The table below looks at the statistics for Apache Pig skills in IT contracts advertised for the South East region. Included is a guide to the contractor rates offered in IT contracts that have cited Apache Pig over the 3 months to 10 December 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
10 Dec 2016
Same period 2015 Same period 2014
Apache Pig
Rank 227 256 263
Rank change year-on-year
+29 +7
Contract jobs citing Apache Pig 19 7 6
As % of all contract IT jobs located in the South East 0.25% 0.074% 0.061%
As % of the Application Platforms category 1.51% 0.42% 0.35%
Number of daily rates quoted 6 6 1
Median daily rate £520 £550 £450
Median daily rate % change year-on-year
-5.54% +22.22%
UK excluding London median daily rate £526 £550 £550
% change year-on-year
-4.45% -
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - - -
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 South East region.

Application Platforms Category
South East
Contract IT job ads with a match in the
Application Platforms category
1259 1651 1694
As % of all contract IT jobs located in the South East 16.27% 17.52% 17.15%
Number of daily rates quoted 709 995 978
Median daily rate £420 £400 £380
Median daily rate % change year-on-year
+5.00% +5.26%
90% offered a daily rate of more than £250 £263 £250
10% offered a daily rate of more than £550 £520 £545
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 41 56 73
Median hourly rate £34.00 £16.28 £19.38
Median hourly rate % change year-on-year
+108.84% -15.99%
90% offered a hourly rate of more than £14.31 £12.00 £12.50
10% offered a hourly rate of more than £55.65 £37.50 £50.00
UK excluding London median hourly rate £21.47 £17.50 £19.75
% change year-on-year
+22.65% -11.39%

Apache Pig
Jobs Demand Trend in the South East

The demand trend of contract jobs across the South East 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 the South East

Apache Pig
Daily Rate Trend in the South East

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

Apache Pig Daily Rate Trend in the South East

Apache Pig
Daily Rate Histogram in the South East

This chart provides a histogram of daily rates quoted in contract IT jobs citing Apache Pig across the South East region over the 3 months to 10 December 2016.

Apache Pig Daily Rate Histogram in the South East

Apache Pig
Contract Job Locations in the South East

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 South East region over the 3 months to 10 December 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
Surrey +28 9 £290 -7.20%
Buckinghamshire - 5 £520 -
West Sussex - 2 - -
Hampshire - 1 £600 -
Middlesex - 1 - -
Apache Pig
England

Apache Pig
Top 30 Related IT Skills in the South East

For the 6 months to 10 December 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 South East region with a requirement for Apache Pig.

1 44 (100.00%) Hadoop
2 39 (88.64%) Big Data
3 38 (86.36%) Apache Hive
4 32 (72.73%) MapReduce
5 30 (68.18%) HBase
6 29 (65.91%) Java
7 25 (56.82%) HDFS
7 25 (56.82%) Apache Spark
8 24 (54.55%) Apache Cassandra
8 24 (54.55%) NoSQL
9 22 (50.00%) SQL
10 21 (47.73%) Hadoop YARN
10 21 (47.73%) Apache Flume
11 20 (45.45%) Linux
12 19 (43.18%) Sqoop
12 19 (43.18%) Oozie
13 15 (34.09%) Hortonworks
13 15 (34.09%) Cloudera
13 15 (34.09%) Apache
13 15 (34.09%) Amazon AWS
14 14 (31.82%) Python
15 13 (29.55%) Kerberos
15 13 (29.55%) Microsoft Azure
15 13 (29.55%) Analytics
16 12 (27.27%) Apache ZooKeeper
16 12 (27.27%) Ambari
16 12 (27.27%) MongoDB
16 12 (27.27%) Unix
17 11 (25.00%) Configuration Management
17 11 (25.00%) ETL

Apache Pig
Top Related IT Skills in the South East 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 25 (56.82%) Apache Spark
2 15 (34.09%) Apache
3 9 (20.45%) Apache Solr
4 2 (4.55%) SharePoint
5 1 (2.27%) Elasticsearch
5 1 (2.27%) SAS
Applications
1 2 (4.55%) MS Excel
2 1 (2.27%) SPSS
Cloud Services
1 15 (34.09%) Amazon AWS
2 13 (29.55%) Microsoft Azure
3 11 (25.00%) Cloud Computing
4 5 (11.36%) Office 365
5 3 (6.82%) Amazon EMR
6 1 (2.27%) Amazon S3
6 1 (2.27%) AWS CloudTrail
6 1 (2.27%) AWS Lambda
Communications & Networking
1 13 (29.55%) Kerberos
2 8 (18.18%) LAN
2 8 (18.18%) WAN
Database & Business Intelligence
1 44 (100.00%) Hadoop
2 39 (88.64%) Big Data
3 38 (86.36%) Apache Hive
4 30 (68.18%) HBase
5 24 (54.55%) Apache Cassandra
5 24 (54.55%) NoSQL
6 19 (43.18%) Sqoop
7 12 (27.27%) MongoDB
8 11 (25.00%) SQL Server
9 9 (20.45%) Apache Zeppelin
10 8 (18.18%) MySQL
10 8 (18.18%) Oracle Exadata
11 7 (15.91%) Impala
12 5 (11.36%) Data Warehouse
12 5 (11.36%) DataStax
12 5 (11.36%) Relational Database
13 4 (9.09%) Data Mining
14 3 (6.82%) Mahout
14 3 (6.82%) PowerCenter
14 3 (6.82%) RDBMS
Development Applications
1 4 (9.09%) Git (software)
1 4 (9.09%) Subversion
General
1 6 (13.64%) Legal
2 4 (9.09%) Finance
Job Titles
1 12 (27.27%) Administrator
2 10 (22.73%) Data Administrator
3 9 (20.45%) Developer
4 7 (15.91%) Consultant
5 6 (13.64%) Hadoop Developer
6 5 (11.36%) Security Consultant
7 4 (9.09%) Architect
7 4 (9.09%) Data Architect
7 4 (9.09%) Hadoop Administrator
8 3 (6.82%) Big Data Architect
8 3 (6.82%) Big Data Developer
8 3 (6.82%) Java Programmer
8 3 (6.82%) Junior
8 3 (6.82%) Programmer
8 3 (6.82%) Senior Developer
8 3 (6.82%) Senior Hadoop Developer
8 3 (6.82%) Technical Leader
9 2 (4.55%) Business Intelligence Lead
9 2 (4.55%) Data Consultant
9 2 (4.55%) Security Engineer
Libraries, Frameworks & Software Standards
1 11 (25.00%) Kafka
2 9 (20.45%) Apache Tez
3 8 (18.18%) Oracle GoldenGate
4 4 (9.09%) Spark Streaming
5 2 (4.55%) Cascading
6 1 (2.27%) NumPy
6 1 (2.27%) Pandas
6 1 (2.27%) REST
6 1 (2.27%) scikit-learn
6 1 (2.27%) SciPy
6 1 (2.27%) Web Services
Miscellaneous
1 8 (18.18%) Grid Computing
2 4 (9.09%) Cryptography
2 4 (9.09%) Data Protection Act
2 4 (9.09%) Management Information System
2 4 (9.09%) PKI
3 3 (6.82%) Data Centre
4 2 (4.55%) Clustering
4 2 (4.55%) Computer Science
5 1 (2.27%) Algorithms
5 1 (2.27%) Analytical Skills
5 1 (2.27%) Artificial Intelligence
5 1 (2.27%) Data Integration
5 1 (2.27%) Mathematics
5 1 (2.27%) Public Cloud
5 1 (2.27%) Smart Energy
5 1 (2.27%) Statistics
5 1 (2.27%) Visualisation
Operating Systems
1 20 (45.45%) Linux
2 12 (27.27%) Unix
3 1 (2.27%) Windows
Processes & Methodologies
1 32 (72.73%) MapReduce
2 13 (29.55%) Analytics
3 11 (25.00%) Configuration Management
3 11 (25.00%) ETL
3 11 (25.00%) Open Source
4 9 (20.45%) Business Intelligence
4 9 (20.45%) Performance Tuning
5 8 (18.18%) Benchmarking
5 8 (18.18%) Data Management
5 8 (18.18%) High Availability
5 8 (18.18%) ITIL
6 6 (13.64%) Data Analysis
6 6 (13.64%) Information Security
6 6 (13.64%) Presales
7 5 (11.36%) Agile Software Development
7 5 (11.36%) Data Architecture
7 5 (11.36%) Data Modelling
8 4 (9.09%) Information Security Management
8 4 (9.09%) Risk Management
8 4 (9.09%) Security Management
Programming Languages
1 29 (65.91%) Java
2 22 (50.00%) SQL
3 14 (31.82%) Python
4 9 (20.45%) C
4 9 (20.45%) Shell Script
5 8 (18.18%) C++
6 5 (11.36%) Perl
6 5 (11.36%) Ruby
7 4 (9.09%) Scala
8 1 (2.27%) ABAP
8 1 (2.27%) PowerShell
8 1 (2.27%) R
Qualifications
1 4 (9.09%) Security Cleared
2 3 (6.82%) DV Cleared
2 3 (6.82%) SC Cleared
3 1 (2.27%) CISSP
3 1 (2.27%) Degree
3 1 (2.27%) PhD
Quality Assurance & Compliance
1 6 (13.64%) SLA
2 5 (11.36%) ISO/IEC 27001
3 4 (9.09%) PCI DSS
4 3 (6.82%) Disclosure Scotland
4 3 (6.82%) ISAE 3402
4 3 (6.82%) SSAE 16
5 1 (2.27%) Data Quality
System Software
1 25 (56.82%) HDFS
2 21 (47.73%) Apache Flume
3 12 (27.27%) Apache ZooKeeper
4 8 (18.18%) Oracle RAC
Systems Management
1 21 (47.73%) Hadoop YARN
2 19 (43.18%) Oozie
3 12 (27.27%) Ambari
4 4 (9.09%) Puppet
5 3 (6.82%) Ansible
5 3 (6.82%) Control-M
6 2 (4.55%) SCOM
7 1 (2.27%) Opscode Chef
Vendors
1 15 (34.09%) Cloudera
1 15 (34.09%) Hortonworks
2 10 (22.73%) Oracle
3 9 (20.45%) Teradata
4 8 (18.18%) Cisco
5 6 (13.64%) SAP
6 2 (4.55%) MapR
7 1 (2.27%) Ab Initio
7 1 (2.27%) Actian
7 1 (2.27%) Informatica
7 1 (2.27%) MicroStrategy
7 1 (2.27%) ParAccel
7 1 (2.27%) Sybase