Period
to

The following table provides summary statistics for contract job vacancies advertised in London 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 17 May 2022 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
England > London
6 months to
17 May 2022
Same period 2021 Same period 2020
Rank 567 450 416
Rank change year-on-year -117 -34 +158
Contract jobs citing Apache Pig 19 11 17
As % of all contract jobs advertised in London 0.049% 0.046% 0.083%
As % of the Application Platforms category 0.39% 0.33% 0.55%
Number of daily rates quoted 12 2 9
10th Percentile £453 - £407
25th Percentile £531 - £425
Median daily rate (50th Percentile) £575 £500 £475
Median % change year-on-year +15.00% +5.26% -11.63%
75th Percentile £682 - £488
90th Percentile £850 - £539
England median daily rate £575 £469 £475
% change year-on-year +22.67% -1.32% -11.63%

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 London with a requirement for application platform skills.

All Application Platform Skills
London
Contract vacancies with a requirement for application platform skills 4,901 3,354 3,091
As % of all contract IT jobs advertised in London 12.72% 14.11% 15.05%
Number of daily rates quoted 3,452 2,397 2,133
10th Percentile £369 £325 £313
25th Percentile £463 £418 £413
Median daily rate (50th Percentile) £570 £513 £500
Median % change year-on-year +11.12% +2.50% -4.76%
75th Percentile £675 £613 £600
90th Percentile £775 £688 £700
England median daily rate £525 £483 £475
% change year-on-year +8.81% +1.58% -
Number of hourly rates quoted 43 26 27
10th Percentile £21.31 £17.00 £15.00
25th Percentile £26.34 £21.25 £19.56
Median hourly rate £37.50 £40.25 £26.48
Median % change year-on-year -6.83% +52.00% -2.83%
75th Percentile £61.88 £57.50 £44.69
90th Percentile £74.00 £68.95 £61.20
England median hourly rate £35.00 £24.50 £20.00
% change year-on-year +42.86% +22.50% +17.23%

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
Contractor Daily Rate Trend in London

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

Daily rate trend for Apache Pig in London

Apache Pig
Daily Rate Histogram in London

Daily rate distribution for jobs citing Apache Pig in London over the 6 months to 17 May 2022.

Daily rate histogram for Apache Pig in London

Apache Pig
Contract Job Locations in London

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 London region over the 6 months to 17 May 2022. 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
Jobs
Central London - 6 £575 - 1
Apache Pig
England

For the 6 months to 17 May 2022, 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 London region with a requirement for Apache Pig.

1 17 (89.47%) Apache Hive
2 16 (84.21%) SQL
3 15 (78.95%) HBase
4 14 (73.68%) Hadoop
5 13 (68.42%) Azure
5 13 (68.42%) Big Data
5 13 (68.42%) Apache Spark
6 12 (63.16%) Agile
7 10 (52.63%) Python
7 10 (52.63%) Kafka
8 9 (47.37%) Analytical Skills
8 9 (47.37%) MongoDB
8 9 (47.37%) NoSQL
9 8 (42.11%) MapReduce
9 8 (42.11%) AWS
9 8 (42.11%) ETL
9 8 (42.11%) Linux
9 8 (42.11%) DevOps
10 7 (36.84%) Data Warehouse
10 7 (36.84%) Finance
10 7 (36.84%) Apache Cassandra
11 6 (31.58%) Git (software)
11 6 (31.58%) Data Integration
11 6 (31.58%) PostgreSQL
11 6 (31.58%) Java
11 6 (31.58%) Oracle
11 6 (31.58%) CI/CD
11 6 (31.58%) Microservices
11 6 (31.58%) GCP
11 6 (31.58%) Hortonworks

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 13 (68.42%) Apache Spark
2 4 (21.05%) Tomcat
3 3 (15.79%) Apache
3 3 (15.79%) WebLogic
4 2 (10.53%) Jupyter
5 1 (5.26%) Cloud Foundry
5 1 (5.26%) JBoss
5 1 (5.26%) WebSphere
Business Applications
1 1 (5.26%) SAP S/4HANA
Cloud Services
1 13 (68.42%) Azure
2 8 (42.11%) AWS
3 6 (31.58%) GCP
4 4 (21.05%) Serverless
5 3 (15.79%) Azure Active Directory
5 3 (15.79%) Azure App Service
5 3 (15.79%) Azure Cosmos DB
5 3 (15.79%) Azure Functions
5 3 (15.79%) Azure Storage
5 3 (15.79%) PaaS
6 2 (10.53%) Amazon Kinesis
6 2 (10.53%) Amazon S3
6 2 (10.53%) Azure Data Lake Analytics
6 2 (10.53%) Azure Logic Apps
6 2 (10.53%) Azure Machine Learning
6 2 (10.53%) Azure Service Bus
6 2 (10.53%) IaaS
7 1 (5.26%) Amazon EKS
7 1 (5.26%) Amazon SageMaker
7 1 (5.26%) Azure Service Fabric
Database & Business Intelligence
1 17 (89.47%) Apache Hive
2 15 (78.95%) HBase
3 14 (73.68%) Hadoop
4 13 (68.42%) Big Data
5 9 (47.37%) MongoDB
5 9 (47.37%) NoSQL
6 7 (36.84%) Apache Cassandra
6 7 (36.84%) Data Warehouse
7 6 (31.58%) PostgreSQL
8 4 (21.05%) Data Lake
8 4 (21.05%) DataStage
8 4 (21.05%) Relational Database
8 4 (21.05%) SQL Server
9 3 (15.79%) Azure SQL Database
9 3 (15.79%) Flink
9 3 (15.79%) Oracle Database
9 3 (15.79%) RDBMS
10 2 (10.53%) MySQL
10 2 (10.53%) OLAP
10 2 (10.53%) OLTP
Development Applications
1 6 (31.58%) Git (software)
1 6 (31.58%) Jenkins
2 5 (26.32%) Eclipse
3 4 (21.05%) GitLab
3 4 (21.05%) IntelliJ
4 2 (10.53%) ER Studio
4 2 (10.53%) ERwin
4 2 (10.53%) Visual Studio Team System
5 1 (5.26%) Gerrit
5 1 (5.26%) JIRA
5 1 (5.26%) NetBeans
5 1 (5.26%) PowerDesigner
5 1 (5.26%) Visual Studio
5 1 (5.26%) Visual Studio Code
5 1 (5.26%) VSS/SourceSafe
General
1 9 (47.37%) Analytical Skills
2 7 (36.84%) Finance
3 5 (26.32%) Social Skills
4 4 (21.05%) Financial Institution
4 4 (21.05%) Legal
5 3 (15.79%) Presentation Skills
5 3 (15.79%) Retail
5 3 (15.79%) Telecoms
6 1 (5.26%) Manufacturing
6 1 (5.26%) Pharmaceutical
Job Titles
1 7 (36.84%) Data Engineer
2 5 (26.32%) Architect
3 4 (21.05%) Big Data Developer
3 4 (21.05%) Data Architect
3 4 (21.05%) Developer
3 4 (21.05%) Hadoop Engineer
4 3 (15.79%) Big Data Engineer
5 1 (5.26%) Azure DevOps
5 1 (5.26%) Azure DevOps Engineer
5 1 (5.26%) Azure Engineer
5 1 (5.26%) DevOps Engineer
5 1 (5.26%) Scala Engineer
5 1 (5.26%) Solutions Architect
Libraries, Frameworks & Software Standards
1 10 (52.63%) Kafka
2 5 (26.32%) Apache NiFi
2 5 (26.32%) Apache Tez
2 5 (26.32%) RabbitMQ
3 4 (21.05%) J2EE
4 2 (10.53%) Anaconda
4 2 (10.53%) H2O
4 2 (10.53%) RESTful
4 2 (10.53%) TensorFlow
5 1 (5.26%) Hibernate
5 1 (5.26%) JSON
5 1 (5.26%) Node.js
5 1 (5.26%) REST
5 1 (5.26%) Ruby on Rails
5 1 (5.26%) SOAP
5 1 (5.26%) Spark Streaming
5 1 (5.26%) Spring Boot
5 1 (5.26%) Web Services
Miscellaneous
1 4 (21.05%) Algorithms
1 4 (21.05%) Data Structures
1 4 (21.05%) Hedge funds
2 3 (15.79%) Credit Risk
2 3 (15.79%) Legacy Systems
2 3 (15.79%) Self-Motivation
3 2 (10.53%) Hybrid Cloud
3 2 (10.53%) Management Information System
4 1 (5.26%) Cloud Native
4 1 (5.26%) Greenfield Project
4 1 (5.26%) Legacy Applications
4 1 (5.26%) Mobile App
4 1 (5.26%) Virtual Team
Operating Systems
1 8 (42.11%) Linux
2 4 (21.05%) Ubuntu
2 4 (21.05%) Windows
3 3 (15.79%) CentOS
3 3 (15.79%) Windows Server
3 3 (15.79%) Windows Server 2012
4 2 (10.53%) Unix
5 1 (5.26%) Android
5 1 (5.26%) Apple iOS
5 1 (5.26%) Debian
5 1 (5.26%) Red Hat Enterprise Linux
Processes & Methodologies
1 12 (63.16%) Agile
2 8 (42.11%) DevOps
2 8 (42.11%) ETL
2 8 (42.11%) MapReduce
3 6 (31.58%) CI/CD
3 6 (31.58%) Data Integration
3 6 (31.58%) Microservices
4 5 (26.32%) Scrum
5 4 (21.05%) AOP
5 4 (21.05%) Data Modelling
5 4 (21.05%) Data Protection
5 4 (21.05%) Data Transformation
5 4 (21.05%) Project Delivery
6 3 (15.79%) Analytics
6 3 (15.79%) Coaching
6 3 (15.79%) Customer Requirements
6 3 (15.79%) Data Architecture
6 3 (15.79%) Low Latency
6 3 (15.79%) Machine Learning
6 3 (15.79%) Risk Analysis
Programming Languages
1 16 (84.21%) SQL
2 10 (52.63%) Python
3 6 (31.58%) Java
4 5 (26.32%) Scala
5 4 (21.05%) Shell Script
6 2 (10.53%) C#
6 2 (10.53%) Perl
6 2 (10.53%) PHP
6 2 (10.53%) R
7 1 (5.26%) C++
7 1 (5.26%) Go
7 1 (5.26%) HiveQL
7 1 (5.26%) JavaScript
7 1 (5.26%) PowerShell
7 1 (5.26%) Ruby
7 1 (5.26%) T-SQL
Qualifications
1 1 (5.26%) Degree
1 1 (5.26%) Sun Certification
Quality Assurance & Compliance
1 4 (21.05%) GDPR
2 1 (5.26%) Data Quality
System Software
1 5 (26.32%) HDFS
2 4 (21.05%) Apache ZooKeeper
3 3 (15.79%) Active Directory
3 3 (15.79%) Docker
4 1 (5.26%) Apache Flume
Systems Management
1 4 (21.05%) Ambari
1 4 (21.05%) Kubernetes
2 3 (15.79%) Hadoop YARN
2 3 (15.79%) Oozie
3 1 (5.26%) Grafana
3 1 (5.26%) Kubeflow
3 1 (5.26%) Prometheus
Vendors
1 6 (31.58%) Hortonworks
1 6 (31.58%) Oracle
2 5 (26.32%) Cloudera
2 5 (26.32%) Teradata
3 4 (21.05%) Google
3 4 (21.05%) Informatica
3 4 (21.05%) Red Hat
4 3 (15.79%) Databricks
4 3 (15.79%) Microsoft
4 3 (15.79%) Talend
5 2 (10.53%) SAP
6 1 (5.26%) Ab Initio
6 1 (5.26%) Alteryx
6 1 (5.26%) IBM
6 1 (5.26%) MapR
6 1 (5.26%) MuleSoft
6 1 (5.26%) Sage
6 1 (5.26%) Salesforce.com
6 1 (5.26%) Sun
6 1 (5.26%) Sybase