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 3 months to 24 June 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
UK / England
3 months to
24 Jun 2017
Same period 2016 Same period 2015
Rank 509 548 566
Rank change year-on-year +39 +18  
Contract jobs citing Apache Pig 73 84 59
As % of all contract IT jobs advertised in England 0.17% 0.17% 0.12%
As % of the Application Platforms category 1.03% 0.95% 0.65%
Number of daily rates quoted 51 59 33
Median daily rate £500 £500 £550
Median daily rate % change year-on-year - -9.09%  
90% offered a daily rate of more than £410 £425 £405
10% offered a daily rate of more than £650 £800 £745
UK excluding London median daily rate £425 £500 £450
% change year-on-year -15.00% +11.11%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - - -

Apache Pig is in the application platform skills category. The next 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.

Contract Application Platform Skills
England
Contract job vacancies with a requirement for application platform skills 7075 8843 9046
As % of all contract IT job vacancies advertised in England 16.66% 17.91% 17.73%
Number of daily rates quoted 4553 6003 5754
Median daily rate £438 £425 £375
Median daily rate % change year-on-year +2.94% +13.33%  
90% offered a daily rate of more than £275 £270 £230
10% offered a daily rate of more than £575 £575 £538
UK excluding London median daily rate £400 £390 £350
% change year-on-year +2.56% +11.42%  
Number of hourly rates quoted 183 203 309
Median hourly rate £25.00 £20.00 £20.50
Median hourly rate % change year-on-year +25.00% -2.43%  
90% offered a hourly rate of more than £11.85 £12.49 £12.54
10% offered a hourly rate of more than £50.00 £45.00 £40.00
UK excluding London median hourly rate £25.00 £25.00 £21.00
% change year-on-year - +19.04%  

Apache Pig
Job Vacancy Trend in England

The job posting trend of jobs advertised in England citing Apache Pig as a proportion of all contract or permanent IT jobs with a match in the Application Platforms category.

Job vacancy trend for Apache Pig in England

Apache Pig
Contractor Daily Rate Trend in England

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

Contractor daily rate trend for Apache Pig in England

Apache Pig
Contractor Daily Rate Histogram in England

The daily rate distribution of IT jobs citing Apache Pig in England over the 3 months to 24 June 2017.

Contractor daily rate histogram 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 3 months to 24 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +3 44 £513 +1.48% 11
South East +23 10 £425 +9.67% 1
South West - 10 £424 -
East of England 0 7 £550 -
North West - 2 - - 1
Apache Pig
UK

For the 6 months to 24 June 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 England region with a requirement for Apache Pig.

1 168 (91.80%) Hadoop
2 163 (89.07%) Apache Hive
3 153 (83.61%) Big Data
4 116 (63.39%) Apache Spark
5 112 (61.20%) Java
6 98 (53.55%) HBase
7 84 (45.90%) Python
8 75 (40.98%) MapReduce
9 69 (37.70%) Analytics
10 64 (34.97%) Scala
11 61 (33.33%) Apache Flume
12 59 (32.24%) SQL
13 57 (31.15%) HDFS
14 56 (30.60%) Sqoop
14 56 (30.60%) NoSQL
14 56 (30.60%) Agile Software Development
15 53 (28.96%) Apache Cassandra
16 51 (27.87%) MongoDB
17 48 (26.23%) Amazon AWS
18 45 (24.59%) R
18 45 (24.59%) Machine Learning
18 45 (24.59%) Linux
19 43 (23.50%) ETL
19 43 (23.50%) Finance
20 40 (21.86%) Analytical Skills
21 37 (20.22%) Cloudera
21 37 (20.22%) Data Warehouse
22 35 (19.13%) Oozie
23 34 (18.58%) Hadoop YARN
23 34 (18.58%) Business Intelligence

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
1 116 (63.39%) Apache Spark
2 22 (12.02%) Apache
3 16 (8.74%) Apache Solr
3 16 (8.74%) Elasticsearch
4 15 (8.20%) SAS
5 4 (2.19%) JBoss
5 4 (2.19%) Tomcat
5 4 (2.19%) WebSphere
6 3 (1.64%) Mule
7 2 (1.09%) Adobe Experience Manager
7 2 (1.09%) CMS
7 2 (1.09%) Confluence
7 2 (1.09%) WebLogic
8 1 (0.55%) DataSynapse
Applications
1 11 (6.01%) SPSS
2 5 (2.73%) Stata
3 3 (1.64%) Weka
Cloud Services
1 48 (26.23%) Amazon AWS
2 16 (8.74%) Cloud Computing
3 15 (8.20%) Microsoft Azure
4 11 (6.01%) Amazon EC2
5 9 (4.92%) Amazon S3
6 6 (3.28%) AWS Data Pipeline
7 4 (2.19%) Amazon EMR
7 4 (2.19%) Amazon Kinesis
7 4 (2.19%) Amazon SQS
8 3 (1.64%) SaaS
9 2 (1.09%) AWS Lambda
10 1 (0.55%) Azure Data Factory
10 1 (0.55%) Azure Machine Learning
10 1 (0.55%) Google Cloud Platform
Communications & Networking
1 8 (4.37%) Kerberos
2 4 (2.19%) Network Security
2 4 (2.19%) Skype
3 2 (1.09%) FTP
4 1 (0.55%) Firewall
4 1 (0.55%) HTTP
4 1 (0.55%) SNMP
4 1 (0.55%) SSH
Database & Business Intelligence
1 168 (91.80%) Hadoop
2 163 (89.07%) Apache Hive
3 153 (83.61%) Big Data
4 98 (53.55%) HBase
5 56 (30.60%) NoSQL
5 56 (30.60%) Sqoop
6 53 (28.96%) Apache Cassandra
7 51 (27.87%) MongoDB
8 37 (20.22%) Data Warehouse
9 32 (17.49%) Impala
10 25 (13.66%) QlikView
11 23 (12.57%) SQL Server
12 21 (11.48%) Data Mining
13 18 (9.84%) Amazon Redshift
13 18 (9.84%) MySQL
14 16 (8.74%) Relational Database
15 9 (4.92%) Apache Accumulo
15 9 (4.92%) Apache Zeppelin
15 9 (4.92%) BusinessObjects
16 8 (4.37%) SQL Server Integration Services
Development Applications
1 13 (7.10%) Jenkins
2 10 (5.46%) Git (software)
2 10 (5.46%) Talend Open Studio
3 7 (3.83%) Vagrant
4 5 (2.73%) Hudson
5 3 (1.64%) JIRA
5 3 (1.64%) JUnit
6 2 (1.09%) Eclipse
6 2 (1.09%) IntelliJ
6 2 (1.09%) Mockito
6 2 (1.09%) Subversion
6 2 (1.09%) Team Foundation Server
7 1 (0.55%) Atlassian Bamboo
7 1 (0.55%) Bitbucket
7 1 (0.55%) EasyMock
7 1 (0.55%) NetBeans
7 1 (0.55%) Selenium
7 1 (0.55%) TeamCity
General
1 43 (23.50%) Finance
2 28 (15.30%) Banking
3 10 (5.46%) Investment Banking
4 7 (3.83%) Retail
5 6 (3.28%) Games
6 5 (2.73%) Marketing
7 4 (2.19%) Front Office
8 3 (1.64%) Corporate Banking
8 3 (1.64%) Legal
8 3 (1.64%) Retail Banking
9 2 (1.09%) Billing
9 2 (1.09%) Financial Institution
10 1 (0.55%) German Language
Job Titles
1 65 (35.52%) Developer
2 53 (28.96%) Data Engineer
3 49 (26.78%) Big Data Engineer
4 34 (18.58%) Java Developer
5 27 (14.75%) Big Data Developer
6 19 (10.38%) Hadoop Engineer
7 16 (8.74%) Hadoop Developer
8 14 (7.65%) Data Scientist
9 12 (6.56%) AWS Engineer
10 11 (6.01%) Administrator
10 11 (6.01%) Architect
11 10 (5.46%) Analyst
12 9 (4.92%) Hadoop Administrator
13 8 (4.37%) Data Analyst
13 8 (4.37%) Java Hadoop Developer
14 7 (3.83%) Cloud Developer
14 7 (3.83%) Data Architect
14 7 (3.83%) DevOps Engineer
14 7 (3.83%) Java Engineer
15 6 (3.28%) Big Data Architect
Libraries, Frameworks & Software Standards
1 29 (15.85%) Kafka
2 19 (10.38%) Spark Streaming
3 15 (8.20%) Web Services
4 11 (6.01%) Spring
5 10 (5.46%) Hibernate
6 8 (4.37%) REST
7 7 (3.83%) JMS
8 6 (3.28%) Akka
9 5 (2.73%) Ajax
9 5 (2.73%) HTML
9 5 (2.73%) jQuery
10 4 (2.19%) CSS
10 4 (2.19%) JAX-WS
10 4 (2.19%) JSP
10 4 (2.19%) Middleware
10 4 (2.19%) Servlets
10 4 (2.19%) SOAP
10 4 (2.19%) Spring MVC
10 4 (2.19%) Struts
10 4 (2.19%) XML
Miscellaneous
1 40 (21.86%) Analytical Skills
2 17 (9.29%) Algorithms
3 16 (8.74%) Computer Science
4 11 (6.01%) Greenfield Project
5 9 (4.92%) Market Risk
6 6 (3.28%) Data Structures
7 5 (2.73%) Replication
8 4 (2.19%) Distributed Denial-of-Service
8 4 (2.19%) Fintech
8 4 (2.19%) Grid Computing
8 4 (2.19%) Management Information System
9 3 (1.64%) Private Cloud
9 3 (1.64%) Security Operations Centre
9 3 (1.64%) Shadow IT
9 3 (1.64%) Smart Energy
10 2 (1.09%) Cyberthreat
10 2 (1.09%) Equities
10 2 (1.09%) Social Media
10 2 (1.09%) Virtual Team
10 2 (1.09%) Wiki
Operating Systems
1 45 (24.59%) Linux
2 21 (11.48%) Unix
3 4 (2.19%) Windows
4 3 (1.64%) Apple iOS
5 2 (1.09%) Android
5 2 (1.09%) CentOS
5 2 (1.09%) Red Hat Enterprise Linux
6 1 (0.55%) Debian
6 1 (0.55%) Ubuntu
Processes & Methodologies
1 75 (40.98%) MapReduce
2 69 (37.70%) Analytics
3 56 (30.60%) Agile Software Development
4 45 (24.59%) Machine Learning
5 43 (23.50%) ETL
6 34 (18.58%) Business Intelligence
7 29 (15.85%) Open Source
8 22 (12.02%) Data Analysis
8 22 (12.02%) Data Modelling
9 21 (11.48%) Data Analytics
9 21 (11.48%) Data Architecture
10 19 (10.38%) DevOps
11 18 (9.84%) Visualisation
12 17 (9.29%) Scrum
13 16 (8.74%) Performance Tuning
13 16 (8.74%) Software Engineering
14 15 (8.20%) TDD
15 14 (7.65%) Continuous Integration
16 12 (6.56%) Data Engineering
16 12 (6.56%) Mathematics
Programming Languages
1 112 (61.20%) Java
2 84 (45.90%) Python
3 64 (34.97%) Scala
4 59 (32.24%) SQL
5 45 (24.59%) R
6 20 (10.93%) Perl
7 12 (6.56%) Shell Script
8 11 (6.01%) Bash Shell
9 9 (4.92%) JavaScript
10 8 (4.37%) C
10 8 (4.37%) C#
10 8 (4.37%) Ruby
11 6 (3.28%) MATLAB
11 6 (3.28%) PL/SQL
11 6 (3.28%) T-SQL
12 5 (2.73%) HiveQL
13 3 (1.64%) C++
13 3 (1.64%) CQL
13 3 (1.64%) PHP
14 2 (1.09%) Embedded C
Qualifications
1 20 (10.93%) Degree
2 11 (6.01%) Computer Science Degree
3 7 (3.83%) CISM
3 7 (3.83%) CISSP
3 7 (3.83%) Security Cleared
4 5 (2.73%) Master's Degree
5 4 (2.19%) CISA
6 3 (1.64%) CRISC
7 2 (1.09%) DV Cleared
7 2 (1.09%) PhD
8 1 (0.55%) (ISC)2 CCSP
8 1 (0.55%) BPSS Clearance
8 1 (0.55%) CCSP
8 1 (0.55%) CEH
8 1 (0.55%) Cisco Certification
8 1 (0.55%) Numerate Degree
8 1 (0.55%) SC Cleared
Quality Assurance & Compliance
1 12 (6.56%) Data Quality
2 7 (3.83%) QA
3 6 (3.28%) PCI DSS
4 5 (2.73%) SLA
5 4 (2.19%) FedRAMP
6 3 (1.64%) ISAE 3402
6 3 (1.64%) ISO/IEC 27001
6 3 (1.64%) SSAE 16
7 1 (0.55%) GDPR
7 1 (0.55%) ISO 22301
7 1 (0.55%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
7 1 (0.55%) ISO/IEC 27005
System Software
1 61 (33.33%) Apache Flume
2 57 (31.15%) HDFS
3 13 (7.10%) Apache ZooKeeper
3 13 (7.10%) Docker
4 3 (1.64%) Oracle RAC
5 2 (1.09%) Active Directory
Systems Management
1 35 (19.13%) Oozie
2 34 (18.58%) Hadoop YARN
3 19 (10.38%) Ansible
4 16 (8.74%) Puppet
5 15 (8.20%) Opscode Chef
6 9 (4.92%) Ambari
7 6 (3.28%) Kibana
8 5 (2.73%) Terraform
9 4 (2.19%) Kubernetes
9 4 (2.19%) logstash
9 4 (2.19%) Mesos
10 2 (1.09%) Nagios
Vendors
1 37 (20.22%) Cloudera
2 31 (16.94%) Tableau
3 24 (13.11%) Oracle
4 21 (11.48%) Hortonworks
5 17 (9.29%) Informatica
6 12 (6.56%) Cognos
7 10 (5.46%) Talend
8 9 (4.92%) Microsoft
9 8 (4.37%) Teradata
10 6 (3.28%) Red Hat
11 5 (2.73%) MapR
11 5 (2.73%) SAP
12 4 (2.19%) Ab Initio
12 4 (2.19%) IBM
12 4 (2.19%) MicroStrategy
12 4 (2.19%) Sybase
12 4 (2.19%) Vertica
13 3 (1.64%) RapidMiner
13 3 (1.64%) ServiceNow
13 3 (1.64%) Splunk