Period
to 24 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Gloucestershire 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
South West > Gloucestershire
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 132 103 121
Rank change year-on-year -29 +18 -
Permanent jobs citing Apache Pig 6 65 27
As % of all permanent IT jobs advertised in Gloucestershire 0.40% 2.87% 1.32%
As % of the Application Platforms category 1.73% 12.50% 6.32%
Number of salaries quoted 5 43 26
Gloucestershire median annual salary £45,000 £47,500 £75,000
Median salary % change year-on-year -5.26% -36.67% -
10th Percentile £37,500 £34,000 £51,250
90th Percentile £65,000 £67,500 £82,500
South West median annual salary £50,000 £47,500 £75,000
% change year-on-year +5.26% -36.67% -

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 Gloucestershire with a requirement for application platform skills.

All Application Platform Skills
Gloucestershire
Permanent vacancies with a requirement for application platform skills 347 520 427
As % of all permanent IT jobs advertised in Gloucestershire 23.37% 22.99% 20.80%
Number of salaries quoted 300 410 341
Gloucestershire median annual salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% - +13.33%
10th Percentile £24,500 £27,500 £27,000
90th Percentile £62,500 £62,500 £65,000
South West median annual salary £40,000 £37,500 £38,000
% change year-on-year +6.67% -1.32% +8.57%

Apache Pig
Job Vacancy Trend in Gloucestershire

Job postings citing Apache Pig as a percentage of all IT jobs advertised in Gloucestershire.

Job vacancy trend for Apache Pig in Gloucestershire

Apache Pig
Salary Trend in Gloucestershire

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

Salary trend for Apache Pig in Gloucestershire

Apache Pig
Salary Histogram in Gloucestershire

The salary distribution of IT jobs citing Apache Pig in Gloucestershire over the 6 months to 24 November 2017.

Salary histogram for Apache Pig in Gloucestershire

Apache Pig
Job Locations in Gloucestershire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Apache Pig within the Gloucestershire 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
Cheltenham -7 2 £60,000 -7.69%
Apache Pig
South West

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 Gloucestershire region with a requirement for Apache Pig.

1 6 (100.00%) C
1 6 (100.00%) C++
1 6 (100.00%) Java
1 6 (100.00%) Linux
1 6 (100.00%) Software Engineering
1 6 (100.00%) Java EE
1 6 (100.00%) Hadoop
1 6 (100.00%) Apache Hive
1 6 (100.00%) Big Data
2 5 (83.33%) Apple iOS
2 5 (83.33%) Node.js
2 5 (83.33%) Cybersecurity
2 5 (83.33%) Reverse Engineering
2 5 (83.33%) Android
2 5 (83.33%) Penetration Testing
2 5 (83.33%) Multithreading
2 5 (83.33%) Firewall
2 5 (83.33%) Scrum
2 5 (83.33%) Objective-C
2 5 (83.33%) LAMP
2 5 (83.33%) Ethical Hacking
2 5 (83.33%) Python
2 5 (83.33%) TCP/IP
2 5 (83.33%) STL
2 5 (83.33%) MySQL
2 5 (83.33%) JavaScript
2 5 (83.33%) C#
3 4 (66.67%) .NET
3 4 (66.67%) SQL Server
3 4 (66.67%) ASP.NET

Apache Pig
Co-occurring IT Skills in Gloucestershire 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 1 (16.67%) Apache Spark
1 1 (16.67%) Elasticsearch
Communications & Networking
1 5 (83.33%) Firewall
1 5 (83.33%) TCP/IP
2 4 (66.67%) HTTP
2 4 (66.67%) SSL
Database & Business Intelligence
1 6 (100.00%) Apache Hive
1 6 (100.00%) Big Data
1 6 (100.00%) Hadoop
2 5 (83.33%) MySQL
3 4 (66.67%) SQL Server
4 1 (16.67%) MongoDB
4 1 (16.67%) RDBMS
4 1 (16.67%) Relational Database
Development Applications
1 4 (66.67%) Atlassian Bamboo
1 4 (66.67%) Bitbucket
1 4 (66.67%) CodeSonar
1 4 (66.67%) Git (software)
1 4 (66.67%) git-flow
1 4 (66.67%) JIRA
1 4 (66.67%) Robot Framework
1 4 (66.67%) Selenium
General
1 1 (16.67%) Telecoms
Job Titles
1 6 (100.00%) Software Engineer
2 1 (16.67%) Consultant
2 1 (16.67%) Developer
2 1 (16.67%) Developer/Software Engineer
2 1 (16.67%) DV Cleared Software Engineer
2 1 (16.67%) DV Cleared Technical Consultant
2 1 (16.67%) Lead Software Engineer
2 1 (16.67%) Software Consultant
2 1 (16.67%) Software Developer
2 1 (16.67%) Technical Consultant
2 1 (16.67%) Technical Developer
Libraries, Frameworks & Software Standards
1 6 (100.00%) Java EE
2 5 (83.33%) LAMP
2 5 (83.33%) Node.js
2 5 (83.33%) STL
3 4 (66.67%) .NET
3 4 (66.67%) .NET Framework
3 4 (66.67%) ASP.NET
3 4 (66.67%) Django
3 4 (66.67%) RabbitMQ
3 4 (66.67%) REST
3 4 (66.67%) SOAP
3 4 (66.67%) Spring MVC
4 1 (16.67%) AngularJS
4 1 (16.67%) CSS
4 1 (16.67%) CSS3
4 1 (16.67%) Hibernate
4 1 (16.67%) HTML
4 1 (16.67%) jQuery
4 1 (16.67%) Middleware
4 1 (16.67%) Spring
Miscellaneous
1 1 (16.67%) Cybercrime
1 1 (16.67%) PKI
Operating Systems
1 6 (100.00%) Linux
2 5 (83.33%) Android
2 5 (83.33%) Apple iOS
3 4 (66.67%) Mac OS X
3 4 (66.67%) Windows
Processes & Methodologies
1 6 (100.00%) Software Engineering
2 5 (83.33%) Cybersecurity
2 5 (83.33%) Ethical Hacking
2 5 (83.33%) Multithreading
2 5 (83.33%) Penetration Testing
2 5 (83.33%) Reverse Engineering
2 5 (83.33%) Scrum
3 4 (66.67%) API Design
3 4 (66.67%) Kanban
3 4 (66.67%) Test Automation
4 3 (50.00%) User Stories
5 2 (33.33%) Visualisation
6 1 (16.67%) Agile Software Development
6 1 (16.67%) Analytics
6 1 (16.67%) Data Analytics
6 1 (16.67%) DevOps
6 1 (16.67%) Mobile Development
6 1 (16.67%) Network Design
6 1 (16.67%) SDLC
6 1 (16.67%) Time Management
Programming Languages
1 6 (100.00%) C
1 6 (100.00%) C++
1 6 (100.00%) Java
2 5 (83.33%) C#
2 5 (83.33%) JavaScript
2 5 (83.33%) Objective-C
2 5 (83.33%) Python
3 3 (50.00%) Bash Shell
3 3 (50.00%) PHP
3 3 (50.00%) PowerShell
4 1 (16.67%) Perl
4 1 (16.67%) Ruby
Qualifications
1 4 (66.67%) CCNA
1 4 (66.67%) Cisco Certification
1 4 (66.67%) CISSP
1 4 (66.67%) GIAC
1 4 (66.67%) Linux+ Certification
1 4 (66.67%) MCSE
1 4 (66.67%) Microsoft Certification
1 4 (66.67%) Network+ Certification
1 4 (66.67%) SANS
1 4 (66.67%) SSCP
2 3 (50.00%) CompTIA Security+
2 3 (50.00%) Security Cleared
2 3 (50.00%) Security+ Certification
3 2 (33.33%) DV Cleared
4 1 (16.67%) Degree
4 1 (16.67%) Numerate Degree
System Software
1 4 (66.67%) Docker
1 4 (66.67%) vSphere
2 1 (16.67%) Hyper-V
2 1 (16.67%) VMware Infrastructure
Systems Management
1 4 (66.67%) Puppet
1 4 (66.67%) Salt
Vendors
1 4 (66.67%) Microsoft
2 1 (16.67%) Oracle
2 1 (16.67%) VMware