Period
to 19 June 2019

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 19 June 2019 with a comparison to the same period in the previous 2 years.

Apache Pig
England > South West
6 months to
19 Jun 2019
Same period 2018 Same period 2017
Rank 297 307 310
Rank change year-on-year +10 +3 -5
Permanent jobs citing Apache Pig 28 35 32
As % of all permanent IT jobs advertised in the South West 0.28% 0.33% 0.31%
As % of the Application Platforms category 1.84% 2.00% 1.69%
Number of salaries quoted 14 27 24
South West median annual salary £50,000 £50,000 £45,000
Median salary % change year-on-year - +11.11% -16.67%
10th Percentile £45,000 £37,000 £31,450
90th Percentile £58,750 £62,500 £70,000
England median annual salary £85,000 £62,500 £65,000
% change year-on-year +36.00% -3.85% -

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 1,522 1,747 1,888
As % of all permanent IT jobs advertised in the South West 15.40% 16.25% 18.29%
Number of salaries quoted 1,203 1,379 1,592
South West median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - +6.67%
10th Percentile £27,000 £26,250 £25,250
90th Percentile £62,250 £60,000 £60,000
England median annual salary £50,000 £50,000 £47,500
% 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
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 19 June 2019. 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 +3 17 £50,000 +11.11%
Devon - 11 £50,000 -
Apache Pig
England

For the 6 months to 19 June 2019, 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 28 (100.00%) Apache Spark
2 26 (92.86%) Degree
3 17 (60.71%) Hadoop
3 17 (60.71%) Visualisation
3 17 (60.71%) Apache Hive
3 17 (60.71%) Big Data
3 17 (60.71%) Analytics
3 17 (60.71%) C
3 17 (60.71%) Data Analytics
4 15 (53.57%) Analytical Skills
4 15 (53.57%) Data Structures
4 15 (53.57%) Algorithms
4 15 (53.57%) Data Science
4 15 (53.57%) Decision-Making
4 15 (53.57%) Exploratory Analysis
4 15 (53.57%) Data Mining
4 15 (53.57%) Management Information System
4 15 (53.57%) Text Mining
4 15 (53.57%) Data Analysis
4 15 (53.57%) Artificial Intelligence
4 15 (53.57%) Web Application Development
4 15 (53.57%) Social Media
4 15 (53.57%) Machine Learning
4 15 (53.57%) MapReduce
4 15 (53.57%) Mathematics
4 15 (53.57%) Statistical Analysis
4 15 (53.57%) Statistics
5 14 (50.00%) SC Cleared
5 14 (50.00%) Security Cleared
6 13 (46.43%) MongoDB

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 28 (100.00%) Apache Spark
2 13 (46.43%) Elasticsearch
3 11 (39.29%) Apache
3 11 (39.29%) Apache Solr
Database & Business Intelligence
1 17 (60.71%) Apache Hive
1 17 (60.71%) Big Data
1 17 (60.71%) Hadoop
2 15 (53.57%) Data Mining
2 15 (53.57%) Text Mining
3 13 (46.43%) MongoDB
4 11 (39.29%) HBase
4 11 (39.29%) Redis
5 2 (7.14%) MySQL
5 2 (7.14%) RDBMS
5 2 (7.14%) Relational Database
Development Applications
1 11 (39.29%) Eclipse
1 11 (39.29%) Git (software)
1 11 (39.29%) IntelliJ
1 11 (39.29%) NetBeans
Job Titles
1 15 (53.57%) Data Scientist
2 11 (39.29%) Developer
2 11 (39.29%) Java Developer
2 11 (39.29%) Senior Developer
2 11 (39.29%) Senior Java Developer
3 2 (7.14%) Analyst
3 2 (7.14%) Data Analyst
3 2 (7.14%) Principal Engineer
Libraries, Frameworks & Software Standards
1 13 (46.43%) Hibernate
1 13 (46.43%) Node.js
1 13 (46.43%) Spring
2 11 (39.29%) ActiveMQ
2 11 (39.29%) JPA
2 11 (39.29%) RabbitMQ
2 11 (39.29%) SOAP
2 11 (39.29%) Spring Boot
2 11 (39.29%) Spring Cloud
2 11 (39.29%) Web Services
3 2 (7.14%) AngularJS
3 2 (7.14%) Apache Camel
3 2 (7.14%) CSS
3 2 (7.14%) CSS3
3 2 (7.14%) HTML
3 2 (7.14%) HTML5
3 2 (7.14%) Java EE
3 2 (7.14%) jQuery
3 2 (7.14%) LAMP
3 2 (7.14%) Middleware
Miscellaneous
1 15 (53.57%) Algorithms
1 15 (53.57%) Analytical Skills
1 15 (53.57%) Data Structures
1 15 (53.57%) Management Information System
1 15 (53.57%) Social Media
2 2 (7.14%) PKI
Operating Systems
1 13 (46.43%) Linux
Processes & Methodologies
1 17 (60.71%) Analytics
1 17 (60.71%) Data Analytics
1 17 (60.71%) Visualisation
2 15 (53.57%) Artificial Intelligence
2 15 (53.57%) Data Analysis
2 15 (53.57%) Data Science
2 15 (53.57%) Decision-Making
2 15 (53.57%) Exploratory Analysis
2 15 (53.57%) Machine Learning
2 15 (53.57%) MapReduce
2 15 (53.57%) Mathematics
2 15 (53.57%) Statistical Analysis
2 15 (53.57%) Statistics
2 15 (53.57%) Web Application Development
3 11 (39.29%) Computer Science
3 11 (39.29%) Continuous Integration
3 11 (39.29%) Critical Thinking
3 11 (39.29%) Problem-Solving
3 11 (39.29%) TDD
3 11 (39.29%) Test Strategy
Programming Languages
1 17 (60.71%) C
2 13 (46.43%) Java
2 13 (46.43%) JavaScript
3 11 (39.29%) T-SQL
4 2 (7.14%) C++
4 2 (7.14%) Perl
4 2 (7.14%) Python
4 2 (7.14%) Ruby
Qualifications
1 26 (92.86%) Degree
2 14 (50.00%) SC Cleared
2 14 (50.00%) Security Cleared
3 11 (39.29%) Computer Science Degree
System Software
1 11 (39.29%) Docker
1 11 (39.29%) HDFS
2 2 (7.14%) Hyper-V
2 2 (7.14%) VMware Infrastructure
Systems Management
1 11 (39.29%) Hadoop YARN
Vendors
1 2 (7.14%) Oracle
1 2 (7.14%) VMware