talend Open Studio
3 5 (2.36%) Vagrant
4 2 (0.94%) Atlassian Bamboo
4 2 (0.94%) Bitbucket
4 2 (0.94%) Cucumber
4 2 (0.94%) JUnit
4 2 (0.94%) PigUnit
4 2 (0.94%) PyUnit
4 2 (0.94%) RSpec
4 2 (0.94%) Selenium
4 2 (0.94%) Yeoman
5 1 (0.47%) GitLab
5 1 (0.47%) Hudson
5 1 (0.47%) Maven
5 1 (0.47%) Mercurial
General
1 30 (14.15%) Finance
2 13 (6.13%) Banking
3 10 (4.72%) Retail
4 3 (1.42%) Legal
4 3 (1.42%) Retail Banking
5 2 (0.94%) Advertising
5 2 (0.94%) Games
5 2 (0.94%) Investment Banking
5 2 (0.94%) Publishing
5 2 (0.94%) Telecoms
6 1 (0.47%) Front Office
6 1 (0.47%) Marketing
Job Titles
1 78 (36.79%) Developer
2 54 (25.47%) Hadoop Developer
3 40 (18.87%) Architect
4 37 (17.45%) Big Data Developer
5 30 (14.15%) Data Engineer
6 28 (13.21%) Data Architect
7 26 (12.26%) Big Data Architect
7 26 (12.26%) Big Data Engineer
8 24 (11.32%) Hadoop Architect
9 21 (9.91%) Data Scientist
10 16 (7.55%) Consultant
10 16 (7.55%) Senior Developer
11 15 (7.08%) Hadoop Engineer
12 14 (6.60%) Senior Hadoop Developer
13 13 (6.13%) Business Intelligence Developer
13 13 (6.13%) Java Developer
14 11 (5.19%) Programmer
14 11 (5.19%) SQL BI Developer
14 11 (5.19%) SQL Developer
15 10 (4.72%) Machine Learning Scientist
Libraries, Frameworks & Software Standards
1 31 (14.62%) Kafka
2 15 (7.08%) HTML
3 14 (6.60%) Apache Tez
3 14 (6.60%) CSS
4 13 (6.13%) Spark Streaming
5 12 (5.66%) Ruby on Rails
6 8 (3.77%) J2EE
6 8 (3.77%) Pandas
6 8 (3.77%) scikit-learn
6 8 (3.77%) SciPy
7 7 (3.30%) Hibernate
7 7 (3.30%) XML
8 6 (2.83%) Apache Camel
8 6 (2.83%) Cascading
8 6 (2.83%) JSON
8 6 (2.83%) NumPy
9 5 (2.36%) Java EE
9 5 (2.36%) JDBC
10 4 (1.89%) jQuery
10 4 (1.89%) ODBC
Miscellaneous
1 18 (8.49%) Analytical Skills
2 12 (5.66%) Algorithms
2 12 (5.66%) Performance Metrics
3 11 (5.19%) Computer Science
4 10 (4.72%) Mathematics
4 10 (4.72%) Statistics
4 10 (4.72%) Visualisation
5 6 (2.83%) Artificial Intelligence
6 5 (2.36%) Data Centre
6 5 (2.36%) Fintech
7 4 (1.89%) iSeries
8 3 (1.42%) Data Structures
8 3 (1.42%) Management Information System
8 3 (1.42%) Smart Energy
9 2 (0.94%) Cryptography
9 2 (0.94%) Data Integration
9 2 (0.94%) Data Protection Act
9 2 (0.94%) PKI
9 2 (0.94%) Replication
9 2 (0.94%) Wiki
Operating Systems
1 32 (15.09%) Unix
2 24 (11.32%) Linux
3 2 (0.94%) Windows
4 1 (0.47%) CentOS
4 1 (0.47%) Red Hat Enterprise Linux
4 1 (0.47%) Windows 10
Processes & Methodologies
1 71 (33.49%) MapReduce
2 66 (31.13%) Business Intelligence
3 57 (26.89%) Agile Software Development
4 48 (22.64%) Analytics
5 42 (19.81%) ETL
6 37 (17.45%) Data Modelling
7 29 (13.68%) Data Analysis
8 25 (11.79%) E-Commerce
9 24 (11.32%) Machine Learning
10 23 (10.85%) Data Analytics
11 18 (8.49%) Open Source
12 14 (6.60%) Big Data Analytics
12 14 (6.60%) Web Application Development
13 13 (6.13%) Scrum
13 13 (6.13%) Stakeholder Management
14 12 (5.66%) Functional Programming
15 11 (5.19%) Data Architecture
16 10 (4.72%) Statistical Analysis
17 9 (4.25%) DevOps
17 9 (4.25%) Software Engineering
Programming Languages
1 127 (59.91%) Java
2 69 (32.55%) SQL
3 68 (32.08%) Scala
4 67 (31.60%) Python
5 43 (20.28%) R
6 39 (18.40%) Shell Script
7 23 (10.85%) Perl
8 19 (8.96%) MATLAB
8 19 (8.96%) PL/SQL
9 17 (8.02%) Ruby
10 14 (6.60%) PHP
11 11 (5.19%) C#
12 8 (3.77%) C
13 7 (3.30%) Bash Shell
14 5 (2.36%) C++
15 4 (1.89%) JavaScript
16 3 (1.42%) Clojure
16 3 (1.42%) Groovy
16 3 (1.42%) HiveQL
17 2 (0.94%) VBA
Qualifications
1 13 (6.13%) Security Cleared
2 11 (5.19%) PhD
3 6 (2.83%) Degree
4 5 (2.36%) DV Cleared
5 1 (0.47%) CISSP
5 1 (0.47%) SC Cleared
Quality Assurance & Compliance
1 11 (5.19%) Data Quality
2 3 (1.42%) ISAE 3402
2 3 (1.42%) ISO/IEC 27001
2 3 (1.42%) SSAE 16
3 2 (0.94%) PCI DSS
3 2 (0.94%) QA
System Software
1 61 (28.77%) Apache Flume
2 59 (27.83%) HDFS
3 6 (2.83%) Active Directory
3 6 (2.83%) Apache ZooKeeper
4 3 (1.42%) Docker
4 3 (1.42%) Virtual Machines
5 2 (0.94%) Ceph
5 2 (0.94%) VirtualBox
Systems Management
1 24 (11.32%) Oozie
2 18 (8.49%) Hadoop YARN
3 9 (4.25%) Ansible
4 8 (3.77%) Ambari
4 8 (3.77%) Puppet
5 7 (3.30%) Opscode Chef
6 5 (2.36%) Control-M
7 2 (0.94%) Kibana
8 1 (0.47%) Ganglia
8 1 (0.47%) Nagios
Vendors
1 39 (18.40%) Oracle
2 32 (15.09%) Informatica
3 31 (14.62%) Cloudera
3 31 (14.62%) Teradata
4 25 (11.79%) Tableau
5 19 (8.96%) Hortonworks
6 16 (7.55%) Splunk
7 10 (4.72%) Microsoft
7 10 (4.72%) SAP
8 6 (2.83%) MapR
9 5 (2.36%) Greenplum
9 5 (2.36%) IBM
9 5 (2.36%) Talend
10 4 (1.89%) SaltStack
11 3 (1.42%) Platfora
11 3 (1.42%) Vertica
12 2 (0.94%) Ab Initio
12 2 (0.94%) Cognos
13 1 (0.47%) HP
13 1 (0.47%) Netezza