Period
to 25 June 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 25 June 2018 with a comparison to the same period in the previous 2 years.

Apache Pig
England > East of England
6 months to
25 Jun 2018
Same period 2017 Same period 2016
Rank 350 346 374
Rank change year-on-year -4 +28 +18
Permanent jobs citing Apache Pig 17 20 10
As % of all permanent IT jobs advertised in the East of England 0.14% 0.16% 0.071%
As % of the Application Platforms category 0.93% 0.90% 0.43%
Number of salaries quoted 14 17 4
East of England median annual salary £75,000 £55,000 £60,000
Median salary % change year-on-year +36.36% -8.33% -14.29%
10th Percentile £43,770 £47,500 £56,500
90th Percentile £80,000 £64,250 £71,125
England median annual salary £65,000 £65,000 £65,000

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 1,821 2,230 2,338
As % of all permanent IT jobs advertised in the East of England 14.84% 18.22% 16.60%
Number of salaries quoted 1,453 1,779 1,937
East of England median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - +5.88%
10th Percentile £26,250 £26,750 £26,250
90th Percentile £72,500 £67,500 £67,500
England median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% -

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
Salary Histogram in the East of England

The salary distribution of IT jobs citing Apache Pig in the East of England over the 6 months to 25 June 2018.

Salary histogram 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 25 June 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
Essex +21 10 £77,500 +40.91% 1
Suffolk - 4 £68,750 -
Cambridgeshire -18 2 £44,400 -
Hertfordshire - 1 - - 1
Apache Pig
England

For the 6 months to 25 June 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 17 (100.00%) Hadoop
1 17 (100.00%) Apache Hive
2 15 (88.24%) Big Data
3 13 (76.47%) Apache Spark
4 12 (70.59%) HDFS
4 12 (70.59%) MongoDB
4 12 (70.59%) NoSQL
5 10 (58.82%) Mahout
5 10 (58.82%) Tableau
5 10 (58.82%) RDBMS
5 10 (58.82%) Relational Database
6 9 (52.94%) Java
6 9 (52.94%) MapReduce
7 8 (47.06%) HBase
7 8 (47.06%) RabbitMQ
7 8 (47.06%) Agile Software Development
7 8 (47.06%) Java EE
7 8 (47.06%) Linux
7 8 (47.06%) Docker
7 8 (47.06%) Kafka
8 7 (41.18%) Visualisation
9 6 (35.29%) Apache Cassandra
9 6 (35.29%) Open Source
9 6 (35.29%) Data Visualisation
9 6 (35.29%) REST
9 6 (35.29%) Neo4j
9 6 (35.29%) Hortonworks
9 6 (35.29%) Cloudera
9 6 (35.29%) Ajax
9 6 (35.29%) Spring MVC

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 13 (76.47%) Apache Spark
2 4 (23.53%) Apache
2 4 (23.53%) Apache Geronimo
2 4 (23.53%) GlassFish
2 4 (23.53%) JBoss
2 4 (23.53%) Tomcat
2 4 (23.53%) WebSphere
3 2 (11.76%) Apache Solr
3 2 (11.76%) Confluence
3 2 (11.76%) SAS
Applications
1 4 (23.53%) Weka
Communications & Networking
1 4 (23.53%) Firewall
1 4 (23.53%) SSL
1 4 (23.53%) TCP/IP
2 2 (11.76%) DNS
2 2 (11.76%) HTTP
2 2 (11.76%) Kerberos
Database & Business Intelligence
1 17 (100.00%) Apache Hive
1 17 (100.00%) Hadoop
2 15 (88.24%) Big Data
3 12 (70.59%) MongoDB
3 12 (70.59%) NoSQL
4 10 (58.82%) Mahout
4 10 (58.82%) RDBMS
4 10 (58.82%) Relational Database
5 8 (47.06%) HBase
6 6 (35.29%) Apache Cassandra
6 6 (35.29%) Data Warehouse
6 6 (35.29%) Impala
6 6 (35.29%) MySQL
6 6 (35.29%) Neo4j
6 6 (35.29%) SQL Server
6 6 (35.29%) Sqoop
7 4 (23.53%) CouchDB
7 4 (23.53%) PostgreSQL
8 2 (11.76%) Apache Zeppelin
8 2 (11.76%) Power BI
Development Applications
1 4 (23.53%) Git (software)
1 4 (23.53%) JIRA
2 2 (11.76%) Ant
2 2 (11.76%) Atlassian Bamboo
2 2 (11.76%) Bitbucket
2 2 (11.76%) CodeSonar
2 2 (11.76%) git-flow
2 2 (11.76%) Gradle
2 2 (11.76%) Maven
2 2 (11.76%) Robot Framework
2 2 (11.76%) Selenium
General
1 4 (23.53%) Automotive
2 3 (17.65%) Retail
Job Titles
1 6 (35.29%) Big Data Engineer
1 6 (35.29%) Data Engineer
1 6 (35.29%) Hadoop Engineer
2 5 (29.41%) Developer
2 5 (29.41%) Java Developer
3 3 (17.65%) Lead Developer
3 3 (17.65%) Lead Java Developer
3 3 (17.65%) NoSQL Engineer
4 2 (11.76%) Administrator
4 2 (11.76%) Architect
4 2 (11.76%) C++ Software Engineer
4 2 (11.76%) Hadoop Administrator
4 2 (11.76%) HTML CSS Developer
4 2 (11.76%) HTML Developer
4 2 (11.76%) Java Architect
4 2 (11.76%) Java Engineer
4 2 (11.76%) Java Software Engineer
4 2 (11.76%) JavaScript Developer
4 2 (11.76%) Software Engineer
5 1 (5.88%) Java Technical Architect
Libraries, Frameworks & Software Standards
1 8 (47.06%) Java EE
1 8 (47.06%) Kafka
1 8 (47.06%) RabbitMQ
2 6 (35.29%) Ajax
2 6 (35.29%) REST
2 6 (35.29%) SOAP
2 6 (35.29%) Spring MVC
3 4 (23.53%) CSS
3 4 (23.53%) EJB
3 4 (23.53%) FreeMarker
3 4 (23.53%) Hibernate
3 4 (23.53%) HTML
3 4 (23.53%) JMS
3 4 (23.53%) JPA
3 4 (23.53%) JSP
3 4 (23.53%) Servlets
3 4 (23.53%) Spring
3 4 (23.53%) Swing
3 4 (23.53%) TopLink
3 4 (23.53%) Web Services
Miscellaneous
1 5 (29.41%) Computer Science
2 2 (11.76%) DataPower
3 1 (5.88%) Algorithms
3 1 (5.88%) Analytical Mindset
3 1 (5.88%) Analytical Skills
3 1 (5.88%) Data Structures
Operating Systems
1 8 (47.06%) Linux
2 2 (11.76%) Android
2 2 (11.76%) Apple iOS
2 2 (11.76%) Mac OS X
2 2 (11.76%) Unix
2 2 (11.76%) VMS
2 2 (11.76%) Windows
Processes & Methodologies
1 9 (52.94%) MapReduce
2 8 (47.06%) Agile Software Development
3 7 (41.18%) Visualisation
4 6 (35.29%) Analytics
4 6 (35.29%) Data Visualisation
4 6 (35.29%) ETL
4 6 (35.29%) Microservices
4 6 (35.29%) Open Source
5 5 (29.41%) E-Commerce
6 4 (23.53%) MVC
6 4 (23.53%) OO
6 4 (23.53%) OOP
6 4 (23.53%) Problem-Solving
6 4 (23.53%) Scrum-ban
7 2 (11.76%) Capacity Planning
7 2 (11.76%) Kanban
7 2 (11.76%) Multithreading
7 2 (11.76%) Reverse Engineering
7 2 (11.76%) Scrum
7 2 (11.76%) Test Automation
Programming Languages
1 9 (52.94%) Java
2 6 (35.29%) JavaScript
3 4 (23.53%) PL/SQL
3 4 (23.53%) T-SQL
4 3 (17.65%) Python
4 3 (17.65%) Scala
5 2 (11.76%) Bash Shell
5 2 (11.76%) C
5 2 (11.76%) C#
5 2 (11.76%) C++
5 2 (11.76%) Groovy
5 2 (11.76%) Objective-C
5 2 (11.76%) PHP
5 2 (11.76%) PowerShell
5 2 (11.76%) SQL
6 1 (5.88%) Java 8
6 1 (5.88%) R
Qualifications
1 5 (29.41%) Degree
2 2 (11.76%) CCNA
2 2 (11.76%) Cisco Certification
2 2 (11.76%) CISSP
2 2 (11.76%) CompTIA Security+
2 2 (11.76%) DV Cleared
2 2 (11.76%) GIAC
2 2 (11.76%) Linux+ Certification
2 2 (11.76%) MCSE
2 2 (11.76%) Microsoft Certification
2 2 (11.76%) Network+ Certification
2 2 (11.76%) SANS
2 2 (11.76%) Security Cleared
2 2 (11.76%) SSCP
3 1 (5.88%) Numerate Degree
System Software
1 12 (70.59%) HDFS
2 8 (47.06%) Docker
3 6 (35.29%) Apache Flume
4 2 (11.76%) Active Directory
4 2 (11.76%) Apache ZooKeeper
4 2 (11.76%) Virtual Machines
4 2 (11.76%) vSphere
Systems Management
1 4 (23.53%) Puppet
2 2 (11.76%) Ambari
2 2 (11.76%) Hadoop YARN
2 2 (11.76%) Oozie
2 2 (11.76%) Salt
Vendors
1 10 (58.82%) Tableau
2 6 (35.29%) Cloudera
2 6 (35.29%) Hortonworks
2 6 (35.29%) MapR
2 6 (35.29%) Oracle
3 4 (23.53%) Alteryx
4 2 (11.76%) Microsoft
4 2 (11.76%) SAP