Period
to 27 May 2020

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 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
England > London
6 months to
27 May 2020
Same period 2019 Same period 2018
Rank 397 543 531
Rank change year-on-year +146 -12 -115
Contract jobs citing Apache Pig 18 42 116
As % of all contract jobs advertised in London 0.093% 0.10% 0.25%
As % of the Application Platforms category 0.61% 0.65% 1.47%
Number of daily rates quoted 8 18 79
Median daily rate £463 £538 £563
Median daily rate % change year-on-year -13.95% -4.44% +2.27%
10th Percentile £406 £412 £465
90th Percentile £503 £675 £775
England 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 - - -
England 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 London with a requirement for application platform skills.

All Application Platform Skills
London
Contract vacancies with a requirement for application platform skills 2,969 6,416 7,874
As % of all contract IT jobs advertised in London 15.27% 15.99% 17.27%
Number of daily rates quoted 1,948 4,435 5,619
Median daily rate £500 £525 £500
Median daily rate % change year-on-year -4.76% +5.00% +5.26%
10th Percentile £313 £313 £300
90th Percentile £700 £675 £650
England median daily rate £475 £475 £460
% change year-on-year - +3.26% +6.98%
Number of hourly rates quoted 39 43 78
Median hourly rate £35.00 £34.51 £20.88
Median hourly rate % change year-on-year +1.42% +65.32% -5.11%
10th Percentile £17.00 £18.53 £13.25
90th Percentile £52.90 £56.00 £54.88
Median hourly rate £23.50 £18.60 £19.28
% change year-on-year +26.34% -3.51% -1.95%

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
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 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
Central London +112 2 £400 -38.46%
Apache Pig
England

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 London region with a requirement for Apache Pig.

1 17 (94.44%) Apache Spark
2 15 (83.33%) Apache Hive
2 15 (83.33%) Hadoop
3 14 (77.78%) Python
4 11 (61.11%) Kafka
4 11 (61.11%) Big Data
4 11 (61.11%) Impala
5 10 (55.56%) PySpark
6 8 (44.44%) SQL
6 8 (44.44%) HBase
7 7 (38.89%) AWS
8 6 (33.33%) Cloudera
8 6 (33.33%) SDLC
8 6 (33.33%) Apache
8 6 (33.33%) ETL
8 6 (33.33%) Git (software)
9 5 (27.78%) Banking
9 5 (27.78%) TeamCity
9 5 (27.78%) Data Warehouse
9 5 (27.78%) Analytical Skills
9 5 (27.78%) HDFS
9 5 (27.78%) Apache Flume
9 5 (27.78%) Analytics
9 5 (27.78%) Amazon RDS
9 5 (27.78%) MapReduce
10 4 (22.22%) Amazon EC2
10 4 (22.22%) Amazon S3
10 4 (22.22%) MongoDB
10 4 (22.22%) Apache Cassandra
10 4 (22.22%) NoSQL

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 (94.44%) Apache Spark
2 6 (33.33%) Apache
3 3 (16.67%) Apache Airflow
3 3 (16.67%) Apache Pulsar
3 3 (16.67%) Oracle Workflow
4 1 (5.56%) Apache Solr
4 1 (5.56%) SAS
Business Applications
1 1 (5.56%) SAP Oil and Gas
Cloud Services
1 7 (38.89%) AWS
2 4 (22.22%) Amazon EC2
2 4 (22.22%) Amazon S3
2 4 (22.22%) Serverless
3 3 (16.67%) Amazon Kinesis
4 2 (11.11%) AWS CloudTrail
4 2 (11.11%) AWS Lambda
4 2 (11.11%) Azure
4 2 (11.11%) Azure Active Directory
4 2 (11.11%) Azure Data Factory
4 2 (11.11%) Azure Functions
4 2 (11.11%) Virtual Private Cloud
Communications & Networking
1 1 (5.56%) Kerberos
Database & Business Intelligence
1 15 (83.33%) Apache Hive
1 15 (83.33%) Hadoop
2 11 (61.11%) Big Data
2 11 (61.11%) Impala
3 8 (44.44%) HBase
4 5 (27.78%) Amazon RDS
4 5 (27.78%) Data Warehouse
5 4 (22.22%) Apache Cassandra
5 4 (22.22%) MongoDB
5 4 (22.22%) NoSQL
6 3 (16.67%) Amazon Aurora
6 3 (16.67%) Presto
6 3 (16.67%) Relational Database
7 2 (11.11%) Amazon Athena
7 2 (11.11%) Amazon DynamoDB
7 2 (11.11%) Azure SQL Data Warehouse
7 2 (11.11%) Azure SQL Database
7 2 (11.11%) Cosmos DB
7 2 (11.11%) Data Lake
7 2 (11.11%) SAP HANA
Development Applications
1 6 (33.33%) Git (software)
2 5 (27.78%) TeamCity
General
1 5 (27.78%) Banking
2 1 (5.56%) Finance
2 1 (5.56%) Public Sector
2 1 (5.56%) Telecoms
Job Titles
1 10 (55.56%) Developer
2 6 (33.33%) Data Engineer
2 6 (33.33%) Python Developer
3 5 (27.78%) Big Data Developer
4 4 (22.22%) Architect
5 3 (16.67%) Big Data Engineer
6 2 (11.11%) Hadoop Architect
6 2 (11.11%) Hadoop Developer
6 2 (11.11%) Solutions Architect
7 1 (5.56%) Big Data Manager
7 1 (5.56%) Cloud Architect
7 1 (5.56%) Cloud Solutions Architect
7 1 (5.56%) Consultant
7 1 (5.56%) Data Analytics Consultant
7 1 (5.56%) Data Architect
7 1 (5.56%) Data Consultant
7 1 (5.56%) Data Manager
7 1 (5.56%) Project Manager
7 1 (5.56%) SAP Architect
7 1 (5.56%) SAP Solutions Architect
Libraries, Frameworks & Software Standards
1 11 (61.11%) Kafka
2 10 (55.56%) PySpark
3 3 (16.67%) Apache NiFi
4 2 (11.11%) Spark Streaming
4 2 (11.11%) Web Services
5 1 (5.56%) RabbitMQ
5 1 (5.56%) Spring
Miscellaneous
1 5 (27.78%) Analytical Skills
2 3 (16.67%) Credit Risk
3 2 (11.11%) Cloud Native
4 1 (5.56%) Algorithms
Operating Systems
1 2 (11.11%) Debian
1 2 (11.11%) Linux
1 2 (11.11%) Red Hat Enterprise Linux
1 2 (11.11%) Ubuntu
1 2 (11.11%) Windows
Processes & Methodologies
1 6 (33.33%) ETL
1 6 (33.33%) SDLC
2 5 (27.78%) Analytics
2 5 (27.78%) MapReduce
3 4 (22.22%) Data Analytics
4 3 (16.67%) Agile Software Development
4 3 (16.67%) Business Intelligence
4 3 (16.67%) Data Modelling
4 3 (16.67%) Data Visualisation
4 3 (16.67%) Migration
4 3 (16.67%) Visualisation
4 3 (16.67%) Workflow
5 2 (11.11%) Artificial Intelligence
5 2 (11.11%) Continuous Integration
5 2 (11.11%) Data Management
5 2 (11.11%) Information Security
5 2 (11.11%) Mathematics
5 2 (11.11%) Scrum
5 2 (11.11%) Statistics
5 2 (11.11%) TOGAF
Programming Languages
1 14 (77.78%) Python
2 8 (44.44%) SQL
3 3 (16.67%) Java
4 2 (11.11%) C#
4 2 (11.11%) JavaScript
4 2 (11.11%) Perl
4 2 (11.11%) PHP
4 2 (11.11%) PowerShell
4 2 (11.11%) Scala
4 2 (11.11%) T-SQL
5 1 (5.56%) PL/SQL
5 1 (5.56%) R
Qualifications
1 3 (16.67%) SC Cleared
1 3 (16.67%) Security Cleared
System Software
1 5 (27.78%) Apache Flume
1 5 (27.78%) HDFS
2 2 (11.11%) Active Directory
3 1 (5.56%) Apache ZooKeeper
Systems Management
1 2 (11.11%) Kubernetes
2 1 (5.56%) Ambari
2 1 (5.56%) Oozie
Vendors
1 6 (33.33%) Cloudera
2 3 (16.67%) Oracle
3 2 (11.11%) BiZZdesign
3 2 (11.11%) Hortonworks
3 2 (11.11%) MuleSoft
3 2 (11.11%) Red Hat
3 2 (11.11%) Salesforce.com
3 2 (11.11%) SAP
4 1 (5.56%) Splunk