The table below looks at the statistics for Apache Pig skills in IT jobs advertised for the London region. Included is a guide to the salaries offered in IT jobs that have cited Apache Pig over the 3 months to 27 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 Sep 2016
Same period 2015 Same period 2014
Apache Pig
Rank 528 461 574
Rank change year-on-year
-67 +113
Permanent jobs citing Apache Pig 92 207 91
As % of all permanent IT jobs located in London 0.24% 0.47% 0.20%
As % of the Application Platforms category 1.30% 2.53% 0.99%
Number of salaries quoted 69 172 82
Median salary £80,000 £75,000 £58,250
Median salary % change year-on-year
+6.66% +28.75%
90% offered a salary of more than £52,500 £50,000 £40,000
10% offered a salary of more than £92,500 £87,500 £89,500
UK excluding London median salary £50,000 £60,000 £80,000
% change year-on-year
-16.66% -25.00%
Apache Pig
England

The following table is for comparison with the above and provides statistics for the entire Application Platforms category in permanent jobs advertised in the London region.

Application Platforms Category
London
Permanent IT job ads with a match in the
Application Platforms category
7052 8185 9188
As % of all permanent IT jobs located in London 18.47% 18.76% 20.30%
Number of salaries quoted 6103 6936 7794
Median salary £55,000 £52,500 £50,000
Median salary % change year-on-year
+4.76% +5.00%
90% offered a salary of more than £33,500 £30,000 £32,500
10% offered a salary of more than £80,000 £72,500 £75,000
UK excluding London median salary £40,000 £40,000 £40,000

Apache Pig
Jobs Demand Trend in London

The demand trend of job ads across the London region citing Apache Pig as a proportion of all IT jobs with a match in the Application Platforms category.

Apache Pig Jobs Demand Trend in London

Apache Pig
Salary Trend in London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Apache Pig across the London region.

Apache Pig Salary Trend in London

Apache Pig
Salary Histogram in London

This chart provides a salary histogram for IT jobs citing Apache Pig across the London region over the 3 months to 27 September 2016.

Apache Pig Salary Histogram in London

Apache Pig
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Apache Pig within the London region over the 3 months to 27 September 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
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
City of London +4 10 £92,500 +12.12% 1
Kingston Upon Thames - 2 £70,000 -
Twickenham - 1 £40,000 -
Apache Pig
England

Apache Pig
Top 30 Related IT Skills in London

For the 6 months to 27 September 2016, IT 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 job ads across the London region with a requirement for Apache Pig.

1 213 (97.26%) Hadoop
2 200 (91.32%) Big Data
3 198 (90.41%) Apache Hive
4 142 (64.84%) Java
5 121 (55.25%) MapReduce
6 118 (53.88%) Analytics
7 113 (51.60%) Apache Spark
8 110 (50.23%) Python
9 87 (39.73%) SQL
9 87 (39.73%) Business Intelligence
9 87 (39.73%) HBase
10 85 (38.81%) Scala
11 83 (37.90%) Apache Cassandra
11 83 (37.90%) NoSQL
12 68 (31.05%) R
13 63 (28.77%) Finance
14 61 (27.85%) HDFS
15 60 (27.40%) MongoDB
16 56 (25.57%) Data Analytics
17 55 (25.11%) Analytical Skills
17 55 (25.11%) Amazon AWS
18 53 (24.20%) Open Source
19 50 (22.83%) Agile Software Development
19 50 (22.83%) Data Warehouse
20 46 (21.00%) Data Mining
21 45 (20.55%) Linux
21 45 (20.55%) Kafka
22 43 (19.63%) Software Engineering
23 41 (18.72%) Relational Database
24 40 (18.26%) ETL

Apache Pig
Top Related 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
1 113 (51.60%) Apache Spark
2 30 (13.70%) Apache
3 29 (13.24%) Elasticsearch
4 25 (11.42%) SAS
5 18 (8.22%) Apache Solr
6 5 (2.28%) JBoss
7 3 (1.37%) Confluence
8 2 (0.91%) OpenStack
9 1 (0.46%) nginx
9 1 (0.46%) Tomcat
Applications
1 18 (8.22%) SPSS
2 2 (0.91%) CPLEX
3 1 (0.46%) MS Excel
Business Applications
1 3 (1.37%) SAP Oil and Gas
2 2 (0.91%) FastStats
Cloud Services
1 55 (25.11%) Amazon AWS
2 30 (13.70%) Amazon EMR
3 29 (13.24%) Amazon EC2
4 19 (8.68%) Amazon S3
5 11 (5.02%) Cloud Computing
6 5 (2.28%) Google Cloud Platform
7 3 (1.37%) Microsoft Azure
8 2 (0.91%) AWS Lambda
8 2 (0.91%) Google Analytics
8 2 (0.91%) iTunes
9 1 (0.46%) Amazon ELB
Communications & Networking
1 18 (8.22%) HTTP
2 7 (3.20%) Internet
3 2 (0.91%) Kerberos
3 2 (0.91%) TCP/IP
4 1 (0.46%) DNS
4 1 (0.46%) LDAP
4 1 (0.46%) SSH
4 1 (0.46%) VPN
Database & Business Intelligence
1 213 (97.26%) Hadoop
2 200 (91.32%) Big Data
3 198 (90.41%) Apache Hive
4 87 (39.73%) HBase
5 83 (37.90%) Apache Cassandra
5 83 (37.90%) NoSQL
6 60 (27.40%) MongoDB
7 50 (22.83%) Data Warehouse
8 46 (21.00%) Data Mining
9 41 (18.72%) Relational Database
10 35 (15.98%) Impala
11 34 (15.53%) Mahout
12 28 (12.79%) Sqoop
13 26 (11.87%) Neo4j
14 25 (11.42%) PostgreSQL
15 18 (8.22%) Voldemort
16 17 (7.76%) RDBMS
17 16 (7.31%) DataStax
18 12 (5.48%) SQL Server
19 10 (4.57%) BusinessObjects
Development Applications
1 27 (12.33%) Git (software)
2 23 (10.50%) Jenkins
3 18 (8.22%) Vagrant
3 18 (8.22%) Yeoman
4 4 (1.83%) JIRA
4 4 (1.83%) Talend Open Studio
5 3 (1.37%) JUnit
5 3 (1.37%) Maven
6 2 (0.91%) Cucumber
6 2 (0.91%) Mockito
6 2 (0.91%) TestNG
7 1 (0.46%) Gerrit
7 1 (0.46%) Hudson
7 1 (0.46%) Selenium
7 1 (0.46%) Subversion
7 1 (0.46%) Team Foundation Server
General
1 63 (28.77%) Finance
2 36 (16.44%) Retail
3 18 (8.22%) Banking
4 14 (6.39%) Telecoms
5 12 (5.48%) Manufacturing
5 12 (5.48%) Marketing
6 10 (4.57%) Games
7 6 (2.74%) Front Office
7 6 (2.74%) Investment Banking
8 4 (1.83%) Law
9 3 (1.37%) Electronics
10 2 (0.91%) Advertising
10 2 (0.91%) iGaming
10 2 (0.91%) Military
11 1 (0.46%) Back Office
Job Titles
1 51 (23.29%) Architect
2 50 (22.83%) Developer
3 49 (22.37%) Big Data Architect
3 49 (22.37%) Data Architect
4 29 (13.24%) Java Developer
5 28 (12.79%) Data Scientist
5 28 (12.79%) Hadoop Developer
6 27 (12.33%) Hadoop Architect
7 23 (10.50%) Data Engineer
8 22 (10.05%) Senior Developer
9 21 (9.59%) Big Data Engineer
9 21 (9.59%) Consultant
9 21 (9.59%) Data Consultant
10 18 (8.22%) Senior Architect
10 18 (8.22%) Senior Data Architect
10 18 (8.22%) Senior Java Developer
11 16 (7.31%) Cassandra Architect
12 14 (6.39%) Java Hadoop Developer
12 14 (6.39%) Senior Data Scientist
12 14 (6.39%) Senior Hadoop Architect
Libraries, Frameworks & Software Standards
1 45 (20.55%) Kafka
2 23 (10.50%) Natural Language Processing
3 21 (9.59%) Web Services
4 19 (8.68%) D3.js
4 19 (8.68%) Pandas
5 18 (8.22%) Cascalog
5 18 (8.22%) scikit-learn
5 18 (8.22%) SciPy
6 16 (7.31%) Spark Streaming
7 12 (5.48%) AngularJS
8 11 (5.02%) HTML
9 10 (4.57%) HTML5
10 8 (3.65%) Node.js
11 6 (2.74%) RabbitMQ
12 5 (2.28%) .NET
12 5 (2.28%) ActiveMQ
12 5 (2.28%) CSS
12 5 (2.28%) CSS3
12 5 (2.28%) Django
12 5 (2.28%) jQuery
Miscellaneous
1 55 (25.11%) Analytical Skills
2 32 (14.61%) Computer Science
3 30 (13.70%) Visualisation
4 18 (8.22%) Mathematics
5 16 (7.31%) Data Centre
6 13 (5.94%) Statistics
7 10 (4.57%) Management Information System
8 8 (3.65%) Physics
9 7 (3.20%) Algorithms
10 6 (2.74%) Derivative
10 6 (2.74%) N-Tier
11 5 (2.28%) Equities
11 5 (2.28%) Foreign Exchange (FX)
11 5 (2.28%) Market Risk
11 5 (2.28%) Wiki
12 4 (1.83%) Economics
12 4 (1.83%) Enterprise Software
13 3 (1.37%) Artificial Intelligence
13 3 (1.37%) Credit Risk
14 2 (0.91%) Reference Data
Operating Systems
1 45 (20.55%) Linux
2 7 (3.20%) Unix
3 1 (0.46%) Windows
Processes & Methodologies
1 121 (55.25%) MapReduce
2 118 (53.88%) Analytics
3 87 (39.73%) Business Intelligence
4 56 (25.57%) Data Analytics
5 53 (24.20%) Open Source
6 50 (22.83%) Agile Software Development
7 43 (19.63%) Software Engineering
8 40 (18.26%) ETL
9 38 (17.35%) Presales
10 36 (16.44%) E-Commerce
11 32 (14.61%) Machine Learning
12 31 (14.16%) Data Modelling
13 27 (12.33%) Data Visualisation
14 24 (10.96%) Business Development
14 24 (10.96%) Statistical Analysis
14 24 (10.96%) TDD
15 23 (10.50%) Continuous Integration
15 23 (10.50%) OO
16 22 (10.05%) Big Data Analytics
16 22 (10.05%) Stakeholder Management
Programming Languages
1 142 (64.84%) Java
2 110 (50.23%) Python
3 87 (39.73%) SQL
4 85 (38.81%) Scala
5 68 (31.05%) R
6 30 (13.70%) Clojure
7 27 (12.33%) Ruby
8 24 (10.96%) C++
9 23 (10.50%) Bash Shell
10 21 (9.59%) PHP
11 20 (9.13%) Perl
11 20 (9.13%) VBA
12 19 (8.68%) T-SQL
13 18 (8.22%) Cypher
14 17 (7.76%) C
15 14 (6.39%) C#
16 13 (5.94%) MATLAB
17 9 (4.11%) Shell Script
18 8 (3.65%) JavaScript
19 5 (2.28%) Haskell
Qualifications
1 24 (10.96%) PhD
2 23 (10.50%) Security Cleared
3 12 (5.48%) Degree
4 6 (2.74%) DV Cleared
5 1 (0.46%) Postgraduate
Quality Assurance & Compliance
1 3 (1.37%) Data Quality
2 1 (0.46%) IAS 39
System Software
1 61 (27.85%) HDFS
2 38 (17.35%) Apache Flume
3 18 (8.22%) Virtual Machines
3 18 (8.22%) VirtualBox
4 14 (6.39%) Apache ZooKeeper
5 5 (2.28%) Docker
6 3 (1.37%) VMware Infrastructure
7 2 (0.91%) GPFS
7 2 (0.91%) Hyper-V
8 1 (0.46%) LXC
8 1 (0.46%) Veritas Cluster Server
8 1 (0.46%) Xen
Systems Management
1 36 (16.44%) Opscode Chef
2 29 (13.24%) Hadoop YARN
2 29 (13.24%) Puppet
3 28 (12.79%) Ansible
4 17 (7.76%) Oozie
5 7 (3.20%) Mesos
6 2 (0.91%) Ambari
6 2 (0.91%) Graphite
6 2 (0.91%) Kubernetes
6 2 (0.91%) Nagios
6 2 (0.91%) Salt
6 2 (0.91%) ZABBIX
7 1 (0.46%) HAProxy
7 1 (0.46%) Tivoli
Vendors
1 20 (9.13%) Cloudera
2 16 (7.31%) Oracle
2 16 (7.31%) SaltStack
3 12 (5.48%) SAP
4 11 (5.02%) Cognos
4 11 (5.02%) Hortonworks
4 11 (5.02%) Tableau
5 8 (3.65%) Hitachi
6 6 (2.74%) MapR
6 6 (2.74%) Teradata
7 5 (2.28%) IBM
7 5 (2.28%) Informatica
7 5 (2.28%) TIBCO
8 4 (1.83%) Talend
8 4 (1.83%) VMware
9 3 (1.37%) Google
9 3 (1.37%) Microsoft
9 3 (1.37%) MicroStrategy
10 2 (0.91%) Greenplum
10 2 (0.91%) Netezza
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