Period
to 21 November 2017

The following table provides summary statistics for contract job vacancies advertised in the City of 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 21 November 2017 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
Central London > City of London
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 236 225 250
Rank change year-on-year -11 +25 +26
Contract jobs citing Apache Pig 16 24 13
As % of all contract IT jobs advertised in the City of London 0.22% 0.36% 0.14%
As % of the Application Platforms category 1.55% 2.04% 0.87%
Number of daily rates quoted 10 19 11
City of London median daily rate £725 £588 £650
Median daily rate % change year-on-year +23.40% -9.62% +40.54%
10th Percentile £625 £450 £513
90th Percentile £748 £696 £675
Central London median daily rate £725 £581 £625
% change year-on-year +24.73% -7.00% +25.00%
Number of hourly rates quoted 0 0 0
City of London median hourly rate - - -
Central London 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 the City of London with a requirement for application platform skills.

All Application Platform Skills
City of London
Contract vacancies with a requirement for application platform skills 1029 1179 1495
As % of all contract IT jobs advertised in the City of London 14.39% 17.72% 16.50%
Number of daily rates quoted 803 925 1127
City of London median daily rate £500 £450 £425
Median daily rate % change year-on-year +11.11% +5.88% +6.25%
10th Percentile £278 £306 £263
90th Percentile £675 £650 £638
Central London median daily rate £498 £450 £425
% change year-on-year +10.56% +5.88% +6.25%
Number of hourly rates quoted 8 15 22
City of London median hourly rate £17.00 £19.00 £17.98
Median hourly rate % change year-on-year -10.53% +5.67% +5.76%
10th Percentile £10.88 £11.25 £11.33
90th Percentile £27.50 £56.12 £41.90
Central London median hourly rate £17.85 £18.45 £17.98
% change year-on-year -3.25% +2.61% +8.97%

Apache Pig
Job Vacancy Trend in the City of London

Job postings citing Apache Pig as a percentage of all IT jobs advertised in the City of London.

Job vacancy trend for Apache Pig in the City of London

Apache Pig
Contractor Daily Rate Trend in the City of London

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Apache Pig in the City of London.

Contractor daily rate trend for Apache Pig in the City of London

For the 6 months to 21 November 2017, IT contractor jobs citing Apache Pig also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the City of London region with a requirement for Apache Pig.

1 16 (100.00%) Apache Hive
2 15 (93.75%) Hadoop
2 15 (93.75%) Big Data
3 12 (75.00%) Apache Spark
3 12 (75.00%) Java
4 11 (68.75%) Python
5 9 (56.25%) Scala
5 9 (56.25%) Agile Software Development
5 9 (56.25%) HDFS
6 8 (50.00%) HBase
7 7 (43.75%) Apache
8 6 (37.50%) Unix
8 6 (37.50%) Apache ZooKeeper
8 6 (37.50%) Apache Cassandra
8 6 (37.50%) Banking
8 6 (37.50%) MapReduce
9 5 (31.25%) Cloudera
9 5 (31.25%) Kafka
9 5 (31.25%) Sqoop
9 5 (31.25%) Akka
9 5 (31.25%) Algorithms
9 5 (31.25%) Investment Banking
9 5 (31.25%) TDD
9 5 (31.25%) Git (software)
9 5 (31.25%) ATDD
9 5 (31.25%) Finance
10 4 (25.00%) NoSQL
10 4 (25.00%) Apache Solr
10 4 (25.00%) DevOps
10 4 (25.00%) Oozie

Apache Pig
Co-occurring IT Skills in the City of 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 12 (75.00%) Apache Spark
2 7 (43.75%) Apache
3 4 (25.00%) Apache Solr
3 4 (25.00%) Elasticsearch
Cloud Services
1 1 (6.25%) GitHub
Communications & Networking
1 2 (12.50%) Network Security
1 2 (12.50%) SSL
Database & Business Intelligence
1 16 (100.00%) Apache Hive
2 15 (93.75%) Big Data
2 15 (93.75%) Hadoop
3 8 (50.00%) HBase
4 6 (37.50%) Apache Cassandra
5 5 (31.25%) Sqoop
6 4 (25.00%) NoSQL
7 3 (18.75%) Impala
8 2 (12.50%) Cloudera CDH
8 2 (12.50%) MongoDB
8 2 (12.50%) SQLite
9 1 (6.25%) BusinessObjects Business Intelligence
9 1 (6.25%) Data Warehouse
9 1 (6.25%) Oracle Database
9 1 (6.25%) Oracle9i Database
9 1 (6.25%) PowerCenter
9 1 (6.25%) SQL Server
9 1 (6.25%) SQL Server 2012
9 1 (6.25%) SQL Server 2014
Development Applications
1 5 (31.25%) Git (software)
2 4 (25.00%) Jenkins
3 1 (6.25%) Ant
3 1 (6.25%) ERwin
3 1 (6.25%) Gradle
3 1 (6.25%) HP UFT
3 1 (6.25%) Maven
3 1 (6.25%) Selenium
3 1 (6.25%) WebDriver
General
1 6 (37.50%) Banking
2 5 (31.25%) Finance
2 5 (31.25%) Investment Banking
Job Titles
1 9 (56.25%) Developer
2 5 (31.25%) Scala Developer
3 3 (18.75%) Big Data Engineer
3 3 (18.75%) Data Engineer
4 2 (12.50%) Administrator
4 2 (12.50%) Big Data Developer
4 2 (12.50%) Cloud Administrator
5 1 (6.25%) Architect
5 1 (6.25%) Big Data Architect
5 1 (6.25%) Data Architect
5 1 (6.25%) Developer in Test
5 1 (6.25%) ETL Developer
5 1 (6.25%) Head of Architecture
5 1 (6.25%) Informatica Developer
5 1 (6.25%) Informatica ETL Developer
5 1 (6.25%) Java Developer
5 1 (6.25%) Java Engineer
5 1 (6.25%) Test Automation Developer
5 1 (6.25%) Test Automation Engineer
5 1 (6.25%) Test Engineer
Libraries, Frameworks & Software Standards
1 5 (31.25%) Akka
1 5 (31.25%) Kafka
2 4 (25.00%) RabbitMQ
3 2 (12.50%) .NET
3 2 (12.50%) PySpark
3 2 (12.50%) scikit-learn
Miscellaneous
1 5 (31.25%) Algorithms
2 4 (25.00%) Greenfield Project
3 2 (12.50%) Analytical Skills
Operating Systems
1 6 (37.50%) Unix
2 2 (12.50%) Android
2 2 (12.50%) Apple iOS
2 2 (12.50%) Windows
Processes & Methodologies
1 9 (56.25%) Agile Software Development
2 6 (37.50%) MapReduce
3 5 (31.25%) ATDD
3 5 (31.25%) TDD
4 4 (25.00%) DevOps
5 3 (18.75%) Data Integration
6 2 (12.50%) Configuration Management
6 2 (12.50%) Data Architecture
6 2 (12.50%) ETL
7 1 (6.25%) BDD
7 1 (6.25%) Business Intelligence
7 1 (6.25%) Data Management
7 1 (6.25%) Data Modelling
7 1 (6.25%) Dimensional Modelling
7 1 (6.25%) Product Management
7 1 (6.25%) QA Automation
7 1 (6.25%) Regression Testing
7 1 (6.25%) Security Testing
7 1 (6.25%) Test Automation
7 1 (6.25%) Test Strategy
Programming Languages
1 12 (75.00%) Java
2 11 (68.75%) Python
3 9 (56.25%) Scala
4 2 (12.50%) COBOL
5 1 (6.25%) PL/SQL
5 1 (6.25%) SQL
5 1 (6.25%) T-SQL
Quality Assurance & Compliance
1 1 (6.25%) QA
System Software
1 9 (56.25%) HDFS
2 6 (37.50%) Apache ZooKeeper
3 4 (25.00%) Apache Flume
Systems Management
1 4 (25.00%) Ansible
1 4 (25.00%) Oozie
2 2 (12.50%) Control-M
2 2 (12.50%) Hadoop YARN
2 2 (12.50%) Puppet
Vendors
1 5 (31.25%) Cloudera
2 3 (18.75%) Oracle
3 2 (12.50%) Palantir
3 2 (12.50%) SaltStack
4 1 (6.25%) Informatica
4 1 (6.25%) Perforce
4 1 (6.25%) SAP