Period
to 23 October 2021

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 23 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
England > London
6 months to
23 Oct 2021
Same period 2020 Same period 2019
Rank 540 335 549
Rank change year-on-year -205 +214 +27
Contract jobs citing Apache Pig 21 22 12
As % of all contract jobs advertised in London 0.059% 0.15% 0.033%
As % of the Application Platforms category 0.44% 1.05% 0.21%
Number of daily rates quoted 4 9 7
10th Percentile £389 £460 £476
25th Percentile £428 £463 £519
Median daily rate (50th Percentile) £462 £650 £575
Median % change year-on-year -28.92% +13.04% -
75th Percentile £524 £675 £631
90th Percentile £592 " £693
England median daily rate £487 £650 £500
% change year-on-year -25.08% +30.00% -9.09%

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 4,736 2,093 5,643
As % of all contract IT jobs advertised in London 13.29% 14.74% 15.42%
Number of daily rates quoted 3,354 1,471 4,062
10th Percentile £347 £306 £300
25th Percentile £450 £413 £406
Median daily rate (50th Percentile) £550 £500 £500
Median % change year-on-year +10.00% - -
75th Percentile £650 £594 £588
90th Percentile £720 £700 £675
England median daily rate £500 £475 £460
% change year-on-year +5.26% +3.26% -0.54%
Number of hourly rates quoted 30 17 50
10th Percentile £17.60 £15.00 £15.23
25th Percentile £22.38 £21.25 £17.00
Median hourly rate £32.50 £35.00 £21.00
Median % change year-on-year -7.14% +66.67% +5.00%
75th Percentile £49.13 £41.50 £36.70
90th Percentile £70.00 £47.30 £50.00
England median hourly rate £22.25 £22.50 £19.98
% change year-on-year -1.11% +12.60% -0.09%

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 23 October 2021.

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 23 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
Central London - 1 - - 3
Apache Pig
England

For the 6 months to 23 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 across the London region with a requirement for Apache Pig.

1 17 (80.95%) Apache Spark
2 16 (76.19%) Python
3 14 (66.67%) Data Lake
4 13 (61.90%) Data Warehouse
4 13 (61.90%) Java
4 13 (61.90%) Apache Hive
4 13 (61.90%) Analytics
5 12 (57.14%) Kafka
5 12 (57.14%) Azure
6 11 (52.38%) Hadoop
6 11 (52.38%) SQL
7 10 (47.62%) Agile Software Development
7 10 (47.62%) Social Skills
8 9 (42.86%) Data Pipeline
8 9 (42.86%) Azure Data Factory
8 9 (42.86%) Serverless
8 9 (42.86%) Kubernetes
8 9 (42.86%) Big Data
8 9 (42.86%) Cloudera
9 8 (38.10%) RESTful
9 8 (38.10%) AWS
9 8 (38.10%) Information Security
9 8 (38.10%) Business Intelligence
9 8 (38.10%) Cloud Native
9 8 (38.10%) Azure Functions
10 7 (33.33%) Microservices
10 7 (33.33%) Perl
10 7 (33.33%) PHP
10 7 (33.33%) C#
10 7 (33.33%) MapReduce

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 17 (80.95%) Apache Spark
2 3 (14.29%) Apache
3 1 (4.76%) Cloud Foundry
Business Applications
1 4 (19.05%) SAP S/4HANA
2 1 (4.76%) SAP Oil and Gas
Cloud Services
1 12 (57.14%) Azure
2 9 (42.86%) Azure Data Factory
2 9 (42.86%) Serverless
3 8 (38.10%) AWS
3 8 (38.10%) Azure Functions
4 6 (28.57%) Amazon EC2
4 6 (28.57%) Amazon S3
4 6 (28.57%) Azure Active Directory
4 6 (28.57%) Azure Cosmos DB
4 6 (28.57%) Azure Storage
5 5 (23.81%) GCP
6 4 (19.05%) SaaS
7 3 (14.29%) Azure Machine Learning
7 3 (14.29%) Azure Stack
7 3 (14.29%) Cloud Computing
8 2 (9.52%) AWS Lambda
8 2 (9.52%) Google Compute Engine
9 1 (4.76%) Collibra
9 1 (4.76%) GitHub
9 1 (4.76%) PaaS
Database & Business Intelligence
1 14 (66.67%) Data Lake
2 13 (61.90%) Apache Hive
2 13 (61.90%) Data Warehouse
3 11 (52.38%) Hadoop
4 9 (42.86%) Big Data
5 6 (28.57%) Amazon RDS
5 6 (28.57%) Azure SQL Data Warehouse
5 6 (28.57%) Azure SQL Database
5 6 (28.57%) HBase
5 6 (28.57%) SAP HANA
6 5 (23.81%) BigQuery
7 4 (19.05%) NoSQL
7 4 (19.05%) Relational Database
7 4 (19.05%) SAP BW
7 4 (19.05%) Sqoop
8 3 (14.29%) RDBMS
9 2 (9.52%) Metadata
9 2 (9.52%) Parquet
10 1 (4.76%) Apache Kudu
10 1 (4.76%) Impala
Development Applications
1 4 (19.05%) PowerDesigner
2 1 (4.76%) Eclipse
2 1 (4.76%) Jenkins
2 1 (4.76%) Visual Studio
2 1 (4.76%) Visual Studio Code
General
1 10 (47.62%) Social Skills
2 4 (19.05%) Analytical Skills
2 4 (19.05%) Banking
2 4 (19.05%) Finance
3 2 (9.52%) Legal
4 1 (4.76%) Law
Job Titles
1 8 (38.10%) Architect
2 6 (28.57%) Solutions Architect
3 4 (19.05%) Data Architect
4 3 (14.29%) Data Engineer
5 2 (9.52%) Administrator
5 2 (9.52%) Azure Architect
5 2 (9.52%) Consultant
5 2 (9.52%) Hadoop Administrator
5 2 (9.52%) Scala Engineer
6 1 (4.76%) Azure Consultant
6 1 (4.76%) Azure Engineer
6 1 (4.76%) Business Intelligence Consultant
6 1 (4.76%) Data Analytics Consultant
6 1 (4.76%) Data Consultant
6 1 (4.76%) Developer
6 1 (4.76%) Hadoop Developer
6 1 (4.76%) NoSQL Engineer
6 1 (4.76%) SAP Architect
6 1 (4.76%) SAP Solutions Architect
6 1 (4.76%) Senior Scala Engineer
Libraries, Frameworks & Software Standards
1 12 (57.14%) Kafka
2 8 (38.10%) RESTful
3 3 (14.29%) Node.js
4 2 (9.52%) OAuth
4 2 (9.52%) SAML
5 1 (4.76%) JSON
5 1 (4.76%) REST
5 1 (4.76%) Ruby on Rails
Miscellaneous
1 8 (38.10%) Cloud Native
2 6 (28.57%) Legacy Applications
3 3 (14.29%) Virtual Team
4 2 (9.52%) Data Structures
4 2 (9.52%) IBM Mainframe
4 2 (9.52%) Mainframe
4 2 (9.52%) Management Information System
5 1 (4.76%) Greenfield Project
5 1 (4.76%) Mobile App
5 1 (4.76%) Reference Data
Operating Systems
1 4 (19.05%) Linux
2 3 (14.29%) Debian
2 3 (14.29%) Red Hat Enterprise Linux
2 3 (14.29%) Ubuntu
2 3 (14.29%) Windows
3 1 (4.76%) Android
3 1 (4.76%) Apple iOS
Processes & Methodologies
1 13 (61.90%) Analytics
2 10 (47.62%) Agile Software Development
3 9 (42.86%) Data Pipeline
4 8 (38.10%) Business Intelligence
4 8 (38.10%) Information Security
5 7 (33.33%) DevOps
5 7 (33.33%) MapReduce
5 7 (33.33%) Microservices
6 6 (28.57%) Data Analytics
6 6 (28.57%) Multi-Factor Authentication
6 6 (28.57%) Re-Platforming
6 6 (28.57%) Scrum
6 6 (28.57%) The Twelve-Factor App
7 5 (23.81%) Machine Learning
8 4 (19.05%) ArchiMate
8 4 (19.05%) Artificial Intelligence
8 4 (19.05%) Computer Science
8 4 (19.05%) CRM
8 4 (19.05%) Portfolio Management
8 4 (19.05%) TOGAF
Programming Languages
1 16 (76.19%) Python
2 13 (61.90%) Java
3 11 (52.38%) SQL
4 7 (33.33%) C#
4 7 (33.33%) Perl
4 7 (33.33%) PHP
5 6 (28.57%) JavaScript
5 6 (28.57%) Scala
5 6 (28.57%) T-SQL
6 5 (23.81%) PowerShell
7 4 (19.05%) Go
8 2 (9.52%) HiveQL
8 2 (9.52%) Pig Latin
9 1 (4.76%) Bash Shell
9 1 (4.76%) C
9 1 (4.76%) C++
9 1 (4.76%) Clojure
9 1 (4.76%) Haskell
9 1 (4.76%) Kotlin
9 1 (4.76%) Ruby
Qualifications
1 4 (19.05%) Degree
2 1 (4.76%) SC Cleared
2 1 (4.76%) Security Cleared
Quality Assurance & Compliance
1 2 (9.52%) COBIT
1 2 (9.52%) Data Quality
1 2 (9.52%) ISO/IEC 27001
1 2 (9.52%) NIST
System Software
1 6 (28.57%) Active Directory
2 4 (19.05%) HDFS
3 2 (9.52%) Apache Flume
4 1 (4.76%) Apache ZooKeeper
Systems Management
1 9 (42.86%) Kubernetes
2 3 (14.29%) Oozie
3 2 (9.52%) Terraform
Vendors
1 9 (42.86%) Cloudera
2 6 (28.57%) MuleSoft
2 6 (28.57%) Salesforce.com
2 6 (28.57%) SAP
3 4 (19.05%) BiZZdesign
4 3 (14.29%) Databricks
4 3 (14.29%) Google
4 3 (14.29%) Red Hat
5 2 (9.52%) IBM
6 1 (4.76%) Hortonworks