Period
to 22 October 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 22 October 2018 with a comparison to the same period in the previous 2 years.

Apache Pig
England > South West
6 months to
22 Oct 2018
Same period 2017 Same period 2016
Rank 308 327 237
Rank change year-on-year +19 -90 +104
Permanent jobs citing Apache Pig 27 6 108
As % of all permanent IT jobs advertised in the South West 0.26% 0.060% 1.00%
As % of the Application Platforms category 1.69% 0.33% 4.41%
Number of salaries quoted 21 6 87
South West median annual salary £45,000 £46,250 £50,000
Median salary % change year-on-year -2.70% -7.50% -33.33%
10th Percentile £37,500 £34,250 £33,500
90th Percentile £70,000 £62,500 £67,500
England median annual salary £70,000 £70,000 £60,000
% change year-on-year - +16.67% -14.29%

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 1,595 1,833 2,448
As % of all permanent IT jobs advertised in the South West 15.49% 18.21% 22.68%
Number of salaries quoted 1,288 1,522 2,046
South West median annual salary £40,000 £40,000 £37,500
Median salary % change year-on-year - +6.67% -
10th Percentile £25,500 £25,000 £25,000
90th Percentile £62,500 £58,625 £60,000
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 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 22 October 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 22 October 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 +16 18 £45,000 -
Bristol - 7 £38,750 -
Devon +9 1 £47,500 -2.56%
Wiltshire - 1 - -
Apache Pig
England

For the 6 months to 22 October 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 25 (92.59%) Hadoop
1 25 (92.59%) Apache Hive
1 25 (92.59%) Big Data
2 24 (88.89%) Java
3 23 (85.19%) Python
4 19 (70.37%) C#
4 19 (70.37%) Scrum
4 19 (70.37%) JIRA
4 19 (70.37%) Docker
5 18 (66.67%) Security Cleared
5 18 (66.67%) C++
5 18 (66.67%) SQL Server
6 17 (62.96%) JavaScript
7 16 (59.26%) C
7 16 (59.26%) SOAP
7 16 (59.26%) Linux
7 16 (59.26%) Git (software)
7 16 (59.26%) Java EE
7 16 (59.26%) RabbitMQ
7 16 (59.26%) Node.js
7 16 (59.26%) Cybersecurity
8 15 (55.56%) User Stories
8 15 (55.56%) Salt
8 15 (55.56%) Robot Framework
8 15 (55.56%) API Design
8 15 (55.56%) SANS
8 15 (55.56%) CompTIA Security+
8 15 (55.56%) CodeSonar
8 15 (55.56%) git-flow
8 15 (55.56%) REST

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 11 (40.74%) Apache Spark
2 5 (18.52%) Elasticsearch
3 2 (7.41%) Apache
4 1 (3.70%) Apache Solr
4 1 (3.70%) Confluence
Cloud Services
1 8 (29.63%) Amazon AWS
1 8 (29.63%) Microsoft Azure
2 3 (11.11%) Amazon EMR
2 3 (11.11%) Amazon Kinesis
2 3 (11.11%) GitHub
Communications & Networking
1 15 (55.56%) Firewall
1 15 (55.56%) HTTP
1 15 (55.56%) SSL
1 15 (55.56%) TCP/IP
Database & Business Intelligence
1 25 (92.59%) Apache Hive
1 25 (92.59%) Big Data
1 25 (92.59%) Hadoop
2 18 (66.67%) SQL Server
3 15 (55.56%) MySQL
4 8 (29.63%) Amazon Redshift
4 8 (29.63%) Presto
5 6 (22.22%) Power BI
6 3 (11.11%) Amazon Athena
6 3 (11.11%) BigQuery
6 3 (11.11%) Impala
6 3 (11.11%) QlikView
6 3 (11.11%) Spotfire
7 2 (7.41%) MongoDB
7 2 (7.41%) SQL Server Reporting Services
8 1 (3.70%) Apache Accumulo
8 1 (3.70%) HBase
8 1 (3.70%) Neo4j
8 1 (3.70%) NoSQL
8 1 (3.70%) Redis
Development Applications
1 19 (70.37%) JIRA
2 16 (59.26%) Git (software)
3 15 (55.56%) Atlassian Bamboo
3 15 (55.56%) Bitbucket
3 15 (55.56%) CodeSonar
3 15 (55.56%) git-flow
3 15 (55.56%) Robot Framework
3 15 (55.56%) Selenium
4 3 (11.11%) Maven
4 3 (11.11%) Subversion
5 1 (3.70%) Eclipse
5 1 (3.70%) IntelliJ
5 1 (3.70%) NetBeans
Job Titles
1 15 (55.56%) Software Engineer
2 13 (48.15%) C# Software Engineer
2 13 (48.15%) C++ Software Engineer
2 13 (48.15%) Java Engineer
2 13 (48.15%) Java Software Engineer
3 4 (14.81%) Data Scientist
4 3 (11.11%) AWS Engineer
4 3 (11.11%) Data Engineer
4 3 (11.11%) Hadoop Engineer
4 3 (11.11%) Senior Data Engineer
4 3 (11.11%) Senior Hadoop Engineer
5 2 (7.41%) Analyst
5 2 (7.41%) Business Intelligence Analyst
5 2 (7.41%) Developer
5 2 (7.41%) Java Developer
6 1 (3.70%) Architect
6 1 (3.70%) Data Architect
6 1 (3.70%) Senior Developer
6 1 (3.70%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 16 (59.26%) Java EE
1 16 (59.26%) Node.js
1 16 (59.26%) RabbitMQ
1 16 (59.26%) SOAP
2 15 (55.56%) .NET
2 15 (55.56%) .NET Framework
2 15 (55.56%) ASP.NET
2 15 (55.56%) Django
2 15 (55.56%) LAMP
2 15 (55.56%) REST
2 15 (55.56%) Spring MVC
2 15 (55.56%) STL
3 6 (22.22%) Web Services
4 3 (11.11%) JSON
4 3 (11.11%) MLlib
4 3 (11.11%) Pandas
4 3 (11.11%) XML
5 1 (3.70%) CSS3
5 1 (3.70%) Spring Boot
5 1 (3.70%) Spring Cloud
Miscellaneous
1 4 (14.81%) Algorithms
2 3 (11.11%) Clustering
3 1 (3.70%) Computer Science
3 1 (3.70%) Greenfield Project
3 1 (3.70%) Wiki
Operating Systems
1 16 (59.26%) Linux
2 15 (55.56%) Android
2 15 (55.56%) Apple iOS
2 15 (55.56%) Mac OS X
2 15 (55.56%) Windows
Processes & Methodologies
1 19 (70.37%) Scrum
2 16 (59.26%) Cybersecurity
3 15 (55.56%) API Design
3 15 (55.56%) Ethical Hacking
3 15 (55.56%) Kanban
3 15 (55.56%) Multithreading
3 15 (55.56%) Penetration Testing
3 15 (55.56%) Reverse Engineering
3 15 (55.56%) Software Engineering
3 15 (55.56%) Test Automation
3 15 (55.56%) User Stories
4 9 (33.33%) Analytics
5 7 (25.93%) Agile Software Development
6 6 (22.22%) Artificial Intelligence
6 6 (22.22%) Business Intelligence
7 5 (18.52%) Data Science
7 5 (18.52%) TDD
8 4 (14.81%) Machine Learning
8 4 (14.81%) MapReduce
8 4 (14.81%) Visualisation
Programming Languages
1 24 (88.89%) Java
2 23 (85.19%) Python
3 19 (70.37%) C#
4 18 (66.67%) C++
5 17 (62.96%) JavaScript
6 16 (59.26%) C
7 15 (55.56%) Bash Shell
7 15 (55.56%) Objective-C
7 15 (55.56%) PHP
7 15 (55.56%) PowerShell
8 10 (37.04%) SQL
9 4 (14.81%) Scala
10 2 (7.41%) R
11 1 (3.70%) T-SQL
Qualifications
1 18 (66.67%) Security Cleared
2 15 (55.56%) CCNA
2 15 (55.56%) Cisco Certification
2 15 (55.56%) CISSP
2 15 (55.56%) CompTIA Security+
2 15 (55.56%) DV Cleared
2 15 (55.56%) GIAC
2 15 (55.56%) Linux+ Certification
2 15 (55.56%) MCSE
2 15 (55.56%) Microsoft Certification
2 15 (55.56%) Network+ Certification
2 15 (55.56%) SANS
2 15 (55.56%) SSCP
3 3 (11.11%) SC Cleared
4 1 (3.70%) Computer Science Degree
4 1 (3.70%) Degree
System Software
1 19 (70.37%) Docker
2 15 (55.56%) vSphere
3 1 (3.70%) Apache ZooKeeper
3 1 (3.70%) HDFS
Systems Management
1 15 (55.56%) Puppet
1 15 (55.56%) Salt
2 2 (7.41%) Hadoop YARN
Vendors
1 15 (55.56%) Microsoft
2 6 (22.22%) Tableau
3 3 (11.11%) Atlassian
4 1 (3.70%) Hortonworks