The following table provides summary statistics for contract job vacancies advertised in the South West with a requirement for Apache Pig skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Apache Pig over the 3 months to 27 June 2017 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Apache Pig
England / South West
3 months to
27 Jun 2017
Same period 2016 Same period 2015
Rank 127 - -
Rank change year-on-year - 0  
Contract jobs citing Apache Pig 10 0 0
As % of all contract IT jobs advertised in the South West 0.37% - -
As % of the Application Platforms category 2.51% - -
Number of daily rates quoted 6 0 0
Median daily rate £424 - -
UK excluding London median daily rate £438 £500 £450
% change year-on-year -12.50% +11.11%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - - -

Apache Pig is in the application platform skills category. The next table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in the South West with a requirement for application platform skills.

Contract Application Platform Skills
South West
Contract job vacancies with a requirement for application platform skills 398 535 510
As % of all contract IT job vacancies advertised in the South West 14.57% 17.95% 16.56%
Number of daily rates quoted 242 378 349
Median daily rate £375 £375 £350
Median daily rate % change year-on-year - +7.14%  
90% offered a daily rate of more than £250 £225 £225
10% offered a daily rate of more than £475 £550 £475
UK excluding London median daily rate £400 £390 £350
% change year-on-year +2.56% +11.42%  
Number of hourly rates quoted 27 15 32
Median hourly rate £47.50 £42.50 £20.19
Median hourly rate % change year-on-year +11.76% +110.55%  
90% offered a hourly rate of more than £39.50 £27.45 £13.00
10% offered a hourly rate of more than £50.00 £50.00 £37.00
UK excluding London median hourly rate £27.50 £26.00 £21.00
% change year-on-year +5.76% +23.80%  

Apache Pig
Job Vacancy Trend in the South West

The job posting trend of jobs advertised in the South West citing Apache Pig as a proportion of all contract or permanent IT jobs with a match in the Application Platforms category.

Job vacancy trend for Apache Pig in the South West

Apache Pig
Contractor Daily Rate Trend in the South West

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

Contractor daily rate trend for Apache Pig in the South West

Apache Pig
Contract Job Locations in the South West

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 South West region over the 3 months to 27 June 2017. 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 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
Somerset - 6 £424 -
Devon - 1 - -
Apache Pig
England

For the 6 months to 27 June 2017, 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 South West region with a requirement for Apache Pig.

1 13 (92.86%) Hadoop
2 12 (85.71%) Apache Hive
3 11 (78.57%) Java
4 10 (71.43%) Agile Software Development
4 10 (71.43%) Big Data
4 10 (71.43%) Apache Spark
5 8 (57.14%) Apache Accumulo
5 8 (57.14%) HBase
5 8 (57.14%) Open Source
6 7 (50.00%) Vagrant
6 7 (50.00%) Oozie
6 7 (50.00%) Ansible
6 7 (50.00%) Docker
6 7 (50.00%) Continuous Delivery
6 7 (50.00%) Software Engineering
7 6 (42.86%) Scrum
7 6 (42.86%) Linux
7 6 (42.86%) Machine Learning
7 6 (42.86%) Microsoft Azure
8 5 (35.71%) Amazon AWS
8 5 (35.71%) Cloudera
8 5 (35.71%) Data Analytics
8 5 (35.71%) Analytics
8 5 (35.71%) TDD
9 4 (28.57%) Security Cleared
10 3 (21.43%) Spring
10 3 (21.43%) Hibernate
10 3 (21.43%) JavaScript
10 3 (21.43%) C
11 2 (14.29%) C#

Apache Pig
Co-occurring IT Skills in the South West 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 10 (71.43%) Apache Spark
2 2 (14.29%) Apache
2 2 (14.29%) Elasticsearch
2 2 (14.29%) WebLogic
3 1 (7.14%) Apache Solr
3 1 (7.14%) Confluence
Cloud Services
1 6 (42.86%) Microsoft Azure
2 5 (35.71%) Amazon AWS
3 1 (7.14%) Azure Machine Learning
3 1 (7.14%) Cloud Computing
Database & Business Intelligence
1 13 (92.86%) Hadoop
2 12 (85.71%) Apache Hive
3 10 (71.43%) Big Data
4 8 (57.14%) Apache Accumulo
4 8 (57.14%) HBase
5 2 (14.29%) Data Warehouse
5 2 (14.29%) Enterprise Data Warehouse
5 2 (14.29%) MongoDB
6 1 (7.14%) NoSQL
6 1 (7.14%) OrientDB
6 1 (7.14%) SQL Server
Development Applications
1 7 (50.00%) Vagrant
2 1 (7.14%) Atlassian Bamboo
2 1 (7.14%) Bitbucket
2 1 (7.14%) Eclipse
2 1 (7.14%) Git (software)
2 1 (7.14%) IntelliJ
2 1 (7.14%) Jenkins
2 1 (7.14%) JIRA
2 1 (7.14%) NetBeans
2 1 (7.14%) Selenium
General
1 2 (14.29%) Games
2 1 (7.14%) Finance
Job Titles
1 9 (64.29%) Developer
1 9 (64.29%) Java Developer
2 2 (14.29%) C# Software Engineer
2 2 (14.29%) C++ Software Engineer
2 2 (14.29%) Cloud Developer
2 2 (14.29%) Hadoop Developer
2 2 (14.29%) J2EE Software Engineer
2 2 (14.29%) Java Engineer
2 2 (14.29%) Java Hadoop Developer
2 2 (14.29%) Java J2EE Software Engineer
2 2 (14.29%) Java Software Engineer
2 2 (14.29%) Python Software Engineer
2 2 (14.29%) Software Engineer
3 1 (7.14%) Agile Developer
3 1 (7.14%) Agile Java Developer
3 1 (7.14%) Big Data Developer
3 1 (7.14%) Designer
3 1 (7.14%) Java Software Developer
3 1 (7.14%) Lead Software Developer
3 1 (7.14%) Software Manager
Libraries, Frameworks & Software Standards
1 3 (21.43%) Hibernate
1 3 (21.43%) Spring
2 2 (14.29%) EJB
2 2 (14.29%) J2EE
2 2 (14.29%) Java EE
2 2 (14.29%) STL
3 1 (7.14%) Apache Camel
3 1 (7.14%) CSS
3 1 (7.14%) ggplot2
3 1 (7.14%) HTML
3 1 (7.14%) JPA
3 1 (7.14%) jQuery
3 1 (7.14%) REST
3 1 (7.14%) SparkR
3 1 (7.14%) Spring Boot
3 1 (7.14%) Spring Cloud
3 1 (7.14%) Twitter Bootstrap
3 1 (7.14%) Web Services
3 1 (7.14%) XML
Miscellaneous
1 2 (14.29%) Greenfield Project
2 1 (7.14%) Analytical Skills
2 1 (7.14%) Computer Science
2 1 (7.14%) Cyberthreat
2 1 (7.14%) Wiki
Operating Systems
1 6 (42.86%) Linux
2 2 (14.29%) Android
2 2 (14.29%) Apple iOS
Processes & Methodologies
1 10 (71.43%) Agile Software Development
2 8 (57.14%) Open Source
3 7 (50.00%) Continuous Delivery
3 7 (50.00%) Software Engineering
4 6 (42.86%) Machine Learning
4 6 (42.86%) Scrum
5 5 (35.71%) Analytics
5 5 (35.71%) Data Analytics
5 5 (35.71%) TDD
6 2 (14.29%) Coaching
6 2 (14.29%) Cybersecurity
6 2 (14.29%) Data Modelling
6 2 (14.29%) ETL
6 2 (14.29%) Mentoring
6 2 (14.29%) Mobile Development
6 2 (14.29%) Multithreading
6 2 (14.29%) Test Automation
6 2 (14.29%) User Stories
7 1 (7.14%) Data Transformation
7 1 (7.14%) DevOps
Programming Languages
1 11 (78.57%) Java
2 3 (21.43%) C
2 3 (21.43%) JavaScript
3 2 (14.29%) C#
3 2 (14.29%) C++
3 2 (14.29%) Embedded C
3 2 (14.29%) Objective-C
3 2 (14.29%) Python
4 1 (7.14%) R
4 1 (7.14%) Ruby
4 1 (7.14%) Scala
4 1 (7.14%) SQL
4 1 (7.14%) T-SQL
Qualifications
1 4 (28.57%) Security Cleared
2 2 (14.29%) DV Cleared
3 1 (7.14%) BPSS Clearance
3 1 (7.14%) Computer Science Degree
3 1 (7.14%) Degree
3 1 (7.14%) SC Cleared
Quality Assurance & Compliance
1 1 (7.14%) GDPR
System Software
1 7 (50.00%) Docker
2 1 (7.14%) HDFS
Systems Management
1 7 (50.00%) Ansible
1 7 (50.00%) Oozie
2 1 (7.14%) Hadoop YARN
2 1 (7.14%) Kibana
Vendors
1 5 (35.71%) Cloudera
2 2 (14.29%) Informatica
2 2 (14.29%) Teradata