Period
to 28 January 2020

The following table provides summary statistics for permanent job vacancies 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 28 January 2020 with a comparison to the same period in the previous 2 years.

Apache Pig
UK
6 months to
28 Jan 2020
Same period 2019 Same period 2018
Rank 993 873 949
Rank change year-on-year -120 +76 -204
Permanent jobs citing Apache Pig 30 242 247
As % of all permanent IT jobs advertised in the UK 0.024% 0.16% 0.14%
As % of the Application Platforms category 0.16% 1.00% 0.84%
Number of salaries quoted 19 169 189
UK median annual salary £65,000 £80,000 £70,000
Median salary % change year-on-year -18.75% +14.29% +22.81%
10th Percentile £45,000 £43,750 £37,500
90th Percentile £130,500 £106,500 £112,500
UK excluding London median annual salary £52,500 £48,750 £50,000
% change year-on-year +7.69% -2.50% -

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 with a requirement for application platform skills.

All Application Platform Skills
UK
Permanent vacancies with a requirement for application platform skills 18,476 24,160 29,290
As % of all permanent IT jobs advertised in the UK 14.71% 15.99% 17.02%
Number of salaries quoted 14,852 19,272 24,180
UK median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% +5.56%
10th Percentile £28,000 £28,125 £27,500
90th Percentile £85,000 £85,000 £77,500
UK excluding London median annual salary £45,000 £43,000 £41,000
% change year-on-year +4.65% +4.88% +2.50%

Apache Pig
Job Vacancy Trend

Job postings citing Apache Pig as a percentage of all IT jobs advertised.

Job vacancy trend for Apache Pig in the UK

Apache Pig
Salary Trend

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

Salary trend for Apache Pig in the UK

Apache Pig
Salary Histogram

The salary distribution of IT jobs citing Apache Pig over the 6 months to 28 January 2020.

Salary histogram for Apache Pig in the UK

Apache Pig
Top 7 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Apache Pig within the UK over the 6 months to 28 January 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
England -97 30 £65,000 -18.75% 10
London -85 18 £72,500 -14.71% 8
UK excluding London +35 12 £52,500 +7.69% 4
Midlands +43 6 £57,500 -
West Midlands - 6 £57,500 -
South West -1 5 £52,500 +10.53%
South East +41 1 £62,500 +25.00%

For the 6 months to 28 January 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 with a requirement for Apache Pig.

1 29 (96.67%) Hadoop
2 26 (86.67%) Apache Hive
3 25 (83.33%) Big Data
4 24 (80.00%) Apache Spark
5 20 (66.67%) Analytics
6 17 (56.67%) Machine Learning
7 15 (50.00%) Data Analytics
7 15 (50.00%) Azure
7 15 (50.00%) Data Warehouse
7 15 (50.00%) Analytical Skills
8 13 (43.33%) Data Mining
8 13 (43.33%) Visualisation
8 13 (43.33%) Hortonworks
9 12 (40.00%) Cloudera
9 12 (40.00%) MongoDB
9 12 (40.00%) Statistics
9 12 (40.00%) Mathematics
9 12 (40.00%) Data Modelling
9 12 (40.00%) Management Information System
9 12 (40.00%) Text Mining
9 12 (40.00%) Artificial Intelligence
9 12 (40.00%) Data Engineering
10 11 (36.67%) DevOps
10 11 (36.67%) ETL
10 11 (36.67%) NoSQL
11 10 (33.33%) Big Data Analytics
11 10 (33.33%) Computer Science
11 10 (33.33%) Data Management
12 9 (30.00%) Microsoft
12 9 (30.00%) Data Integration

Apache Pig
Co-occurring IT Skills 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 24 (80.00%) Apache Spark
2 6 (20.00%) Apache
3 1 (3.33%) Apache Solr
3 1 (3.33%) Elasticsearch
3 1 (3.33%) SharePoint
Applications
1 1 (3.33%) Microsoft Excel
1 1 (3.33%) Microsoft Office
1 1 (3.33%) Microsoft PowerPoint
Cloud Services
1 15 (50.00%) Azure
2 9 (30.00%) AWS Lambda
2 9 (30.00%) Serverless
3 8 (26.67%) PaaS
4 5 (16.67%) AWS
5 3 (10.00%) GCP
6 2 (6.67%) Azure Data Factory
6 2 (6.67%) Power Platform
Communications & Networking
1 1 (3.33%) Kerberos
Database & Business Intelligence
1 29 (96.67%) Hadoop
2 26 (86.67%) Apache Hive
3 25 (83.33%) Big Data
4 15 (50.00%) Data Warehouse
5 13 (43.33%) Data Mining
6 12 (40.00%) MongoDB
6 12 (40.00%) Text Mining
7 11 (36.67%) NoSQL
8 9 (30.00%) Enterprise Data Warehouse
9 8 (26.67%) Cosmos DB
10 6 (20.00%) HBase
11 4 (13.33%) Apache Cassandra
12 3 (10.00%) Sqoop
13 2 (6.67%) Amazon Redshift
13 2 (6.67%) Power BI
13 2 (6.67%) RDBMS
13 2 (6.67%) Relational Database
13 2 (6.67%) SQL Server Integration Services
14 1 (3.33%) Snowflake Schema
14 1 (3.33%) SQL Server
Development Applications
1 8 (26.67%) kappa
2 4 (13.33%) Git (software)
3 2 (6.67%) Jenkins
3 2 (6.67%) JIRA
3 2 (6.67%) JUnit
3 2 (6.67%) Octopus Deploy
3 2 (6.67%) TeamCity
3 2 (6.67%) Visual Studio Team System
4 1 (3.33%) Bitbucket
4 1 (3.33%) Eclipse
4 1 (3.33%) IntelliJ
4 1 (3.33%) NetBeans
4 1 (3.33%) Selenium
4 1 (3.33%) SonarQube
4 1 (3.33%) Subversion
General
1 4 (13.33%) Finance
2 2 (6.67%) Retail
3 1 (3.33%) Automotive
Job Titles
1 11 (36.67%) Architect
2 8 (26.67%) Solutions Architect
3 5 (16.67%) Data Engineer
4 4 (13.33%) Consultant
4 4 (13.33%) Data Scientist
5 3 (10.00%) Analytics Consultant
5 3 (10.00%) Data Architect
5 3 (10.00%) Developer
6 2 (6.67%) Big Data Developer
6 2 (6.67%) Big Data Engineer
6 2 (6.67%) Hadoop Developer
6 2 (6.67%) Senior Architect
6 2 (6.67%) Senior Data Architect
6 2 (6.67%) Threat Hunter
7 1 (3.33%) Cloud Developer
7 1 (3.33%) Data Consultant
7 1 (3.33%) Java Developer
7 1 (3.33%) Research Engineer
7 1 (3.33%) Senior Developer
7 1 (3.33%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 5 (16.67%) Kafka
2 2 (6.67%) Natural Language Processing
2 2 (6.67%) PySpark
2 2 (6.67%) RabbitMQ
2 2 (6.67%) Web Services
3 1 (3.33%) ActiveMQ
3 1 (3.33%) EDI
3 1 (3.33%) Hibernate
3 1 (3.33%) JPA
3 1 (3.33%) Node.js
3 1 (3.33%) OpenCL
3 1 (3.33%) REST
3 1 (3.33%) SOAP
3 1 (3.33%) Spring
3 1 (3.33%) Spring Boot
3 1 (3.33%) Spring Cloud
Miscellaneous
1 15 (50.00%) Analytical Skills
2 12 (40.00%) Management Information System
3 8 (26.67%) Virtual Team
4 5 (16.67%) Algorithms
5 4 (13.33%) Data Structures
5 4 (13.33%) Social Media
6 2 (6.67%) Cyber Defence
6 2 (6.67%) Cyberthreat
7 1 (3.33%) Cloud Native
7 1 (3.33%) Life Science
7 1 (3.33%) Replication
7 1 (3.33%) Robotics
Operating Systems
1 2 (6.67%) Linux
Processes & Methodologies
1 20 (66.67%) Analytics
2 17 (56.67%) Machine Learning
3 15 (50.00%) Data Analytics
4 13 (43.33%) Visualisation
5 12 (40.00%) Artificial Intelligence
5 12 (40.00%) Data Engineering
5 12 (40.00%) Data Modelling
5 12 (40.00%) Mathematics
5 12 (40.00%) Statistics
6 11 (36.67%) DevOps
6 11 (36.67%) ETL
7 10 (33.33%) Big Data Analytics
7 10 (33.33%) Computer Science
7 10 (33.33%) Data Management
8 9 (30.00%) Data Integration
8 9 (30.00%) Thought Leadership
9 8 (26.67%) Infrastructure as Code
9 8 (26.67%) Strategic Roadmap
9 8 (26.67%) Translating Business Requirements
9 8 (26.67%) Value Proposition
Programming Languages
1 7 (23.33%) SQL
2 6 (20.00%) Java
3 5 (16.67%) Python
4 4 (13.33%) C
5 3 (10.00%) Scala
6 2 (6.67%) C++
6 2 (6.67%) Data Analysis Expressions (DAX)
6 2 (6.67%) Shell Script
7 1 (3.33%) Bash Shell
7 1 (3.33%) HiveQL
7 1 (3.33%) JavaScript
7 1 (3.33%) Perl
7 1 (3.33%) PHP
7 1 (3.33%) Pig Latin
7 1 (3.33%) R
7 1 (3.33%) Ruby
7 1 (3.33%) T-SQL
Qualifications
1 6 (20.00%) Degree
2 4 (13.33%) SC Cleared
2 4 (13.33%) Security Cleared
3 1 (3.33%) Computer Science Degree
3 1 (3.33%) PhD
Quality Assurance & Compliance
1 9 (30.00%) Data Quality
2 1 (3.33%) GDPR
System Software
1 6 (20.00%) HDFS
2 5 (16.67%) Apache Flume
3 1 (3.33%) Apache ZooKeeper
3 1 (3.33%) Docker
Systems Management
1 3 (10.00%) Ansible
1 3 (10.00%) Hadoop YARN
1 3 (10.00%) Oozie
2 2 (6.67%) Terraform
Vendors
1 13 (43.33%) Hortonworks
2 12 (40.00%) Cloudera
3 9 (30.00%) Microsoft
4 6 (20.00%) Tableau
5 4 (13.33%) Cognos
6 3 (10.00%) MapR
7 2 (6.67%) ArcSight
7 2 (6.67%) Splunk
8 1 (3.33%) Informatica
8 1 (3.33%) Netezza
8 1 (3.33%) SAP
8 1 (3.33%) Talend
8 1 (3.33%) Teradata
8 1 (3.33%) Vertica