Period
to 27 May 2020

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 27 May 2020 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
27 May 2020
Same period 2019 Same period 2018
Rank 574 751 673
Rank change year-on-year +177 -78 -62
Contract jobs citing Apache Pig 22 73 192
As % of all contract jobs advertised in England 0.052% 0.088% 0.21%
As % of the Application Platforms category 0.36% 0.56% 1.28%
Number of daily rates quoted 14 37 130
Median daily rate £475 £538 £550
Median daily rate % change year-on-year -11.63% -2.27% +10.00%
10th Percentile £412 £412 £412
90th Percentile £531 £653 £738
UK median daily rate £475 £538 £550
% change year-on-year -11.63% -2.27% +10.00%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK median hourly rate - - -

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 6,117 13,136 15,055
As % of all contract IT jobs advertised in England 14.51% 15.85% 16.35%
Number of daily rates quoted 3,920 8,455 10,050
Median daily rate £475 £475 £460
Median daily rate % change year-on-year - +3.26% +6.98%
10th Percentile £285 £286 £275
90th Percentile £650 £642 £625
UK median daily rate £473 £475 £450
% change year-on-year -0.53% +5.56% +5.88%
Number of hourly rates quoted 155 258 334
Median hourly rate £23.50 £18.60 £19.28
Median hourly rate % change year-on-year +26.34% -3.51% -1.95%
10th Percentile £13.00 £12.00 £11.63
90th Percentile £53.00 £47.88 £50.88
Median hourly rate £24.00 £18.75 £19.00
% change year-on-year +28.00% -1.32% -

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
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 27 May 2020. 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 +146 18 £463 -13.95% 1
North of England +95 3 £513 -12.77%
North West +50 3 £513 -12.77%
South West +59 1 £438 -12.50%
Apache Pig
UK

For the 6 months to 27 May 2020, 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 19 (86.36%) Hadoop
1 19 (86.36%) Apache Hive
2 18 (81.82%) Apache Spark
3 14 (63.64%) Big Data
3 14 (63.64%) Python
4 11 (50.00%) SQL
4 11 (50.00%) Kafka
4 11 (50.00%) Impala
5 10 (45.45%) PySpark
6 9 (40.91%) HBase
7 7 (31.82%) AWS
8 6 (27.27%) Git (software)
8 6 (27.27%) Cloudera
8 6 (27.27%) SDLC
8 6 (27.27%) Apache
8 6 (27.27%) ETL
8 6 (27.27%) Migration
9 5 (22.73%) Banking
9 5 (22.73%) Data Management
9 5 (22.73%) Linux
9 5 (22.73%) Data Warehouse
9 5 (22.73%) Analytical Skills
9 5 (22.73%) HDFS
9 5 (22.73%) Amazon RDS
9 5 (22.73%) Oozie
9 5 (22.73%) MapReduce
9 5 (22.73%) Apache Flume
9 5 (22.73%) Analytics
9 5 (22.73%) TeamCity
10 4 (18.18%) Amazon EC2

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 18 (81.82%) Apache Spark
2 6 (27.27%) Apache
3 3 (13.64%) Apache Airflow
3 3 (13.64%) Apache Pulsar
3 3 (13.64%) Oracle Workflow
4 1 (4.55%) Apache Solr
4 1 (4.55%) SAS
Business Applications
1 1 (4.55%) SAP Oil and Gas
Cloud Services
1 7 (31.82%) AWS
2 4 (18.18%) Amazon EC2
2 4 (18.18%) Amazon S3
2 4 (18.18%) Serverless
3 3 (13.64%) Amazon Kinesis
4 2 (9.09%) AWS CloudTrail
4 2 (9.09%) AWS Lambda
4 2 (9.09%) Azure
4 2 (9.09%) Azure Active Directory
4 2 (9.09%) Azure Data Factory
4 2 (9.09%) Azure Functions
4 2 (9.09%) Virtual Private Cloud
Communications & Networking
1 1 (4.55%) Kerberos
Database & Business Intelligence
1 19 (86.36%) Apache Hive
1 19 (86.36%) Hadoop
2 14 (63.64%) Big Data
3 11 (50.00%) Impala
4 9 (40.91%) HBase
5 5 (22.73%) Amazon RDS
5 5 (22.73%) Data Warehouse
6 4 (18.18%) Apache Cassandra
6 4 (18.18%) MongoDB
6 4 (18.18%) NoSQL
7 3 (13.64%) Amazon Aurora
7 3 (13.64%) Presto
7 3 (13.64%) Relational Database
8 2 (9.09%) Amazon Athena
8 2 (9.09%) Amazon DynamoDB
8 2 (9.09%) Azure SQL Data Warehouse
8 2 (9.09%) Azure SQL Database
8 2 (9.09%) Cosmos DB
8 2 (9.09%) Data Lake
8 2 (9.09%) SAP HANA
Development Applications
1 6 (27.27%) Git (software)
2 5 (22.73%) TeamCity
3 1 (4.55%) Vagrant
General
1 5 (22.73%) Banking
2 1 (4.55%) Finance
2 1 (4.55%) Public Sector
2 1 (4.55%) Telecoms
Job Titles
1 11 (50.00%) Developer
2 6 (27.27%) Data Engineer
2 6 (27.27%) Python Developer
3 5 (22.73%) Big Data Developer
4 4 (18.18%) Architect
5 3 (13.64%) Administrator
5 3 (13.64%) Big Data Engineer
5 3 (13.64%) Informatica Administrator
6 2 (9.09%) Hadoop Architect
6 2 (9.09%) Hadoop Developer
6 2 (9.09%) Solutions Architect
7 1 (4.55%) AWS Architect
7 1 (4.55%) Azure Architect
7 1 (4.55%) Banking Project Manager
7 1 (4.55%) Big Data Architect
7 1 (4.55%) Big Data Manager
7 1 (4.55%) Cloud Solutions Architect
7 1 (4.55%) Consultant
7 1 (4.55%) Data Architect
7 1 (4.55%) Project Manager
Libraries, Frameworks & Software Standards
1 11 (50.00%) Kafka
2 10 (45.45%) PySpark
3 3 (13.64%) Apache NiFi
4 2 (9.09%) Spark Streaming
4 2 (9.09%) Web Services
5 1 (4.55%) RabbitMQ
5 1 (4.55%) Spring
Miscellaneous
1 5 (22.73%) Analytical Skills
2 3 (13.64%) Credit Risk
3 2 (9.09%) Cloud Native
4 1 (4.55%) Algorithms
Operating Systems
1 5 (22.73%) Linux
2 3 (13.64%) Unix
3 2 (9.09%) Debian
3 2 (9.09%) Red Hat Enterprise Linux
3 2 (9.09%) Ubuntu
3 2 (9.09%) Windows
Processes & Methodologies
1 6 (27.27%) ETL
1 6 (27.27%) Migration
1 6 (27.27%) SDLC
2 5 (22.73%) Analytics
2 5 (22.73%) Data Management
2 5 (22.73%) MapReduce
3 4 (18.18%) Agile Software Development
3 4 (18.18%) Data Analytics
4 3 (13.64%) Business Intelligence
4 3 (13.64%) Data Modelling
4 3 (13.64%) Data Visualisation
4 3 (13.64%) Scorecard
4 3 (13.64%) Visualisation
4 3 (13.64%) Workflow
5 2 (9.09%) Continuous Integration
5 2 (9.09%) Data Migration
5 2 (9.09%) Information Security
5 2 (9.09%) Machine Learning
5 2 (9.09%) Scrum
5 2 (9.09%) Waterfall
Programming Languages
1 14 (63.64%) Python
2 11 (50.00%) SQL
3 4 (18.18%) Java
3 4 (18.18%) PL/SQL
4 3 (13.64%) Shell Script
5 2 (9.09%) C#
5 2 (9.09%) JavaScript
5 2 (9.09%) Perl
5 2 (9.09%) PHP
5 2 (9.09%) PowerShell
5 2 (9.09%) Scala
5 2 (9.09%) T-SQL
6 1 (4.55%) Java 8
6 1 (4.55%) R
Qualifications
1 3 (13.64%) SC Cleared
1 3 (13.64%) Security Cleared
Quality Assurance & Compliance
1 3 (13.64%) Data Quality
System Software
1 5 (22.73%) Apache Flume
1 5 (22.73%) HDFS
2 2 (9.09%) Active Directory
3 1 (4.55%) Apache ZooKeeper
3 1 (4.55%) Docker
Systems Management
1 5 (22.73%) Oozie
2 2 (9.09%) Kubernetes
3 1 (4.55%) Ambari
3 1 (4.55%) Ansible
Vendors
1 6 (27.27%) Cloudera
2 3 (13.64%) Informatica
2 3 (13.64%) Oracle
3 2 (9.09%) BiZZdesign
3 2 (9.09%) Hortonworks
3 2 (9.09%) MuleSoft
3 2 (9.09%) Red Hat
3 2 (9.09%) Salesforce.com
3 2 (9.09%) SAP
4 1 (4.55%) Splunk