Period
to 5 June 2020

The following table provides summary statistics for permanent job vacancies advertised in London 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 5 June 2020 with a comparison to the same period in the previous 2 years.

Apache Pig
England > London
6 months to
5 Jun 2020
Same period 2019 Same period 2018
Rank 593 520 720
Rank change year-on-year -73 +200 -69
Permanent jobs citing Apache Pig 12 243 118
As % of all permanent jobs advertised in London 0.033% 0.42% 0.17%
As % of the Application Platforms category 0.22% 2.61% 0.96%
Number of salaries quoted 6 218 93
Median annual salary £67,500 £85,000 £72,500
Median salary % change year-on-year -20.59% +17.24% +3.57%
10th Percentile £59,000 £62,500 £47,500
90th Percentile £109,375 £147,500 £128,000
England median annual salary £65,000 £85,000 £62,500
% change year-on-year -23.53% +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 London with a requirement for application platform skills.

All Application Platform Skills
London
Permanent vacancies with a requirement for application platform skills 5,510 9,302 12,317
As % of all permanent IT jobs advertised in London 15.27% 16.18% 17.83%
Number of salaries quoted 4,422 7,485 9,921
Median annual salary £65,000 £62,500 £60,000
Median salary % change year-on-year +4.00% +4.17% +4.35%
10th Percentile £36,250 £33,750 £35,000
90th Percentile £96,250 £95,000 £90,000
England median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +5.26%

Apache Pig
Job Vacancy Trend in London

Job postings citing Apache Pig as a proportion of all IT jobs advertised in London.

Job vacancy trend for Apache Pig in London

Apache Pig
Salary Trend in London

3-month moving average salary quoted in jobs citing Apache Pig in London.

Salary trend for Apache Pig in London

Apache Pig
Salary Histogram in London

Salary distribution for jobs citing Apache Pig in London over the 6 months to 5 June 2020.

Salary histogram for Apache Pig in London

Apache Pig
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Apache Pig within the London region over the 6 months to 5 June 2020. 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
Central London +56 4 £65,000 -18.75%
West London +40 2 £76,250 -12.86%
Apache Pig
England

For the 6 months to 5 June 2020, 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 London region with a requirement for Apache Pig.

1 12 (100.00%) Apache Hive
2 11 (91.67%) Hadoop
2 11 (91.67%) Python
3 9 (75.00%) Big Data
3 9 (75.00%) Machine Learning
4 8 (66.67%) Apache Spark
4 8 (66.67%) Scala
4 8 (66.67%) Java
4 8 (66.67%) Agile Software Development
5 7 (58.33%) AWS
5 7 (58.33%) MapReduce
5 7 (58.33%) Analytics
5 7 (58.33%) Apache Flume
5 7 (58.33%) Relational Database
6 6 (50.00%) NoSQL
6 6 (50.00%) Apache
6 6 (50.00%) Data Science
7 5 (41.67%) ETL
7 5 (41.67%) Web Services
7 5 (41.67%) MongoDB
7 5 (41.67%) Apache Cassandra
7 5 (41.67%) HBase
7 5 (41.67%) Data Engineering
7 5 (41.67%) Data Strategy
8 4 (33.33%) PySpark
8 4 (33.33%) Personalization
8 4 (33.33%) Creative Thinking
8 4 (33.33%) Data Acquisition
8 4 (33.33%) Virtual Team
8 4 (33.33%) HDFS

Apache Pig
Co-occurring IT Skills in London 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 8 (66.67%) Apache Spark
2 6 (50.00%) Apache
3 4 (33.33%) Cloud Foundry
4 1 (8.33%) Apache Airflow
4 1 (8.33%) Jupyter
Cloud Services
1 7 (58.33%) AWS
2 4 (33.33%) Amazon EMR
2 4 (33.33%) Cloud Computing
3 3 (25.00%) Azure
4 2 (16.67%) GCP
5 1 (8.33%) IaaS
5 1 (8.33%) PaaS
5 1 (8.33%) Power Platform
Communications & Networking
1 1 (8.33%) Intrusion Detection
Database & Business Intelligence
1 12 (100.00%) Apache Hive
2 11 (91.67%) Hadoop
3 9 (75.00%) Big Data
4 7 (58.33%) Relational Database
5 6 (50.00%) NoSQL
6 5 (41.67%) Apache Cassandra
6 5 (41.67%) HBase
6 5 (41.67%) MongoDB
7 4 (33.33%) Data Warehouse
7 4 (33.33%) Mahout
7 4 (33.33%) Sqoop
8 3 (25.00%) Impala
8 3 (25.00%) RDBMS
9 1 (8.33%) BigQuery
9 1 (8.33%) Bigtable
9 1 (8.33%) Enterprise Data Warehouse
9 1 (8.33%) Power BI
9 1 (8.33%) Presto
9 1 (8.33%) QlikView
9 1 (8.33%) Snowflake Schema
Development Applications
1 4 (33.33%) Git (software)
1 4 (33.33%) TeamCity
2 3 (25.00%) Jenkins
2 3 (25.00%) JIRA
2 3 (25.00%) JUnit
2 3 (25.00%) Octopus Deploy
2 3 (25.00%) Visual Studio Team System
General
1 3 (25.00%) Retail
2 1 (8.33%) Automotive
Job Titles
1 4 (33.33%) Data Analytics Director
1 4 (33.33%) Data Engineer
1 4 (33.33%) Data Science Director
2 3 (25.00%) Big Data Engineer
3 1 (8.33%) Developer
3 1 (8.33%) Head of Analytics
3 1 (8.33%) Head of Data Analytics
3 1 (8.33%) Head of E-Commerce
3 1 (8.33%) Machine Learning Specialist
3 1 (8.33%) Python Developer
3 1 (8.33%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 5 (41.67%) Web Services
2 4 (33.33%) PySpark
3 2 (16.67%) Kafka
4 1 (8.33%) Akka
4 1 (8.33%) Anaconda
4 1 (8.33%) Dask
4 1 (8.33%) NumPy
4 1 (8.33%) OpenCL
4 1 (8.33%) Pandas
4 1 (8.33%) scikit-learn
Miscellaneous
1 4 (33.33%) Virtual Team
2 1 (8.33%) Algorithms
2 1 (8.33%) Analytical Skills
2 1 (8.33%) Data Structures
2 1 (8.33%) Greenfield Project
Processes & Methodologies
1 9 (75.00%) Machine Learning
2 8 (66.67%) Agile Software Development
3 7 (58.33%) Analytics
3 7 (58.33%) MapReduce
4 6 (50.00%) Data Science
5 5 (41.67%) Data Engineering
5 5 (41.67%) Data Strategy
5 5 (41.67%) ETL
6 4 (33.33%) Data Acquisition
6 4 (33.33%) Data Architecture
6 4 (33.33%) DNA
6 4 (33.33%) OO
6 4 (33.33%) OOA/OOD
6 4 (33.33%) Predictive Modelling
6 4 (33.33%) Presales
6 4 (33.33%) Refactoring
6 4 (33.33%) RUP
6 4 (33.33%) Scrum
6 4 (33.33%) Software Engineering
6 4 (33.33%) Technical Architecture
Programming Languages
1 11 (91.67%) Python
2 8 (66.67%) Java
2 8 (66.67%) Scala
3 3 (25.00%) Shell Script
4 2 (16.67%) C++
4 2 (16.67%) R
5 1 (8.33%) C
5 1 (8.33%) Cython
5 1 (8.33%) SQL
System Software
1 7 (58.33%) Apache Flume
2 4 (33.33%) Apache ZooKeeper
2 4 (33.33%) HDFS
3 1 (8.33%) Docker
Systems Management
1 4 (33.33%) Oozie
2 3 (25.00%) Ansible
2 3 (25.00%) Hadoop YARN
2 3 (25.00%) Terraform
3 1 (8.33%) Kubernetes
Vendors
1 3 (25.00%) Cloudera
1 3 (25.00%) Hortonworks
1 3 (25.00%) MapR
2 1 (8.33%) ArcSight
2 1 (8.33%) Google
2 1 (8.33%) Splunk
2 1 (8.33%) Tableau