Period
to 22 June 2021

The following table provides summary statistics for contract job vacancies advertised in England with a requirement for Apache Pig skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Apache Pig over the 6 months to 22 June 2021 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Apache Pig
UK > England
6 months to
22 Jun 2021
Same period 2020 Same period 2019
Rank 622 548 759
Rank change year-on-year -74 +211 -61
Contract jobs citing Apache Pig 14 22 65
As % of all contract jobs advertised in England 0.028% 0.058% 0.078%
As % of the Application Platforms category 0.21% 0.40% 0.50%
Number of daily rates quoted 3 11 34
Median daily rate (50th Percentile) £500 £475 £538
Median % change year-on-year +5.26% -11.63% -2.27%
UK median daily rate £500 £475 £538
% change year-on-year +5.26% -11.63% -2.27%

Apache Pig is in the Application Platforms category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in England with a requirement for application platform skills.

All Application Platform Skills
England
Contract vacancies with a requirement for application platform skills 6,514 5,527 13,068
As % of all contract IT jobs advertised in England 13.00% 14.64% 15.75%
Number of daily rates quoted 4,475 3,789 8,543
10th Percentile £300 £300 £275
25th Percentile £400 £388 £375
Median daily rate (50th Percentile) £495 £475 £475
Median % change year-on-year +4.21% - +5.56%
75th Percentile £588 £570 £575
90th Percentile £675 £656 £650
UK median daily rate £488 £475 £475
% change year-on-year +2.63% - +5.56%
Number of hourly rates quoted 124 117 263
10th Percentile £12.25 £12.63 £12.00
25th Percentile £16.25 £15.00 £12.50
Median hourly rate £23.71 £20.00 £17.50
Median % change year-on-year +18.56% +14.29% -8.50%
75th Percentile £56.13 £33.00 £34.26
90th Percentile £65.54 £55.50 £49.75
UK median hourly rate £25.00 £20.00 £18.75
% change year-on-year +25.00% +6.67% -1.03%

Apache Pig
Job Vacancy Trend in England

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

Job vacancy trend for Apache Pig in England

Apache Pig
Contractor Daily Rate Trend in England

3-month moving average daily rate quoted in jobs citing Apache Pig in England.

Daily rate trend for Apache Pig in England

Apache Pig
Contractor Hourly Rate Trend in England

3-month moving average hourly rates quoted in jobs citing Apache Pig in England.

Hourly rate trend for Apache Pig in England

Apache Pig
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Apache Pig within the England region over the 6 months to 22 June 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
London -78 11 £500 +5.26% 7
South West - 2 £469 -
East of England - 1 - -
Apache Pig
UK

For the 6 months to 22 June 2021, IT contractor 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 contract job ads across the England region with a requirement for Apache Pig.

1 11 (78.57%) Python
1 11 (78.57%) Hadoop
1 11 (78.57%) Apache Hive
1 11 (78.57%) Apache Spark
2 9 (64.29%) Big Data
2 9 (64.29%) Data Warehouse
3 7 (50.00%) Java
3 7 (50.00%) SQL
3 7 (50.00%) Kafka
3 7 (50.00%) Scala
3 7 (50.00%) Azure
4 6 (42.86%) Data Lake
4 6 (42.86%) Data Pipeline
5 5 (35.71%) Azure Data Factory
5 5 (35.71%) NoSQL
5 5 (35.71%) Analytics
5 5 (35.71%) Business Intelligence
5 5 (35.71%) Agile Software Development
5 5 (35.71%) Computer Science
6 4 (28.57%) Cloud Computing
6 4 (28.57%) Artificial Intelligence
6 4 (28.57%) Degree
6 4 (28.57%) RDBMS
6 4 (28.57%) Scrum
6 4 (28.57%) Linux
6 4 (28.57%) Machine Learning
6 4 (28.57%) HBase
6 4 (28.57%) MapReduce
6 4 (28.57%) AWS
6 4 (28.57%) RESTful

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 11 (78.57%) Apache Spark
2 1 (7.14%) Apache
2 1 (7.14%) Cloud Foundry
2 1 (7.14%) SAS
Business Applications
1 1 (7.14%) SAP Oil and Gas
Cloud Services
1 7 (50.00%) Azure
2 5 (35.71%) Azure Data Factory
3 4 (28.57%) AWS
3 4 (28.57%) Cloud Computing
3 4 (28.57%) GCP
4 3 (21.43%) Azure Machine Learning
4 3 (21.43%) Azure Stack
4 3 (21.43%) Serverless
5 2 (14.29%) Amazon EC2
5 2 (14.29%) Amazon S3
5 2 (14.29%) Azure Active Directory
5 2 (14.29%) Azure Cosmos DB
5 2 (14.29%) Azure Functions
5 2 (14.29%) Azure Storage
5 2 (14.29%) GitHub
6 1 (7.14%) Amazon EMR
6 1 (7.14%) Azure App Service
6 1 (7.14%) Azure Service Fabric
6 1 (7.14%) PaaS
6 1 (7.14%) Power Platform
Communications & Networking
1 1 (7.14%) Kerberos
Database & Business Intelligence
1 11 (78.57%) Apache Hive
1 11 (78.57%) Hadoop
2 9 (64.29%) Big Data
2 9 (64.29%) Data Warehouse
3 6 (42.86%) Data Lake
4 5 (35.71%) NoSQL
5 4 (28.57%) HBase
5 4 (28.57%) Impala
5 4 (28.57%) RDBMS
5 4 (28.57%) Relational Database
6 3 (21.43%) BigQuery
7 2 (14.29%) Amazon RDS
7 2 (14.29%) Apache Cassandra
7 2 (14.29%) Azure SQL Data Warehouse
7 2 (14.29%) Azure SQL Database
7 2 (14.29%) MongoDB
8 1 (7.14%) Apache Kudu
8 1 (7.14%) Cloudera CDH
8 1 (7.14%) Power BI
8 1 (7.14%) Tableau
Development Applications
1 1 (7.14%) Eclipse
1 1 (7.14%) Git (software)
1 1 (7.14%) Jenkins
1 1 (7.14%) TeamCity
1 1 (7.14%) Vagrant
1 1 (7.14%) Visual Studio
1 1 (7.14%) Visual Studio Code
General
1 4 (28.57%) Social Skills
2 3 (21.43%) Analytical Skills
3 2 (14.29%) Banking
3 2 (14.29%) Investment Banking
4 1 (7.14%) Finance
Job Titles
1 3 (21.43%) Data Engineer
1 3 (21.43%) Developer
2 2 (14.29%) Architect
2 2 (14.29%) Azure Engineer
2 2 (14.29%) Big Data Engineer
2 2 (14.29%) Consultant
2 2 (14.29%) Python Engineer
2 2 (14.29%) Solutions Architect
3 1 (7.14%) Administrator
3 1 (7.14%) Big Data Consultant
3 1 (7.14%) Big Data Developer
3 1 (7.14%) Cloud Architect
3 1 (7.14%) Cloud Solutions Architect
3 1 (7.14%) Data Consultant
3 1 (7.14%) Data Scientist
3 1 (7.14%) DevOps Engineer
3 1 (7.14%) Hadoop Administrator
3 1 (7.14%) Hadoop Developer
3 1 (7.14%) Java Developer
3 1 (7.14%) Python Developer
Libraries, Frameworks & Software Standards
1 7 (50.00%) Kafka
2 4 (28.57%) RESTful
3 2 (14.29%) Spark Streaming
4 1 (7.14%) Apache Tez
4 1 (7.14%) JSON
4 1 (7.14%) Node.js
4 1 (7.14%) PySpark
4 1 (7.14%) REST
4 1 (7.14%) Ruby on Rails
4 1 (7.14%) TensorFlow
4 1 (7.14%) Web Services
Miscellaneous
1 2 (14.29%) Cloud Native
2 1 (7.14%) Algorithms
2 1 (7.14%) Greenfield Project
2 1 (7.14%) Mobile App
Operating Systems
1 4 (28.57%) Linux
2 2 (14.29%) Debian
2 2 (14.29%) Red Hat Enterprise Linux
2 2 (14.29%) Ubuntu
2 2 (14.29%) Windows
3 1 (7.14%) Android
3 1 (7.14%) Apple iOS
3 1 (7.14%) Unix
Processes & Methodologies
1 6 (42.86%) Data Pipeline
2 5 (35.71%) Agile Software Development
2 5 (35.71%) Analytics
2 5 (35.71%) Business Intelligence
2 5 (35.71%) Computer Science
3 4 (28.57%) Artificial Intelligence
3 4 (28.57%) Data Analytics
3 4 (28.57%) Data Engineering
3 4 (28.57%) Machine Learning
3 4 (28.57%) MapReduce
3 4 (28.57%) Scrum
4 3 (21.43%) Data Munging
4 3 (21.43%) DevOps
4 3 (21.43%) Microservices
5 2 (14.29%) Continuous Integration
5 2 (14.29%) Data Science
5 2 (14.29%) Re-Platforming
5 2 (14.29%) Root Cause Analysis
5 2 (14.29%) The Twelve-Factor App
6 1 (7.14%) Gradient Boosting
Programming Languages
1 11 (78.57%) Python
2 7 (50.00%) Java
2 7 (50.00%) Scala
2 7 (50.00%) SQL
3 3 (21.43%) C#
3 3 (21.43%) Perl
3 3 (21.43%) PHP
4 2 (14.29%) JavaScript
4 2 (14.29%) PowerShell
4 2 (14.29%) T-SQL
5 1 (7.14%) Bash Shell
5 1 (7.14%) C++
5 1 (7.14%) Clojure
5 1 (7.14%) Haskell
5 1 (7.14%) Java 8
5 1 (7.14%) Kotlin
5 1 (7.14%) R
5 1 (7.14%) Ruby
Qualifications
1 4 (28.57%) Degree
2 1 (7.14%) Computer Science Degree
2 1 (7.14%) Master's Degree
2 1 (7.14%) PhD
Quality Assurance & Compliance
1 2 (14.29%) Data Quality
System Software
1 3 (21.43%) HDFS
2 2 (14.29%) Active Directory
2 2 (14.29%) Apache Flume
3 1 (7.14%) Apache ZooKeeper
3 1 (7.14%) Docker
Systems Management
1 3 (21.43%) Kubernetes
2 2 (14.29%) Oozie
3 1 (7.14%) Ansible
Vendors
1 3 (21.43%) Cloudera
1 3 (21.43%) Databricks
1 3 (21.43%) Google
2 2 (14.29%) MapR
2 2 (14.29%) MuleSoft
2 2 (14.29%) Red Hat
3 1 (7.14%) Hortonworks
3 1 (7.14%) Informatica
3 1 (7.14%) Salesforce.com
3 1 (7.14%) SAP
3 1 (7.14%) StreamSets
3 1 (7.14%) Zoomdata