The table below looks at the statistics for Apache Pig skills in IT contracts advertised for the London region. Included is a guide to the contractor rates offered in IT contracts that have cited Apache Pig over the 3 months to 25 July 2016 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
25 Jul 2016
Same period 2015 Same period 2014
Apache Pig
Rank 400 402 356
Rank change year-on-year
+2 -46
Contract jobs citing Apache Pig 36 30 66
As % of all contract IT jobs located in London 0.16% 0.13% 0.28%
As % of the Application Platforms category 0.86% 0.68% 1.58%
Number of daily rates quoted 31 17 37
Median daily rate £500 £550 £550
Median daily rate % change year-on-year
-9.09% -
90% offered a daily rate of more than £450 £465 £450
10% offered a daily rate of more than £800 £675 £650
UK excluding London median daily rate £525 £450 £520
% change year-on-year
+16.66% -13.46%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - £33.55 -
Apache Pig
England

The following table is for comparison with the above and provides statistics for the entire Application Platforms category in contract jobs advertised in the London region.

Application Platforms Category
London
Contract IT job ads with a match in the
Application Platforms category
4191 4426 4177
As % of all contract IT jobs located in London 18.92% 18.75% 17.97%
Number of daily rates quoted 2946 2986 2719
Median daily rate £450 £410 £400
Median daily rate % change year-on-year
+9.75% +2.50%
90% offered a daily rate of more than £290 £250 £239
10% offered a daily rate of more than £600 £550 £550
UK excluding London median daily rate £400 £360 £350
% change year-on-year
+11.11% +2.85%
Number of hourly rates quoted 38 79 93
Median hourly rate £14.00 £18.71 £19.00
Median hourly rate % change year-on-year
-25.17% -1.52%
90% offered a hourly rate of more than £12.50 £12.50 £12.50
10% offered a hourly rate of more than £42.50 £40.00 £45.00
UK excluding London median hourly rate £28.00 £21.50 £16.50
% change year-on-year
+30.23% +30.30%

Apache Pig
Jobs Demand Trend in London

The demand trend of contract jobs across the London region citing Apache Pig as a proportion of all IT contracts with a match in the Application Platforms category.

Apache Pig Jobs Demand Trend in London

Apache Pig
Daily Rate Trend in London

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

Apache Pig Daily Rate Trend in London

Apache Pig
Daily Rate Histogram in London

This chart provides a histogram of daily rates quoted in contract IT jobs citing Apache Pig across the London region over the 3 months to 25 July 2016.

Apache Pig Daily Rate Histogram 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 3 months to 25 July 2016. 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
(Click see detailed
statistics and trends)
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
City of London +47 5 £550 - 4
Apache Pig
England

Apache Pig
Top 30 Related IT Skills in London

For the 6 months to 25 July 2016, 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 London region with a requirement for Apache Pig.

1 141 (97.92%) Apache Hive
2 134 (93.06%) Hadoop
3 130 (90.28%) Big Data
4 81 (56.25%) Java
5 65 (45.14%) Apache Spark
6 57 (39.58%) SQL
7 54 (37.50%) Business Intelligence
8 53 (36.81%) HBase
9 50 (34.72%) MapReduce
9 50 (34.72%) Scala
10 43 (29.86%) Python
11 36 (25.00%) R
12 34 (23.61%) Analytics
13 33 (22.92%) NoSQL
14 32 (22.22%) Data Modelling
14 32 (22.22%) HDFS
15 30 (20.83%) Teradata
15 30 (20.83%) Agile Software Development
16 27 (18.75%) Kafka
17 24 (16.67%) Apache Flume
17 24 (16.67%) Tableau
18 22 (15.28%) Apache Cassandra
19 21 (14.58%) E-Commerce
20 20 (13.89%) Oracle
20 20 (13.89%) SAS
20 20 (13.89%) Data Analysis
21 19 (13.19%) Informatica
21 19 (13.19%) MATLAB
21 19 (13.19%) Relational Database
22 18 (12.50%) Finance

Apache Pig
Top Related 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 65 (45.14%) Apache Spark
2 20 (13.89%) SAS
3 5 (3.47%) Elasticsearch
4 4 (2.78%) Apache Solr
5 3 (2.08%) Apache
6 1 (0.69%) Confluence
6 1 (0.69%) DNN
6 1 (0.69%) GemFire
6 1 (0.69%) IPython
6 1 (0.69%) Oracle Coherence
Applications
1 17 (11.81%) SPSS
2 12 (8.33%) Stata
3 2 (1.39%) MS Excel
Cloud Services
1 15 (10.42%) Microsoft Azure
2 10 (6.94%) Amazon EMR
3 9 (6.25%) Amazon AWS
4 3 (2.08%) Amazon EC2
4 3 (2.08%) Amazon S3
5 1 (0.69%) Cloud Computing
5 1 (0.69%) Heroku
5 1 (0.69%) IaaS
5 1 (0.69%) SaaS
Communications & Networking
1 3 (2.08%) Kerberos
2 1 (0.69%) Internet
2 1 (0.69%) LDAP
2 1 (0.69%) SAN
2 1 (0.69%) Wi-Fi
Database & Business Intelligence
1 141 (97.92%) Apache Hive
2 134 (93.06%) Hadoop
3 130 (90.28%) Big Data
4 53 (36.81%) HBase
5 33 (22.92%) NoSQL
6 22 (15.28%) Apache Cassandra
7 19 (13.19%) Relational Database
8 16 (11.11%) Data Mining
8 16 (11.11%) MongoDB
8 16 (11.11%) QlikView
9 14 (9.72%) MySQL
10 13 (9.03%) SQL Server
10 13 (9.03%) Sqoop
11 12 (8.33%) CouchDB
12 9 (6.25%) Power BI
13 8 (5.56%) Impala
13 8 (5.56%) Neo4j
13 8 (5.56%) PostgreSQL
14 7 (4.86%) Data Warehouse
14 7 (4.86%) Mahout
Development Applications
1 4 (2.78%) Talend Open Studio
2 3 (2.08%) JIRA
3 2 (1.39%) Git (software)
3 2 (1.39%) Jenkins
3 2 (1.39%) Subversion
3 2 (1.39%) Vagrant
3 2 (1.39%) Yeoman
4 1 (0.69%) GitLab
4 1 (0.69%) Hudson
4 1 (0.69%) Maven
4 1 (0.69%) Mercurial
General
1 18 (12.50%) Finance
2 9 (6.25%) Retail
3 8 (5.56%) Banking
4 3 (2.08%) Retail Banking
5 2 (1.39%) Publishing
5 2 (1.39%) Telecoms
6 1 (0.69%) Advertising
6 1 (0.69%) Front Office
6 1 (0.69%) Games
6 1 (0.69%) Investment Banking
Job Titles
1 53 (36.81%) Developer
2 39 (27.08%) Hadoop Developer
3 33 (22.92%) Big Data Developer
4 28 (19.44%) Data Engineer
5 25 (17.36%) Big Data Engineer
6 19 (13.19%) Architect
7 16 (11.11%) Data Scientist
7 16 (11.11%) Hadoop Engineer
8 14 (9.72%) Data Architect
9 13 (9.03%) Business Intelligence Developer
9 13 (9.03%) Consultant
10 12 (8.33%) Big Data Architect
11 11 (7.64%) Senior Developer
11 11 (7.64%) SQL BI Developer
11 11 (7.64%) SQL Developer
12 10 (6.94%) Analyst
12 10 (6.94%) Business Intelligence Analyst
12 10 (6.94%) Senior Hadoop Developer
13 9 (6.25%) Big Data Consultant
13 9 (6.25%) Hadoop Architect
Libraries, Frameworks & Software Standards
1 27 (18.75%) Kafka
2 13 (9.03%) HTML
3 12 (8.33%) CSS
3 12 (8.33%) Ruby on Rails
4 8 (5.56%) Apache Tez
5 6 (4.17%) JSON
5 6 (4.17%) Spark Streaming
6 5 (3.47%) JDBC
6 5 (3.47%) Pandas
6 5 (3.47%) scikit-learn
6 5 (3.47%) SciPy
6 5 (3.47%) XML
7 4 (2.78%) Cascading
7 4 (2.78%) ODBC
7 4 (2.78%) WebHDFS
8 3 (2.08%) Apache Camel
8 3 (2.08%) Java EE
8 3 (2.08%) NumPy
8 3 (2.08%) RESTful
8 3 (2.08%) Samza
Miscellaneous
1 17 (11.81%) Analytical Skills
2 12 (8.33%) Performance Metrics
3 7 (4.86%) Algorithms
3 7 (4.86%) Mathematics
4 6 (4.17%) Visualisation
5 5 (3.47%) Computer Science
5 5 (3.47%) Data Centre
5 5 (3.47%) Data Structures
5 5 (3.47%) Fintech
5 5 (3.47%) Statistics
6 3 (2.08%) Artificial Intelligence
7 2 (1.39%) Applied Mathematics
7 2 (1.39%) Data Integration
7 2 (1.39%) DataPower
7 2 (1.39%) Replication
8 1 (0.69%) Clustering
8 1 (0.69%) CUDA
8 1 (0.69%) Grid Computing
8 1 (0.69%) Hedge funds
8 1 (0.69%) iSeries
Operating Systems
1 15 (10.42%) Unix
2 10 (6.94%) Linux
3 2 (1.39%) Windows
4 1 (0.69%) CentOS
4 1 (0.69%) Red Hat Enterprise Linux
4 1 (0.69%) Windows 10
Processes & Methodologies
1 54 (37.50%) Business Intelligence
2 50 (34.72%) MapReduce
3 34 (23.61%) Analytics
4 32 (22.22%) Data Modelling
5 30 (20.83%) Agile Software Development
6 21 (14.58%) E-Commerce
7 20 (13.89%) Data Analysis
8 18 (12.50%) Machine Learning
9 16 (11.11%) Data Analytics
9 16 (11.11%) ETL
10 15 (10.42%) Open Source
11 14 (9.72%) Web Application Development
12 11 (7.64%) Stakeholder Management
13 9 (6.25%) Statistical Analysis
14 8 (5.56%) Dashboard Development
14 8 (5.56%) Presales
15 7 (4.86%) Big Data Analytics
15 7 (4.86%) DevOps
15 7 (4.86%) TDD
15 7 (4.86%) Technical Architecture
Programming Languages
1 81 (56.25%) Java
2 57 (39.58%) SQL
3 50 (34.72%) Scala
4 43 (29.86%) Python
5 36 (25.00%) R
6 19 (13.19%) MATLAB
7 16 (11.11%) Shell Script
8 15 (10.42%) Perl
9 14 (9.72%) PHP
9 14 (9.72%) Ruby
10 12 (8.33%) PL/SQL
11 6 (4.17%) C
12 5 (3.47%) Bash Shell
12 5 (3.47%) C#
13 3 (2.08%) C++
13 3 (2.08%) Clojure
13 3 (2.08%) Groovy
14 2 (1.39%) VBA
15 1 (0.69%) Erlang
15 1 (0.69%) SPARQL
Qualifications
1 9 (6.25%) Security Cleared
2 7 (4.86%) PhD
3 3 (2.08%) DV Cleared
4 2 (1.39%) Degree
Quality Assurance & Compliance
1 11 (7.64%) Data Quality
2 1 (0.69%) QA
System Software
1 32 (22.22%) HDFS
2 24 (16.67%) Apache Flume
3 6 (4.17%) Apache ZooKeeper
4 3 (2.08%) Virtual Machines
5 2 (1.39%) Active Directory
5 2 (1.39%) Ceph
5 2 (1.39%) VirtualBox
Systems Management
1 11 (7.64%) Hadoop YARN
2 10 (6.94%) Oozie
3 8 (5.56%) Ambari
3 8 (5.56%) Puppet
4 7 (4.86%) Opscode Chef
5 6 (4.17%) Ansible
6 1 (0.69%) Ganglia
6 1 (0.69%) Nagios
Vendors
1 30 (20.83%) Teradata
2 24 (16.67%) Tableau
3 20 (13.89%) Oracle
4 19 (13.19%) Informatica
5 17 (11.81%) Cloudera
6 16 (11.11%) Splunk
7 15 (10.42%) Hortonworks
8 10 (6.94%) Microsoft
9 6 (4.17%) SAP
10 5 (3.47%) Greenplum
10 5 (3.47%) IBM
10 5 (3.47%) MapR
11 4 (2.78%) SaltStack
11 4 (2.78%) Talend
12 3 (2.08%) Vertica
13 2 (1.39%) Ab Initio
14 1 (0.69%) F5
14 1 (0.69%) GigaSpaces
14 1 (0.69%) Netezza
14 1 (0.69%) Terracotta