The table below looks at the statistics for Apache Pig skills in IT contracts advertised for the City of London region. Included is a guide to the contractor rates offered in IT contracts that have cited Apache Pig over the 3 months to 25 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
25 Feb 2017
Same period 2016 Same period 2015
Apache Pig
London / City of London
Rank 130 144 175
Rank change year-on-year
+14 +31
Contract jobs citing Apache Pig 18 15 14
As % of all contract IT jobs located in the City of London 0.62% 0.47% 0.27%
As % of the Application Platforms category 3.11% 3.09% 1.63%
Number of daily rates quoted 13 15 14
Median daily rate £575 £600 £501
Median daily rate % change year-on-year
-4.16% +19.70%
90% offered a daily rate of more than £460 £431 £450
10% offered a daily rate of more than £650 £600 £743
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 City of London region.

Application Platforms Category
City of London
Contract IT job ads with a match in the
Application Platforms category
579 486 859
As % of all contract IT jobs located in the City of London 19.85% 15.15% 16.71%
Number of daily rates quoted 464 361 635
Median daily rate £450 £448 £416
Median daily rate % change year-on-year
+0.55% +7.70%
90% offered a daily rate of more than £315 £288 £275
10% offered a daily rate of more than £625 £600 £550
UK excluding London median daily rate £400 £390 £375
% change year-on-year
+2.56% +4.00%
Number of hourly rates quoted 1 5 19
Median hourly rate £22.34 £55.00 £20.45
Median hourly rate % change year-on-year
-59.39% +169.01%
UK excluding London median hourly rate £17.50 £18.00 £17.75
% change year-on-year
-2.77% +1.40%

Apache Pig
Jobs Demand Trend in the City of London

The demand trend of contract jobs across the City of London 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 City of London

Apache Pig
Daily Rate Trend in the City of London

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

Apache Pig Daily Rate Trend in the City of London

Apache Pig
Daily Rate Histogram in the City of London

This chart provides a histogram of daily rates quoted in contract IT jobs citing Apache Pig across the City of London region over the 3 months to 25 February 2017.

Apache Pig Daily Rate Histogram in the City of London

Apache Pig
Top 30 Related IT Skills in the City of London

For the 6 months to 25 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 City of London region with a requirement for Apache Pig.

1 31 (86.11%) Apache Hive
2 30 (83.33%) Hadoop
3 25 (69.44%) Big Data
4 24 (66.67%) Apache Spark
5 21 (58.33%) Java
6 18 (50.00%) Python
6 18 (50.00%) Scala
7 15 (41.67%) Apache Cassandra
7 15 (41.67%) Analytics
8 14 (38.89%) HBase
9 13 (36.11%) SQL
9 13 (36.11%) Agile Software Development
9 13 (36.11%) Banking
10 12 (33.33%) Finance
10 12 (33.33%) MapReduce
10 12 (33.33%) Algorithms
11 11 (30.56%) NoSQL
12 10 (27.78%) Front Office
12 10 (27.78%) ETL
12 10 (27.78%) Data Lake
13 9 (25.00%) HDFS
13 9 (25.00%) Tableau
13 9 (25.00%) Mathematics
13 9 (25.00%) Statistics
14 8 (22.22%) MongoDB
14 8 (22.22%) R
14 8 (22.22%) Data Warehouse
14 8 (22.22%) Kafka
14 8 (22.22%) Relational Database
15 7 (19.44%) Hortonworks

Apache Pig
Top Related IT Skills in the City of London 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 24 (66.67%) Apache Spark
2 6 (16.67%) Apache
3 2 (5.56%) Apache Solr
3 2 (5.56%) SAS
Applications
1 3 (8.33%) SPSS
2 1 (2.78%) Weka
Cloud Services
1 6 (16.67%) Amazon AWS
2 3 (8.33%) Microsoft Azure
3 2 (5.56%) Cloud Computing
4 1 (2.78%) Amazon EC2
4 1 (2.78%) Amazon S3
4 1 (2.78%) Amazon SQS
4 1 (2.78%) AWS Data Pipeline
Communications & Networking
1 1 (2.78%) Kerberos
1 1 (2.78%) LDAP
Database & Business Intelligence
1 31 (86.11%) Apache Hive
2 30 (83.33%) Hadoop
3 25 (69.44%) Big Data
4 15 (41.67%) Apache Cassandra
5 14 (38.89%) HBase
6 11 (30.56%) NoSQL
7 10 (27.78%) Data Lake
8 8 (22.22%) Data Warehouse
8 8 (22.22%) MongoDB
8 8 (22.22%) Relational Database
9 6 (16.67%) RDBMS
10 5 (13.89%) Flink
10 5 (13.89%) PostgreSQL
10 5 (13.89%) Sqoop
11 4 (11.11%) Impala
12 3 (8.33%) Neo4j
13 2 (5.56%) BusinessObjects
13 2 (5.56%) Data Mining
13 2 (5.56%) QlikView
13 2 (5.56%) SQL Server
Development Applications
1 4 (11.11%) JUnit
2 3 (8.33%) Mockito
3 2 (5.56%) Git (software)
3 2 (5.56%) Jenkins
3 2 (5.56%) Maven
3 2 (5.56%) Talend Open Studio
4 1 (2.78%) EasyMock
4 1 (2.78%) Eclipse
4 1 (2.78%) IntelliJ
4 1 (2.78%) Subversion
4 1 (2.78%) Team Foundation Server
4 1 (2.78%) TeamCity
General
1 13 (36.11%) Banking
2 12 (33.33%) Finance
3 10 (27.78%) Front Office
4 6 (16.67%) Investment Banking
5 2 (5.56%) Marketing
5 2 (5.56%) Retail
6 1 (2.78%) Advertising
6 1 (2.78%) Games
Job Titles
1 11 (30.56%) Developer
2 8 (22.22%) Java Developer
3 7 (19.44%) Big Data Engineer
3 7 (19.44%) Data Scientist
4 6 (16.67%) Senior Developer
5 5 (13.89%) Analyst
5 5 (13.89%) Data Engineer
5 5 (13.89%) Market Risk Developer
5 5 (13.89%) Market Risk Java Developer
5 5 (13.89%) Senior Java Developer
5 5 (13.89%) Senior Market Risk Java Developer
6 3 (8.33%) DevOps Engineer
6 3 (8.33%) Scala Developer
6 3 (8.33%) Technical Analyst
7 2 (5.56%) Architect
7 2 (5.56%) Big Data Developer
7 2 (5.56%) Development Engineer
7 2 (5.56%) Hadoop Developer
7 2 (5.56%) Java Engineer
7 2 (5.56%) Technical Leader
Libraries, Frameworks & Software Standards
1 8 (22.22%) Kafka
2 6 (16.67%) Akka
3 3 (8.33%) Web Services
4 2 (5.56%) AngularJS
4 2 (5.56%) Cascading
4 2 (5.56%) Drools
4 2 (5.56%) NumPy
4 2 (5.56%) Spring
5 1 (2.78%) D3.js
5 1 (2.78%) Matplotlib
5 1 (2.78%) Middleware
5 1 (2.78%) MLlib
5 1 (2.78%) Pandas
5 1 (2.78%) REST
5 1 (2.78%) scikit-learn
5 1 (2.78%) SPNEGO
5 1 (2.78%) TensorFlow
Miscellaneous
1 12 (33.33%) Algorithms
2 6 (16.67%) Derivative
2 6 (16.67%) Equities
2 6 (16.67%) Foreign Exchange (FX)
3 5 (13.89%) Market Risk
4 3 (8.33%) Analytical Skills
4 3 (8.33%) Computer Science
5 2 (5.56%) Credit Risk
6 1 (2.78%) Clustering
6 1 (2.78%) Data Structures
6 1 (2.78%) Fintech
6 1 (2.78%) Fixed Income
6 1 (2.78%) Public Cloud
Operating Systems
1 6 (16.67%) Linux
2 4 (11.11%) Unix
3 1 (2.78%) Windows
Processes & Methodologies
1 15 (41.67%) Analytics
2 13 (36.11%) Agile Software Development
3 12 (33.33%) MapReduce
4 10 (27.78%) ETL
5 9 (25.00%) Mathematics
5 9 (25.00%) Statistics
6 7 (19.44%) Data Modelling
6 7 (19.44%) Visualisation
7 6 (16.67%) Data Visualisation
7 6 (16.67%) Open Source
7 6 (16.67%) Risk Management
8 5 (13.89%) Concurrent Programming
8 5 (13.89%) DevOps
8 5 (13.89%) Machine Learning
8 5 (13.89%) Multithreading
8 5 (13.89%) Scrum
9 4 (11.11%) Configuration Management
9 4 (11.11%) Data Engineering
9 4 (11.11%) E-Commerce
10 2 (5.56%) Benchmarking
Programming Languages
1 21 (58.33%) Java
2 18 (50.00%) Python
2 18 (50.00%) Scala
3 13 (36.11%) SQL
4 8 (22.22%) R
5 5 (13.89%) Haskell
6 4 (11.11%) MATLAB
7 3 (8.33%) Bash Shell
7 3 (8.33%) Ruby
8 2 (5.56%) Perl
9 1 (2.78%) C#
9 1 (2.78%) HiveQL
9 1 (2.78%) Pig Latin
Qualifications
1 6 (16.67%) Degree
2 4 (11.11%) PhD
Quality Assurance & Compliance
1 6 (16.67%) Data Quality
2 2 (5.56%) QA
System Software
1 9 (25.00%) HDFS
2 3 (8.33%) Docker
3 2 (5.56%) Apache Flume
4 1 (2.78%) Apache ZooKeeper
Systems Management
1 7 (19.44%) Hadoop YARN
2 5 (13.89%) Oozie
3 4 (11.11%) Ansible
3 4 (11.11%) Puppet
4 3 (8.33%) Opscode Chef
4 3 (8.33%) Terraform
5 2 (5.56%) Kubernetes
5 2 (5.56%) Mesos
5 2 (5.56%) Tivoli
Vendors
1 9 (25.00%) Tableau
2 7 (19.44%) Hortonworks
3 4 (11.11%) Microsoft
3 4 (11.11%) Teradata
4 2 (5.56%) Cloudera
4 2 (5.56%) MapR
4 2 (5.56%) Oracle
4 2 (5.56%) SAP
4 2 (5.56%) Talend