Period
to 13 December 2018

The following table provides summary statistics for permanent job vacancies advertised in the South West 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 13 December 2018 with a comparison to the same period in the previous 2 years.

Apache Pig
England > South West
6 months to
13 Dec 2018
Same period 2017 Same period 2016
Rank 297 315 241
Rank change year-on-year +18 -74 +77
Permanent jobs citing Apache Pig 26 23 110
As % of all permanent IT jobs advertised in the South West 0.26% 0.22% 1.03%
As % of the Application Platforms category 1.76% 1.29% 4.61%
Number of salaries quoted 19 20 85
South West median annual salary £45,000 £50,000 £47,000
Median salary % change year-on-year -10.00% +6.38% -37.33%
10th Percentile £37,500 £37,500 £33,500
90th Percentile £59,000 £55,250 £67,500
England median annual salary £75,000 £70,000 £57,000
% change year-on-year +7.14% +22.81% -18.57%

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 South West with a requirement for application platform skills.

All Application Platform Skills
South West
Permanent vacancies with a requirement for application platform skills 1,477 1,787 2,387
As % of all permanent IT jobs advertised in the South West 14.73% 17.43% 22.26%
Number of salaries quoted 1,220 1,465 2,022
South West median annual salary £40,000 £40,000 £37,500
Median salary % change year-on-year - +6.67% -1.32%
10th Percentile £26,250 £25,000 £25,500
90th Percentile £62,500 £57,500 £60,000
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 South West

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

Job vacancy trend for Apache Pig in the South West

Apache Pig
Salary Trend in the South West

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

Salary trend for Apache Pig in the South West

Apache Pig
Salary Histogram in the South West

The salary distribution of IT jobs citing Apache Pig in the South West over the 6 months to 13 December 2018.

Salary histogram for Apache Pig in the South West

Apache Pig
Job Locations in the South West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Apache Pig within the South West region over the 6 months to 13 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
Gloucestershire +28 18 £45,000 - 1
Devon +11 5 £50,000 -
Bristol +4 2 £42,500 -15.00%
Wiltshire -8 1 - -
Apache Pig
England

For the 6 months to 13 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 South West region with a requirement for Apache Pig.

1 21 (80.77%) Java
2 20 (76.92%) Hadoop
2 20 (76.92%) Apache Hive
2 20 (76.92%) Big Data
3 18 (69.23%) JavaScript
4 17 (65.38%) SOAP
4 17 (65.38%) Linux
4 17 (65.38%) RabbitMQ
4 17 (65.38%) Node.js
4 17 (65.38%) Security Cleared
4 17 (65.38%) Git (software)
4 17 (65.38%) Docker
5 15 (57.69%) Python
5 15 (57.69%) C
5 15 (57.69%) C++
6 13 (50.00%) C#
6 13 (50.00%) SQL Server
6 13 (50.00%) Scrum
6 13 (50.00%) Java EE
6 13 (50.00%) JIRA
6 13 (50.00%) Cybersecurity
6 13 (50.00%) Apache Spark
7 12 (46.15%) User Stories
7 12 (46.15%) Salt
7 12 (46.15%) API Design
7 12 (46.15%) git-flow
7 12 (46.15%) Robot Framework
7 12 (46.15%) SANS
7 12 (46.15%) CompTIA Security+
7 12 (46.15%) CodeSonar

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 13 (50.00%) Apache Spark
2 6 (23.08%) Apache
2 6 (23.08%) Elasticsearch
3 5 (19.23%) Apache Solr
4 1 (3.85%) Confluence
Cloud Services
1 2 (7.69%) Amazon AWS
1 2 (7.69%) Microsoft Azure
Communications & Networking
1 12 (46.15%) Firewall
1 12 (46.15%) HTTP
1 12 (46.15%) SSL
1 12 (46.15%) TCP/IP
Database & Business Intelligence
1 20 (76.92%) Apache Hive
1 20 (76.92%) Big Data
1 20 (76.92%) Hadoop
2 13 (50.00%) SQL Server
3 12 (46.15%) MySQL
4 6 (23.08%) MongoDB
5 5 (19.23%) HBase
5 5 (19.23%) Redis
6 4 (15.38%) Data Mining
6 4 (15.38%) Text Mining
7 2 (7.69%) Amazon Redshift
7 2 (7.69%) Presto
8 1 (3.85%) Apache Accumulo
8 1 (3.85%) Neo4j
8 1 (3.85%) NoSQL
8 1 (3.85%) OrientDB
8 1 (3.85%) Power BI
8 1 (3.85%) QlikView
Development Applications
1 17 (65.38%) Git (software)
2 13 (50.00%) JIRA
3 12 (46.15%) Atlassian Bamboo
3 12 (46.15%) Bitbucket
3 12 (46.15%) CodeSonar
3 12 (46.15%) git-flow
3 12 (46.15%) Robot Framework
3 12 (46.15%) Selenium
4 5 (19.23%) Eclipse
4 5 (19.23%) IntelliJ
4 5 (19.23%) NetBeans
5 2 (7.69%) Maven
5 2 (7.69%) Subversion
Job Titles
1 12 (46.15%) Software Engineer
2 10 (38.46%) C# Software Engineer
2 10 (38.46%) C++ Software Engineer
2 10 (38.46%) Java Engineer
2 10 (38.46%) Java Software Engineer
3 6 (23.08%) Data Scientist
3 6 (23.08%) Developer
3 6 (23.08%) Java Developer
4 5 (19.23%) Senior Developer
4 5 (19.23%) Senior Java Developer
5 1 (3.85%) Analyst
5 1 (3.85%) Architect
5 1 (3.85%) Business Intelligence Analyst
5 1 (3.85%) Data Architect
5 1 (3.85%) DV Cleared Software Engineer
Libraries, Frameworks & Software Standards
1 17 (65.38%) Node.js
1 17 (65.38%) RabbitMQ
1 17 (65.38%) SOAP
2 13 (50.00%) Java EE
3 12 (46.15%) .NET
3 12 (46.15%) .NET Framework
3 12 (46.15%) ASP.NET
3 12 (46.15%) Django
3 12 (46.15%) LAMP
3 12 (46.15%) REST
3 12 (46.15%) Spring MVC
3 12 (46.15%) STL
4 7 (26.92%) Web Services
5 5 (19.23%) ActiveMQ
5 5 (19.23%) Hibernate
5 5 (19.23%) JPA
5 5 (19.23%) Spring
5 5 (19.23%) Spring Boot
5 5 (19.23%) Spring Cloud
6 2 (7.69%) JSON
Miscellaneous
1 6 (23.08%) Algorithms
2 4 (15.38%) Analytical Skills
2 4 (15.38%) Data Structures
2 4 (15.38%) Management Information System
2 4 (15.38%) Social Media
3 1 (3.85%) Greenfield Project
3 1 (3.85%) Wiki
Operating Systems
1 17 (65.38%) Linux
2 12 (46.15%) Android
2 12 (46.15%) Apple iOS
2 12 (46.15%) Mac OS X
2 12 (46.15%) Windows
Processes & Methodologies
1 13 (50.00%) Cybersecurity
1 13 (50.00%) Scrum
2 12 (46.15%) API Design
2 12 (46.15%) Ethical Hacking
2 12 (46.15%) Kanban
2 12 (46.15%) Multithreading
2 12 (46.15%) Penetration Testing
2 12 (46.15%) Reverse Engineering
2 12 (46.15%) Software Engineering
2 12 (46.15%) Systems Engineering
2 12 (46.15%) Test Automation
2 12 (46.15%) User Stories
3 8 (30.77%) TDD
4 7 (26.92%) Analytics
4 7 (26.92%) Data Science
5 6 (23.08%) Artificial Intelligence
5 6 (23.08%) Continuous Integration
5 6 (23.08%) Machine Learning
5 6 (23.08%) Mathematics
5 6 (23.08%) Statistics
Programming Languages
1 21 (80.77%) Java
2 18 (69.23%) JavaScript
3 15 (57.69%) C
3 15 (57.69%) C++
3 15 (57.69%) Python
4 13 (50.00%) C#
5 12 (46.15%) Bash Shell
5 12 (46.15%) Objective-C
5 12 (46.15%) PHP
5 12 (46.15%) PowerShell
6 5 (19.23%) T-SQL
7 4 (15.38%) SQL
8 1 (3.85%) R
8 1 (3.85%) Scala
Qualifications
1 17 (65.38%) Security Cleared
2 12 (46.15%) CCNA
2 12 (46.15%) Cisco Certification
2 12 (46.15%) CISSP
2 12 (46.15%) CompTIA Security+
2 12 (46.15%) DV Cleared
2 12 (46.15%) GIAC
2 12 (46.15%) Linux+ Certification
2 12 (46.15%) MCSE
2 12 (46.15%) Microsoft Certification
2 12 (46.15%) Network+ Certification
2 12 (46.15%) SANS
2 12 (46.15%) SSCP
3 9 (34.62%) Degree
4 5 (19.23%) Computer Science Degree
5 3 (11.54%) SC Cleared
System Software
1 17 (65.38%) Docker
2 12 (46.15%) vSphere
3 5 (19.23%) HDFS
4 1 (3.85%) Apache ZooKeeper
Systems Management
1 12 (46.15%) Puppet
1 12 (46.15%) Salt
2 6 (23.08%) Hadoop YARN
Vendors
1 12 (46.15%) Microsoft
2 1 (3.85%) Hortonworks
2 1 (3.85%) Tableau