The following table provides summary statistics for permanent job vacancies advertised in the West Midlands 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 3 months to 27 March 2017 with a comparison to the same period in the previous 2 years.

Apache Pig
England / West Midlands
3 months to
27 Mar 2017
Same period 2016 Same period 2015
Rank 214 218 215
Rank change year-on-year +4 -3  
Permanent jobs citing Apache Pig 1 28 1
As % of all permanent IT jobs advertised in the West Midlands 0.021% 0.45% 0.019%
As % of the Application Platforms category 0.15% 2.50% 0.10%
Number of salaries quoted 0 14 1
Median salary - £57,500 £80,000
Median salary % change year-on-year - -28.12%  
UK excluding London median salary £52,500 £57,500 £55,000
% change year-on-year -8.69% +4.54%  

Apache Pig is in the application platform skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the West Midlands with a requirement for application platform skills.

Application Platform Skills
West Midlands
Permanent job vacancies with a requirement for application platform skills 665 1118 981
As % of all permanent IT job vacancies advertised in the West Midlands 14.08% 18.17% 19.10%
Number of salaries quoted 551 919 816
Median salary £36,000 £40,000 £40,000
Median salary % change year-on-year -10.00% -  
90% offered a salary of more than £26,000 £26,600 £25,000
10% offered a salary of more than £53,300 £57,500 £57,500
UK excluding London median salary £40,500 £40,000 £40,000
% change year-on-year +1.25% -  

Apache Pig
Job Vacancy Trend in the West Midlands

The job posting trend of jobs advertised in the West Midlands citing Apache Pig as a proportion of all permanent or contract IT jobs with a match in the Application Platforms category.

Job vacancy trend for Apache Pig in the West Midlands

Apache Pig
Salary Trend in the West Midlands

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

Salary trend for Apache Pig in the West Midlands

Apache Pig
Job Locations in the West Midlands

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Apache Pig within the West Midlands region over the 3 months to 27 March 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Birmingham +17 1 - -
Apache Pig
England

Apache Pig
Top 30 Co-occurring IT Skills in the West Midlands

For the 6 months to 27 March 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 West Midlands region with a requirement for Apache Pig.

1 12 (100.00%) Apache
1 12 (100.00%) Business Intelligence
1 12 (100.00%) Hadoop
1 12 (100.00%) Apache Hive
1 12 (100.00%) Big Data
1 12 (100.00%) HDFS
1 12 (100.00%) Apache Spark
2 11 (91.67%) Hadoop YARN
2 11 (91.67%) Java
3 10 (83.33%) Data Management
4 9 (75.00%) Kerberos
4 9 (75.00%) Linux
4 9 (75.00%) Oozie
4 9 (75.00%) Open Source
5 3 (25.00%) SQL Server
5 3 (25.00%) Agile Software Development
6 2 (16.67%) TDD
6 2 (16.67%) ETL
6 2 (16.67%) MVC
6 2 (16.67%) Finance
6 2 (16.67%) Lucene
6 2 (16.67%) OLAP
6 2 (16.67%) JUnit
6 2 (16.67%) MySQL
6 2 (16.67%) Oracle
6 2 (16.67%) BDD
6 2 (16.67%) TestNG
6 2 (16.67%) Pentaho
6 2 (16.67%) Scala
6 2 (16.67%) MongoDB

Apache Pig
Co-occurring IT Skills in the West Midlands 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 12 (100.00%) Apache
1 12 (100.00%) Apache Spark
2 2 (16.67%) Elasticsearch
Cloud Services
1 2 (16.67%) Microsoft Azure
2 1 (8.33%) Amazon AWS
Communications & Networking
1 9 (75.00%) Kerberos
Database & Business Intelligence
1 12 (100.00%) Apache Hive
1 12 (100.00%) Big Data
1 12 (100.00%) Hadoop
2 3 (25.00%) SQL Server
3 2 (16.67%) Apache Cassandra
3 2 (16.67%) Flink
3 2 (16.67%) Impala
3 2 (16.67%) MongoDB
3 2 (16.67%) MySQL
3 2 (16.67%) OLAP
3 2 (16.67%) OLAP Cube
3 2 (16.67%) Oracle OLAP
3 2 (16.67%) Pentaho
3 2 (16.67%) Riak
4 1 (8.33%) Data Mart
4 1 (8.33%) Data Mining
4 1 (8.33%) Data Warehouse
4 1 (8.33%) HBase
4 1 (8.33%) HDInsight
Development Applications
1 2 (16.67%) JUnit
1 2 (16.67%) TestNG
General
1 2 (16.67%) Finance
2 1 (8.33%) Retail
Job Titles
1 9 (75.00%) Administrator
1 9 (75.00%) Hadoop Administrator
2 1 (8.33%) Architect
2 1 (8.33%) Big Data Architect
2 1 (8.33%) Big Data Engineer
2 1 (8.33%) Data Architect
2 1 (8.33%) Data Engineer
2 1 (8.33%) Lead Architect
2 1 (8.33%) Lead Data Architect
Libraries, Frameworks & Software Standards
1 2 (16.67%) Lucene
1 2 (16.67%) Samza
Miscellaneous
1 2 (16.67%) Fintech
2 1 (8.33%) Computer Science
2 1 (8.33%) User Experience
Operating Systems
1 9 (75.00%) Linux
Processes & Methodologies
1 12 (100.00%) Business Intelligence
2 10 (83.33%) Data Management
3 9 (75.00%) Open Source
4 3 (25.00%) Agile Software Development
5 2 (16.67%) BDD
5 2 (16.67%) Data Visualisation
5 2 (16.67%) ETL
5 2 (16.67%) MVC
5 2 (16.67%) TDD
5 2 (16.67%) Visualisation
6 1 (8.33%) Agile Project Management
6 1 (8.33%) Analytics
6 1 (8.33%) Data Analysis
6 1 (8.33%) Data Governance
6 1 (8.33%) Data Modelling
6 1 (8.33%) Data Transformation
6 1 (8.33%) MapReduce
6 1 (8.33%) Mentoring
6 1 (8.33%) Project Management
6 1 (8.33%) Scrum
Programming Languages
1 11 (91.67%) Java
2 2 (16.67%) Scala
3 1 (8.33%) C
3 1 (8.33%) SQL
Qualifications
1 1 (8.33%) Degree
Quality Assurance & Compliance
1 1 (8.33%) QA
System Software
1 12 (100.00%) HDFS
2 2 (16.67%) Apache ZooKeeper
Systems Management
1 11 (91.67%) Hadoop YARN
2 9 (75.00%) Oozie
Vendors
1 2 (16.67%) Oracle
1 2 (16.67%) Tableau
1 2 (16.67%) Vertica
2 1 (8.33%) Microsoft