Period
to 21 February 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 21 February 2018 with a comparison to the same period in the previous 2 years.

Apache Pig
England > South West
6 months to
21 Feb 2018
Same period 2017 Same period 2016
Rank 297 236 329
Rank change year-on-year -61 +93 -
Permanent jobs citing Apache Pig 34 103 28
As % of all permanent IT jobs advertised in the South West 0.33% 0.99% 0.24%
As % of the Application Platforms category 1.91% 4.78% 1.09%
Number of salaries quoted 30 76 28
South West median annual salary £50,000 £47,000 £75,000
Median salary % change year-on-year +6.38% -37.33% -
10th Percentile £37,500 £33,500 £50,000
90th Percentile £57,500 £67,500 £82,500
England median annual salary £67,500 £60,000 £67,500
% change year-on-year +12.50% -11.11% +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 1,783 2,154 2,577
As % of all permanent IT jobs advertised in the South West 17.45% 20.62% 22.22%
Number of salaries quoted 1,444 1,817 2,207
South West median annual salary £40,000 £38,500 £37,500
Median salary % change year-on-year +3.90% +2.67% +7.14%
10th Percentile £24,825 £25,000 £25,750
90th Percentile £58,750 £61,250 £60,500
England median annual salary £50,000 £46,000 £45,000
% change year-on-year +8.70% +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 21 February 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 21 February 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
Bristol -3 19 £50,000 - 1
Gloucestershire 0 9 £45,000 -14.29% 1
Devon +16 3 £50,000 -
Wiltshire -5 2 £69,000 +6.15%
Somerset -31 1 - -
Apache Pig
England

For the 6 months to 21 February 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 31 (91.18%) Java
2 30 (88.24%) Apache Hive
3 29 (85.29%) Big Data
4 28 (82.35%) Python
5 27 (79.41%) Hadoop
6 25 (73.53%) C#
6 25 (73.53%) Docker
7 24 (70.59%) Apache Spark
7 24 (70.59%) Scrum
8 22 (64.71%) SQL
8 22 (64.71%) Software Engineering
8 22 (64.71%) JIRA
8 22 (64.71%) Elasticsearch
9 21 (61.76%) Agile Software Development
10 20 (58.82%) Visualisation
11 19 (55.88%) Scala
11 19 (55.88%) DevOps
11 19 (55.88%) MapReduce
12 18 (52.94%) Analytics
12 18 (52.94%) Power BI
12 18 (52.94%) Amazon AWS
12 18 (52.94%) Business Intelligence
13 17 (50.00%) ETL
13 17 (50.00%) Microsoft Azure
13 17 (50.00%) Open Source
13 17 (50.00%) Spotfire
13 17 (50.00%) Presto
13 17 (50.00%) Tableau
13 17 (50.00%) Data Visualisation
13 17 (50.00%) Impala

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 24 (70.59%) Apache Spark
2 22 (64.71%) Elasticsearch
3 5 (14.71%) Apache
4 3 (8.82%) Apache Solr
5 2 (5.88%) Confluence
Cloud Services
1 18 (52.94%) Amazon AWS
2 17 (50.00%) Microsoft Azure
3 16 (47.06%) Amazon EMR
3 16 (47.06%) Amazon Kinesis
4 14 (41.18%) GitHub
5 1 (2.94%) AWS Data Pipeline
5 1 (2.94%) Azure Data Factory
5 1 (2.94%) Google Cloud Platform
Communications & Networking
1 7 (20.59%) Firewall
1 7 (20.59%) TCP/IP
2 6 (17.65%) HTTP
2 6 (17.65%) SSL
Database & Business Intelligence
1 30 (88.24%) Apache Hive
2 29 (85.29%) Big Data
3 27 (79.41%) Hadoop
4 18 (52.94%) Power BI
5 17 (50.00%) BigQuery
5 17 (50.00%) Impala
5 17 (50.00%) Presto
5 17 (50.00%) Spotfire
6 16 (47.06%) Amazon Athena
6 16 (47.06%) Amazon Redshift
7 8 (23.53%) MongoDB
7 8 (23.53%) MySQL
8 7 (20.59%) SQL Server
9 3 (8.82%) HBase
9 3 (8.82%) NoSQL
9 3 (8.82%) Redis
10 2 (5.88%) Apache Accumulo
10 2 (5.88%) Neo4j
10 2 (5.88%) OrientDB
10 2 (5.88%) Sqoop
Development Applications
1 22 (64.71%) JIRA
2 9 (26.47%) Git (software)
3 7 (20.59%) Selenium
4 6 (17.65%) Atlassian Bamboo
4 6 (17.65%) Bitbucket
4 6 (17.65%) CodeSonar
4 6 (17.65%) git-flow
4 6 (17.65%) Robot Framework
5 3 (8.82%) Eclipse
5 3 (8.82%) IntelliJ
5 3 (8.82%) NetBeans
6 1 (2.94%) Cucumber
6 1 (2.94%) Jenkins
6 1 (2.94%) JMeter
6 1 (2.94%) SoapUI
6 1 (2.94%) SonarQube
6 1 (2.94%) Team Foundation Server
General
1 14 (41.18%) Electronics
2 1 (2.94%) Telecoms
Job Titles
1 18 (52.94%) Data Engineer
2 16 (47.06%) Hadoop Engineer
3 15 (44.12%) Senior Data Engineer
4 14 (41.18%) AWS Engineer
4 14 (41.18%) Senior Hadoop Engineer
5 7 (20.59%) Software Engineer
6 4 (11.76%) Developer
7 3 (8.82%) Java Developer
7 3 (8.82%) Senior Developer
7 3 (8.82%) Senior Java Developer
8 2 (5.88%) Architect
8 2 (5.88%) Consultant
8 2 (5.88%) Data Architect
8 2 (5.88%) DV Cleared Technical Consultant
8 2 (5.88%) Technical Consultant
9 1 (2.94%) Developer/Software Engineer
9 1 (2.94%) DV Cleared Software Engineer
9 1 (2.94%) Senior Test Engineer
9 1 (2.94%) Software Developer
9 1 (2.94%) Test Engineer
Libraries, Frameworks & Software Standards
1 16 (47.06%) MLlib
1 16 (47.06%) Pandas
2 9 (26.47%) RabbitMQ
2 9 (26.47%) SOAP
3 8 (23.53%) Java EE
3 8 (23.53%) Node.js
4 7 (20.59%) LAMP
4 7 (20.59%) STL
5 6 (17.65%) .NET
5 6 (17.65%) .NET Framework
5 6 (17.65%) ASP.NET
5 6 (17.65%) Django
5 6 (17.65%) REST
5 6 (17.65%) Spring MVC
6 4 (11.76%) Hibernate
6 4 (11.76%) Spring
7 3 (8.82%) ActiveMQ
7 3 (8.82%) JPA
7 3 (8.82%) Spring Cloud
7 3 (8.82%) Web Services
Miscellaneous
1 16 (47.06%) Clustering
2 14 (41.18%) User Experience
3 3 (8.82%) Computer Science
4 2 (5.88%) Internet of Things
4 2 (5.88%) Wiki
5 1 (2.94%) Cybercrime
5 1 (2.94%) e-Learning
5 1 (2.94%) PKI
Operating Systems
1 12 (35.29%) Linux
2 7 (20.59%) Android
2 7 (20.59%) Apple iOS
3 6 (17.65%) Mac OS X
3 6 (17.65%) Windows
Processes & Methodologies
1 24 (70.59%) Scrum
2 22 (64.71%) Software Engineering
3 21 (61.76%) Agile Software Development
4 20 (58.82%) Visualisation
5 19 (55.88%) DevOps
5 19 (55.88%) MapReduce
6 18 (52.94%) Analytics
6 18 (52.94%) Business Intelligence
7 17 (50.00%) Data Visualisation
7 17 (50.00%) ETL
7 17 (50.00%) Open Source
8 16 (47.06%) Data Analytics
9 15 (44.12%) Coaching
9 15 (44.12%) Continuous Delivery
10 8 (23.53%) Cybersecurity
11 7 (20.59%) Ethical Hacking
11 7 (20.59%) Multithreading
11 7 (20.59%) Penetration Testing
11 7 (20.59%) Reverse Engineering
11 7 (20.59%) Test Automation
Programming Languages
1 31 (91.18%) Java
2 28 (82.35%) Python
3 25 (73.53%) C#
4 22 (64.71%) SQL
5 19 (55.88%) Scala
6 10 (29.41%) C
6 10 (29.41%) JavaScript
7 8 (23.53%) C++
8 7 (20.59%) Objective-C
9 4 (11.76%) Bash Shell
9 4 (11.76%) PHP
9 4 (11.76%) PowerShell
10 3 (8.82%) Ruby
10 3 (8.82%) T-SQL
11 2 (5.88%) Perl
11 2 (5.88%) R
12 1 (2.94%) VBA
Qualifications
1 6 (17.65%) Security Cleared
2 5 (14.71%) CCNA
2 5 (14.71%) Cisco Certification
2 5 (14.71%) CISSP
2 5 (14.71%) DV Cleared
2 5 (14.71%) GIAC
2 5 (14.71%) Linux+ Certification
2 5 (14.71%) MCSE
2 5 (14.71%) Microsoft Certification
2 5 (14.71%) Network+ Certification
2 5 (14.71%) SANS
2 5 (14.71%) SSCP
3 4 (11.76%) CompTIA Security+
3 4 (11.76%) Degree
4 3 (8.82%) Computer Science Degree
5 1 (2.94%) Numerate Degree
5 1 (2.94%) SC Cleared
Quality Assurance & Compliance
1 1 (2.94%) ISO 9001
1 1 (2.94%) QA
System Software
1 25 (73.53%) Docker
2 6 (17.65%) vSphere
3 5 (14.71%) HDFS
4 2 (5.88%) Apache Flume
4 2 (5.88%) Apache ZooKeeper
5 1 (2.94%) Hyper-V
5 1 (2.94%) VMware Infrastructure
Systems Management
1 6 (17.65%) Puppet
1 6 (17.65%) Salt
2 5 (14.71%) Hadoop YARN
Vendors
1 17 (50.00%) Tableau
2 14 (41.18%) Atlassian
3 6 (17.65%) Microsoft
4 2 (5.88%) Hortonworks
5 1 (2.94%) Capita
5 1 (2.94%) Coverity
5 1 (2.94%) Google
5 1 (2.94%) Oracle
5 1 (2.94%) VMware