Period
to 24 November 2017

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 24 November 2017 with a comparison to the same period in the previous 2 years.

Apache Pig
England > South West
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 314 235 326
Rank change year-on-year -79 +91 -
Permanent jobs citing Apache Pig 16 116 28
As % of all permanent IT jobs advertised in the South West 0.16% 1.07% 0.24%
As % of the Application Platforms category 0.89% 4.78% 1.14%
Number of salaries quoted 15 93 27
South West median annual salary £50,000 £47,500 £75,000
Median salary % change year-on-year +5.26% -36.67% -
10th Percentile £37,500 £33,500 £50,000
90th Percentile £56,500 £67,500 £82,500
England median annual salary £70,000 £60,000 £70,000
% change year-on-year +16.67% -14.29% +7.69%

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 1800 2427 2451
As % of all permanent IT jobs advertised in the South West 17.52% 22.29% 20.58%
Number of salaries quoted 1480 2050 2087
South West median annual salary £40,000 £37,500 £38,000
Median salary % change year-on-year +6.67% -1.32% +8.57%
10th Percentile £25,000 £25,500 £24,650
90th Percentile £57,500 £60,000 £62,500
England median annual salary £47,500 £46,000 £45,000
% change year-on-year +3.26% +2.22% +5.88%

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 24 November 2017.

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 24 November 2017. 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
Bristol -18 6 £50,000 -20.00% 2
Gloucestershire -29 6 £45,000 -5.26%
Devon +2 3 £50,000 -
Somerset -22 1 £32,000 -28.89% 1
Apache Pig
England

For the 6 months to 24 November 2017, IT 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 job ads across the South West region with a requirement for Apache Pig.

1 16 (100.00%) Java
2 13 (81.25%) Docker
3 12 (75.00%) Apache Hive
3 12 (75.00%) Big Data
4 11 (68.75%) Hadoop
4 11 (68.75%) C#
4 11 (68.75%) Python
5 10 (62.50%) Software Engineering
5 10 (62.50%) Elasticsearch
5 10 (62.50%) Apache Spark
6 9 (56.25%) Scrum
6 9 (56.25%) Linux
7 8 (50.00%) JavaScript
7 8 (50.00%) Visualisation
7 8 (50.00%) JIRA
8 7 (43.75%) Git (software)
8 7 (43.75%) Analytics
8 7 (43.75%) DevOps
8 7 (43.75%) RabbitMQ
8 7 (43.75%) SOAP
8 7 (43.75%) Agile Software Development
9 6 (37.50%) Clustering
9 6 (37.50%) Business Intelligence
9 6 (37.50%) C++
9 6 (37.50%) C
9 6 (37.50%) SQL
9 6 (37.50%) ETL
9 6 (37.50%) Data Visualisation
9 6 (37.50%) Node.js
9 6 (37.50%) Scala

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 (62.50%) Apache Spark
1 10 (62.50%) Elasticsearch
2 3 (18.75%) Apache
2 3 (18.75%) Apache Solr
Cloud Services
1 6 (37.50%) Amazon AWS
1 6 (37.50%) Amazon EMR
1 6 (37.50%) Amazon Kinesis
1 6 (37.50%) Microsoft Azure
2 4 (25.00%) GitHub
Communications & Networking
1 5 (31.25%) Firewall
1 5 (31.25%) TCP/IP
2 4 (25.00%) HTTP
2 4 (25.00%) SSL
Database & Business Intelligence
1 12 (75.00%) Apache Hive
1 12 (75.00%) Big Data
2 11 (68.75%) Hadoop
3 6 (37.50%) Amazon Redshift
3 6 (37.50%) BigQuery
3 6 (37.50%) Impala
3 6 (37.50%) Power BI
3 6 (37.50%) Presto
3 6 (37.50%) Spotfire
4 5 (31.25%) MySQL
5 4 (25.00%) MongoDB
5 4 (25.00%) SQL Server
6 3 (18.75%) HBase
6 3 (18.75%) Redis
7 1 (6.25%) RDBMS
7 1 (6.25%) Relational Database
Development Applications
1 8 (50.00%) JIRA
2 7 (43.75%) Git (software)
3 4 (25.00%) Atlassian Bamboo
3 4 (25.00%) Bitbucket
3 4 (25.00%) CodeSonar
3 4 (25.00%) git-flow
3 4 (25.00%) Robot Framework
3 4 (25.00%) Selenium
4 3 (18.75%) Eclipse
4 3 (18.75%) IntelliJ
4 3 (18.75%) NetBeans
5 1 (6.25%) Team Foundation Server
General
1 4 (25.00%) Electronics
2 1 (6.25%) Telecoms
Job Titles
1 6 (37.50%) Data Engineer
1 6 (37.50%) Software Engineer
2 4 (25.00%) AWS Engineer
2 4 (25.00%) Developer
2 4 (25.00%) Hadoop Engineer
2 4 (25.00%) Senior Data Engineer
2 4 (25.00%) Senior Hadoop Engineer
3 3 (18.75%) Java Developer
3 3 (18.75%) Senior Developer
3 3 (18.75%) Senior Java Developer
4 1 (6.25%) Consultant
4 1 (6.25%) DV Cleared Software Engineer
4 1 (6.25%) DV Cleared Technical Consultant
4 1 (6.25%) Lead Software Engineer
4 1 (6.25%) Software Consultant
4 1 (6.25%) Software Developer
4 1 (6.25%) Technical Consultant
4 1 (6.25%) Technical Developer
4 1 (6.25%) Test Automation Engineer
4 1 (6.25%) Test Engineer
Libraries, Frameworks & Software Standards
1 7 (43.75%) RabbitMQ
1 7 (43.75%) SOAP
2 6 (37.50%) Java EE
2 6 (37.50%) MLlib
2 6 (37.50%) Node.js
2 6 (37.50%) Pandas
3 5 (31.25%) LAMP
3 5 (31.25%) STL
4 4 (25.00%) .NET
4 4 (25.00%) .NET Framework
4 4 (25.00%) ASP.NET
4 4 (25.00%) Django
4 4 (25.00%) Hibernate
4 4 (25.00%) REST
4 4 (25.00%) Spring
4 4 (25.00%) Spring MVC
5 3 (18.75%) ActiveMQ
5 3 (18.75%) JPA
5 3 (18.75%) Spring Boot
5 3 (18.75%) Web Services
Miscellaneous
1 6 (37.50%) Clustering
2 4 (25.00%) User Experience
3 3 (18.75%) Computer Science
4 2 (12.50%) Internet of Things
5 1 (6.25%) Cybercrime
5 1 (6.25%) PKI
Operating Systems
1 9 (56.25%) Linux
2 5 (31.25%) Android
2 5 (31.25%) Apple iOS
3 4 (25.00%) Mac OS X
3 4 (25.00%) Windows
Processes & Methodologies
1 10 (62.50%) Software Engineering
2 9 (56.25%) Scrum
3 8 (50.00%) Visualisation
4 7 (43.75%) Agile Software Development
4 7 (43.75%) Analytics
4 7 (43.75%) DevOps
5 6 (37.50%) Business Intelligence
5 6 (37.50%) Data Visualisation
5 6 (37.50%) ETL
5 6 (37.50%) MapReduce
6 5 (31.25%) Cybersecurity
6 5 (31.25%) Data Analytics
6 5 (31.25%) Ethical Hacking
6 5 (31.25%) Multithreading
6 5 (31.25%) Penetration Testing
6 5 (31.25%) Reverse Engineering
6 5 (31.25%) Test Automation
7 4 (25.00%) Coaching
7 4 (25.00%) Kanban
7 4 (25.00%) Open Source
Programming Languages
1 16 (100.00%) Java
2 11 (68.75%) C#
2 11 (68.75%) Python
3 8 (50.00%) JavaScript
4 6 (37.50%) C
4 6 (37.50%) C++
4 6 (37.50%) Scala
4 6 (37.50%) SQL
5 5 (31.25%) Objective-C
6 3 (18.75%) Bash Shell
6 3 (18.75%) PHP
6 3 (18.75%) PowerShell
6 3 (18.75%) T-SQL
7 2 (12.50%) Ruby
8 1 (6.25%) Perl
Qualifications
1 4 (25.00%) CCNA
1 4 (25.00%) Cisco Certification
1 4 (25.00%) CISSP
1 4 (25.00%) Degree
1 4 (25.00%) GIAC
1 4 (25.00%) Linux+ Certification
1 4 (25.00%) MCSE
1 4 (25.00%) Microsoft Certification
1 4 (25.00%) Network+ Certification
1 4 (25.00%) SANS
1 4 (25.00%) Security Cleared
1 4 (25.00%) SSCP
2 3 (18.75%) CompTIA Security+
2 3 (18.75%) Computer Science Degree
2 3 (18.75%) Security+ Certification
3 2 (12.50%) DV Cleared
4 1 (6.25%) Numerate Degree
System Software
1 13 (81.25%) Docker
2 4 (25.00%) vSphere
3 3 (18.75%) HDFS
4 1 (6.25%) Hyper-V
4 1 (6.25%) VMware Infrastructure
Systems Management
1 4 (25.00%) Puppet
1 4 (25.00%) Salt
2 3 (18.75%) Hadoop YARN
Vendors
1 6 (37.50%) Tableau
2 4 (25.00%) Atlassian
2 4 (25.00%) Microsoft
3 1 (6.25%) Oracle
3 1 (6.25%) VMware