Period
to

The following table provides summary statistics for contract job vacancies 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 4 July 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
UK
6 months to
4 Jul 2022
Same period 2021 Same period 2020
Rank 814 728 573
Rank change year-on-year -86 -155 +227
Contract jobs citing Apache Pig 30 19 23
As % of all contract jobs advertised in the UK 0.033% 0.029% 0.056%
As % of the Application Platforms category 0.28% 0.22% 0.40%
Number of daily rates quoted 13 4 11
10th Percentile - £432 £409
25th Percentile £450 £451 £438
Median daily rate (50th Percentile) £550 £487 £475
Median % change year-on-year +12.94% +2.53% -11.63%
75th Percentile £663 £500 £509
90th Percentile £838 - £538
UK excluding London median daily rate £475 £469 £513
% change year-on-year +1.33% -8.54% -1.44%

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 with a requirement for application platform skills.

All Application Platform Skills
UK
Contract vacancies with a requirement for application platform skills 10,573 8,447 5,734
As % of all contract IT jobs advertised in the UK 11.81% 12.73% 13.88%
Number of daily rates quoted 7,269 5,694 3,812
10th Percentile £313 £300 £288
25th Percentile £420 £400 £375
Median daily rate (50th Percentile) £525 £488 £475
Median % change year-on-year +7.69% +2.63% +0.53%
75th Percentile £630 £575 £550
90th Percentile £738 £663 £650
UK excluding London median daily rate £475 £445 £450
% change year-on-year +6.74% -1.11% +5.88%
Number of hourly rates quoted 162 164 128
10th Percentile £14.25 £12.25 £12.63
25th Percentile £17.03 £16.14 £15.98
Median hourly rate £35.00 £23.71 £20.00
Median % change year-on-year +47.60% +18.56% +0.79%
75th Percentile £65.32 £51.00 £33.19
90th Percentile £77.50 £65.54 £52.38
UK excluding London median hourly rate £22.50 £21.89 £19.44
% change year-on-year +2.81% +12.58% +11.09%

Apache Pig
Job Vacancy Trend

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

Job vacancy trend for Apache Pig in the UK

Apache Pig
Contractor Daily Rate Trend

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

Daily rate trend for Apache Pig in the UK

Apache Pig
Daily Rate Histogram

Daily rate distribution for jobs citing Apache Pig over the 6 months to 4 July 2022.

Daily rate histogram for Apache Pig in the UK

Apache Pig
Contractor Hourly Rate Trend

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

Hourly rate trend for Apache Pig in the UK

Apache Pig
Top 8 Contract Locations

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 UK over the 6 months to 4 July 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
England -87 24 £625 +28.34% 5
London -92 22 £638 +30.90% 4
Work from Home -90 10 £500 +5.49%
UK excluding London -50 4 £475 +1.33% 1
Scotland - 2 - -
Midlands - 1 £475 -
South East - 1 - -
West Midlands - 1 £475 -

For the 6 months to 4 July 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 with a requirement for Apache Pig.

1 24 (80.00%) SQL
2 23 (76.67%) Azure
2 23 (76.67%) Apache Spark
3 21 (70.00%) Python
4 20 (66.67%) Kafka
5 19 (63.33%) Big Data
6 18 (60.00%) Apache Hive
6 18 (60.00%) Agile
7 17 (56.67%) Hadoop
7 17 (56.67%) HBase
8 15 (50.00%) NoSQL
8 15 (50.00%) AWS
8 15 (50.00%) Azure Cosmos DB
9 14 (46.67%) Data Warehouse
9 14 (46.67%) Cloudera
9 14 (46.67%) DevOps
10 13 (43.33%) MongoDB
10 13 (43.33%) Apache Cassandra
10 13 (43.33%) Azure Data Factory
10 13 (43.33%) Java
11 12 (40.00%) Linux
12 11 (36.67%) Serverless
12 11 (36.67%) Data Lake
12 11 (36.67%) Kubernetes
12 11 (36.67%) Azure SQL Database
12 11 (36.67%) Azure Storage
13 10 (33.33%) Azure AKS
13 10 (33.33%) Analytical Skills
13 10 (33.33%) Azure Active Directory
13 10 (33.33%) Azure Functions

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 23 (76.67%) Apache Spark
2 7 (23.33%) Apache
3 4 (13.33%) Apache Airflow
3 4 (13.33%) Tomcat
4 3 (10.00%) WebLogic
5 2 (6.67%) Jupyter
5 2 (6.67%) SAS
6 1 (3.33%) Cloud Foundry
6 1 (3.33%) JBoss
6 1 (3.33%) WebSphere
Applications
1 2 (6.67%) SPSS
Business Applications
1 3 (10.00%) SAP S/4HANA
2 1 (3.33%) SAP PLM
Cloud Services
1 23 (76.67%) Azure
2 15 (50.00%) AWS
2 15 (50.00%) Azure Cosmos DB
3 13 (43.33%) Azure Data Factory
4 11 (36.67%) Azure Storage
4 11 (36.67%) Serverless
5 10 (33.33%) Azure Active Directory
5 10 (33.33%) Azure AKS
5 10 (33.33%) Azure Functions
6 8 (26.67%) Amazon EC2
6 8 (26.67%) Amazon S3
7 7 (23.33%) PaaS
8 6 (20.00%) GCP
8 6 (20.00%) IaaS
9 3 (10.00%) Azure App Service
9 3 (10.00%) Azure DevOps
9 3 (10.00%) SaaS
10 2 (6.67%) Azure Logic Apps
10 2 (6.67%) Azure Machine Learning
10 2 (6.67%) Azure Service Bus
Database & Business Intelligence
1 19 (63.33%) Big Data
2 18 (60.00%) Apache Hive
3 17 (56.67%) Hadoop
3 17 (56.67%) HBase
4 15 (50.00%) NoSQL
5 14 (46.67%) Data Warehouse
6 13 (43.33%) Apache Cassandra
6 13 (43.33%) MongoDB
7 11 (36.67%) Azure SQL Database
7 11 (36.67%) Data Lake
8 9 (30.00%) Azure SQL Data Warehouse
9 8 (26.67%) Amazon RDS
9 8 (26.67%) SAP HANA
10 4 (13.33%) Relational Database
10 4 (13.33%) SQL Server
11 3 (10.00%) DataStage
11 3 (10.00%) Oracle Database
11 3 (10.00%) PostgreSQL
11 3 (10.00%) RDBMS
11 3 (10.00%) SAP BW
Development Applications
1 6 (20.00%) Git (software)
1 6 (20.00%) Jenkins
2 5 (16.67%) Eclipse
3 4 (13.33%) IntelliJ
4 3 (10.00%) PowerDesigner
5 2 (6.67%) ER Studio
5 2 (6.67%) ERwin
5 2 (6.67%) Visual Studio
5 2 (6.67%) Visual Studio Team System
6 1 (3.33%) Gerrit
6 1 (3.33%) GitLab
6 1 (3.33%) JIRA
6 1 (3.33%) NetBeans
6 1 (3.33%) Visual Studio Code
6 1 (3.33%) VSS/SourceSafe
General
1 10 (33.33%) Analytical Skills
2 8 (26.67%) Social Skills
3 7 (23.33%) Finance
4 4 (13.33%) Financial Institution
4 4 (13.33%) Legal
5 3 (10.00%) Presentation Skills
5 3 (10.00%) Retail
5 3 (10.00%) Telecoms
6 2 (6.67%) Law
7 1 (3.33%) Manufacturing
7 1 (3.33%) Pharmaceutical
Job Titles
1 12 (40.00%) Architect
2 8 (26.67%) Solutions Architect
3 4 (13.33%) Big Data Developer
3 4 (13.33%) Cloud Engineer
3 4 (13.33%) Data Architect
3 4 (13.33%) Data Engineer
3 4 (13.33%) Developer
4 3 (10.00%) Salesforce Architect
4 3 (10.00%) Salesforce Solution Architect
5 2 (6.67%) Azure Engineer
5 2 (6.67%) Big Data Engineer
5 2 (6.67%) Consultant
5 2 (6.67%) Data Scientist
5 2 (6.67%) Hadoop Engineer
6 1 (3.33%) Azure Consultant
6 1 (3.33%) Azure DevOps Engineer
6 1 (3.33%) Data Consultant
6 1 (3.33%) DevOps Engineer
6 1 (3.33%) SAP Consultant
6 1 (3.33%) SAP PLM Consultant
Libraries, Frameworks & Software Standards
1 20 (66.67%) Kafka
2 9 (30.00%) RabbitMQ
3 7 (23.33%) RESTful
4 6 (20.00%) Apache NiFi
5 4 (13.33%) J2EE
6 3 (10.00%) Apache Tez
7 2 (6.67%) Anaconda
7 2 (6.67%) TensorFlow
8 1 (3.33%) H2O
8 1 (3.33%) Hibernate
8 1 (3.33%) JSON
8 1 (3.33%) Node.js
8 1 (3.33%) REST
8 1 (3.33%) Ruby on Rails
8 1 (3.33%) SOAP
8 1 (3.33%) Spark Streaming
8 1 (3.33%) Spring Boot
8 1 (3.33%) Web Services
Miscellaneous
1 7 (23.33%) Cloud Native
2 6 (20.00%) Algorithms
3 4 (13.33%) Data Structures
3 4 (13.33%) Hedge funds
4 3 (10.00%) Credit Risk
4 3 (10.00%) Legacy Applications
4 3 (10.00%) Self-Motivation
5 2 (6.67%) Hybrid Cloud
6 1 (3.33%) Greenfield Project
6 1 (3.33%) IoT
6 1 (3.33%) Legacy Systems
6 1 (3.33%) Management Information System
6 1 (3.33%) Mobile App
6 1 (3.33%) Reference Data
6 1 (3.33%) Virtual Team
Operating Systems
1 12 (40.00%) Linux
2 9 (30.00%) Ubuntu
2 9 (30.00%) Windows
3 8 (26.67%) Debian
3 8 (26.67%) Red Hat Enterprise Linux
4 1 (3.33%) Android
4 1 (3.33%) Apple iOS
4 1 (3.33%) CentOS
4 1 (3.33%) Unix
4 1 (3.33%) Windows Server
4 1 (3.33%) Windows Server 2012
Processes & Methodologies
1 18 (60.00%) Agile
2 14 (46.67%) DevOps
3 10 (33.33%) ETL
4 9 (30.00%) Analytics
5 8 (26.67%) ArchiMate
5 8 (26.67%) Microservices
5 8 (26.67%) Multi-Factor Authentication
5 8 (26.67%) TOGAF
6 7 (23.33%) Strategic Roadmap
7 6 (20.00%) Business Intelligence
8 5 (16.67%) Data Engineering
8 5 (16.67%) Data Integration
8 5 (16.67%) Data Modelling
8 5 (16.67%) Data Science
8 5 (16.67%) Machine Learning
8 5 (16.67%) MapReduce
8 5 (16.67%) Project Delivery
8 5 (16.67%) Scrum
9 4 (13.33%) CI/CD
9 4 (13.33%) Data Pipeline
Programming Languages
1 24 (80.00%) SQL
2 21 (70.00%) Python
3 13 (43.33%) Java
4 9 (30.00%) C#
4 9 (30.00%) Perl
4 9 (30.00%) PHP
5 8 (26.67%) Go
5 8 (26.67%) JavaScript
5 8 (26.67%) PowerShell
5 8 (26.67%) T-SQL
6 6 (20.00%) Scala
7 4 (13.33%) R
7 4 (13.33%) Shell Script
8 2 (6.67%) MATLAB
9 1 (3.33%) C++
9 1 (3.33%) Ruby
Qualifications
1 3 (10.00%) Degree
2 2 (6.67%) Master's Degree
2 2 (6.67%) PhD
3 1 (3.33%) Sun Certification
Quality Assurance & Compliance
1 4 (13.33%) GDPR
2 2 (6.67%) Data Quality
System Software
1 10 (33.33%) Active Directory
2 5 (16.67%) Apache Flume
3 4 (13.33%) HDFS
4 2 (6.67%) Docker
5 1 (3.33%) Apache ZooKeeper
Systems Management
1 11 (36.67%) Kubernetes
2 2 (6.67%) Ambari
3 1 (3.33%) Grafana
3 1 (3.33%) Hadoop YARN
3 1 (3.33%) Oozie
3 1 (3.33%) Opscode Chef
3 1 (3.33%) Prometheus
3 1 (3.33%) Puppet
3 1 (3.33%) Terraform
Vendors
1 14 (46.67%) Cloudera
2 10 (33.33%) Databricks
2 10 (33.33%) SAP
3 9 (30.00%) Red Hat
4 8 (26.67%) BiZZdesign
4 8 (26.67%) MuleSoft
4 8 (26.67%) Salesforce.com
5 6 (20.00%) Oracle
6 4 (13.33%) Google
6 4 (13.33%) Hortonworks
6 4 (13.33%) Microsoft
6 4 (13.33%) Talend
6 4 (13.33%) Teradata
7 3 (10.00%) Informatica
8 2 (6.67%) MicroStrategy
9 1 (3.33%) IBM
9 1 (3.33%) Sun