Period
to 29 July 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 29 July 2021 with a comparison to the same period in the previous 2 years.

Apache Pig
England > London
6 months to
29 Jul 2021
Same period 2020 Same period 2019
Rank 650 546 569
Rank change year-on-year -104 +23 +143
Permanent jobs citing Apache Pig 35 9 194
As % of all permanent jobs advertised in London 0.078% 0.031% 0.34%
As % of the Application Platforms category 0.53% 0.20% 2.12%
Number of salaries quoted 16 3 171
10th Percentile £72,500 £57,400 £62,500
25th Percentile £75,000 £60,250 £75,000
Median annual salary (50th Percentile) £82,500 £70,000 £85,000
Median % change year-on-year +17.86% -17.65% +13.33%
75th Percentile £95,938 £80,625 £105,000
90th Percentile £113,750 £84,000 £147,500
England median annual salary £82,500 £65,000 £85,000
% change year-on-year +26.92% -23.53% +24.54%

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 6,608 4,422 9,142
As % of all permanent IT jobs advertised in London 14.68% 15.43% 16.00%
Number of salaries quoted 4,258 3,528 7,505
10th Percentile £41,250 £38,750 £35,000
25th Percentile £50,000 £48,675 £46,250
Median annual salary (50th Percentile) £65,000 £65,000 £62,500
Median % change year-on-year - +4.00% +4.17%
75th Percentile £85,000 £83,188 £80,000
90th Percentile £100,000 £100,000 £95,000
England median annual salary £55,000 £53,500 £52,000
% change year-on-year +2.80% +2.88% +4.00%

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 29 July 2021.

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 29 July 2021. 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 +5 3 £75,000 - 3
Apache Pig
England

For the 6 months to 29 July 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 35 (100.00%) SQL
2 32 (91.43%) Hadoop
2 32 (91.43%) Apache Spark
3 28 (80.00%) Big Data
4 27 (77.14%) AWS
4 27 (77.14%) Agile Software Development
5 26 (74.29%) Python
6 22 (62.86%) ETL
7 21 (60.00%) Apache Airflow
7 21 (60.00%) Data Pipeline
8 19 (54.29%) Luigi
8 19 (54.29%) Amazon Kinesis
8 19 (54.29%) Kafka
9 18 (51.43%) Data Extraction
9 18 (51.43%) Continuous Delivery
10 17 (48.57%) Data Architecture
11 16 (45.71%) Continuous Integration
12 14 (40.00%) Data Strategy
13 12 (34.29%) Data Engineering
13 12 (34.29%) Azure
13 12 (34.29%) Java
13 12 (34.29%) Advertising
14 11 (31.43%) Data Management
14 11 (31.43%) DevOps
14 11 (31.43%) GCP
15 9 (25.71%) Visualisation
16 8 (22.86%) Apache Hive
16 8 (22.86%) NoSQL
16 8 (22.86%) Analytics
16 8 (22.86%) Tableau

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 32 (91.43%) Apache Spark
2 21 (60.00%) Apache Airflow
3 19 (54.29%) Luigi
4 2 (5.71%) SAS
5 1 (2.86%) Apache
Applications
1 2 (5.71%) SPSS
2 1 (2.86%) Weka
Cloud Services
1 27 (77.14%) AWS
2 19 (54.29%) Amazon Kinesis
3 12 (34.29%) Azure
4 11 (31.43%) GCP
5 6 (17.14%) Azure Data Factory
5 6 (17.14%) Power Platform
5 6 (17.14%) Snowflake
6 4 (11.43%) Azure Logic Apps
6 4 (11.43%) Azure Sentinel
7 3 (8.57%) Amazon EMR
8 2 (5.71%) AWS Step Functions
8 2 (5.71%) Azure Synapse Analytics
9 1 (2.86%) GitHub
Communications & Networking
1 1 (2.86%) DNS
1 1 (2.86%) HTTP
Database & Business Intelligence
1 32 (91.43%) Hadoop
2 28 (80.00%) Big Data
3 8 (22.86%) Apache Hive
3 8 (22.86%) NoSQL
3 8 (22.86%) Tableau
4 7 (20.00%) Data Warehouse
4 7 (20.00%) MongoDB
5 6 (17.14%) Amazon Redshift
5 6 (17.14%) Data Lake
5 6 (17.14%) HBase
5 6 (17.14%) PostgreSQL
5 6 (17.14%) Power BI
6 4 (11.43%) BigQuery
7 3 (8.57%) Amazon DynamoDB
7 3 (8.57%) Apache Cassandra
7 3 (8.57%) Data Mining
7 3 (8.57%) Neo4j
7 3 (8.57%) Spark SQL
7 3 (8.57%) Sqoop
8 2 (5.71%) OLTP
Development Applications
1 5 (14.29%) Git (software)
1 5 (14.29%) Jenkins
2 4 (11.43%) TeamCity
3 3 (8.57%) JIRA
4 2 (5.71%) ER Studio
4 2 (5.71%) ERwin
4 2 (5.71%) PowerDesigner
General
1 12 (34.29%) Advertising
2 4 (11.43%) Czech Language
3 2 (5.71%) Analytical Skills
3 2 (5.71%) Law
3 2 (5.71%) Social Skills
4 1 (2.86%) Banking
4 1 (2.86%) Documentation Skills
4 1 (2.86%) Finance
4 1 (2.86%) Investment Banking
4 1 (2.86%) Publishing
Job Titles
1 21 (60.00%) Data Engineer
2 5 (14.29%) Architect
3 4 (11.43%) Applications Architect
3 4 (11.43%) Azure Architect
3 4 (11.43%) Data Manager
3 4 (11.43%) Engineering Manager
4 3 (8.57%) Data Scientist
4 3 (8.57%) Developer
4 3 (8.57%) DevOps Architect
5 2 (5.71%) Full Stack Developer
6 1 (2.86%) Data Architect
6 1 (2.86%) Hadoop Developer
6 1 (2.86%) Senior Architect
6 1 (2.86%) Senior Data Architect
6 1 (2.86%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 19 (54.29%) Kafka
2 6 (17.14%) CSS
2 6 (17.14%) HTML
2 6 (17.14%) Node.js
3 5 (14.29%) OLE
3 5 (14.29%) RESTful
4 4 (11.43%) AngularJS
4 4 (11.43%) HTML5
4 4 (11.43%) J2EE
4 4 (11.43%) jQuery
4 4 (11.43%) JSON
4 4 (11.43%) Middleware
4 4 (11.43%) React
4 4 (11.43%) XML
5 2 (5.71%) Laravel
5 2 (5.71%) Nuxt
5 2 (5.71%) PySpark
5 2 (5.71%) Symfony
5 2 (5.71%) Vue.js
6 1 (2.86%) OAuth
Miscellaneous
1 5 (14.29%) Algorithms
2 4 (11.43%) Data Structures
2 4 (11.43%) Public Cloud
3 2 (5.71%) Derivative
3 2 (5.71%) Mobile App
3 2 (5.71%) User Experience
4 1 (2.86%) Management Information System
Operating Systems
1 1 (2.86%) Linux
1 1 (2.86%) Unix
Processes & Methodologies
1 27 (77.14%) Agile Software Development
2 22 (62.86%) ETL
3 21 (60.00%) Data Pipeline
4 18 (51.43%) Continuous Delivery
4 18 (51.43%) Data Extraction
5 17 (48.57%) Data Architecture
6 16 (45.71%) Continuous Integration
7 14 (40.00%) Data Strategy
8 12 (34.29%) Data Engineering
9 11 (31.43%) Data Management
9 11 (31.43%) DevOps
10 9 (25.71%) Visualisation
11 8 (22.86%) Analytics
12 7 (20.00%) Data Modelling
13 6 (17.14%) Business Intelligence
13 6 (17.14%) Test Automation
14 5 (14.29%) Data Visualisation
14 5 (14.29%) Full Stack Development
14 5 (14.29%) Thought Leadership
15 4 (11.43%) Actionable Insight
Programming Languages
1 35 (100.00%) SQL
2 26 (74.29%) Python
3 12 (34.29%) Java
4 6 (17.14%) JavaScript
4 6 (17.14%) R
4 6 (17.14%) Scala
5 2 (5.71%) C
5 2 (5.71%) C#
5 2 (5.71%) C++
5 2 (5.71%) F#
5 2 (5.71%) Perl
5 2 (5.71%) PHP
6 1 (2.86%) MATLAB
Qualifications
1 4 (11.43%) Degree
2 2 (5.71%) Computer Science Degree
Quality Assurance & Compliance
1 2 (5.71%) Accessibility
System Software
1 5 (14.29%) Docker
2 2 (5.71%) Apache Flume
Systems Management
1 3 (8.57%) Kubernetes
1 3 (8.57%) Terraform
2 1 (2.86%) Ansible
2 1 (2.86%) Hadoop YARN
Vendors
1 4 (11.43%) Databricks
2 2 (5.71%) Cloudera
2 2 (5.71%) Google
2 2 (5.71%) Microsoft
2 2 (5.71%) Oracle