Period
to 14 December 2018

The following table provides summary statistics for permanent job vacancies advertised in the East of England with a requirement for Apache Pig skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Apache Pig over the 6 months to 14 December 2018 with a comparison to the same period in the previous 2 years.

Apache Pig
England > East of England
6 months to
14 Dec 2018
Same period 2017 Same period 2016
Rank 310 343 362
Rank change year-on-year +33 +19 -8
Permanent jobs citing Apache Pig 14 9 6
As % of all permanent IT jobs advertised in the East of England 0.14% 0.074% 0.046%
As % of the Application Platforms category 0.94% 0.51% 0.27%
Number of salaries quoted 2 3 6
East of England median annual salary £75,000 £80,000 £75,000
Median salary % change year-on-year -6.25% +6.67% +50.00%
10th Percentile £72,500 £67,500 £40,000
90th Percentile £77,500 £90,000 £80,625
England median annual salary £75,000 £70,000 £57,500
% change year-on-year +7.14% +21.74% -17.86%

Apache Pig is in the Application Platforms category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the East of England with a requirement for application platform skills.

All Application Platform Skills
East of England
Permanent vacancies with a requirement for application platform skills 1,494 1,778 2,258
As % of all permanent IT jobs advertised in the East of England 15.10% 14.67% 17.38%
Number of salaries quoted 1,086 1,399 1,867
East of England median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - +3.45%
10th Percentile £26,750 £26,250 £27,000
90th Percentile £72,500 £71,250 £67,500
England median annual salary £50,000 £47,500 £46,500
% change year-on-year +5.26% +2.15% +3.33%

Apache Pig
Job Vacancy Trend in the East of England

Job postings citing Apache Pig as a percentage of all IT jobs advertised in the East of England.

Job vacancy trend for Apache Pig in the East of England

Apache Pig
Salary Trend in the East of England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Apache Pig in the East of England.

Salary trend for Apache Pig in the East of England

Apache Pig
Job Locations in the East of England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Apache Pig within the East of England region over the 6 months to 14 December 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Suffolk - 6 - -
Cambridgeshire - 5 - -
Essex +11 2 £75,000 +3.45%
Hertfordshire - 1 - -
Apache Pig
England

For the 6 months to 14 December 2018, IT jobs citing Apache Pig also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the East of England region with a requirement for Apache Pig.

1 14 (100.00%) Hadoop
1 14 (100.00%) Apache Hive
2 13 (92.86%) Linux
3 11 (78.57%) SSL
3 11 (78.57%) TCP/IP
3 11 (78.57%) Firewall
3 11 (78.57%) Puppet
3 11 (78.57%) Git (software)
4 9 (64.29%) Big Data
4 9 (64.29%) Java
5 8 (57.14%) JavaScript
5 8 (57.14%) MySQL
5 8 (57.14%) SQL Server
5 8 (57.14%) SOAP
5 8 (57.14%) REST
5 8 (57.14%) Spring MVC
5 8 (57.14%) Agile Software Development
5 8 (57.14%) Java EE
5 8 (57.14%) Apache Spark
6 7 (50.00%) HDFS
6 7 (50.00%) Analytics
6 7 (50.00%) Sqoop
6 7 (50.00%) Python
6 7 (50.00%) Oracle
7 6 (42.86%) .NET
7 6 (42.86%) PHP
7 6 (42.86%) C
7 6 (42.86%) C#
7 6 (42.86%) C++
7 6 (42.86%) MCSE

Apache Pig
Co-occurring IT Skills in the East of 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 8 (57.14%) Apache Spark
2 5 (35.71%) Apache Solr
2 5 (35.71%) SAS
3 2 (14.29%) Apache
3 2 (14.29%) Apache Geronimo
3 2 (14.29%) GlassFish
3 2 (14.29%) JBoss
3 2 (14.29%) Tomcat
3 2 (14.29%) WebSphere
Applications
1 2 (14.29%) Weka
Communications & Networking
1 11 (78.57%) Firewall
1 11 (78.57%) SSL
1 11 (78.57%) TCP/IP
2 6 (42.86%) HTTP
3 5 (35.71%) DNS
3 5 (35.71%) Kerberos
Database & Business Intelligence
1 14 (100.00%) Apache Hive
1 14 (100.00%) Hadoop
2 9 (64.29%) Big Data
3 8 (57.14%) MySQL
3 8 (57.14%) SQL Server
4 7 (50.00%) Sqoop
5 5 (35.71%) Apache Zeppelin
5 5 (35.71%) HBase
5 5 (35.71%) Power BI
6 2 (14.29%) CouchDB
6 2 (14.29%) Mahout
6 2 (14.29%) MongoDB
6 2 (14.29%) Neo4j
6 2 (14.29%) NoSQL
6 2 (14.29%) PostgreSQL
6 2 (14.29%) RDBMS
6 2 (14.29%) Relational Database
Development Applications
1 11 (78.57%) Git (software)
2 6 (42.86%) Atlassian Bamboo
2 6 (42.86%) Bitbucket
2 6 (42.86%) CodeSonar
2 6 (42.86%) git-flow
2 6 (42.86%) JIRA
2 6 (42.86%) Robot Framework
2 6 (42.86%) Selenium
3 2 (14.29%) Ant
3 2 (14.29%) Gradle
3 2 (14.29%) Maven
General
1 6 (42.86%) Retail
Job Titles
1 6 (42.86%) C++ Software Engineer
1 6 (42.86%) Java Engineer
1 6 (42.86%) Java Software Engineer
1 6 (42.86%) Software Engineer
2 5 (35.71%) Administrator
2 5 (35.71%) Hadoop Administrator
3 2 (14.29%) Agile Developer
3 2 (14.29%) Agile Java Developer
3 2 (14.29%) Developer
3 2 (14.29%) Java Developer
3 2 (14.29%) Java Swing Developer
3 2 (14.29%) Lead Developer
3 2 (14.29%) Lead Java Developer
4 1 (7.14%) Data Scientist
Libraries, Frameworks & Software Standards
1 8 (57.14%) Java EE
1 8 (57.14%) REST
1 8 (57.14%) SOAP
1 8 (57.14%) Spring MVC
2 6 (42.86%) .NET
2 6 (42.86%) .NET Framework
2 6 (42.86%) ASP.NET
2 6 (42.86%) Django
2 6 (42.86%) LAMP
2 6 (42.86%) Node.js
2 6 (42.86%) RabbitMQ
2 6 (42.86%) STL
3 5 (35.71%) Kafka
3 5 (35.71%) LDAP
3 5 (35.71%) SparkR
4 2 (14.29%) FreeMarker
4 2 (14.29%) Hibernate
4 2 (14.29%) JMS
4 2 (14.29%) JPA
4 2 (14.29%) TopLink
Miscellaneous
1 1 (7.14%) Algorithms
1 1 (7.14%) Analytical Mindset
1 1 (7.14%) Analytical Skills
1 1 (7.14%) Data Structures
Operating Systems
1 13 (92.86%) Linux
2 6 (42.86%) Android
2 6 (42.86%) Apple iOS
2 6 (42.86%) Mac OS X
2 6 (42.86%) Windows
3 5 (35.71%) Unix
3 5 (35.71%) VMS
Processes & Methodologies
1 8 (57.14%) Agile Software Development
2 7 (50.00%) Analytics
3 6 (42.86%) API Design
3 6 (42.86%) Cybersecurity
3 6 (42.86%) Ethical Hacking
3 6 (42.86%) Kanban
3 6 (42.86%) MapReduce
3 6 (42.86%) Multithreading
3 6 (42.86%) Penetration Testing
3 6 (42.86%) Requirements Analysis
3 6 (42.86%) Reverse Engineering
3 6 (42.86%) Scrum
3 6 (42.86%) Software Engineering
3 6 (42.86%) Systems Engineering
3 6 (42.86%) Test Automation
3 6 (42.86%) User Stories
4 5 (35.71%) Capacity Planning
4 5 (35.71%) Configuration Management
4 5 (35.71%) Disaster Recovery
4 5 (35.71%) Load Balancing
Programming Languages
1 9 (64.29%) Java
2 8 (57.14%) JavaScript
3 7 (50.00%) Python
4 6 (42.86%) Bash Shell
4 6 (42.86%) C
4 6 (42.86%) C#
4 6 (42.86%) C++
4 6 (42.86%) Objective-C
4 6 (42.86%) PHP
4 6 (42.86%) PowerShell
5 5 (35.71%) SQL
6 2 (14.29%) PL/SQL
6 2 (14.29%) T-SQL
7 1 (7.14%) R
7 1 (7.14%) Scala
Qualifications
1 6 (42.86%) CCNA
1 6 (42.86%) Cisco Certification
1 6 (42.86%) CISSP
1 6 (42.86%) CompTIA Security+
1 6 (42.86%) DV Cleared
1 6 (42.86%) GIAC
1 6 (42.86%) Linux+ Certification
1 6 (42.86%) MCSE
1 6 (42.86%) Microsoft Certification
1 6 (42.86%) Network+ Certification
1 6 (42.86%) SANS
1 6 (42.86%) Security Cleared
1 6 (42.86%) SSCP
2 1 (7.14%) Degree
2 1 (7.14%) Numerate Degree
System Software
1 7 (50.00%) HDFS
2 6 (42.86%) Docker
2 6 (42.86%) vSphere
3 5 (35.71%) Active Directory
3 5 (35.71%) Apache ZooKeeper
3 5 (35.71%) Virtual Machines
Systems Management
1 11 (78.57%) Puppet
2 6 (42.86%) Salt
3 5 (35.71%) Ambari
3 5 (35.71%) Hadoop YARN
3 5 (35.71%) Oozie
Vendors
1 7 (50.00%) Oracle
2 6 (42.86%) Microsoft
3 5 (35.71%) SAP
4 2 (14.29%) Alteryx
4 2 (14.29%) Tableau