Period
to 20 November 2019

The following table provides summary statistics for permanent job vacancies advertised in England 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 20 November 2019 with a comparison to the same period in the previous 2 years.

Apache Pig
UK > England
6 months to
20 Nov 2019
Same period 2018 Same period 2017
Rank 976 892 982
Rank change year-on-year -84 +90 -185
Permanent jobs citing Apache Pig 61 243 197
As % of all permanent IT jobs advertised in England 0.048% 0.16% 0.12%
As % of the Application Platforms category 0.33% 0.99% 0.67%
Number of salaries quoted 44 172 153
England median annual salary £70,000 £70,000 £70,000
10th Percentile £45,375 £37,500 £37,500
90th Percentile £115,000 £106,250 £114,750
UK median annual salary £70,000 £70,000 £70,000

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 England with a requirement for application platform skills.

All Application Platform Skills
England
Permanent vacancies with a requirement for application platform skills 18,418 24,616 29,620
As % of all permanent IT jobs advertised in England 14.60% 16.21% 17.57%
Number of salaries quoted 14,920 19,947 24,161
England median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% +3.26%
10th Percentile £27,500 £28,000 £27,000
90th Percentile £85,000 £83,750 £77,500
UK median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Apache Pig
Job Vacancy Trend in England

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

Job vacancy trend for Apache Pig in England

Apache Pig
Salary Trend in England

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

Salary trend for Apache Pig in England

Apache Pig
Salary Histogram in England

The salary distribution of IT jobs citing Apache Pig in England over the 6 months to 20 November 2019.

Salary histogram for Apache Pig in England

Apache Pig
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Apache Pig within the England region over the 6 months to 20 November 2019. 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
London -39 37 £90,000 +12.50% 8
South West -11 11 £52,500 +16.67%
Midlands +47 5 £50,000 -
South East +39 5 £47,500 -2.56% 1
West Midlands - 5 £50,000 -
North of England +31 2 £50,000 -
North West +28 2 £50,000 +2.56%
East of England +50 1 £57,500 -23.33%
Apache Pig
UK

For the 6 months to 20 November 2019, 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 England region with a requirement for Apache Pig.

1 52 (85.25%) Hadoop
2 47 (77.05%) Apache Hive
2 47 (77.05%) Apache Spark
3 45 (73.77%) Big Data
4 37 (60.66%) Analytics
5 33 (54.10%) MongoDB
6 28 (45.90%) Azure
7 27 (44.26%) Machine Learning
8 24 (39.34%) NoSQL
9 23 (37.70%) Analytical Skills
9 23 (37.70%) Python
10 22 (36.07%) Data Modelling
10 22 (36.07%) Java
10 22 (36.07%) SQL
11 21 (34.43%) Visualisation
11 21 (34.43%) Data Analytics
12 20 (32.79%) DevOps
12 20 (32.79%) Data Warehouse
13 19 (31.15%) Cloudera
14 18 (29.51%) AWS
14 18 (29.51%) HBase
14 18 (29.51%) Data Mining
14 18 (29.51%) Mathematics
14 18 (29.51%) Data Management
14 18 (29.51%) Artificial Intelligence
14 18 (29.51%) Computer Science
14 18 (29.51%) Data Science
15 16 (26.23%) Impala
16 15 (24.59%) MapReduce
16 15 (24.59%) Kafka

Apache Pig
Co-occurring IT Skills in England 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 47 (77.05%) Apache Spark
2 9 (14.75%) Apache
3 6 (9.84%) Elasticsearch
4 5 (8.20%) Apache Solr
5 2 (3.28%) SAS
6 1 (1.64%) Apache Airflow
6 1 (1.64%) Jupyter
Applications
1 3 (4.92%) GNU Octave
2 2 (3.28%) SPSS
Cloud Services
1 28 (45.90%) Azure
2 18 (29.51%) AWS
3 14 (22.95%) Serverless
4 13 (21.31%) AWS Lambda
5 12 (19.67%) GCP
6 9 (14.75%) PaaS
7 8 (13.11%) Azure Data Factory
8 5 (8.20%) Power Platform
9 2 (3.28%) Cortana Intelligence Suite
10 1 (1.64%) Amazon CloudWatch
10 1 (1.64%) Amazon EMR
10 1 (1.64%) Amazon Kinesis
10 1 (1.64%) Amazon SageMaker
10 1 (1.64%) Amazon SQS
10 1 (1.64%) AWS Data Pipeline
10 1 (1.64%) Cloud Computing
10 1 (1.64%) IaaS
10 1 (1.64%) Office 365
10 1 (1.64%) PowerApps
10 1 (1.64%) Qubole
Communications & Networking
1 1 (1.64%) Kerberos
Database & Business Intelligence
1 52 (85.25%) Hadoop
2 47 (77.05%) Apache Hive
3 45 (73.77%) Big Data
4 33 (54.10%) MongoDB
5 24 (39.34%) NoSQL
6 20 (32.79%) Data Warehouse
7 18 (29.51%) Data Mining
7 18 (29.51%) HBase
8 16 (26.23%) Impala
9 14 (22.95%) Text Mining
10 13 (21.31%) Apache Cassandra
11 12 (19.67%) Sqoop
12 11 (18.03%) Enterprise Data Warehouse
13 10 (16.39%) Cosmos DB
14 8 (13.11%) Data Lake
14 8 (13.11%) Redis
15 7 (11.48%) Relational Database
16 6 (9.84%) BigQuery
17 5 (8.20%) Amazon Redshift
17 5 (8.20%) Power BI
Development Applications
1 11 (18.03%) Git (software)
2 8 (13.11%) kappa
3 5 (8.20%) Eclipse
3 5 (8.20%) IntelliJ
3 5 (8.20%) NetBeans
4 4 (6.56%) Subversion
5 3 (4.92%) ER Studio
5 3 (4.92%) ERwin
5 3 (4.92%) PowerDesigner
6 2 (3.28%) Jenkins
6 2 (3.28%) Visual Studio
7 1 (1.64%) Bitbucket
7 1 (1.64%) JIRA
7 1 (1.64%) Selenium
7 1 (1.64%) SonarQube
General
1 9 (14.75%) Finance
2 4 (6.56%) Banking
2 4 (6.56%) Law
3 3 (4.92%) Electronics
4 2 (3.28%) Retail
Job Titles
1 13 (21.31%) Developer
2 10 (16.39%) Architect
2 10 (16.39%) Data Engineer
3 8 (13.11%) Data Scientist
3 8 (13.11%) Senior Developer
3 8 (13.11%) Solutions Architect
4 7 (11.48%) Consultant
5 6 (9.84%) Java Developer
5 6 (9.84%) Senior Data Engineer
6 5 (8.20%) Senior Java Developer
7 4 (6.56%) Analytics Consultant
7 4 (6.56%) Big Data Developer
7 4 (6.56%) Data Consultant
8 3 (4.92%) Analyst
8 3 (4.92%) Big Data Consultant
8 3 (4.92%) Big Data Engineer
8 3 (4.92%) Business Intelligence Developer
8 3 (4.92%) Data Analyst
8 3 (4.92%) Python Engineer
8 3 (4.92%) Senior Business Intelligence Developer
Libraries, Frameworks & Software Standards
1 15 (24.59%) Kafka
2 9 (14.75%) RabbitMQ
3 7 (11.48%) Node.js
3 7 (11.48%) Spring
4 6 (9.84%) Hibernate
4 6 (9.84%) Web Services
5 5 (8.20%) ActiveMQ
5 5 (8.20%) Apache NiFi
5 5 (8.20%) JPA
5 5 (8.20%) NumPy
5 5 (8.20%) Pandas
5 5 (8.20%) SOAP
5 5 (8.20%) Spring Boot
5 5 (8.20%) Spring Cloud
6 4 (6.56%) REST
7 3 (4.92%) Apache Beam
7 3 (4.92%) Play Framework
7 3 (4.92%) PySpark
7 3 (4.92%) Spark Streaming
8 2 (3.28%) Natural Language Processing
Miscellaneous
1 23 (37.70%) Analytical Skills
2 14 (22.95%) Management Information System
3 8 (13.11%) Algorithms
3 8 (13.11%) Virtual Team
4 6 (9.84%) Data Structures
4 6 (9.84%) Social Media
5 3 (4.92%) Cloud Native
5 3 (4.92%) Semantic Web
6 1 (1.64%) Cyber Defence
6 1 (1.64%) Cyberthreat
6 1 (1.64%) Greenfield Project
6 1 (1.64%) Life Science
6 1 (1.64%) PKI
6 1 (1.64%) Reference Data
6 1 (1.64%) Replication
6 1 (1.64%) Robotics
Operating Systems
1 7 (11.48%) Linux
2 2 (3.28%) Unix
3 1 (1.64%) CentOS
3 1 (1.64%) Ubuntu
Processes & Methodologies
1 37 (60.66%) Analytics
2 27 (44.26%) Machine Learning
3 22 (36.07%) Data Modelling
4 21 (34.43%) Data Analytics
4 21 (34.43%) Visualisation
5 20 (32.79%) DevOps
6 18 (29.51%) Artificial Intelligence
6 18 (29.51%) Computer Science
6 18 (29.51%) Data Management
6 18 (29.51%) Data Science
6 18 (29.51%) Mathematics
7 15 (24.59%) ETL
7 15 (24.59%) MapReduce
7 15 (24.59%) Statistics
8 13 (21.31%) Business Intelligence
8 13 (21.31%) Data Integration
9 12 (19.67%) Data Engineering
10 11 (18.03%) Data Visualisation
11 10 (16.39%) Master Data Management
11 10 (16.39%) Thought Leadership
Programming Languages
1 23 (37.70%) Python
2 22 (36.07%) Java
2 22 (36.07%) SQL
3 12 (19.67%) Scala
4 6 (9.84%) C
4 6 (9.84%) JavaScript
5 5 (8.20%) R
5 5 (8.20%) T-SQL
6 4 (6.56%) C++
7 3 (4.92%) Perl
7 3 (4.92%) PL/SQL
8 2 (3.28%) PHP
9 1 (1.64%) Bash Shell
9 1 (1.64%) C#
9 1 (1.64%) Data Analysis Expressions (DAX)
9 1 (1.64%) HiveQL
9 1 (1.64%) Pig Latin
9 1 (1.64%) Ruby
9 1 (1.64%) TypeScript
Qualifications
1 14 (22.95%) Degree
2 7 (11.48%) Computer Science Degree
3 6 (9.84%) SC Cleared
3 6 (9.84%) Security Cleared
4 5 (8.20%) PhD
5 1 (1.64%) DV Cleared
Quality Assurance & Compliance
1 9 (14.75%) Data Quality
2 1 (1.64%) GDPR
2 1 (1.64%) QA
System Software
1 13 (21.31%) Docker
2 12 (19.67%) HDFS
3 11 (18.03%) Apache Flume
4 5 (8.20%) Apache ZooKeeper
5 2 (3.28%) Cronacle
6 1 (1.64%) Hyper-V
6 1 (1.64%) VMware Infrastructure
Systems Management
1 9 (14.75%) Oozie
2 8 (13.11%) Hadoop YARN
3 6 (9.84%) Kubernetes
4 3 (4.92%) Opscode Chef
5 2 (3.28%) Control-M
5 2 (3.28%) Puppet
5 2 (3.28%) Terraform
6 1 (1.64%) Ansible
Vendors
1 19 (31.15%) Cloudera
2 14 (22.95%) Hortonworks
3 11 (18.03%) Microsoft
3 11 (18.03%) Tableau
4 6 (9.84%) Google
5 5 (8.20%) Databricks
5 5 (8.20%) MapR
6 4 (6.56%) Cognos
6 4 (6.56%) Informatica
6 4 (6.56%) Talend
7 3 (4.92%) Netezza
7 3 (4.92%) Teradata
8 1 (1.64%) ArcSight
8 1 (1.64%) Oracle
8 1 (1.64%) SAP
8 1 (1.64%) Splunk
8 1 (1.64%) Vertica
8 1 (1.64%) VMware