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 26 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
26 Jul 2016
Same period 2015 Same period 2014
Apache Pig
Rank 238 - 244
Rank change year-on-year
- 0
Contract jobs citing Apache Pig 26 0 8
As % of all contract IT jobs located in the South East 0.29% - 0.088%
As % of the Application Platforms category 1.60% - 0.48%
Number of daily rates quoted 6 0 2
Median daily rate £463 - £520
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 South East region.

Application Platforms Category
South East
Contract IT job ads with a match in the
Application Platforms category
1621 1596 1663
As % of all contract IT jobs located in the South East 18.30% 16.69% 18.37%
Number of daily rates quoted 998 974 896
Median daily rate £425 £363 £350
Median daily rate % change year-on-year
+17.24% +3.57%
90% offered a daily rate of more than £275 £250 £210
10% offered a daily rate of more than £525 £480 £475
UK excluding London median daily rate £400 £360 £350
% change year-on-year
+11.11% +2.85%
Number of hourly rates quoted 59 54 74
Median hourly rate £30.00 £19.34 £16.00
Median hourly rate % change year-on-year
+55.11% +20.87%
90% offered a hourly rate of more than £12.50 £13.55 £12.30
10% offered a hourly rate of more than £59.31 £39.65 £47.50
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 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 26 July 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 26 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
Surrey - 9 £500 - 1
Buckinghamshire - 8 - -
Berkshire - 3 £350 - 1
Hampshire - 2 £600 - 1
Middlesex - 2 - -
West Sussex - 1 - -
Apache Pig
England

Apache Pig
Top 30 Related IT Skills in the South East

For the 6 months to 26 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 South East region with a requirement for Apache Pig.

1 31 (100.00%) Hadoop
2 28 (90.32%) Apache Hive
3 25 (80.65%) Big Data
4 19 (61.29%) HBase
4 19 (61.29%) Java
4 19 (61.29%) Apache Spark
5 18 (58.06%) MapReduce
6 17 (54.84%) Apache Flume
7 16 (51.61%) Python
7 16 (51.61%) ETL
8 15 (48.39%) Apache Cassandra
9 14 (45.16%) MongoDB
10 13 (41.94%) NoSQL
11 12 (38.71%) Cloudera
11 12 (38.71%) HDFS
11 12 (38.71%) Sqoop
12 11 (35.48%) Impala
12 11 (35.48%) Shell Script
13 10 (32.26%) Business Intelligence
13 10 (32.26%) Oozie
14 9 (29.03%) Data Architecture
14 9 (29.03%) Scala
14 9 (29.03%) Linux
14 9 (29.03%) Agile Software Development
15 8 (25.81%) Finance
15 8 (25.81%) Data Analysis
15 8 (25.81%) Perl
15 8 (25.81%) Data Warehouse
15 8 (25.81%) Hadoop YARN
15 8 (25.81%) Spark Streaming

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 19 (61.29%) Apache Spark
2 4 (12.90%) Apache
3 3 (9.68%) SAS
4 2 (6.45%) SharePoint
5 1 (3.23%) Elasticsearch
Applications
1 3 (9.68%) SPSS
Cloud Services
1 1 (3.23%) Amazon AWS
1 1 (3.23%) Amazon EMR
1 1 (3.23%) Amazon Kinesis
Communications & Networking
1 2 (6.45%) Kerberos
Database & Business Intelligence
1 31 (100.00%) Hadoop
2 28 (90.32%) Apache Hive
3 25 (80.65%) Big Data
4 19 (61.29%) HBase
5 15 (48.39%) Apache Cassandra
6 14 (45.16%) MongoDB
7 13 (41.94%) NoSQL
8 12 (38.71%) Sqoop
9 11 (35.48%) Impala
10 8 (25.81%) Data Warehouse
11 6 (19.35%) SQL Server
12 5 (16.13%) Data Mining
12 5 (16.13%) MySQL
12 5 (16.13%) PowerCenter
13 4 (12.90%) Relational Database
14 2 (6.45%) BusinessObjects
14 2 (6.45%) SAP BI
14 2 (6.45%) SAP BW
14 2 (6.45%) SQL Server 2014
14 2 (6.45%) Star Schema
Development Applications
1 4 (12.90%) Git (software)
1 4 (12.90%) Subversion
2 2 (6.45%) Cucumber
2 2 (6.45%) Jenkins
2 2 (6.45%) JUnit
2 2 (6.45%) PigUnit
2 2 (6.45%) PyUnit
2 2 (6.45%) RSpec
3 1 (3.23%) Talend Open Studio
General
1 8 (25.81%) Finance
2 3 (9.68%) Legal
3 2 (6.45%) Banking
Job Titles
1 7 (22.58%) Developer
2 6 (19.35%) Java Programmer
2 6 (19.35%) Programmer
3 4 (12.90%) Data Scientist
3 4 (12.90%) Hadoop Developer
4 3 (9.68%) Consultant
4 3 (9.68%) Machine Learning Scientist
4 3 (9.68%) Security Consultant
4 3 (9.68%) Technical Leader
4 3 (9.68%) Tester
5 2 (6.45%) Administrator
5 2 (6.45%) Automation Tester
5 2 (6.45%) Business Intelligence Lead
5 2 (6.45%) Data Programmer
5 2 (6.45%) Hadoop Administrator
5 2 (6.45%) Information Security Consultant
5 2 (6.45%) Java Developer
5 2 (6.45%) Senior Developer
5 2 (6.45%) Senior Hadoop Developer
6 1 (3.23%) SQL Programmer
Libraries, Frameworks & Software Standards
1 8 (25.81%) Spark Streaming
2 4 (12.90%) Kafka
3 3 (9.68%) NumPy
3 3 (9.68%) Pandas
3 3 (9.68%) scikit-learn
3 3 (9.68%) SciPy
4 2 (6.45%) Apache Tez
4 2 (6.45%) Cascading
4 2 (6.45%) Java EE
Miscellaneous
1 5 (16.13%) Computer Science
2 4 (12.90%) Algorithms
2 4 (12.90%) Statistics
3 3 (9.68%) Artificial Intelligence
3 3 (9.68%) Mathematics
3 3 (9.68%) Smart Energy
3 3 (9.68%) Visualisation
4 2 (6.45%) Cryptography
4 2 (6.45%) Data Protection Act
4 2 (6.45%) Management Information System
4 2 (6.45%) PKI
5 1 (3.23%) Analytical Skills
5 1 (3.23%) Digital Media
5 1 (3.23%) VSAM
Operating Systems
1 9 (29.03%) Linux
2 2 (6.45%) Unix
Processes & Methodologies
1 18 (58.06%) MapReduce
2 16 (51.61%) ETL
3 10 (32.26%) Business Intelligence
4 9 (29.03%) Agile Software Development
4 9 (29.03%) Data Architecture
5 8 (25.81%) Data Analysis
6 6 (19.35%) Analytics
7 5 (16.13%) Continuous Integration
7 5 (16.13%) Scrum
8 4 (12.90%) Machine Learning
8 4 (12.90%) Release Management
9 3 (9.68%) Data Visualisation
9 3 (9.68%) Information Security
9 3 (9.68%) Kanban
9 3 (9.68%) Linear Regression
9 3 (9.68%) Predictive Analysis
9 3 (9.68%) Predictive Analytics
10 2 (6.45%) Risk Management
10 2 (6.45%) SDLC
10 2 (6.45%) Smoke Testing
Programming Languages
1 19 (61.29%) Java
2 16 (51.61%) Python
3 11 (35.48%) Shell Script
4 9 (29.03%) Scala
5 8 (25.81%) Perl
6 6 (19.35%) SQL
7 5 (16.13%) R
8 2 (6.45%) Bash Shell
8 2 (6.45%) JavaScript
9 1 (3.23%) C
9 1 (3.23%) C++
Qualifications
1 3 (9.68%) Degree
1 3 (9.68%) PhD
2 1 (3.23%) CISSP
Quality Assurance & Compliance
1 3 (9.68%) ISAE 3402
1 3 (9.68%) ISO/IEC 27001
1 3 (9.68%) SSAE 16
2 2 (6.45%) PCI DSS
3 1 (3.23%) QA
System Software
1 17 (54.84%) Apache Flume
2 12 (38.71%) HDFS
Systems Management
1 10 (32.26%) Oozie
2 8 (25.81%) Hadoop YARN
3 5 (16.13%) Control-M
Vendors
1 12 (38.71%) Cloudera
2 4 (12.90%) Hortonworks
2 4 (12.90%) Oracle
2 4 (12.90%) SAP
3 1 (3.23%) Cognos
3 1 (3.23%) MapR
3 1 (3.23%) Tableau
3 1 (3.23%) Talend