Period
to 28 September 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 28 September 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
28 Sep 2021
Same period 2020 Same period 2019
Rank 711 459 776
Rank change year-on-year -252 +317 -21
Contract jobs citing Apache Pig 24 20 37
As % of all contract jobs advertised in England 0.037% 0.078% 0.047%
As % of the Application Platforms category 0.28% 0.53% 0.31%
Number of daily rates quoted 6 6 25
10th Percentile £406 £456 £422
25th Percentile £453 £463 £475
Median daily rate (50th Percentile) £487 £475 £525
Median % change year-on-year +2.53% -9.52% -4.55%
75th Percentile £500 £488 £575
90th Percentile £569 £581 £600
UK median daily rate £500 £475 £525
% change year-on-year +5.26% -9.52% -4.55%

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 8,457 3,806 12,075
As % of all contract IT jobs advertised in England 13.03% 14.87% 15.18%
Number of daily rates quoted 5,863 2,585 7,952
10th Percentile £300 £300 £263
25th Percentile £405 £388 £365
Median daily rate (50th Percentile) £500 £475 £463
Median % change year-on-year +5.26% +2.70% +0.54%
75th Percentile £600 £571 £563
90th Percentile £688 £675 £638
UK median daily rate £500 £475 £455
% change year-on-year +5.26% +4.40% +1.11%
Number of hourly rates quoted 153 98 245
10th Percentile £14.05 £12.63 £10.88
25th Percentile £16.67 £15.19 £13.00
Median hourly rate £24.00 £21.62 £20.00
Median % change year-on-year +11.01% +8.10% -
75th Percentile £53.75 £34.75 £34.00
90th Percentile £65.50 £57.27 £51.35
UK median hourly rate £24.50 £21.74 £20.86
% change year-on-year +12.70% +4.24% +4.28%

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
Daily Rate Histogram in England

Daily rate distribution for jobs citing Apache Pig in England over the 6 months to 28 September 2021.

Daily rate histogram 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 28 September 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 -202 20 £462 -2.74% 7
Yorkshire - 1 £500 -
South West - 1 £500 -
East of England - 1 - -
North of England - 1 £500 - 2
Apache Pig
UK

For the 6 months to 28 September 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 21 (87.50%) Apache Spark
2 20 (83.33%) Python
3 16 (66.67%) Apache Hive
3 16 (66.67%) Kafka
4 15 (62.50%) Analytics
4 15 (62.50%) Data Lake
5 14 (58.33%) Hadoop
5 14 (58.33%) SQL
5 14 (58.33%) Data Warehouse
6 13 (54.17%) Java
6 13 (54.17%) Azure
7 12 (50.00%) Big Data
7 12 (50.00%) Social Skills
8 11 (45.83%) Cloudera
8 11 (45.83%) Agile Software Development
9 10 (41.67%) Business Intelligence
9 10 (41.67%) AWS
9 10 (41.67%) Data Pipeline
9 10 (41.67%) Kubernetes
10 9 (37.50%) Azure Data Factory
10 9 (37.50%) Serverless
10 9 (37.50%) Scala
11 8 (33.33%) MapReduce
11 8 (33.33%) Information Security
11 8 (33.33%) RESTful
11 8 (33.33%) Azure Functions
11 8 (33.33%) Cloud Native
11 8 (33.33%) DevOps
12 7 (29.17%) Microservices
12 7 (29.17%) Data Analytics

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 21 (87.50%) Apache Spark
2 5 (20.83%) Apache
3 2 (8.33%) SAS
4 1 (4.17%) Apache Solr
4 1 (4.17%) Cloud Foundry
4 1 (4.17%) Elasticsearch
Business Applications
1 4 (16.67%) SAP S/4HANA
2 1 (4.17%) SAP Oil and Gas
Cloud Services
1 13 (54.17%) Azure
2 10 (41.67%) AWS
3 9 (37.50%) Azure Data Factory
3 9 (37.50%) Serverless
4 8 (33.33%) Azure Functions
5 6 (25.00%) Amazon EC2
5 6 (25.00%) Amazon S3
5 6 (25.00%) Azure Active Directory
5 6 (25.00%) Azure Cosmos DB
5 6 (25.00%) Azure Storage
5 6 (25.00%) GCP
6 4 (16.67%) Cloud Computing
6 4 (16.67%) SaaS
7 3 (12.50%) Azure Machine Learning
7 3 (12.50%) Azure Stack
8 2 (8.33%) AWS Lambda
8 2 (8.33%) GitHub
8 2 (8.33%) Google Compute Engine
9 1 (4.17%) Amazon EMR
9 1 (4.17%) Power Platform
Communications & Networking
1 2 (8.33%) Kerberos
Database & Business Intelligence
1 16 (66.67%) Apache Hive
2 15 (62.50%) Data Lake
3 14 (58.33%) Data Warehouse
3 14 (58.33%) Hadoop
4 12 (50.00%) Big Data
5 6 (25.00%) Amazon RDS
5 6 (25.00%) Azure SQL Data Warehouse
5 6 (25.00%) Azure SQL Database
5 6 (25.00%) HBase
5 6 (25.00%) SAP HANA
6 5 (20.83%) BigQuery
6 5 (20.83%) NoSQL
6 5 (20.83%) Relational Database
7 4 (16.67%) RDBMS
7 4 (16.67%) SAP BW
8 3 (12.50%) Metadata
9 2 (8.33%) MongoDB
9 2 (8.33%) Parquet
9 2 (8.33%) Sqoop
9 2 (8.33%) Tableau
Development Applications
1 4 (16.67%) PowerDesigner
2 1 (4.17%) Eclipse
2 1 (4.17%) Jenkins
2 1 (4.17%) Visual Studio
2 1 (4.17%) Visual Studio Code
General
1 12 (50.00%) Social Skills
2 5 (20.83%) Analytical Skills
3 4 (16.67%) Banking
3 4 (16.67%) Finance
4 2 (8.33%) Legal
5 1 (4.17%) Law
Job Titles
1 8 (33.33%) Architect
2 6 (25.00%) Solutions Architect
3 4 (16.67%) Data Architect
3 4 (16.67%) Data Engineer
4 3 (12.50%) Consultant
5 2 (8.33%) Azure Architect
5 2 (8.33%) Big Data Engineer
5 2 (8.33%) Data Consultant
5 2 (8.33%) Scala Engineer
6 1 (4.17%) Azure Consultant
6 1 (4.17%) Azure Engineer
6 1 (4.17%) Big Data Consultant
6 1 (4.17%) Data Analytics Consultant
6 1 (4.17%) Data Scientist
6 1 (4.17%) Hadoop Administrator
6 1 (4.17%) Hadoop Developer
6 1 (4.17%) Machine Learning Scientist
6 1 (4.17%) NoSQL Engineer
6 1 (4.17%) Senior NoSQL Engineer
6 1 (4.17%) Senior Scala Engineer
Libraries, Frameworks & Software Standards
1 16 (66.67%) Kafka
2 8 (33.33%) RESTful
3 4 (16.67%) Node.js
4 2 (8.33%) JSON
4 2 (8.33%) OAuth
4 2 (8.33%) PySpark
4 2 (8.33%) SAML
5 1 (4.17%) Apache Avro
5 1 (4.17%) Apache NiFi
5 1 (4.17%) Apache Tez
5 1 (4.17%) JDBC
5 1 (4.17%) Lucene
5 1 (4.17%) MLlib
5 1 (4.17%) Protocol Buffers
5 1 (4.17%) REST
5 1 (4.17%) Ruby on Rails
5 1 (4.17%) Spark Streaming
5 1 (4.17%) SparkR
5 1 (4.17%) TensorFlow
5 1 (4.17%) Web Services
Miscellaneous
1 8 (33.33%) Cloud Native
2 6 (25.00%) Legacy Applications
3 3 (12.50%) Virtual Team
4 2 (8.33%) Algorithms
4 2 (8.33%) Data Structures
4 2 (8.33%) IBM Mainframe
4 2 (8.33%) Mainframe
4 2 (8.33%) Management Information System
5 1 (4.17%) Greenfield Project
5 1 (4.17%) Mobile App
5 1 (4.17%) Reference Data
Operating Systems
1 6 (25.00%) Linux
2 4 (16.67%) Red Hat Enterprise Linux
3 3 (12.50%) Debian
3 3 (12.50%) Ubuntu
3 3 (12.50%) Windows
4 2 (8.33%) Unix
5 1 (4.17%) Android
5 1 (4.17%) Apple iOS
Processes & Methodologies
1 15 (62.50%) Analytics
2 11 (45.83%) Agile Software Development
3 10 (41.67%) Business Intelligence
3 10 (41.67%) Data Pipeline
4 8 (33.33%) DevOps
4 8 (33.33%) Information Security
4 8 (33.33%) MapReduce
5 7 (29.17%) Data Analytics
5 7 (29.17%) Machine Learning
5 7 (29.17%) Microservices
5 7 (29.17%) Scrum
6 6 (25.00%) Multi-Factor Authentication
6 6 (25.00%) Re-Platforming
6 6 (25.00%) The Twelve-Factor App
7 5 (20.83%) Artificial Intelligence
7 5 (20.83%) Computer Science
7 5 (20.83%) Data Engineering
8 4 (16.67%) ETL
8 4 (16.67%) Portfolio Management
8 4 (16.67%) TOGAF
Programming Languages
1 20 (83.33%) Python
2 14 (58.33%) SQL
3 13 (54.17%) Java
4 9 (37.50%) Scala
5 7 (29.17%) C#
5 7 (29.17%) Perl
5 7 (29.17%) PHP
6 6 (25.00%) JavaScript
6 6 (25.00%) T-SQL
7 5 (20.83%) PowerShell
8 4 (16.67%) Go
9 1 (4.17%) Bash Shell
9 1 (4.17%) C
9 1 (4.17%) C++
9 1 (4.17%) Clojure
9 1 (4.17%) Haskell
9 1 (4.17%) Kotlin
9 1 (4.17%) R
9 1 (4.17%) Ruby
9 1 (4.17%) Shell Script
Qualifications
1 5 (20.83%) Degree
2 1 (4.17%) Computer Science Degree
2 1 (4.17%) Master's Degree
2 1 (4.17%) PhD
2 1 (4.17%) SC Cleared
2 1 (4.17%) Security Cleared
Quality Assurance & Compliance
1 4 (16.67%) Data Quality
2 2 (8.33%) COBIT
2 2 (8.33%) ISO/IEC 27001
2 2 (8.33%) NIST
System Software
1 6 (25.00%) Active Directory
2 4 (16.67%) HDFS
3 2 (8.33%) Apache ZooKeeper
Systems Management
1 10 (41.67%) Kubernetes
2 2 (8.33%) Oozie
2 2 (8.33%) Terraform
3 1 (4.17%) Ambari
3 1 (4.17%) Hadoop YARN
Vendors
1 11 (45.83%) Cloudera
2 6 (25.00%) MuleSoft
2 6 (25.00%) Salesforce.com
2 6 (25.00%) SAP
3 4 (16.67%) BiZZdesign
3 4 (16.67%) Red Hat
4 3 (12.50%) Databricks
4 3 (12.50%) Google
5 2 (8.33%) IBM
6 1 (4.17%) CheckPoint
6 1 (4.17%) Hortonworks
6 1 (4.17%) Informatica
6 1 (4.17%) MicroStrategy
6 1 (4.17%) StreamSets
6 1 (4.17%) Zoomdata