The following table provides summary statistics for contract job vacancies advertised in London with a requirement for Apache Pig skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Apache Pig over the 3 months to 22 June 2017 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Apache Pig
England / London
3 months to
22 Jun 2017
Same period 2016 Same period 2015
Rank 369 371 400
Rank change year-on-year +2 +29  
Contract jobs citing Apache Pig 47 60 28
As % of all contract IT jobs advertised in London 0.23% 0.28% 0.12%
As % of the Application Platforms category 1.32% 1.49% 0.64%
Number of daily rates quoted 38 50 19
Median daily rate £525 £505 £600
Median daily rate % change year-on-year +3.96% -15.83%  
90% offered a daily rate of more than £425 £430 £490
10% offered a daily rate of more than £650 £800 £730
UK excluding London median daily rate £425 £500 £450
% change year-on-year -15.00% +11.11%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - - -

Apache Pig is in the application platform skills category. The next table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in London with a requirement for application platform skills.

Contract Application Platform Skills
London
Contract job vacancies with a requirement for application platform skills 3549 4022 4372
As % of all contract IT job vacancies advertised in London 17.12% 18.53% 18.64%
Number of daily rates quoted 2495 2911 2912
Median daily rate £475 £450 £400
Median daily rate % change year-on-year +5.55% +12.50%  
90% offered a daily rate of more than £300 £295 £250
10% offered a daily rate of more than £600 £600 £573
UK excluding London median daily rate £400 £390 £350
% change year-on-year +2.56% +11.42%  
Number of hourly rates quoted 39 44 103
Median hourly rate £22.00 £17.25 £19.00
Median hourly rate % change year-on-year +27.53% -9.21%  
90% offered a hourly rate of more than £12.55 £12.50 £12.50
10% offered a hourly rate of more than £49.70 £26.38 £37.00
UK excluding London median hourly rate £25.00 £22.50 £21.00
% change year-on-year +11.11% +7.14%  

Apache Pig
Job Vacancy Trend in London

The job posting trend of jobs advertised in London citing Apache Pig as a proportion of all contract or permanent IT jobs with a match in the Application Platforms category.

Job vacancy trend for Apache Pig in London

Apache Pig
Contractor Daily Rate Trend in London

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

Contractor daily rate trend for Apache Pig in London

Apache Pig
Contractor Daily Rate Histogram in London

The daily rate distribution of IT jobs citing Apache Pig in London over the 3 months to 22 June 2017.

Contractor daily rate histogram for Apache Pig in London

Apache Pig
Contract Job Locations in London

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 London region over the 3 months to 22 June 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
City of London +4 8 £540 +8.00% 5
Canary Wharf +1 1 - -
Heathrow - 1 £425 -
Thornton Heath - 1 £525 -
Apache Pig
England

For the 6 months to 22 June 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 London region with a requirement for Apache Pig.

1 119 (90.84%) Hadoop
1 119 (90.84%) Apache Hive
2 111 (84.73%) Big Data
3 83 (63.36%) Apache Spark
4 82 (62.60%) Java
5 68 (51.91%) Python
6 66 (50.38%) HBase
7 58 (44.27%) Analytics
8 50 (38.17%) SQL
9 49 (37.40%) MapReduce
10 48 (36.64%) NoSQL
10 48 (36.64%) Scala
11 43 (32.82%) Apache Flume
12 42 (32.06%) R
13 41 (31.30%) HDFS
14 40 (30.53%) Apache Cassandra
14 40 (30.53%) Amazon AWS
15 38 (29.01%) Machine Learning
15 38 (29.01%) Sqoop
16 35 (26.72%) Analytical Skills
17 34 (25.95%) MongoDB
18 32 (24.43%) Tableau
18 32 (24.43%) Linux
18 32 (24.43%) Data Warehouse
18 32 (24.43%) Business Intelligence
19 30 (22.90%) ETL
20 29 (22.14%) Finance
20 29 (22.14%) Agile Software Development
21 25 (19.08%) QlikView
22 24 (18.32%) Oracle

Apache Pig
Co-occurring IT Skills in 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 83 (63.36%) Apache Spark
2 15 (11.45%) Apache
3 13 (9.92%) Apache Solr
3 13 (9.92%) SAS
4 9 (6.87%) Elasticsearch
5 4 (3.05%) JBoss
5 4 (3.05%) Tomcat
5 4 (3.05%) WebSphere
6 3 (2.29%) Mule
7 2 (1.53%) Adobe Experience Manager
7 2 (1.53%) CMS
8 1 (0.76%) DataSynapse
Applications
1 11 (8.40%) SPSS
2 5 (3.82%) Stata
3 3 (2.29%) Weka
Cloud Services
1 40 (30.53%) Amazon AWS
2 15 (11.45%) Cloud Computing
3 11 (8.40%) Amazon EC2
4 10 (7.63%) Amazon S3
5 9 (6.87%) Microsoft Azure
6 7 (5.34%) AWS Data Pipeline
7 5 (3.82%) Amazon EMR
8 4 (3.05%) Amazon SQS
9 3 (2.29%) Amazon Kinesis
9 3 (2.29%) AWS Lambda
10 2 (1.53%) SaaS
11 1 (0.76%) Azure Data Factory
11 1 (0.76%) Google Cloud Platform
Communications & Networking
1 5 (3.82%) Kerberos
2 4 (3.05%) Network Security
2 4 (3.05%) Skype
3 2 (1.53%) FTP
Database & Business Intelligence
1 119 (90.84%) Apache Hive
1 119 (90.84%) Hadoop
2 111 (84.73%) Big Data
3 66 (50.38%) HBase
4 48 (36.64%) NoSQL
5 40 (30.53%) Apache Cassandra
6 38 (29.01%) Sqoop
7 34 (25.95%) MongoDB
8 32 (24.43%) Data Warehouse
9 25 (19.08%) QlikView
10 22 (16.79%) SQL Server
11 21 (16.03%) Data Mining
12 19 (14.50%) Amazon Redshift
13 18 (13.74%) Impala
14 16 (12.21%) MySQL
14 16 (12.21%) Relational Database
15 9 (6.87%) BusinessObjects
16 8 (6.11%) SQL Server Integration Services
17 7 (5.34%) Apache Zeppelin
18 6 (4.58%) Pentaho
Development Applications
1 9 (6.87%) Jenkins
2 8 (6.11%) Talend Open Studio
3 6 (4.58%) Git (software)
4 5 (3.82%) Hudson
5 3 (2.29%) JUnit
6 2 (1.53%) Mockito
6 2 (1.53%) Subversion
6 2 (1.53%) Team Foundation Server
7 1 (0.76%) EasyMock
7 1 (0.76%) Eclipse
7 1 (0.76%) IntelliJ
7 1 (0.76%) JIRA
7 1 (0.76%) TeamCity
General
1 29 (22.14%) Finance
2 23 (17.56%) Banking
3 8 (6.11%) Investment Banking
4 7 (5.34%) Retail
5 5 (3.82%) Marketing
6 4 (3.05%) Games
7 3 (2.29%) Corporate Banking
7 3 (2.29%) Front Office
7 3 (2.29%) Retail Banking
8 2 (1.53%) Billing
8 2 (1.53%) Financial Institution
Job Titles
1 48 (36.64%) Data Engineer
2 45 (34.35%) Big Data Engineer
3 38 (29.01%) Developer
4 18 (13.74%) Java Developer
5 17 (12.98%) Big Data Developer
6 15 (11.45%) Hadoop Engineer
7 13 (9.92%) Data Scientist
8 11 (8.40%) Architect
9 8 (6.11%) Analyst
9 8 (6.11%) AWS Engineer
10 7 (5.34%) Administrator
10 7 (5.34%) Data Architect
10 7 (5.34%) DevOps Engineer
10 7 (5.34%) Hadoop Developer
11 6 (4.58%) Big Data Analyst
11 6 (4.58%) Big Data Architect
11 6 (4.58%) Data Analyst
12 5 (3.82%) Hadoop Administrator
12 5 (3.82%) Market Risk Developer
12 5 (3.82%) Market Risk Java Developer
Libraries, Frameworks & Software Standards
1 21 (16.03%) Kafka
2 10 (7.63%) Web Services
3 8 (6.11%) Spark Streaming
4 7 (5.34%) Hibernate
4 7 (5.34%) JMS
4 7 (5.34%) REST
4 7 (5.34%) Spring
5 5 (3.82%) Ajax
5 5 (3.82%) Akka
6 4 (3.05%) AngularJS
6 4 (3.05%) Apache Tez
6 4 (3.05%) D3.js
6 4 (3.05%) Elastic Stack
6 4 (3.05%) HTML5
6 4 (3.05%) JAX-WS
6 4 (3.05%) jQuery
6 4 (3.05%) Middleware
6 4 (3.05%) Natural Language Processing
6 4 (3.05%) PySpark
6 4 (3.05%) Spring MVC
Miscellaneous
1 35 (26.72%) Analytical Skills
2 16 (12.21%) Algorithms
3 14 (10.69%) Computer Science
4 9 (6.87%) Market Risk
5 7 (5.34%) Greenfield Project
6 6 (4.58%) Data Structures
7 5 (3.82%) Replication
8 4 (3.05%) Distributed Denial-of-Service
8 4 (3.05%) Fintech
8 4 (3.05%) Grid Computing
9 3 (2.29%) Management Information System
9 3 (2.29%) Private Cloud
10 2 (1.53%) Equities
10 2 (1.53%) Foreign Exchange (FX)
10 2 (1.53%) Security Operations Centre
10 2 (1.53%) Shadow IT
10 2 (1.53%) Social Media
11 1 (0.76%) Digital Media
11 1 (0.76%) Linux Command Line
11 1 (0.76%) Virtual Team
Operating Systems
1 32 (24.43%) Linux
2 19 (14.50%) Unix
3 3 (2.29%) Windows
4 2 (1.53%) CentOS
5 1 (0.76%) Apple iOS
5 1 (0.76%) Red Hat Enterprise Linux
Processes & Methodologies
1 58 (44.27%) Analytics
2 49 (37.40%) MapReduce
3 38 (29.01%) Machine Learning
4 32 (24.43%) Business Intelligence
5 30 (22.90%) ETL
6 29 (22.14%) Agile Software Development
7 20 (15.27%) Data Analysis
8 19 (14.50%) Visualisation
9 18 (13.74%) Data Modelling
10 15 (11.45%) DevOps
10 15 (11.45%) Open Source
11 14 (10.69%) Data Analytics
11 14 (10.69%) Data Architecture
12 13 (9.92%) Performance Tuning
13 12 (9.16%) Mathematics
14 10 (7.63%) Data Engineering
15 8 (6.11%) Data Integration
15 8 (6.11%) Risk Management
16 7 (5.34%) Test Automation
16 7 (5.34%) Web Analytics
Programming Languages
1 82 (62.60%) Java
2 68 (51.91%) Python
3 50 (38.17%) SQL
4 48 (36.64%) Scala
5 42 (32.06%) R
6 15 (11.45%) Perl
7 12 (9.16%) Shell Script
8 10 (7.63%) Bash Shell
9 7 (5.34%) Ruby
10 6 (4.58%) C#
10 6 (4.58%) JavaScript
10 6 (4.58%) MATLAB
10 6 (4.58%) PL/SQL
11 5 (3.82%) T-SQL
12 4 (3.05%) C
13 3 (2.29%) CQL
13 3 (2.29%) PHP
14 2 (1.53%) Haskell
15 1 (0.76%) C++
15 1 (0.76%) Groovy
Qualifications
1 18 (13.74%) Degree
2 9 (6.87%) Computer Science Degree
3 6 (4.58%) Master's Degree
4 4 (3.05%) CISA
4 4 (3.05%) CISM
4 4 (3.05%) CISSP
5 2 (1.53%) PhD
5 2 (1.53%) Security Cleared
6 1 (0.76%) Numerate Degree
Quality Assurance & Compliance
1 10 (7.63%) Data Quality
2 6 (4.58%) QA
3 4 (3.05%) FedRAMP
3 4 (3.05%) PCI DSS
4 3 (2.29%) SLA
System Software
1 43 (32.82%) Apache Flume
2 41 (31.30%) HDFS
3 11 (8.40%) Apache ZooKeeper
4 5 (3.82%) Docker
5 3 (2.29%) Oracle RAC
Systems Management
1 23 (17.56%) Oozie
2 20 (15.27%) Hadoop YARN
3 10 (7.63%) Puppet
4 9 (6.87%) Ansible
4 9 (6.87%) Opscode Chef
5 7 (5.34%) Ambari
6 5 (3.82%) Terraform
7 4 (3.05%) Kibana
7 4 (3.05%) Kubernetes
7 4 (3.05%) logstash
7 4 (3.05%) Mesos
Vendors
1 32 (24.43%) Tableau
2 24 (18.32%) Oracle
3 17 (12.98%) Cloudera
3 17 (12.98%) Hortonworks
4 15 (11.45%) Informatica
5 12 (9.16%) Cognos
6 9 (6.87%) Microsoft
7 8 (6.11%) Talend
8 6 (4.58%) MicroStrategy
8 6 (4.58%) Teradata
9 5 (3.82%) SAP
10 4 (3.05%) IBM
10 4 (3.05%) MapR
10 4 (3.05%) Sybase
10 4 (3.05%) Vertica
11 3 (2.29%) Ab Initio
11 3 (2.29%) RapidMiner
12 2 (1.53%) Adobe
12 2 (1.53%) ServiceNow
13 1 (0.76%) Red Hat
City, London
TEKsystems
Rate: £600 - £700 per day
Posted: 6 days ago