Period
to 22 November 2017

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 6 months to 22 November 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
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 541 464 505
Rank change year-on-year -77 +41 +12
Contract jobs citing Apache Pig 98 147 108
As % of all contract IT jobs advertised in London 0.21% 0.32% 0.23%
As % of the Application Platforms category 1.22% 1.65% 1.29%
Number of daily rates quoted 62 107 62
London median daily rate £550 £550 £538
Median daily rate % change year-on-year - +2.33% -2.27%
10th Percentile £425 £425 £450
90th Percentile £738 £700 £675
England median daily rate £550 £550 £525
% change year-on-year - +4.76% -4.55%
Number of hourly rates quoted 0 0 0
London median hourly rate - - -
England median hourly rate £45.00 - £33.55

Apache Pig is in the Application Platforms category. The following 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.

All Application Platform Skills
London
Contract vacancies with a requirement for application platform skills 8058 8933 8353
As % of all contract IT jobs advertised in London 17.10% 19.75% 18.08%
Number of daily rates quoted 5752 6167 5663
London median daily rate £500 £450 £425
Median daily rate % change year-on-year +11.11% +5.88% +6.25%
10th Percentile £300 £275 £250
90th Percentile £638 £621 £600
England median daily rate £450 £425 £400
% change year-on-year +5.88% +6.25% +5.26%
Number of hourly rates quoted 107 109 114
London median hourly rate £22.00 £18.00 £20.00
Median hourly rate % change year-on-year +22.22% -10.00% +8.11%
10th Percentile £12.50 £12.50 £12.00
90th Percentile £47.83 £56.87 £43.70
England median hourly rate £20.50 £20.00 £19.43
% change year-on-year +2.50% +2.96% +7.92%

Apache Pig
Job Vacancy Trend in London

Job postings citing Apache Pig as a percentage of all IT jobs advertised in London.

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 6 months to 22 November 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 6 months to 22 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Central London -11 17 £725 +24.73% 3
East London +3 11 £600 +4.35% 1
West London -4 1 £425 -11.46% 1
Apache Pig
England

For the 6 months to 22 November 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 89 (90.82%) Apache Hive
1 89 (90.82%) Big Data
2 82 (83.67%) Hadoop
3 64 (65.31%) Apache Spark
4 59 (60.20%) Java
5 57 (58.16%) Python
6 45 (45.92%) HBase
7 42 (42.86%) MapReduce
8 36 (36.73%) NoSQL
9 35 (35.71%) Kafka
10 34 (34.69%) MongoDB
11 33 (33.67%) Scala
11 33 (33.67%) HDFS
12 30 (30.61%) Impala
13 29 (29.59%) Analytical Skills
13 29 (29.59%) R
13 29 (29.59%) ETL
14 28 (28.57%) Apache Cassandra
14 28 (28.57%) Amazon AWS
15 27 (27.55%) Machine Learning
15 27 (27.55%) SQL
15 27 (27.55%) Unix
16 26 (26.53%) Finance
16 26 (26.53%) Apache Flume
17 25 (25.51%) Cloudera
18 22 (22.45%) Banking
19 20 (20.41%) Agile Software Development
19 20 (20.41%) Hadoop YARN
19 20 (20.41%) Algorithms
20 19 (19.39%) Data Mining

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 64 (65.31%) Apache Spark
2 17 (17.35%) Apache Solr
3 13 (13.27%) Apache
4 5 (5.10%) Elasticsearch
5 4 (4.08%) Jupyter
6 2 (2.04%) JBoss
6 2 (2.04%) SAS
6 2 (2.04%) Tomcat
6 2 (2.04%) WebSphere
7 1 (1.02%) Confluence
7 1 (1.02%) Mule
7 1 (1.02%) Oracle Application Server
7 1 (1.02%) Oracle SOA Suite
7 1 (1.02%) Oracle Workflow
7 1 (1.02%) SharePoint
7 1 (1.02%) WebLogic
7 1 (1.02%) WebSphere Application Server
Applications
1 1 (1.02%) Gephi
1 1 (1.02%) SPSS
1 1 (1.02%) Stata
Cloud Services
1 28 (28.57%) Amazon AWS
2 16 (16.33%) Microsoft Azure
3 9 (9.18%) Amazon EC2
4 6 (6.12%) Cloud Computing
4 6 (6.12%) GitHub
5 5 (5.10%) Google Cloud Platform
6 2 (2.04%) IaaS
6 2 (2.04%) PaaS
6 2 (2.04%) SaaS
7 1 (1.02%) Adobe Analytics
7 1 (1.02%) Amazon EMR
7 1 (1.02%) Amazon S3
7 1 (1.02%) Azure Machine Learning
7 1 (1.02%) Cortana Intelligence Suite
7 1 (1.02%) Google Analytics
Communications & Networking
1 10 (10.20%) Kerberos
2 3 (3.06%) Network Security
3 2 (2.04%) SSL
Database & Business Intelligence
1 89 (90.82%) Apache Hive
1 89 (90.82%) Big Data
2 82 (83.67%) Hadoop
3 45 (45.92%) HBase
4 36 (36.73%) NoSQL
5 34 (34.69%) MongoDB
6 30 (30.61%) Impala
7 28 (28.57%) Apache Cassandra
8 19 (19.39%) Data Mining
9 17 (17.35%) Sqoop
10 16 (16.33%) Data Warehouse
11 15 (15.31%) Mahout
12 10 (10.20%) MarkLogic
12 10 (10.20%) Relational Database
12 10 (10.20%) Riak
13 9 (9.18%) Cloudera CDH
13 9 (9.18%) MySQL
14 8 (8.16%) Blockchain
15 6 (6.12%) Amazon Redshift
16 5 (5.10%) BigQuery
Development Applications
1 11 (11.22%) Git (software)
2 7 (7.14%) Gradle
3 6 (6.12%) Ant
3 6 (6.12%) Jenkins
3 6 (6.12%) Maven
4 5 (5.10%) HP UFT
5 2 (2.04%) Selenium
5 2 (2.04%) WebDriver
6 1 (1.02%) Cucumber
6 1 (1.02%) ERwin
6 1 (1.02%) Hudson
6 1 (1.02%) JIRA
6 1 (1.02%) SoapUI
6 1 (1.02%) Subversion
6 1 (1.02%) Talend Open Studio
6 1 (1.02%) Team Foundation Server
6 1 (1.02%) Visual Studio
General
1 26 (26.53%) Finance
2 22 (22.45%) Banking
3 11 (11.22%) Retail
4 9 (9.18%) Games
5 8 (8.16%) Investment Banking
6 4 (4.08%) Marketing
7 2 (2.04%) Telecoms
8 1 (1.02%) Aerospace
Job Titles
1 43 (43.88%) Developer
2 24 (24.49%) Big Data Developer
2 24 (24.49%) Big Data Engineer
3 23 (23.47%) Data Engineer
4 15 (15.31%) Data Scientist
5 12 (12.24%) Hadoop Developer
6 11 (11.22%) Architect
7 8 (8.16%) Analyst
7 8 (8.16%) Java Developer
8 7 (7.14%) Hadoop Engineer
9 5 (5.10%) Data Analyst
9 5 (5.10%) Data Architect
9 5 (5.10%) Java Engineer
9 5 (5.10%) Lead Developer
9 5 (5.10%) Scala Developer
10 4 (4.08%) Big Data Architect
10 4 (4.08%) Hadoop Architect
11 3 (3.06%) AWS Engineer
11 3 (3.06%) Big Data Analyst
11 3 (3.06%) Cloud Administrator
Libraries, Frameworks & Software Standards
1 35 (35.71%) Kafka
2 12 (12.24%) Spring
2 12 (12.24%) Web Services
3 11 (11.22%) Hibernate
3 11 (11.22%) JMS
3 11 (11.22%) Natural Language Processing
4 10 (10.20%) Lucene
4 10 (10.20%) RabbitMQ
5 8 (8.16%) Play Framework
6 7 (7.14%) scikit-learn
7 6 (6.12%) Spark Streaming
8 5 (5.10%) .NET
8 5 (5.10%) Akka
8 5 (5.10%) JSON
8 5 (5.10%) MLlib
8 5 (5.10%) REST
9 4 (4.08%) Node.js
9 4 (4.08%) PySpark
9 4 (4.08%) RHadoop
9 4 (4.08%) XML
Miscellaneous
1 29 (29.59%) Analytical Skills
2 20 (20.41%) Algorithms
3 9 (9.18%) Computer Science
3 9 (9.18%) Fintech
3 9 (9.18%) Replication
4 7 (7.14%) Greenfield Project
5 4 (4.08%) Digital Media
5 4 (4.08%) Market Risk
6 2 (2.04%) DataPower
6 2 (2.04%) Security Operations Centre
6 2 (2.04%) Shadow IT
6 2 (2.04%) Virtual Team
7 1 (1.02%) Distributed Denial-of-Service
7 1 (1.02%) Grid Computing
7 1 (1.02%) Management Information System
7 1 (1.02%) Media Streaming
7 1 (1.02%) Mobile App
7 1 (1.02%) Over-the-Top Content
7 1 (1.02%) Private Cloud
7 1 (1.02%) Robotics
Operating Systems
1 27 (27.55%) Unix
2 13 (13.27%) Linux
3 9 (9.18%) CentOS
3 9 (9.18%) Red Hat Enterprise Linux
4 2 (2.04%) Android
4 2 (2.04%) Apple iOS
4 2 (2.04%) Windows
Processes & Methodologies
1 42 (42.86%) MapReduce
2 29 (29.59%) ETL
3 27 (27.55%) Machine Learning
4 20 (20.41%) Agile Software Development
5 18 (18.37%) Analytics
6 16 (16.33%) Open Source
6 16 (16.33%) Visualisation
7 15 (15.31%) Mathematics
7 15 (15.31%) TDD
8 13 (13.27%) Data Analysis
8 13 (13.27%) Data Visualisation
9 12 (12.24%) Data Management
10 11 (11.22%) Mathematical Modelling
11 10 (10.20%) Software Engineering
11 10 (10.20%) Statistical Modelling
12 9 (9.18%) Continuous Integration
12 9 (9.18%) Disruptive Innovation
12 9 (9.18%) Information Retrieval
12 9 (9.18%) Scrum
13 8 (8.16%) DevOps
Programming Languages
1 59 (60.20%) Java
2 57 (58.16%) Python
3 33 (33.67%) Scala
4 29 (29.59%) R
5 27 (27.55%) SQL
6 17 (17.35%) JavaScript
7 14 (14.29%) C#
8 13 (13.27%) Perl
9 10 (10.20%) Bash Shell
10 4 (4.08%) HiveQL
11 3 (3.06%) C++
11 3 (3.06%) PHP
11 3 (3.06%) PL/SQL
11 3 (3.06%) Ruby
12 2 (2.04%) COBOL
12 2 (2.04%) Groovy
12 2 (2.04%) Shell Script
12 2 (2.04%) T-SQL
13 1 (1.02%) MATLAB
Qualifications
1 9 (9.18%) Degree
2 4 (4.08%) Computer Science Degree
2 4 (4.08%) Master's Degree
3 2 (2.04%) SC Cleared
3 2 (2.04%) Security Cleared
4 1 (1.02%) CISA
4 1 (1.02%) CISM
4 1 (1.02%) CISSP
Quality Assurance & Compliance
1 5 (5.10%) Data Quality
2 3 (3.06%) QA
3 1 (1.02%) FedRAMP
3 1 (1.02%) PCI DSS
3 1 (1.02%) SLA
System Software
1 33 (33.67%) HDFS
2 26 (26.53%) Apache Flume
3 9 (9.18%) Apache ZooKeeper
4 3 (3.06%) Docker
5 1 (1.02%) Active Directory
5 1 (1.02%) Oracle RAC
Systems Management
1 20 (20.41%) Hadoop YARN
2 15 (15.31%) Oozie
3 5 (5.10%) Ansible
4 4 (4.08%) Puppet
5 3 (3.06%) Ambari
6 2 (2.04%) Control-M
7 1 (1.02%) Docker Swarm
7 1 (1.02%) Kibana
7 1 (1.02%) Kubernetes
7 1 (1.02%) logstash
7 1 (1.02%) Mesos
7 1 (1.02%) Opscode Chef
7 1 (1.02%) Terraform
Vendors
1 25 (25.51%) Cloudera
2 10 (10.20%) Oracle
3 9 (9.18%) Tableau
4 7 (7.14%) Hortonworks
5 6 (6.12%) Perforce
5 6 (6.12%) Teradata
6 5 (5.10%) Google
6 5 (5.10%) MapR
6 5 (5.10%) Microsoft
6 5 (5.10%) Splunk
7 3 (3.06%) Informatica
7 3 (3.06%) Palantir
7 3 (3.06%) SAP
8 2 (2.04%) IBM
8 2 (2.04%) SaltStack
8 2 (2.04%) ServiceNow
9 1 (1.02%) Atlassian
9 1 (1.02%) Brandwatch
9 1 (1.02%) Jaspersoft
9 1 (1.02%) Talend