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 26 March 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.

3 months to
26 Mar 2017
Same period 2016 Same period 2015
Apache Pig
UK / England
Rank 465 503 530
Rank change year-on-year +38 +27  
Contract jobs citing Apache Pig 109 110 64
As % of all contract IT jobs advertised in England 0.26% 0.22% 0.13%
As % of the Application Platforms category 1.51% 1.30% 0.76%
Number of daily rates quoted 80 81 52
Median daily rate £506 £500 £525
Median daily rate % change year-on-year +1.25% -4.76%  
90% offered a daily rate of more than £414 £400 £400
10% offered a daily rate of more than £650 £600 £725
UK excluding London median daily rate £475 £450 £425
% change year-on-year +5.55% +5.88%  
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 7227 8447 8441
As % of all contract IT job vacancies advertised in England 17.52% 17.22% 17.46%
Number of daily rates quoted 4730 5410 5064
Median daily rate £425 £413 £400
Median daily rate % change year-on-year +3.03% +3.12%  
90% offered a daily rate of more than £275 £253 £250
10% offered a daily rate of more than £600 £575 £535
UK excluding London median daily rate £400 £388 £375
% change year-on-year +3.22% +3.33%  
Number of hourly rates quoted 154 211 310
Median hourly rate £18.50 £19.18 £19.00
Median hourly rate % change year-on-year -3.52% +0.92%  
90% offered a hourly rate of more than £12.00 £10.00 £11.57
10% offered a hourly rate of more than £50.00 £50.00 £42.50
UK excluding London median hourly rate £17.00 £18.00 £16.14
% change year-on-year -5.55% +11.52%  

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 26 March 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 26 March 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 +32 87 £550 - 17
South East +31 9 £463 +32.14% 2
South West +2 4 £500 +13.31% 1
North West +28 2 £350 -22.22% 7
West Midlands +9 2 - -
Yorkshire - 2 £475 -
East Midlands - 2 £538 -
Apache Pig
UK

Apache Pig
Top 30 Related IT Skills in England

For the 6 months to 26 March 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.

1 248 (93.58%) Apache Hive
2 242 (91.32%) Hadoop
3 223 (84.15%) Big Data
4 162 (61.13%) Apache Spark
5 150 (56.60%) Java
6 125 (47.17%) Python
7 116 (43.77%) HBase
8 113 (42.64%) MapReduce
9 95 (35.85%) Scala
10 92 (34.72%) NoSQL
10 92 (34.72%) SQL
11 86 (32.45%) HDFS
12 83 (31.32%) Analytics
13 82 (30.94%) Linux
14 72 (27.17%) Apache Cassandra
15 70 (26.42%) Finance
16 67 (25.28%) Hadoop YARN
17 66 (24.91%) Agile Software Development
18 65 (24.53%) Hortonworks
19 64 (24.15%) Kafka
19 64 (24.15%) MongoDB
20 60 (22.64%) Amazon AWS
21 59 (22.26%) Data Warehouse
22 58 (21.89%) Sqoop
23 55 (20.75%) R
23 55 (20.75%) Banking
24 54 (20.38%) Open Source
25 52 (19.62%) Analytical Skills
25 52 (19.62%) ETL
26 50 (18.87%) Oozie

Apache Pig
Top Related 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
1 162 (61.13%) Apache Spark
2 36 (13.58%) Apache
3 23 (8.68%) Apache Solr
4 13 (4.91%) SAS
5 10 (3.77%) Elasticsearch
6 6 (2.26%) Confluence
7 4 (1.51%) Oracle SOA Suite
8 2 (0.75%) JBoss
8 2 (0.75%) Tomcat
8 2 (0.75%) WebLogic
8 2 (0.75%) WebSphere
9 1 (0.38%) Adobe Experience Manager
9 1 (0.38%) Apache Airflow
9 1 (0.38%) CMS
9 1 (0.38%) DataSynapse
9 1 (0.38%) IIS
9 1 (0.38%) Mule
Applications
1 16 (6.04%) MS Excel
2 10 (3.77%) SPSS
3 7 (2.64%) Weka
Business Applications
1 2 (0.75%) SAP Oil and Gas
2 1 (0.38%) SAP S/4HANA
Cloud Services
1 60 (22.64%) Amazon AWS
2 18 (6.79%) Cloud Computing
2 18 (6.79%) Microsoft Azure
3 14 (5.28%) Amazon EC2
4 10 (3.77%) Amazon S3
5 8 (3.02%) Amazon EMR
6 7 (2.64%) AWS Data Pipeline
7 6 (2.26%) Amazon Kinesis
8 5 (1.89%) AWS Lambda
8 5 (1.89%) SaaS
9 4 (1.51%) Amazon SQS
9 4 (1.51%) IBM Cloud
10 2 (0.75%) Google Cloud Platform
11 1 (0.38%) Azure Machine Learning
11 1 (0.38%) BlueKai
11 1 (0.38%) GitHub
11 1 (0.38%) IaaS
11 1 (0.38%) PaaS
Communications & Networking
1 19 (7.17%) Kerberos
2 2 (0.75%) FTP
2 2 (0.75%) LDAP
2 2 (0.75%) Network Security
3 1 (0.38%) LAN
3 1 (0.38%) WAN
Database & Business Intelligence
1 248 (93.58%) Apache Hive
2 242 (91.32%) Hadoop
3 223 (84.15%) Big Data
4 116 (43.77%) HBase
5 92 (34.72%) NoSQL
6 72 (27.17%) Apache Cassandra
7 64 (24.15%) MongoDB
8 59 (22.26%) Data Warehouse
9 58 (21.89%) Sqoop
10 47 (17.74%) Relational Database
11 43 (16.23%) SQL Server
12 41 (15.47%) Impala
12 41 (15.47%) QlikView
13 24 (9.06%) SQL Server Integration Services
14 21 (7.92%) Data Lake
15 19 (7.17%) Amazon Redshift
15 19 (7.17%) Data Mining
16 17 (6.42%) PostgreSQL
17 15 (5.66%) BusinessObjects
17 15 (5.66%) Snowflake Schema
Development Applications
1 20 (7.55%) Talend Open Studio
2 11 (4.15%) Git (software)
3 10 (3.77%) JUnit
3 10 (3.77%) Mockito
4 9 (3.40%) Jenkins
5 7 (2.64%) Maven
6 6 (2.26%) JIRA
7 4 (1.51%) Subversion
8 3 (1.13%) Hudson
9 2 (0.75%) Atlassian Bamboo
9 2 (0.75%) Bitbucket
9 2 (0.75%) Selenium
9 2 (0.75%) Team Foundation Server
10 1 (0.38%) Artifactory
10 1 (0.38%) EasyMock
10 1 (0.38%) Eclipse
10 1 (0.38%) IntelliJ
10 1 (0.38%) SonarQube
10 1 (0.38%) TeamCity
10 1 (0.38%) Vagrant
General
1 70 (26.42%) Finance
2 55 (20.75%) Banking
3 22 (8.30%) Retail
4 19 (7.17%) Front Office
5 16 (6.04%) Corporate Banking
5 16 (6.04%) Marketing
6 15 (5.66%) Retail Banking
7 11 (4.15%) Investment Banking
8 6 (2.26%) Games
9 3 (1.13%) Financial Institution
10 2 (0.75%) Electronics
10 2 (0.75%) Manufacturing
10 2 (0.75%) Telecoms
11 1 (0.38%) Advertising
11 1 (0.38%) Billing
11 1 (0.38%) German Language
11 1 (0.38%) Legal
Job Titles
1 80 (30.19%) Developer
2 63 (23.77%) Data Engineer
3 59 (22.26%) Big Data Engineer
4 33 (12.45%) Big Data Developer
5 31 (11.70%) Java Developer
6 29 (10.94%) Architect
7 28 (10.57%) Hadoop Engineer
8 24 (9.06%) Administrator
8 24 (9.06%) Hadoop Developer
9 23 (8.68%) Data Architect
10 21 (7.92%) Data Scientist
10 21 (7.92%) Hadoop Administrator
11 16 (6.04%) Big Data Architect
12 15 (5.66%) DevOps Engineer
13 12 (4.53%) Hadoop Architect
13 12 (4.53%) Java Engineer
13 12 (4.53%) Senior Developer
14 11 (4.15%) Senior Java Developer
15 10 (3.77%) AWS Engineer
15 10 (3.77%) Software Engineer
Libraries, Frameworks & Software Standards
1 64 (24.15%) Kafka
2 19 (7.17%) Web Services
3 17 (6.42%) Spring
4 14 (5.28%) REST
5 13 (4.91%) Hibernate
6 12 (4.53%) Lucene
7 11 (4.15%) Akka
7 11 (4.15%) JMS
8 10 (3.77%) D3.js
8 10 (3.77%) XML
9 9 (3.40%) Cascading
9 9 (3.40%) Spark Streaming
10 7 (2.64%) AngularJS
10 7 (2.64%) NumPy
10 7 (2.64%) scikit-learn
11 6 (2.26%) HTML
11 6 (2.26%) jQuery
11 6 (2.26%) JSON
12 5 (1.89%) CSS
12 5 (1.89%) Regular Expression
Miscellaneous
1 52 (19.62%) Analytical Skills
2 27 (10.19%) Computer Science
3 25 (9.43%) Algorithms
4 14 (5.28%) Management Information System
5 12 (4.53%) Foreign Exchange (FX)
6 10 (3.77%) Replication
7 7 (2.64%) Data Structures
8 6 (2.26%) Derivative
8 6 (2.26%) Equities
9 5 (1.89%) Fintech
9 5 (1.89%) Market Risk
9 5 (1.89%) Wiki
10 4 (1.51%) Data Centre
11 3 (1.13%) Clustering
11 3 (1.13%) Credit Risk
11 3 (1.13%) Cyber Defence
11 3 (1.13%) Cyberthreat
11 3 (1.13%) Grid Computing
12 2 (0.75%) DataPower
12 2 (0.75%) Distributed Denial-of-Service
Operating Systems
1 82 (30.94%) Linux
2 31 (11.70%) Unix
3 17 (6.42%) Windows
4 8 (3.02%) Red Hat Enterprise Linux
5 5 (1.89%) CentOS
6 2 (0.75%) Android
6 2 (0.75%) Apple iOS
Processes & Methodologies
1 113 (42.64%) MapReduce
2 83 (31.32%) Analytics
3 66 (24.91%) Agile Software Development
4 54 (20.38%) Open Source
5 52 (19.62%) ETL
6 46 (17.36%) Business Intelligence
7 44 (16.60%) Visualisation
8 41 (15.47%) DevOps
9 40 (15.09%) Machine Learning
10 35 (13.21%) Data Analysis
11 27 (10.19%) Data Modelling
12 24 (9.06%) Risk Management
13 22 (8.30%) Statistics
14 20 (7.55%) Mathematics
14 20 (7.55%) Stakeholder Management
15 19 (7.17%) Software Engineering
16 18 (6.79%) Configuration Management
16 18 (6.79%) Data Engineering
16 18 (6.79%) Data Visualisation
16 18 (6.79%) Performance Tuning
Programming Languages
1 150 (56.60%) Java
2 125 (47.17%) Python
3 95 (35.85%) Scala
4 92 (34.72%) SQL
5 55 (20.75%) R
6 34 (12.83%) Perl
7 30 (11.32%) Shell Script
8 24 (9.06%) Bash Shell
9 22 (8.30%) C#
10 18 (6.79%) T-SQL
11 16 (6.04%) Ruby
12 11 (4.15%) C
13 10 (3.77%) JavaScript
14 9 (3.40%) MATLAB
15 7 (2.64%) Haskell
16 6 (2.26%) C++
16 6 (2.26%) PHP
17 3 (1.13%) CQL
18 2 (0.75%) Embedded C
18 2 (0.75%) PL/SQL
Qualifications
1 45 (16.98%) Degree
2 7 (2.64%) Security Cleared
3 6 (2.26%) PhD
4 3 (1.13%) DV Cleared
5 2 (0.75%) CISA
5 2 (0.75%) CISM
5 2 (0.75%) CISSP
6 1 (0.38%) PMI Certification
6 1 (0.38%) PMP
6 1 (0.38%) SC Cleared
Quality Assurance & Compliance
1 15 (5.66%) Data Quality
2 10 (3.77%) QA
3 3 (1.13%) SLA
4 2 (0.75%) FedRAMP
4 2 (0.75%) PCI DSS
System Software
1 86 (32.45%) HDFS
2 49 (18.49%) Apache Flume
3 26 (9.81%) Apache ZooKeeper
4 12 (4.53%) Docker
5 6 (2.26%) Active Directory
6 2 (0.75%) Oracle RAC
Systems Management
1 67 (25.28%) Hadoop YARN
2 50 (18.87%) Oozie
3 30 (11.32%) Ansible
4 25 (9.43%) Puppet
5 22 (8.30%) Opscode Chef
6 12 (4.53%) Ambari
7 9 (3.40%) Terraform
8 8 (3.02%) Kibana
8 8 (3.02%) Kubernetes
8 8 (3.02%) Mesos
9 6 (2.26%) Nagios
10 2 (0.75%) logstash
10 2 (0.75%) Tivoli
11 1 (0.38%) Salt
Vendors
1 65 (24.53%) Hortonworks
2 45 (16.98%) Tableau
3 37 (13.96%) Cloudera
4 28 (10.57%) Microsoft
4 28 (10.57%) Oracle
5 20 (7.55%) Talend
6 16 (6.04%) Cognos
7 15 (5.66%) Red Hat
7 15 (5.66%) SAP
8 14 (5.28%) Teradata
9 13 (4.91%) Informatica
10 7 (2.64%) MicroStrategy
10 7 (2.64%) Vertica
11 6 (2.26%) IBM
11 6 (2.26%) MapR
11 6 (2.26%) SaltStack
12 4 (1.51%) Salesforce.com
12 4 (1.51%) Sybase
13 3 (1.13%) RapidMiner
13 3 (1.13%) Splunk
Reading, Berkshire
Ampersand Consulting
Rate: £300 - £500 per day
Posted: 5 days ago
City, London
Talent International
Rate: £350 - £500 per day
Posted: 6 days ago