The following table provides summary statistics for contract job vacancies advertised in Gloucestershire 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 23 March 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.

3 months to
23 Mar 2017
Same period 2016 Same period 2015
Apache Pig
South West / Gloucestershire
Rank 42 45 -
Rank change year-on-year +3 -  
Contract jobs citing Apache Pig 4 3 0
As % of all contract IT jobs advertised in Gloucestershire 1.22% 0.68% -
As % of the Application Platforms category 5.71% 4.84% -
Number of daily rates quoted 2 0 0
Median daily rate £500 - -
UK excluding London median daily rate £475 £450 £450
% change year-on-year +5.55% -  
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 Gloucestershire with a requirement for application platform skills.

Contract Application Platform Skills
Gloucestershire
Contract job vacancies with a requirement for application platform skills 70 62 75
As % of all contract IT job vacancies advertised in Gloucestershire 21.28% 14.06% 16.59%
Number of daily rates quoted 48 43 31
Median daily rate £375 £450 £406
Median daily rate % change year-on-year -16.66% +10.76%  
90% offered a daily rate of more than £120 £240 £363
10% offered a daily rate of more than £500 £550 £473
UK excluding London median daily rate £400 £388 £375
% change year-on-year +3.22% +3.33%  
Number of hourly rates quoted 1 2 1
Median hourly rate £25.00 £8.50 £20.00
Median hourly rate % change year-on-year +194.11% -57.50%  
UK excluding London median hourly rate £17.00 £18.00 £16.00
% change year-on-year -5.55% +12.50%  

Apache Pig
Job Vacancy Trend in Gloucestershire

The job posting trend of jobs advertised in Gloucestershire 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 Gloucestershire

Apache Pig
Contractor Daily Rate Trend in Gloucestershire

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

Contractor daily rate trend for Apache Pig in Gloucestershire

Apache Pig
Top 30 Related IT Skills in Gloucestershire

For the 6 months to 23 March 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 Gloucestershire region with a requirement for Apache Pig.

1 5 (100.00%) Hadoop
2 4 (80.00%) Big Data
2 4 (80.00%) Agile Software Development
2 4 (80.00%) Software Engineering
2 4 (80.00%) Security Cleared
2 4 (80.00%) Java
2 4 (80.00%) JavaScript
3 3 (60.00%) C
3 3 (60.00%) DV Cleared
3 3 (60.00%) Apache Hive
3 3 (60.00%) Cybersecurity
3 3 (60.00%) Apache Spark
4 2 (40.00%) Mobile Development
4 2 (40.00%) Apache Camel
4 2 (40.00%) DevOps
4 2 (40.00%) Kibana
4 2 (40.00%) Mentoring
4 2 (40.00%) Coaching
4 2 (40.00%) Elasticsearch
4 2 (40.00%) REST
4 2 (40.00%) MongoDB
4 2 (40.00%) NoSQL
4 2 (40.00%) Apple iOS
4 2 (40.00%) Confluence
4 2 (40.00%) Bitbucket
4 2 (40.00%) Apache Accumulo
4 2 (40.00%) Jenkins
4 2 (40.00%) OrientDB
4 2 (40.00%) Twitter Bootstrap
4 2 (40.00%) User Stories

Apache Pig
Top Related IT Skills in Gloucestershire 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 3 (60.00%) Apache Spark
2 2 (40.00%) Apache
2 2 (40.00%) Confluence
2 2 (40.00%) Elasticsearch
2 2 (40.00%) WebLogic
Business Applications
1 1 (20.00%) SAP Oil and Gas
Cloud Services
1 1 (20.00%) Azure Machine Learning
1 1 (20.00%) Microsoft Azure
Database & Business Intelligence
1 5 (100.00%) Hadoop
2 4 (80.00%) Big Data
3 3 (60.00%) Apache Hive
4 2 (40.00%) Apache Accumulo
4 2 (40.00%) MongoDB
4 2 (40.00%) NoSQL
4 2 (40.00%) OrientDB
5 1 (20.00%) SQL Server
Development Applications
1 2 (40.00%) Atlassian Bamboo
1 2 (40.00%) Bitbucket
1 2 (40.00%) Jenkins
1 2 (40.00%) JIRA
1 2 (40.00%) Selenium
General
1 2 (40.00%) Games
2 1 (20.00%) Electronics
2 1 (20.00%) Finance
2 1 (20.00%) Manufacturing
2 1 (20.00%) Marketing
2 1 (20.00%) Telecoms
Job Titles
1 3 (60.00%) Java Engineer
1 3 (60.00%) Java Software Engineer
1 3 (60.00%) Software Engineer
2 2 (40.00%) C# Software Engineer
2 2 (40.00%) C++ Software Engineer
2 2 (40.00%) J2EE Software Engineer
2 2 (40.00%) Java J2EE Software Engineer
2 2 (40.00%) Python Software Engineer
3 1 (20.00%) Author
3 1 (20.00%) Big Data Developer
3 1 (20.00%) Big Data Engineer
3 1 (20.00%) Data Engineer
3 1 (20.00%) Developer
3 1 (20.00%) DV Cleared Software Engineer
3 1 (20.00%) Java Developer
Libraries, Frameworks & Software Standards
1 2 (40.00%) Apache Camel
1 2 (40.00%) CSS
1 2 (40.00%) EJB
1 2 (40.00%) Hibernate
1 2 (40.00%) HTML
1 2 (40.00%) J2EE
1 2 (40.00%) Java EE
1 2 (40.00%) jQuery
1 2 (40.00%) REST
1 2 (40.00%) Spring
1 2 (40.00%) STL
1 2 (40.00%) Twitter Bootstrap
1 2 (40.00%) XML
2 1 (20.00%) SparkR
Miscellaneous
1 2 (40.00%) Wiki
2 1 (20.00%) Cyberthreat
Operating Systems
1 2 (40.00%) Android
1 2 (40.00%) Apple iOS
Processes & Methodologies
1 4 (80.00%) Agile Software Development
1 4 (80.00%) Software Engineering
2 3 (60.00%) Cybersecurity
3 2 (40.00%) Coaching
3 2 (40.00%) DevOps
3 2 (40.00%) ITIL
3 2 (40.00%) Mentoring
3 2 (40.00%) Mobile Development
3 2 (40.00%) Multithreading
3 2 (40.00%) OO
3 2 (40.00%) OOD
3 2 (40.00%) Requirements Analysis
3 2 (40.00%) Scrum
3 2 (40.00%) Service Delivery
3 2 (40.00%) User Stories
4 1 (20.00%) Business Intelligence
4 1 (20.00%) Digital Marketing
4 1 (20.00%) MapReduce
4 1 (20.00%) Predictive Modelling
4 1 (20.00%) Programme Management
Programming Languages
1 4 (80.00%) Java
1 4 (80.00%) JavaScript
2 3 (60.00%) C
3 2 (40.00%) C#
3 2 (40.00%) C++
3 2 (40.00%) Embedded C
3 2 (40.00%) Objective-C
3 2 (40.00%) Python
3 2 (40.00%) Ruby
4 1 (20.00%) R
4 1 (20.00%) Scala
Qualifications
1 4 (80.00%) Security Cleared
2 3 (60.00%) DV Cleared
Systems Management
1 2 (40.00%) Kibana
Vendors
1 1 (20.00%) SAP