The table below looks at the statistics for Apache Pig skills in IT contracts advertised for the England region. Included is a guide to the contractor rates offered in IT contracts that have cited Apache Pig over the 3 months to 29 September 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
29 Sep 2016
Same period 2015 Same period 2014
Apache Pig
Rank 510 545 588
Rank change year-on-year
+35 +43
Contract jobs citing Apache Pig 114 91 41
As % of all contract IT jobs located in England 0.23% 0.17% 0.078%
As % of the Application Platforms category 1.21% 0.95% 0.45%
Number of daily rates quoted 75 47 31
Median daily rate £550 £500 £550
Median daily rate % change year-on-year
+10.00% -9.09%
90% offered a daily rate of more than £385 £450 £400
10% offered a daily rate of more than £600 £650 £700
UK excluding London median daily rate £550 £500 £488
% change year-on-year
+10.00% +2.56%
Number of hourly rates quoted 0 2 0
Median hourly rate - £33.55 -
UK excluding London median hourly rate - £33.55 -
Apache Pig
UK

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

Application Platforms Category
England
Contract IT job ads with a match in the
Application Platforms category
9391 9567 9213
As % of all contract IT jobs located in England 18.93% 18.13% 17.46%
Number of daily rates quoted 6162 6171 5638
Median daily rate £420 £400 £375
Median daily rate % change year-on-year
+5.00% +6.66%
90% offered a daily rate of more than £263 £250 £225
10% offered a daily rate of more than £550 £550 £525
UK excluding London median daily rate £389 £380 £363
% change year-on-year
+2.42% +4.82%
Number of hourly rates quoted 251 280 374
Median hourly rate £25.00 £22.00 £18.50
Median hourly rate % change year-on-year
+13.63% +18.91%
90% offered a hourly rate of more than £13.00 £12.00 £11.50
10% offered a hourly rate of more than £47.50 £42.75 £34.50
UK excluding London median hourly rate £27.50 £22.00 £17.50
% change year-on-year
+25.00% +25.71%

Apache Pig
Jobs Demand Trend in England

The demand trend of contract jobs across the England 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 England

Apache Pig
Daily Rate Trend in England

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

Apache Pig Daily Rate Trend in England

Apache Pig
Daily Rate Histogram in England

This chart provides a histogram of daily rates quoted in contract IT jobs citing Apache Pig across the England region over the 3 months to 29 September 2016.

Apache Pig Daily Rate Histogram in England

Apache Pig
Hourly Rate Trend in England

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

Apache Pig Hourly Rate Trend 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 29 September 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
London -5 59 £538 +2.38% 15
South East +49 31 £550 - 4
Yorkshire +22 11 £550 -
West Midlands -31 5 £550 +22.22% 1
South West +13 3 £400 -38.46% 2
North West +8 2 £538 +10.25% 5
East of England -3 1 - - 1
East Midlands -7 1 - -
Apache Pig
UK

Apache Pig
Top 30 Related IT Skills in England

For the 6 months to 29 September 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 England region with a requirement for Apache Pig.

1 189 (94.03%) Hadoop
2 185 (92.04%) Apache Hive
3 176 (87.56%) Big Data
4 120 (59.70%) Java
5 113 (56.22%) Apache Spark
6 93 (46.27%) MapReduce
7 92 (45.77%) HBase
8 75 (37.31%) HDFS
9 73 (36.32%) SQL
10 69 (34.33%) Python
11 61 (30.35%) Business Intelligence
12 57 (28.36%) Apache Flume
13 54 (26.87%) Sqoop
14 51 (25.37%) Analytics
14 51 (25.37%) NoSQL
15 48 (23.88%) Oracle
16 46 (22.89%) Scala
17 45 (22.39%) Agile Software Development
17 45 (22.39%) Apache Cassandra
18 44 (21.89%) Cloudera
19 43 (21.39%) Linux
20 42 (20.90%) ETL
21 37 (18.41%) Hadoop YARN
22 35 (17.41%) Oozie
23 33 (16.42%) R
23 33 (16.42%) Unix
24 32 (15.92%) Open Source
25 31 (15.42%) SQL Server
25 31 (15.42%) Data Modelling
25 31 (15.42%) Shell Script

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
1 113 (56.22%) Apache Spark
2 27 (13.43%) SAS
3 23 (11.44%) Apache
4 10 (4.98%) Apache Solr
5 6 (2.99%) Elasticsearch
6 3 (1.49%) Confluence
7 2 (1.00%) nginx
7 2 (1.00%) SharePoint
7 2 (1.00%) Tomcat
8 1 (0.50%) GemFire
8 1 (0.50%) Oracle Coherence
Applications
1 16 (7.96%) SPSS
2 5 (2.49%) Stata
3 4 (1.99%) MS Excel
Cloud Services
1 30 (14.93%) Amazon AWS
2 28 (13.93%) Microsoft Azure
3 13 (6.47%) Cloud Computing
4 11 (5.47%) Amazon EMR
5 6 (2.99%) Office 365
6 3 (1.49%) Amazon S3
6 3 (1.49%) AWS Lambda
6 3 (1.49%) IBM Cloud
6 3 (1.49%) SaaS
7 1 (0.50%) AWS CloudTrail
Communications & Networking
1 17 (8.46%) Kerberos
2 7 (3.48%) LAN
2 7 (3.48%) WAN
3 5 (2.49%) LDAP
4 3 (1.49%) HTTP
4 3 (1.49%) Network Security
5 1 (0.50%) Internet
Database & Business Intelligence
1 189 (94.03%) Hadoop
2 185 (92.04%) Apache Hive
3 176 (87.56%) Big Data
4 92 (45.77%) HBase
5 54 (26.87%) Sqoop
6 51 (25.37%) NoSQL
7 45 (22.39%) Apache Cassandra
8 31 (15.42%) SQL Server
9 30 (14.93%) Data Warehouse
10 27 (13.43%) MongoDB
11 26 (12.94%) Relational Database
12 21 (10.45%) MySQL
13 18 (8.96%) Impala
13 18 (8.96%) QlikView
14 17 (8.46%) Data Mining
15 11 (5.47%) BusinessObjects
15 11 (5.47%) Data Lake
15 11 (5.47%) Pentaho
15 11 (5.47%) PostgreSQL
15 11 (5.47%) Power BI
Development Applications
1 6 (2.99%) Git (software)
2 5 (2.49%) Subversion
2 5 (2.49%) Talend Open Studio
3 4 (1.99%) JIRA
4 3 (1.49%) Vagrant
5 2 (1.00%) Jenkins
6 1 (0.50%) Cucumber
6 1 (0.50%) GitLab
6 1 (0.50%) Hudson
6 1 (0.50%) JUnit
6 1 (0.50%) Maven
6 1 (0.50%) Mercurial
6 1 (0.50%) PigUnit
6 1 (0.50%) PyUnit
6 1 (0.50%) RSpec
General
1 18 (8.96%) Finance
2 9 (4.48%) Banking
3 7 (3.48%) Retail
4 6 (2.99%) Legal
5 4 (1.99%) Games
6 3 (1.49%) Front Office
6 3 (1.49%) Investment Banking
6 3 (1.49%) Marketing
7 1 (0.50%) Advertising
7 1 (0.50%) Corporate Banking
7 1 (0.50%) Retail Banking
7 1 (0.50%) Telecoms
Job Titles
1 52 (25.87%) Developer
2 42 (20.90%) Architect
3 36 (17.91%) Data Architect
4 30 (14.93%) Big Data Architect
5 27 (13.43%) Hadoop Developer
6 25 (12.44%) Big Data Developer
7 23 (11.44%) Data Engineer
8 18 (8.96%) Administrator
8 18 (8.96%) Consultant
8 18 (8.96%) Hadoop Architect
9 17 (8.46%) Big Data Engineer
10 16 (7.96%) Data Scientist
11 13 (6.47%) Hadoop Engineer
12 11 (5.47%) Data Administrator
13 10 (4.98%) Data Consultant
13 10 (4.98%) Java Developer
14 9 (4.48%) Senior Developer
15 8 (3.98%) Apache Spark Developer
15 8 (3.98%) Big Data Consultant
15 8 (3.98%) Hadoop Administrator
Libraries, Frameworks & Software Standards
1 26 (12.94%) Kafka
2 18 (8.96%) Apache Tez
3 10 (4.98%) Spark Streaming
4 8 (3.98%) CSS
4 8 (3.98%) HTML
4 8 (3.98%) J2EE
4 8 (3.98%) Oracle GoldenGate
5 7 (3.48%) Hibernate
5 7 (3.48%) Pandas
6 6 (2.99%) D3.js
6 6 (2.99%) NumPy
6 6 (2.99%) scikit-learn
6 6 (2.99%) SciPy
7 5 (2.49%) Ajax
7 5 (2.49%) Cascading
7 5 (2.49%) jQuery
7 5 (2.49%) Ruby on Rails
8 4 (1.99%) AngularJS
8 4 (1.99%) Java EE
8 4 (1.99%) REST
Miscellaneous
1 18 (8.96%) Computer Science
2 17 (8.46%) Analytical Skills
3 16 (7.96%) Visualisation
4 14 (6.97%) Algorithms
5 11 (5.47%) Mathematics
6 9 (4.48%) Data Centre
6 9 (4.48%) Statistics
7 8 (3.98%) Grid Computing
8 7 (3.48%) Management Information System
9 6 (2.99%) Artificial Intelligence
10 5 (2.49%) Data Integration
10 5 (2.49%) Performance Metrics
11 4 (1.99%) Clustering
11 4 (1.99%) Cryptography
11 4 (1.99%) Data Protection Act
11 4 (1.99%) iSeries
11 4 (1.99%) PKI
11 4 (1.99%) Smart Energy
12 3 (1.49%) Applied Mathematics
13 2 (1.00%) DataPower
Operating Systems
1 43 (21.39%) Linux
2 33 (16.42%) Unix
3 7 (3.48%) Windows
4 5 (2.49%) Red Hat Enterprise Linux
Processes & Methodologies
1 93 (46.27%) MapReduce
2 61 (30.35%) Business Intelligence
3 51 (25.37%) Analytics
4 45 (22.39%) Agile Software Development
5 42 (20.90%) ETL
6 32 (15.92%) Open Source
7 31 (15.42%) Data Modelling
8 25 (12.44%) Data Analysis
9 18 (8.96%) E-Commerce
10 16 (7.96%) Machine Learning
11 15 (7.46%) Data Analytics
11 15 (7.46%) Data Architecture
11 15 (7.46%) Software Engineering
12 14 (6.97%) Performance Tuning
13 13 (6.47%) Presales
13 13 (6.47%) Scrum
13 13 (6.47%) TDD
14 12 (5.97%) Data Management
15 11 (5.47%) Continuous Integration
15 11 (5.47%) Stakeholder Management
Programming Languages
1 120 (59.70%) Java
2 73 (36.32%) SQL
3 69 (34.33%) Python
4 46 (22.89%) Scala
5 33 (16.42%) R
6 31 (15.42%) Shell Script
7 22 (10.95%) Perl
8 20 (9.95%) C
9 15 (7.46%) PL/SQL
10 12 (5.97%) Ruby
11 9 (4.48%) C++
12 8 (3.98%) PHP
13 6 (2.99%) Bash Shell
14 5 (2.49%) JavaScript
14 5 (2.49%) MATLAB
15 4 (1.99%) C#
16 3 (1.49%) HiveQL
16 3 (1.49%) Pig Latin
17 2 (1.00%) Groovy
18 1 (0.50%) PowerShell
Qualifications
1 20 (9.95%) Security Cleared
2 11 (5.47%) Degree
2 11 (5.47%) DV Cleared
2 11 (5.47%) PhD
3 8 (3.98%) SC Cleared
4 1 (0.50%) BC Cleared
4 1 (0.50%) BPSS Clearance
4 1 (0.50%) CISSP
Quality Assurance & Compliance
1 7 (3.48%) SLA
2 5 (2.49%) ISO/IEC 27001
3 4 (1.99%) PCI DSS
4 3 (1.49%) Data Quality
4 3 (1.49%) Disclosure Scotland
4 3 (1.49%) ISAE 3402
4 3 (1.49%) SSAE 16
5 2 (1.00%) QA
System Software
1 75 (37.31%) HDFS
2 57 (28.36%) Apache Flume
3 17 (8.46%) Apache ZooKeeper
4 7 (3.48%) Oracle RAC
5 6 (2.99%) Active Directory
6 3 (1.49%) Docker
7 2 (1.00%) Ceph
Systems Management
1 37 (18.41%) Hadoop YARN
2 35 (17.41%) Oozie
3 15 (7.46%) Ambari
4 8 (3.98%) Ansible
5 6 (2.99%) Puppet
6 5 (2.49%) Control-M
6 5 (2.49%) Opscode Chef
7 2 (1.00%) Nagios
7 2 (1.00%) SCOM
Vendors
1 48 (23.88%) Oracle
2 44 (21.89%) Cloudera
3 30 (14.93%) Hortonworks
4 24 (11.94%) Teradata
5 21 (10.45%) Informatica
6 20 (9.95%) Tableau
7 15 (7.46%) SAP
8 12 (5.97%) IBM
9 11 (5.47%) Microsoft
10 7 (3.48%) Cisco
11 6 (2.99%) Cognos
12 5 (2.49%) Ab Initio
12 5 (2.49%) Splunk
12 5 (2.49%) Talend
13 4 (1.99%) MicroStrategy
13 4 (1.99%) Red Hat
14 3 (1.49%) MapR
14 3 (1.49%) ParAccel
14 3 (1.49%) Salesforce.com
14 3 (1.49%) Sybase
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