The table below looks at the statistics for Apache Pig skills in IT contracts advertised across the UK. Included is a guide to the contractor rates offered in IT contracts that have cited Apache Pig over the 3 months to 25 June 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 Jun 2016
Same period 2015 Same period 2014
Apache Pig
Rank 559 570 546
Rank change year-on-year
+11 -24
Contract jobs citing Apache Pig 83 63 80
As % of all contract IT jobs located in the UK 0.16% 0.11% 0.15%
As % of the Application Platforms category 0.88% 0.64% 0.85%
Number of daily rates quoted 58 35 39
Median daily rate £500 £550 £550
Median daily rate % change year-on-year
-9.09% -
90% offered a daily rate of more than £425 £400 £450
10% offered a daily rate of more than £800 £740 £650
UK excluding London median daily rate £500 £450 £520
% change year-on-year
+11.11% -13.46%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - - -

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

Application Platforms Category
UK
Contract IT job ads with a match in the
Application Platforms category
9421 9831 9384
As % of all contract IT jobs located in the UK 17.76% 17.55% 17.35%
Number of daily rates quoted 6294 6131 5668
Median daily rate £420 £375 £375
Median daily rate % change year-on-year
+12.00% -
90% offered a daily rate of more than £263 £225 £225
10% offered a daily rate of more than £550 £525 £500
UK excluding London median daily rate £388 £350 £350
% change year-on-year
+10.71% -
Number of hourly rates quoted 235 341 356
Median hourly rate £20.50 £20.50 £18.00
Median hourly rate % change year-on-year
- +13.88%
90% offered a hourly rate of more than £12.49 £12.00 £11.50
10% offered a hourly rate of more than £43.00 £40.00 £44.00
UK excluding London median hourly rate £25.00 £21.00 £17.00
% change year-on-year
+19.04% +23.52%

Apache Pig
Jobs Demand Trend

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

Apache Pig Jobs Demand Trend in the UK

Apache Pig
Daily Rate Trend

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

Apache Pig Daily Rate Trend in the UK

Apache Pig
Daily Rate Histogram

This chart provides a histogram of daily rates quoted in contract IT jobs citing Apache Pig within the UK over the 3 months to 25 June 2016.

Apache Pig Daily Rate Histogram in the UK

Apache Pig
Hourly Rate Trend

This chart provides the 3-month moving average for hourly rates quoted in IT contractor jobs citing Apache Pig within the UK.

Apache Pig Hourly Rate Trend in the UK

Apache Pig
Top 19 Contract Locations

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 UK over the 3 months to 25 June 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
England +23 83 £500 -9.09% 26
London +40 56 £505 -15.83% 18
South East +16 18 £388 -48.33% 4
City of London +30 7 £525 -12.50% 5
Surrey -5 5 - - 1
West Midlands - 5 £500 -
Buckinghamshire +17 4 - -
Staines - 4 - - 1
Cambridgeshire +8 3 - -
East of England +3 3 - -
Berkshire -6 3 £350 -53.33% 1
West Sussex -17 3 £388 -
Crawley - 3 £388 -
Egham - 1 - -
Fareham - 1 £600 -
Hampshire - 1 £600 - 1
Middlesex - 1 - - 1
Buckingham - 1 - -
Canary Wharf - 1 - -

Apache Pig
Top 30 Related IT Skills

For the 6 months to 25 June 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 with a requirement for Apache Pig.

1 188 (96.91%) Apache Hive
2 184 (94.85%) Hadoop
3 166 (85.57%) Big Data
4 113 (58.25%) Java
5 81 (41.75%) Apache Spark
6 72 (37.11%) SQL
7 68 (35.05%) Business Intelligence
8 67 (34.54%) HBase
9 66 (34.02%) Scala
10 62 (31.96%) MapReduce
11 61 (31.44%) Python
12 56 (28.87%) Agile Software Development
13 53 (27.32%) HDFS
14 52 (26.80%) Apache Flume
15 49 (25.26%) Analytics
16 48 (24.74%) NoSQL
17 40 (20.62%) R
18 38 (19.59%) Shell Script
19 34 (17.53%) Apache Cassandra
20 33 (17.01%) ETL
20 33 (17.01%) Oracle
21 32 (16.49%) Data Modelling
22 31 (15.98%) MongoDB
23 30 (15.46%) E-Commerce
23 30 (15.46%) Teradata
24 28 (14.43%) Kafka
24 28 (14.43%) Informatica
25 27 (13.92%) Unix
25 27 (13.92%) Finance
25 27 (13.92%) Cloudera

Apache Pig
Top Related IT Skills 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 81 (41.75%) Apache Spark
2 25 (12.89%) SAS
3 8 (4.12%) Elasticsearch
4 6 (3.09%) Apache
5 5 (2.58%) Apache Solr
6 3 (1.55%) Confluence
7 1 (0.52%) DNN
7 1 (0.52%) GemFire
7 1 (0.52%) IPython
7 1 (0.52%) OpenStack
7 1 (0.52%) Oracle Coherence
7 1 (0.52%) SharePoint
Applications
1 17 (8.76%) SPSS
2 12 (6.19%) Stata
3 2 (1.03%) MS Excel
Cloud Services
1 12 (6.19%) Amazon AWS
1 12 (6.19%) Microsoft Azure
2 11 (5.67%) Amazon EMR
3 3 (1.55%) Amazon EC2
3 3 (1.55%) Amazon S3
4 1 (0.52%) Amazon Kinesis
4 1 (0.52%) GitHub
4 1 (0.52%) Heroku
4 1 (0.52%) IaaS
4 1 (0.52%) SaaS
Communications & Networking
1 5 (2.58%) Kerberos
2 1 (0.52%) Internet
2 1 (0.52%) SAN
2 1 (0.52%) Wi-Fi
Database & Business Intelligence
1 188 (96.91%) Apache Hive
2 184 (94.85%) Hadoop
3 166 (85.57%) Big Data
4 67 (34.54%) HBase
5 48 (24.74%) NoSQL
6 34 (17.53%) Apache Cassandra
7 31 (15.98%) MongoDB
8 27 (13.92%) Sqoop
9 23 (11.86%) Data Mining
9 23 (11.86%) Relational Database
10 19 (9.79%) MySQL
10 19 (9.79%) SQL Server
11 16 (8.25%) QlikView
12 14 (7.22%) Data Warehouse
13 13 (6.70%) CouchDB
14 12 (6.19%) Impala
15 8 (4.12%) Neo4j
16 7 (3.61%) Apache Accumulo
16 7 (3.61%) Mahout
17 6 (3.09%) SAP HANA
Development Applications
1 9 (4.64%) Jenkins
2 8 (4.12%) Git (software)
2 8 (4.12%) JIRA
2 8 (4.12%) Subversion
3 5 (2.58%) Talend Open Studio
4 4 (2.06%) Hudson
5 3 (1.55%) Bugzilla
6 2 (1.03%) Atlassian Bamboo
6 2 (1.03%) Bitbucket
6 2 (1.03%) Cucumber
6 2 (1.03%) JUnit
6 2 (1.03%) PigUnit
6 2 (1.03%) PyUnit
6 2 (1.03%) RSpec
6 2 (1.03%) Selenium
6 2 (1.03%) Vagrant
6 2 (1.03%) Yeoman
7 1 (0.52%) GitLab
7 1 (0.52%) Jasmine
7 1 (0.52%) Karma Test Runner
General
1 27 (13.92%) Finance
2 11 (5.67%) Banking
3 9 (4.64%) Retail
4 3 (1.55%) Retail Banking
5 2 (1.03%) Publishing
5 2 (1.03%) Telecoms
6 1 (0.52%) Advertising
6 1 (0.52%) Front Office
6 1 (0.52%) Games
6 1 (0.52%) Investment Banking
Job Titles
1 86 (44.33%) Developer
2 55 (28.35%) Hadoop Developer
3 47 (24.23%) Big Data Developer
4 30 (15.46%) Architect
4 30 (15.46%) Data Engineer
5 27 (13.92%) Big Data Engineer
6 20 (10.31%) Hadoop Architect
7 19 (9.79%) Business Intelligence Developer
7 19 (9.79%) Data Architect
8 18 (9.28%) Data Scientist
9 17 (8.76%) Big Data Architect
10 16 (8.25%) Senior Developer
11 15 (7.73%) Hadoop Engineer
12 14 (7.22%) Senior Hadoop Developer
13 11 (5.67%) Analyst
13 11 (5.67%) SQL BI Developer
13 11 (5.67%) SQL Developer
14 10 (5.15%) Business Intelligence Analyst
14 10 (5.15%) Consultant
15 9 (4.64%) Analyst Developer
Libraries, Frameworks & Software Standards
1 28 (14.43%) Kafka
2 20 (10.31%) HTML
3 15 (7.73%) CSS
4 12 (6.19%) Ruby on Rails
5 11 (5.67%) Spark Streaming
6 9 (4.64%) XML
7 7 (3.61%) Apache Tez
7 7 (3.61%) JSON
8 6 (3.09%) Apache Camel
8 6 (3.09%) Pandas
8 6 (3.09%) scikit-learn
8 6 (3.09%) SciPy
9 5 (2.58%) Java EE
9 5 (2.58%) JDBC
10 4 (2.06%) Hibernate
10 4 (2.06%) jQuery
10 4 (2.06%) NumPy
10 4 (2.06%) ODBC
10 4 (2.06%) RESTful
10 4 (2.06%) Spring
Miscellaneous
1 16 (8.25%) Analytical Skills
2 12 (6.19%) Computer Science
2 12 (6.19%) Performance Metrics
3 11 (5.67%) Visualisation
4 9 (4.64%) Algorithms
4 9 (4.64%) Data Structures
4 9 (4.64%) Mathematics
5 8 (4.12%) Statistics
6 6 (3.09%) Fintech
7 5 (2.58%) Data Centre
8 4 (2.06%) Artificial Intelligence
9 3 (1.55%) Smart Energy
10 2 (1.03%) Applied Mathematics
10 2 (1.03%) DataPower
10 2 (1.03%) Replication
10 2 (1.03%) Wiki
11 1 (0.52%) Clustering
11 1 (0.52%) Data Integration
11 1 (0.52%) Grid Computing
11 1 (0.52%) Management Information System
Operating Systems
1 27 (13.92%) Unix
2 22 (11.34%) Linux
3 5 (2.58%) Windows
4 1 (0.52%) CentOS
4 1 (0.52%) Red Hat Enterprise Linux
4 1 (0.52%) Windows 10
Processes & Methodologies
1 68 (35.05%) Business Intelligence
2 62 (31.96%) MapReduce
3 56 (28.87%) Agile Software Development
4 49 (25.26%) Analytics
5 33 (17.01%) ETL
6 32 (16.49%) Data Modelling
7 30 (15.46%) E-Commerce
8 26 (13.40%) Data Analysis
9 25 (12.89%) Data Analytics
10 24 (12.37%) Machine Learning
11 17 (8.76%) Open Source
12 14 (7.22%) Big Data Analytics
12 14 (7.22%) Web Application Development
13 11 (5.67%) Functional Programming
13 11 (5.67%) Scrum
13 11 (5.67%) Statistical Analysis
14 10 (5.15%) DevOps
14 10 (5.15%) Stakeholder Management
15 9 (4.64%) Data Visualisation
16 8 (4.12%) Presales
Programming Languages
1 113 (58.25%) Java
2 72 (37.11%) SQL
3 66 (34.02%) Scala
4 61 (31.44%) Python
5 40 (20.62%) R
6 38 (19.59%) Shell Script
7 19 (9.79%) MATLAB
8 18 (9.28%) Perl
9 17 (8.76%) PL/SQL
10 16 (8.25%) Ruby
11 13 (6.70%) PHP
12 11 (5.67%) C#
13 6 (3.09%) Bash Shell
13 6 (3.09%) C
14 5 (2.58%) JavaScript
14 5 (2.58%) T-SQL
15 3 (1.55%) C++
15 3 (1.55%) Clojure
15 3 (1.55%) Groovy
16 2 (1.03%) VBA
Qualifications
1 12 (6.19%) Security Cleared
2 10 (5.15%) Degree
3 8 (4.12%) PhD
4 6 (3.09%) DV Cleared
Quality Assurance & Compliance
1 12 (6.19%) Data Quality
2 2 (1.03%) QA
System Software
1 53 (27.32%) HDFS
2 52 (26.80%) Apache Flume
3 7 (3.61%) Apache ZooKeeper
4 3 (1.55%) Virtual Machines
5 2 (1.03%) VirtualBox
6 1 (0.52%) Active Directory
6 1 (0.52%) Docker
Systems Management
1 20 (10.31%) Oozie
2 14 (7.22%) Hadoop YARN
3 9 (4.64%) Puppet
4 8 (4.12%) Ambari
5 7 (3.61%) Ansible
6 6 (3.09%) Opscode Chef
7 2 (1.03%) Control-M
7 2 (1.03%) Kibana
8 1 (0.52%) Ganglia
8 1 (0.52%) Kubernetes
8 1 (0.52%) Mesos
8 1 (0.52%) Nagios
Vendors
1 33 (17.01%) Oracle
2 30 (15.46%) Teradata
3 28 (14.43%) Informatica
4 27 (13.92%) Cloudera
4 27 (13.92%) Tableau
5 23 (11.86%) Hortonworks
6 15 (7.73%) Splunk
7 8 (4.12%) SAP
8 6 (3.09%) IBM
8 6 (3.09%) Microsoft
9 5 (2.58%) Greenplum
9 5 (2.58%) MapR
9 5 (2.58%) Talend
10 4 (2.06%) SaltStack
11 3 (1.55%) Vertica
12 1 (0.52%) AppDynamics
12 1 (0.52%) F5
12 1 (0.52%) GigaSpaces
12 1 (0.52%) Netezza
12 1 (0.52%) Terracotta
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