Period
to 19 October 2021

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 19 October 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
6 months to
19 Oct 2021
Same period 2020 Same period 2019
Rank 783 510 797
Rank change year-on-year -273 +287 -2
Contract jobs citing Apache Pig 29 21 33
As % of all contract jobs advertised in the UK 0.034% 0.067% 0.039%
As % of the Application Platforms category 0.27% 0.46% 0.26%
Number of daily rates quoted 9 9 22
10th Percentile £433 £463 £426
25th Percentile £462 £613 £464
Median daily rate (50th Percentile) £500 £650 £500
Median % change year-on-year -23.08% +30.00% -9.09%
75th Percentile £638 £675 £555
90th Percentile £800 £680 £599
UK excluding London median daily rate £500 - £500

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 10,856 4,591 12,615
As % of all contract IT jobs advertised in the UK 12.89% 14.72% 14.93%
Number of daily rates quoted 7,447 3,097 8,290
10th Percentile £304 £288 £259
25th Percentile £408 £375 £363
Median daily rate (50th Percentile) £500 £475 £450
Median % change year-on-year +5.26% +5.56% -
75th Percentile £600 £556 £550
90th Percentile £675 £650 £636
UK excluding London median daily rate £450 £440 £425
% change year-on-year +2.27% +3.53% -
Number of hourly rates quoted 167 131 295
10th Percentile £14.15 £12.63 £10.68
25th Percentile £16.21 £16.05 £14.28
Median hourly rate £24.50 £22.38 £20.96
Median % change year-on-year +9.47% +6.80% +4.78%
75th Percentile £54.31 £38.50 £40.00
90th Percentile £70.04 £57.50 £49.50
UK excluding London median hourly rate £19.68 £20.00 £20.00
% change year-on-year -1.63% - -

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 19 October 2021.

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 19 October 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
England -246 26 £487 -25.08% 7
London -199 22 £462 -28.92% 5
Work from Home -229 6 £600 -7.69%
UK excluding London - 3 £500 - 2
North of England - 1 £500 - 2
East of England - 1 - -
Yorkshire - 1 £500 -
South West - 1 £500 -

For the 6 months to 19 October 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 with a requirement for Apache Pig.

1 24 (82.76%) Apache Spark
2 23 (79.31%) Python
3 19 (65.52%) Kafka
4 18 (62.07%) Data Lake
4 18 (62.07%) Java
4 18 (62.07%) Apache Hive
5 17 (58.62%) SQL
5 17 (58.62%) Data Warehouse
6 16 (55.17%) Hadoop
6 16 (55.17%) Azure
7 15 (51.72%) Analytics
8 14 (48.28%) Cloudera
9 13 (44.83%) Kubernetes
9 13 (44.83%) AWS
10 12 (41.38%) Big Data
10 12 (41.38%) Azure Data Factory
10 12 (41.38%) Serverless
10 12 (41.38%) Social Skills
11 11 (37.93%) Azure Functions
11 11 (37.93%) Cloud Native
11 11 (37.93%) Agile Software Development
12 10 (34.48%) Business Intelligence
12 10 (34.48%) Perl
12 10 (34.48%) PHP
12 10 (34.48%) C#
12 10 (34.48%) MapReduce
12 10 (34.48%) Data Pipeline
12 10 (34.48%) Microservices
13 9 (31.03%) MuleSoft
13 9 (31.03%) Azure Active Directory

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 24 (82.76%) Apache Spark
2 5 (17.24%) Apache
3 3 (10.34%) Mule
4 2 (6.90%) SAS
5 1 (3.45%) Apache Solr
5 1 (3.45%) Cloud Foundry
5 1 (3.45%) Elasticsearch
Business Applications
1 4 (13.79%) SAP S/4HANA
2 1 (3.45%) SAP Oil and Gas
Cloud Services
1 16 (55.17%) Azure
2 13 (44.83%) AWS
3 12 (41.38%) Azure Data Factory
3 12 (41.38%) Serverless
4 11 (37.93%) Azure Functions
5 9 (31.03%) Amazon EC2
5 9 (31.03%) Amazon S3
5 9 (31.03%) Azure Active Directory
5 9 (31.03%) Azure Cosmos DB
5 9 (31.03%) Azure Storage
6 6 (20.69%) GCP
7 4 (13.79%) Cloud Computing
7 4 (13.79%) SaaS
8 3 (10.34%) Azure Machine Learning
8 3 (10.34%) Azure Stack
9 2 (6.90%) AWS Lambda
9 2 (6.90%) GitHub
9 2 (6.90%) Google Compute Engine
10 1 (3.45%) Amazon EMR
10 1 (3.45%) Collibra
Communications & Networking
1 2 (6.90%) Kerberos
Database & Business Intelligence
1 18 (62.07%) Apache Hive
1 18 (62.07%) Data Lake
2 17 (58.62%) Data Warehouse
3 16 (55.17%) Hadoop
4 12 (41.38%) Big Data
5 9 (31.03%) Amazon RDS
5 9 (31.03%) Azure SQL Data Warehouse
5 9 (31.03%) Azure SQL Database
5 9 (31.03%) SAP HANA
6 8 (27.59%) HBase
7 5 (17.24%) BigQuery
7 5 (17.24%) NoSQL
7 5 (17.24%) Relational Database
8 4 (13.79%) RDBMS
8 4 (13.79%) SAP BW
8 4 (13.79%) Sqoop
9 3 (10.34%) Metadata
10 2 (6.90%) MongoDB
10 2 (6.90%) Parquet
10 2 (6.90%) Tableau
Development Applications
1 4 (13.79%) PowerDesigner
2 1 (3.45%) Eclipse
2 1 (3.45%) Jenkins
2 1 (3.45%) Visual Studio
2 1 (3.45%) Visual Studio Code
General
1 12 (41.38%) Social Skills
2 5 (17.24%) Analytical Skills
3 4 (13.79%) Banking
3 4 (13.79%) Finance
4 2 (6.90%) Legal
5 1 (3.45%) Law
Job Titles
1 11 (37.93%) Architect
2 6 (20.69%) Solutions Architect
3 4 (13.79%) Data Architect
3 4 (13.79%) Data Engineer
4 3 (10.34%) Administrator
4 3 (10.34%) Consultant
4 3 (10.34%) Hadoop Administrator
4 3 (10.34%) Technical Architect
5 2 (6.90%) Azure Architect
5 2 (6.90%) Big Data Engineer
5 2 (6.90%) Data Consultant
5 2 (6.90%) Scala Engineer
6 1 (3.45%) Analytics Consultant
6 1 (3.45%) Analytics Manager
6 1 (3.45%) Azure Consultant
6 1 (3.45%) Azure DevOps
6 1 (3.45%) Azure Engineer
6 1 (3.45%) Business Intelligence Consultant
6 1 (3.45%) Senior Data Engineer
6 1 (3.45%) Senior Scala Engineer
Libraries, Frameworks & Software Standards
1 19 (65.52%) Kafka
2 8 (27.59%) RESTful
3 4 (13.79%) Node.js
4 2 (6.90%) JSON
4 2 (6.90%) OAuth
4 2 (6.90%) PySpark
4 2 (6.90%) SAML
5 1 (3.45%) Apache Avro
5 1 (3.45%) Apache NiFi
5 1 (3.45%) Apache Tez
5 1 (3.45%) JDBC
5 1 (3.45%) Lucene
5 1 (3.45%) MLlib
5 1 (3.45%) Protocol Buffers
5 1 (3.45%) REST
5 1 (3.45%) Ruby on Rails
5 1 (3.45%) Spark Streaming
5 1 (3.45%) SparkR
5 1 (3.45%) TensorFlow
5 1 (3.45%) Web Services
Miscellaneous
1 11 (37.93%) Cloud Native
2 9 (31.03%) Legacy Applications
3 3 (10.34%) Virtual Team
4 2 (6.90%) Algorithms
4 2 (6.90%) Data Structures
4 2 (6.90%) IBM Mainframe
4 2 (6.90%) Mainframe
4 2 (6.90%) Management Information System
5 1 (3.45%) Greenfield Project
5 1 (3.45%) Mobile App
5 1 (3.45%) Reference Data
Operating Systems
1 9 (31.03%) Linux
2 7 (24.14%) Red Hat Enterprise Linux
3 6 (20.69%) Debian
3 6 (20.69%) Ubuntu
3 6 (20.69%) Windows
4 2 (6.90%) Unix
5 1 (3.45%) Android
5 1 (3.45%) Apple iOS
Processes & Methodologies
1 15 (51.72%) Analytics
2 11 (37.93%) Agile Software Development
3 10 (34.48%) Business Intelligence
3 10 (34.48%) Data Pipeline
3 10 (34.48%) MapReduce
3 10 (34.48%) Microservices
4 9 (31.03%) Multi-Factor Authentication
4 9 (31.03%) The Twelve-Factor App
5 8 (27.59%) DevOps
5 8 (27.59%) Information Security
6 7 (24.14%) Data Analytics
6 7 (24.14%) Machine Learning
6 7 (24.14%) Scrum
7 6 (20.69%) Re-Platforming
8 5 (17.24%) Artificial Intelligence
8 5 (17.24%) Computer Science
8 5 (17.24%) Data Engineering
9 4 (13.79%) CRM
9 4 (13.79%) ETL
9 4 (13.79%) TOGAF
Programming Languages
1 23 (79.31%) Python
2 18 (62.07%) Java
3 17 (58.62%) SQL
4 10 (34.48%) C#
4 10 (34.48%) Perl
4 10 (34.48%) PHP
5 9 (31.03%) JavaScript
5 9 (31.03%) Scala
5 9 (31.03%) T-SQL
6 8 (27.59%) PowerShell
7 4 (13.79%) Go
8 2 (6.90%) HiveQL
8 2 (6.90%) Pig Latin
9 1 (3.45%) Bash Shell
9 1 (3.45%) Clojure
9 1 (3.45%) Haskell
9 1 (3.45%) Kotlin
9 1 (3.45%) R
9 1 (3.45%) Ruby
9 1 (3.45%) Shell Script
Qualifications
1 5 (17.24%) Degree
2 1 (3.45%) Computer Science Degree
2 1 (3.45%) Master's Degree
2 1 (3.45%) PhD
2 1 (3.45%) SC Cleared
2 1 (3.45%) Security Cleared
Quality Assurance & Compliance
1 4 (13.79%) Data Quality
2 2 (6.90%) COBIT
2 2 (6.90%) ISO/IEC 27001
2 2 (6.90%) NIST
System Software
1 9 (31.03%) Active Directory
2 6 (20.69%) HDFS
3 2 (6.90%) Apache Flume
3 2 (6.90%) Apache ZooKeeper
Systems Management
1 13 (44.83%) Kubernetes
2 4 (13.79%) Oozie
3 2 (6.90%) Terraform
4 1 (3.45%) Ambari
4 1 (3.45%) Hadoop YARN
Vendors
1 14 (48.28%) Cloudera
2 9 (31.03%) MuleSoft
2 9 (31.03%) Salesforce.com
2 9 (31.03%) SAP
3 7 (24.14%) Red Hat
4 4 (13.79%) BiZZdesign
5 3 (10.34%) Databricks
5 3 (10.34%) Google
6 2 (6.90%) IBM
7 1 (3.45%) CheckPoint
7 1 (3.45%) Hortonworks
7 1 (3.45%) Informatica
7 1 (3.45%) MicroStrategy
7 1 (3.45%) StreamSets
7 1 (3.45%) Zoomdata