Period
to 19 August 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 19 August 2018 with a comparison to the same period in the previous 2 years.

Apache Pig
England > South West
6 months to
19 Aug 2018
Same period 2017 Same period 2016
Rank 292 331 266
Rank change year-on-year +39 -65 +89
Permanent jobs citing Apache Pig 34 10 74
As % of all permanent IT jobs advertised in the South West 0.33% 0.096% 0.68%
As % of the Application Platforms category 2.04% 0.55% 2.90%
Number of salaries quoted 26 8 59
South West median annual salary £45,000 £40,000 £50,000
Median salary % change year-on-year +12.50% -20.00% -28.57%
10th Percentile £36,250 £31,000 £36,750
90th Percentile £63,125 £50,000 £67,500
England median annual salary £65,000 £65,000 £65,000

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 1,666 1,818 2,555
As % of all permanent IT jobs advertised in the South West 16.01% 17.50% 23.46%
Number of salaries quoted 1,321 1,525 2,162
South West median annual salary £41,500 £40,000 £37,500
Median salary % change year-on-year +3.75% +6.67% -
10th Percentile £26,250 £25,500 £24,500
90th Percentile £62,500 £60,000 £61,975
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 19 August 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 19 August 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 +25 15 £45,000 - 1
Bristol - 15 £48,750 -
Somerset +28 2 £32,165 -10.65%
Wiltshire - 2 £50,000 -
Apache Pig
England

For the 6 months to 19 August 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 33 (97.06%) Hadoop
2 31 (91.18%) Apache Hive
2 31 (91.18%) Big Data
3 30 (88.24%) Java
4 29 (85.29%) Python
5 25 (73.53%) C#
6 24 (70.59%) Scrum
7 23 (67.65%) JIRA
8 22 (64.71%) Docker
9 21 (61.76%) SQL
10 20 (58.82%) Apache Spark
11 17 (50.00%) Analytics
11 17 (50.00%) Amazon AWS
12 16 (47.06%) Microsoft Azure
12 16 (47.06%) Agile Software Development
12 16 (47.06%) Amazon Redshift
12 16 (47.06%) Presto
13 15 (44.12%) C++
13 15 (44.12%) Software Engineering
14 14 (41.18%) Tableau
14 14 (41.18%) SQL Server
14 14 (41.18%) Artificial Intelligence
14 14 (41.18%) Business Intelligence
14 14 (41.18%) DevOps
14 14 (41.18%) Power BI
15 13 (38.24%) C
15 13 (38.24%) JavaScript
15 13 (38.24%) .NET
15 13 (38.24%) MapReduce
15 13 (38.24%) Selenium

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 20 (58.82%) Apache Spark
2 12 (35.29%) Elasticsearch
3 2 (5.88%) Apache
4 1 (2.94%) Confluence
Cloud Services
1 17 (50.00%) Amazon AWS
2 16 (47.06%) Microsoft Azure
3 11 (32.35%) Amazon EMR
3 11 (32.35%) Amazon Kinesis
3 11 (32.35%) GitHub
4 1 (2.94%) Google Cloud Platform
Communications & Networking
1 11 (32.35%) Firewall
1 11 (32.35%) HTTP
1 11 (32.35%) SSL
1 11 (32.35%) TCP/IP
Database & Business Intelligence
1 33 (97.06%) Hadoop
2 31 (91.18%) Apache Hive
2 31 (91.18%) Big Data
3 16 (47.06%) Amazon Redshift
3 16 (47.06%) Presto
4 14 (41.18%) Power BI
4 14 (41.18%) SQL Server
5 12 (35.29%) Impala
5 12 (35.29%) MySQL
6 11 (32.35%) Amazon Athena
6 11 (32.35%) BigQuery
6 11 (32.35%) Spotfire
7 3 (8.82%) MongoDB
7 3 (8.82%) QlikView
8 2 (5.88%) NoSQL
8 2 (5.88%) SQL Server Reporting Services
9 1 (2.94%) Apache Accumulo
9 1 (2.94%) HBase
9 1 (2.94%) Neo4j
9 1 (2.94%) OrientDB
Development Applications
1 23 (67.65%) JIRA
2 13 (38.24%) Selenium
3 11 (32.35%) Atlassian Bamboo
3 11 (32.35%) Bitbucket
3 11 (32.35%) CodeSonar
3 11 (32.35%) Git (software)
3 11 (32.35%) git-flow
3 11 (32.35%) Robot Framework
4 3 (8.82%) Maven
4 3 (8.82%) Subversion
5 2 (5.88%) Cucumber
5 2 (5.88%) Jenkins
5 2 (5.88%) JMeter
5 2 (5.88%) SoapUI
5 2 (5.88%) Team Foundation Server
General
1 3 (8.82%) Electronics
Job Titles
1 12 (35.29%) Data Engineer
1 12 (35.29%) Software Engineer
2 11 (32.35%) AWS Engineer
2 11 (32.35%) Hadoop Engineer
2 11 (32.35%) Java Engineer
2 11 (32.35%) Java Software Engineer
2 11 (32.35%) Senior Data Engineer
2 11 (32.35%) Senior Hadoop Engineer
3 10 (29.41%) C# Software Engineer
3 10 (29.41%) C++ Software Engineer
4 4 (11.76%) Data Scientist
5 2 (5.88%) Analyst
5 2 (5.88%) Business Intelligence Analyst
5 2 (5.88%) Developer
5 2 (5.88%) Java Developer
5 2 (5.88%) Test Engineer
6 1 (2.94%) Applications Developer
6 1 (2.94%) Data Architect
6 1 (2.94%) Java Applications Developer
6 1 (2.94%) Java Software Developer
Libraries, Frameworks & Software Standards
1 13 (38.24%) .NET
2 12 (35.29%) Java EE
2 12 (35.29%) Node.js
3 11 (32.35%) .NET Framework
3 11 (32.35%) ASP.NET
3 11 (32.35%) Django
3 11 (32.35%) LAMP
3 11 (32.35%) MLlib
3 11 (32.35%) Pandas
3 11 (32.35%) RabbitMQ
3 11 (32.35%) REST
3 11 (32.35%) SOAP
3 11 (32.35%) Spring MVC
3 11 (32.35%) STL
4 5 (14.71%) Web Services
5 3 (8.82%) JSON
5 3 (8.82%) XML
6 2 (5.88%) CSS
6 2 (5.88%) HTML
6 2 (5.88%) HTML5
Miscellaneous
1 11 (32.35%) Clustering
2 4 (11.76%) Algorithms
3 3 (8.82%) User Experience
4 1 (2.94%) Greenfield Project
4 1 (2.94%) Wiki
Operating Systems
1 11 (32.35%) Android
1 11 (32.35%) Apple iOS
1 11 (32.35%) Linux
1 11 (32.35%) Mac OS X
1 11 (32.35%) Windows
Processes & Methodologies
1 24 (70.59%) Scrum
2 17 (50.00%) Analytics
3 16 (47.06%) Agile Software Development
4 15 (44.12%) Software Engineering
5 14 (41.18%) Artificial Intelligence
5 14 (41.18%) Business Intelligence
5 14 (41.18%) DevOps
6 13 (38.24%) MapReduce
6 13 (38.24%) Test Automation
7 12 (35.29%) Cybersecurity
7 12 (35.29%) ETL
7 12 (35.29%) Open Source
7 12 (35.29%) Visualisation
8 11 (32.35%) Data Visualisation
8 11 (32.35%) Deployment Automation
8 11 (32.35%) Ethical Hacking
8 11 (32.35%) Kanban
8 11 (32.35%) Multithreading
8 11 (32.35%) Penetration Testing
8 11 (32.35%) Reverse Engineering
Programming Languages
1 30 (88.24%) Java
2 29 (85.29%) Python
3 25 (73.53%) C#
4 21 (61.76%) SQL
5 15 (44.12%) C++
6 13 (38.24%) C
6 13 (38.24%) JavaScript
7 12 (35.29%) Scala
8 11 (32.35%) Bash Shell
8 11 (32.35%) Objective-C
8 11 (32.35%) PHP
8 11 (32.35%) PowerShell
9 3 (8.82%) Ruby
10 2 (5.88%) R
11 1 (2.94%) Perl
Qualifications
1 13 (38.24%) Security Cleared
2 11 (32.35%) CCNA
2 11 (32.35%) Cisco Certification
2 11 (32.35%) CISSP
2 11 (32.35%) CompTIA Security+
2 11 (32.35%) GIAC
2 11 (32.35%) Linux+ Certification
2 11 (32.35%) MCSE
2 11 (32.35%) Microsoft Certification
2 11 (32.35%) Network+ Certification
2 11 (32.35%) SANS
2 11 (32.35%) SSCP
3 10 (29.41%) DV Cleared
4 3 (8.82%) SC Cleared
Quality Assurance & Compliance
1 1 (2.94%) GCP
System Software
1 22 (64.71%) Docker
2 11 (32.35%) vSphere
3 1 (2.94%) Apache ZooKeeper
Systems Management
1 11 (32.35%) Puppet
1 11 (32.35%) Salt
2 2 (5.88%) Hadoop YARN
Vendors
1 14 (41.18%) Tableau
2 11 (32.35%) Atlassian
2 11 (32.35%) Microsoft
3 2 (5.88%) Hortonworks
4 1 (2.94%) Capita
4 1 (2.94%) Cloudera
4 1 (2.94%) Oracle
4 1 (2.94%) Vertica