Period
to 16 April 2021

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 16 April 2021 with a comparison to the same period in the previous 2 years.

Apache Pig
England > London
6 months to
16 Apr 2021
Same period 2020 Same period 2019
Rank 533 648 518
Rank change year-on-year +115 -130 +189
Permanent jobs citing Apache Pig 30 19 255
As % of all permanent jobs advertised in London 0.096% 0.041% 0.42%
As % of the Application Platforms category 0.68% 0.28% 2.55%
Number of salaries quoted 2 8 234
10th Percentile £80,125 £60,400 £62,875
25th Percentile £84,063 £62,500 £73,750
Median annual salary (50th Percentile) £93,750 £70,000 £85,000
Median % change year-on-year +33.93% -17.65% +6.25%
75th Percentile £104,063 £77,813 £105,000
90th Percentile £108,375 £100,125 £113,750
England median annual salary £87,500 £70,000 £85,000
% change year-on-year +25.00% -17.65% +30.77%

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 4,418 6,833 9,996
As % of all permanent IT jobs advertised in London 14.20% 14.82% 16.44%
Number of salaries quoted 3,477 5,541 8,181
10th Percentile £41,250 £35,000 £32,500
25th Percentile £50,000 £46,250 £45,000
Median annual salary (50th Percentile) £65,000 £62,500 £60,000
Median % change year-on-year +4.00% +4.17% -
75th Percentile £83,750 £80,000 £80,000
90th Percentile £97,500 £95,000 £95,000
England median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% -

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 16 April 2021.

Salary histogram for Apache Pig in London

For the 6 months to 16 April 2021, 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 30 (100.00%) Python
1 30 (100.00%) SQL
1 30 (100.00%) Hadoop
1 30 (100.00%) AWS
1 30 (100.00%) Big Data
1 30 (100.00%) Apache Spark
2 21 (70.00%) Kafka
2 21 (70.00%) ETL
3 20 (66.67%) Agile Software Development
3 20 (66.67%) Continuous Integration
3 20 (66.67%) Data Extraction
3 20 (66.67%) Data Architecture
3 20 (66.67%) Amazon Kinesis
3 20 (66.67%) Continuous Delivery
3 20 (66.67%) Apache Airflow
3 20 (66.67%) Luigi
3 20 (66.67%) Data Strategy
4 10 (33.33%) Azure
4 10 (33.33%) Data Management
4 10 (33.33%) Advertising
4 10 (33.33%) Java
5 9 (30.00%) C++
5 9 (30.00%) Machine Learning
5 9 (30.00%) Statistical Modelling
5 9 (30.00%) Apache Cassandra
5 9 (30.00%) NoSQL
5 9 (30.00%) Tableau
5 9 (30.00%) Mathematics
5 9 (30.00%) Physics
5 9 (30.00%) Computer Science

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 30 (100.00%) Apache Spark
2 20 (66.67%) Apache Airflow
2 20 (66.67%) Luigi
3 8 (26.67%) SAS
4 1 (3.33%) Apache
Applications
1 8 (26.67%) SPSS
Cloud Services
1 30 (100.00%) AWS
2 20 (66.67%) Amazon Kinesis
3 10 (33.33%) Azure
4 2 (6.67%) GCP
5 1 (3.33%) Cloud Computing
5 1 (3.33%) Power Platform
Database & Business Intelligence
1 30 (100.00%) Big Data
1 30 (100.00%) Hadoop
2 9 (30.00%) Apache Cassandra
2 9 (30.00%) NoSQL
2 9 (30.00%) QlikView
2 9 (30.00%) Tableau
3 8 (26.67%) Data Mining
3 8 (26.67%) Text Mining
4 2 (6.67%) Apache Hive
4 2 (6.67%) MongoDB
5 1 (3.33%) Amazon DynamoDB
5 1 (3.33%) HBase
5 1 (3.33%) Impala
5 1 (3.33%) Power BI
5 1 (3.33%) Relational Database
5 1 (3.33%) Sqoop
5 1 (3.33%) Triplestore
General
1 10 (33.33%) Advertising
2 8 (26.67%) Law
3 1 (3.33%) Electronics
Job Titles
1 15 (50.00%) Data Engineer
2 8 (26.67%) Data Scientist
3 1 (3.33%) Architect
3 1 (3.33%) Cloud Architect
3 1 (3.33%) Web Specialist
Libraries, Frameworks & Software Standards
1 21 (70.00%) Kafka
2 5 (16.67%) OLE
3 1 (3.33%) NumPy
3 1 (3.33%) Pandas
3 1 (3.33%) REST
Miscellaneous
1 9 (30.00%) Analytical Skills
2 1 (3.33%) Semantic Web
Processes & Methodologies
1 21 (70.00%) ETL
2 20 (66.67%) Agile Software Development
2 20 (66.67%) Continuous Delivery
2 20 (66.67%) Continuous Integration
2 20 (66.67%) Data Architecture
2 20 (66.67%) Data Extraction
2 20 (66.67%) Data Strategy
3 10 (33.33%) Data Management
4 9 (30.00%) Analytics
4 9 (30.00%) Computer Science
4 9 (30.00%) Data Science
4 9 (30.00%) Machine Learning
4 9 (30.00%) Mathematics
4 9 (30.00%) Physics
4 9 (30.00%) Statistical Modelling
5 8 (26.67%) Operations Research
5 8 (26.67%) Predictive Analytics
5 8 (26.67%) Problem-Solving
5 8 (26.67%) Statistics
5 8 (26.67%) Visualisation
Programming Languages
1 30 (100.00%) Python
1 30 (100.00%) SQL
2 10 (33.33%) Java
3 9 (30.00%) C++
4 8 (26.67%) C
4 8 (26.67%) C#
4 8 (26.67%) F#
4 8 (26.67%) Perl
5 6 (20.00%) R
6 2 (6.67%) Scala
Qualifications
1 8 (26.67%) Degree
2 1 (3.33%) PhD
System Software
1 1 (3.33%) Apache Flume
1 1 (3.33%) HDFS
Vendors
1 8 (26.67%) Cloudera
1 8 (26.67%) Databricks
2 2 (6.67%) Google
3 1 (3.33%) Ab Initio
3 1 (3.33%) Cognos
3 1 (3.33%) Informatica
3 1 (3.33%) MicroStrategy
3 1 (3.33%) Talend