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 23 February 2017 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
23 Feb 2017
Same period 2016 Same period 2015
Apache Pig
England / South East
Rank 233 252 266
Rank change year-on-year
+19 +14
Contract jobs citing Apache Pig 8 10 3
As % of all contract IT jobs located in the South East 0.10% 0.11% 0.031%
As % of the Application Platforms category 0.64% 0.66% 0.18%
Number of daily rates quoted 3 5 1
Median daily rate £500 £550 £600
Median daily rate % change year-on-year
-9.09% -8.33%
UK excluding London median daily rate £475 £513 £450
% change year-on-year
-7.31% +13.88%
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 in the South East region.

Application Platforms Category
South East
Contract IT job ads with a match in the
Application Platforms category
1258 1522 1700
As % of all contract IT jobs located in the South East 16.35% 17.35% 17.47%
Number of daily rates quoted 750 971 952
Median daily rate £425 £399 £375
Median daily rate % change year-on-year
+6.58% +6.33%
90% offered a daily rate of more than £275 £250 £250
10% offered a daily rate of more than £550 £550 £500
UK excluding London median daily rate £400 £394 £375
% change year-on-year
+1.52% +5.06%
Number of hourly rates quoted 40 52 77
Median hourly rate £17.00 £17.50 £19.75
Median hourly rate % change year-on-year
-2.85% -11.39%
90% offered a hourly rate of more than £12.00 £12.48 £12.50
10% offered a hourly rate of more than £56.66 £53.58 £50.00
UK excluding London median hourly rate £17.25 £19.00 £19.00
% change year-on-year
-9.21% -

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 23 February 2017.

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 23 February 2017. 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 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
Berkshire +23 4 £525 -4.54% 2
Buckinghamshire -1 3 £338 -
West Sussex - 1 - -
Apache Pig
England

Apache Pig
Top 30 Related IT Skills in the South East

For the 6 months to 23 February 2017, 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 33 (100.00%) Hadoop
2 31 (93.94%) Apache Hive
2 31 (93.94%) Big Data
3 27 (81.82%) Apache Spark
4 25 (75.76%) MapReduce
5 24 (72.73%) Java
6 23 (69.70%) HDFS
7 22 (66.67%) Hadoop YARN
7 22 (66.67%) SQL
8 20 (60.61%) NoSQL
9 19 (57.58%) HBase
10 17 (51.52%) Sqoop
11 16 (48.48%) Apache Cassandra
12 15 (45.45%) Apache ZooKeeper
12 15 (45.45%) Amazon AWS
12 15 (45.45%) Hortonworks
13 14 (42.42%) Open Source
13 14 (42.42%) Python
14 13 (39.39%) Apache
14 13 (39.39%) Linux
14 13 (39.39%) Kafka
15 12 (36.36%) Oozie
15 12 (36.36%) Ambari
15 12 (36.36%) Unix
15 12 (36.36%) Kerberos
15 12 (36.36%) Microsoft Azure
16 11 (33.33%) Cloud Computing
16 11 (33.33%) Configuration Management
16 11 (33.33%) Apache Flume
16 11 (33.33%) Analytics

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 27 (81.82%) Apache Spark
2 13 (39.39%) Apache
3 9 (27.27%) Apache Solr
4 3 (9.09%) Confluence
4 3 (9.09%) Elasticsearch
5 1 (3.03%) SAS
Applications
1 2 (6.06%) MS Excel
2 1 (3.03%) SPSS
Business Applications
1 1 (3.03%) SAP S/4HANA
Cloud Services
1 15 (45.45%) Amazon AWS
2 12 (36.36%) Microsoft Azure
3 11 (33.33%) Cloud Computing
4 5 (15.15%) Office 365
5 4 (12.12%) Amazon EMR
6 1 (3.03%) Amazon S3
6 1 (3.03%) AWS CloudTrail
6 1 (3.03%) AWS Lambda
Communications & Networking
1 12 (36.36%) Kerberos
2 8 (24.24%) LAN
2 8 (24.24%) WAN
Database & Business Intelligence
1 33 (100.00%) Hadoop
2 31 (93.94%) Apache Hive
2 31 (93.94%) Big Data
3 20 (60.61%) NoSQL
4 19 (57.58%) HBase
5 17 (51.52%) Sqoop
6 16 (48.48%) Apache Cassandra
7 10 (30.30%) SQL Server
8 9 (27.27%) Apache Zeppelin
8 9 (27.27%) MongoDB
9 8 (24.24%) MySQL
9 8 (24.24%) Oracle Exadata
10 5 (15.15%) DataStax
11 4 (12.12%) Impala
11 4 (12.12%) Relational Database
12 3 (9.09%) Apache Accumulo
12 3 (9.09%) Mahout
12 3 (9.09%) Neo4j
12 3 (9.09%) OrientDB
12 3 (9.09%) RDBMS
Development Applications
1 3 (9.09%) JIRA
General
1 2 (6.06%) Finance
2 1 (3.03%) Banking
2 1 (3.03%) Legal
Job Titles
1 11 (33.33%) Administrator
2 10 (30.30%) Data Administrator
3 8 (24.24%) Developer
4 6 (18.18%) Big Data Developer
5 4 (12.12%) Data Engineer
6 3 (9.09%) Architect
6 3 (9.09%) Big Data Engineer
6 3 (9.09%) Data Architect
6 3 (9.09%) Hadoop Administrator
6 3 (9.09%) Hadoop Developer
6 3 (9.09%) Junior
6 3 (9.09%) Software Engineer
7 2 (6.06%) Big Data Architect
7 2 (6.06%) Consultant
7 2 (6.06%) Data Consultant
7 2 (6.06%) Java Developer
8 1 (3.03%) Agile Java Developer
8 1 (3.03%) Data Scientist
8 1 (3.03%) Java Engineer
8 1 (3.03%) Linux Administrator
Libraries, Frameworks & Software Standards
1 13 (39.39%) Kafka
2 9 (27.27%) Apache Tez
3 8 (24.24%) Oracle GoldenGate
4 2 (6.06%) Spark Streaming
5 1 (3.03%) Cascading
5 1 (3.03%) NumPy
5 1 (3.03%) Pandas
5 1 (3.03%) REST
5 1 (3.03%) scikit-learn
5 1 (3.03%) SciPy
5 1 (3.03%) Web Services
Miscellaneous
1 8 (24.24%) Grid Computing
2 3 (9.09%) Cyber Defence
2 3 (9.09%) Data Centre
2 3 (9.09%) Wiki
3 2 (6.06%) Clustering
3 2 (6.06%) Computer Science
3 2 (6.06%) Cyberthreat
4 1 (3.03%) Algorithms
4 1 (3.03%) Analytical Skills
4 1 (3.03%) Management Information System
4 1 (3.03%) Public Cloud
4 1 (3.03%) Smart Energy
Operating Systems
1 13 (39.39%) Linux
2 12 (36.36%) Unix
3 1 (3.03%) Windows
Processes & Methodologies
1 25 (75.76%) MapReduce
2 14 (42.42%) Open Source
3 11 (33.33%) Analytics
3 11 (33.33%) Configuration Management
4 9 (27.27%) Performance Tuning
5 8 (24.24%) Benchmarking
5 8 (24.24%) High Availability
6 7 (21.21%) Agile Software Development
7 6 (18.18%) Continuous Integration
7 6 (18.18%) Data Management
7 6 (18.18%) Data Modelling
7 6 (18.18%) Presales
8 5 (15.15%) ETL
9 4 (12.12%) Business Intelligence
9 4 (12.12%) ITIL
9 4 (12.12%) Scrum
10 3 (9.09%) Business Continuity
10 3 (9.09%) Knowledge Management
10 3 (9.09%) Migration
10 3 (9.09%) Software Engineering
Programming Languages
1 24 (72.73%) Java
2 22 (66.67%) SQL
3 14 (42.42%) Python
4 10 (30.30%) C
5 8 (24.24%) C++
6 5 (15.15%) Ruby
6 5 (15.15%) Scala
7 3 (9.09%) Perl
8 2 (6.06%) Shell Script
9 1 (3.03%) ABAP
9 1 (3.03%) PowerShell
9 1 (3.03%) R
Qualifications
1 6 (18.18%) Security Cleared
2 4 (12.12%) SC Cleared
3 3 (9.09%) DV Cleared
4 1 (3.03%) Degree
4 1 (3.03%) PhD
Quality Assurance & Compliance
1 6 (18.18%) SLA
2 3 (9.09%) Disclosure Scotland
3 1 (3.03%) Data Quality
3 1 (3.03%) ISO/IEC 27001
System Software
1 23 (69.70%) HDFS
2 15 (45.45%) Apache ZooKeeper
3 11 (33.33%) Apache Flume
4 8 (24.24%) Oracle RAC
5 1 (3.03%) Docker
Systems Management
1 22 (66.67%) Hadoop YARN
2 12 (36.36%) Ambari
2 12 (36.36%) Oozie
3 4 (12.12%) Puppet
4 3 (9.09%) Ansible
5 2 (6.06%) SCOM
6 1 (3.03%) Opscode Chef
Vendors
1 15 (45.45%) Hortonworks
2 10 (30.30%) Cloudera
3 9 (27.27%) Oracle
3 9 (27.27%) Teradata
4 8 (24.24%) Cisco
5 3 (9.09%) SAP
6 1 (3.03%) Ab Initio
6 1 (3.03%) Actian
6 1 (3.03%) Informatica
6 1 (3.03%) MapR
6 1 (3.03%) MicroStrategy
6 1 (3.03%) ParAccel
6 1 (3.03%) Sybase
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