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 23 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
23 Aug 2016
Same period 2015 Same period 2014
Apache Pig
Rank 527 494 574
Rank change year-on-year
-33 +80
Permanent jobs citing Apache Pig 102 178 109
As % of all permanent IT jobs located in London 0.26% 0.41% 0.23%
As % of the Application Platforms category 1.38% 2.13% 1.12%
Number of salaries quoted 82 145 101
Median salary £85,000 £75,000 £65,000
Median salary % change year-on-year
+13.33% +15.38%
90% offered a salary of more than £52,750 £50,000 £40,000
10% offered a salary of more than £114,500 £90,000 £80,000
UK excluding London median salary £54,000 £60,000 £80,000
% change year-on-year
-10.00% -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
7412 8361 9700
As % of all permanent IT jobs located in London 18.76% 19.11% 20.71%
Number of salaries quoted 6478 7026 8242
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 £34,000 £32,000 £32,500
10% offered a salary of more than £80,000 £72,500 £75,100
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 23 August 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 23 August 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
Twickenham - 9 £60,000 -
City of London +26 6 £85,000 +7.93% 6
Apache Pig
England

Apache Pig
Top 30 Related IT Skills in London

For the 6 months to 23 August 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.

1 237 (96.34%) Hadoop
2 229 (93.09%) Apache Hive
3 227 (92.28%) Big Data
4 146 (59.35%) Java
5 138 (56.10%) MapReduce
6 129 (52.44%) Apache Spark
7 128 (52.03%) Python
8 116 (47.15%) SQL
8 116 (47.15%) Analytics
9 92 (37.40%) HBase
9 92 (37.40%) Business Intelligence
10 89 (36.18%) Apache Cassandra
11 88 (35.77%) Scala
12 86 (34.96%) NoSQL
13 69 (28.05%) HDFS
14 68 (27.64%) MongoDB
15 65 (26.42%) R
16 63 (25.61%) Open Source
16 63 (25.61%) Finance
17 61 (24.80%) Data Analytics
18 56 (22.76%) Analytical Skills
19 55 (22.36%) Data Warehouse
20 54 (21.95%) Data Mining
20 54 (21.95%) Agile Software Development
21 52 (21.14%) Amazon AWS
22 51 (20.73%) Linux
23 49 (19.92%) Impala
23 49 (19.92%) Kafka
24 46 (18.70%) Software Engineering
25 44 (17.89%) Retail

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
1 129 (52.44%) Apache Spark
2 40 (16.26%) Apache
3 27 (10.98%) Elasticsearch
4 22 (8.94%) SAS
5 17 (6.91%) Apache Solr
6 5 (2.03%) JBoss
7 3 (1.22%) Confluence
8 1 (0.41%) nginx
8 1 (0.41%) Tomcat
Applications
1 10 (4.07%) SPSS
2 2 (0.81%) CPLEX
3 1 (0.41%) MS Excel
Business Applications
1 3 (1.22%) Odoo
2 2 (0.81%) SAP Oil and Gas
Cloud Services
1 52 (21.14%) Amazon AWS
2 30 (12.20%) Amazon EMR
3 29 (11.79%) Amazon EC2
4 24 (9.76%) Amazon S3
5 5 (2.03%) Cloud Computing
6 4 (1.63%) Microsoft Azure
7 2 (0.81%) iTunes
8 1 (0.41%) Amazon ELB
8 1 (0.41%) Google Cloud Platform
8 1 (0.41%) SaaS
Communications & Networking
1 20 (8.13%) HTTP
2 9 (3.66%) Internet
3 2 (0.81%) Kerberos
3 2 (0.81%) TCP/IP
4 1 (0.41%) DNS
4 1 (0.41%) LDAP
4 1 (0.41%) Network Security
4 1 (0.41%) SSH
4 1 (0.41%) VPN
Database & Business Intelligence
1 237 (96.34%) Hadoop
2 229 (93.09%) Apache Hive
3 227 (92.28%) Big Data
4 92 (37.40%) HBase
5 89 (36.18%) Apache Cassandra
6 86 (34.96%) NoSQL
7 68 (27.64%) MongoDB
8 55 (22.36%) Data Warehouse
9 54 (21.95%) Data Mining
10 49 (19.92%) Impala
11 43 (17.48%) PostgreSQL
12 40 (16.26%) Mahout
13 36 (14.63%) Neo4j
13 36 (14.63%) Relational Database
14 30 (12.20%) Sqoop
15 19 (7.72%) SQL Server
16 18 (7.32%) Voldemort
17 15 (6.10%) DataStax
18 10 (4.07%) Apache Accumulo
18 10 (4.07%) Pentaho
Development Applications
1 39 (15.85%) Git (software)
2 29 (11.79%) Jenkins
3 23 (9.35%) Vagrant
3 23 (9.35%) Yeoman
4 4 (1.63%) JIRA
4 4 (1.63%) JUnit
4 4 (1.63%) Maven
4 4 (1.63%) Talend Open Studio
5 2 (0.81%) Cucumber
5 2 (0.81%) Gerrit
5 2 (0.81%) Mockito
5 2 (0.81%) Selenium
5 2 (0.81%) TestNG
General
1 63 (25.61%) Finance
2 44 (17.89%) Retail
3 21 (8.54%) Banking
4 20 (8.13%) Telecoms
5 14 (5.69%) Manufacturing
6 10 (4.07%) Games
7 9 (3.66%) Marketing
8 4 (1.63%) Investment Banking
8 4 (1.63%) Law
9 3 (1.22%) Advertising
10 2 (0.81%) Electronics
10 2 (0.81%) Front Office
10 2 (0.81%) iGaming
11 1 (0.41%) Back Office
Job Titles
1 51 (20.73%) Developer
2 49 (19.92%) Architect
3 48 (19.51%) Big Data Architect
3 48 (19.51%) Data Architect
4 36 (14.63%) Data Scientist
5 30 (12.20%) Hadoop Architect
5 30 (12.20%) Hadoop Developer
6 29 (11.79%) Data Engineer
7 28 (11.38%) Java Developer
8 26 (10.57%) Big Data Engineer
8 26 (10.57%) Consultant
8 26 (10.57%) Data Consultant
9 19 (7.72%) Big Data Developer
10 18 (7.32%) Senior Developer
11 17 (6.91%) Hadoop Engineer
11 17 (6.91%) Java Hadoop Developer
12 15 (6.10%) Cassandra Architect
12 15 (6.10%) Senior Architect
12 15 (6.10%) Senior Data Architect
12 15 (6.10%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 49 (19.92%) Kafka
2 28 (11.38%) Natural Language Processing
3 27 (10.98%) scikit-learn
4 25 (10.16%) D3.js
5 24 (9.76%) Pandas
5 24 (9.76%) SciPy
6 23 (9.35%) Cascalog
7 16 (6.50%) Web Services
8 15 (6.10%) Spark Streaming
9 10 (4.07%) AngularJS
10 9 (3.66%) Node.js
11 8 (3.25%) HTML
12 7 (2.85%) HTML5
12 7 (2.85%) jQuery
12 7 (2.85%) LAPP Stack
13 6 (2.44%) Django
14 5 (2.03%) .NET
14 5 (2.03%) ActiveMQ
14 5 (2.03%) JMS
14 5 (2.03%) RabbitMQ
Miscellaneous
1 56 (22.76%) Analytical Skills
2 35 (14.23%) Computer Science
3 33 (13.41%) Visualisation
4 16 (6.50%) Data Centre
5 15 (6.10%) Mathematics
6 13 (5.28%) Statistics
7 10 (4.07%) Management Information System
8 9 (3.66%) Algorithms
8 9 (3.66%) Wiki
9 8 (3.25%) Physics
10 6 (2.44%) N-Tier
11 4 (1.63%) Clustering
11 4 (1.63%) Enterprise Software
12 3 (1.22%) Applied Mathematics
12 3 (1.22%) Artificial Intelligence
12 3 (1.22%) Data Integration
12 3 (1.22%) Economics
12 3 (1.22%) Fintech
13 2 (0.81%) Derivative
13 2 (0.81%) Neural Network
Operating Systems
1 51 (20.73%) Linux
2 11 (4.47%) Unix
3 3 (1.22%) Windows
4 2 (0.81%) Windows Server
5 1 (0.41%) Red Hat Enterprise Linux
Processes & Methodologies
1 138 (56.10%) MapReduce
2 116 (47.15%) Analytics
3 92 (37.40%) Business Intelligence
4 63 (25.61%) Open Source
5 61 (24.80%) Data Analytics
6 54 (21.95%) Agile Software Development
7 46 (18.70%) Software Engineering
8 44 (17.89%) ETL
9 41 (16.67%) E-Commerce
10 40 (16.26%) Machine Learning
11 39 (15.85%) Presales
12 35 (14.23%) TDD
13 34 (13.82%) OO
14 32 (13.01%) Data Visualisation
15 28 (11.38%) Data Munging
15 28 (11.38%) Statistical Analysis
16 27 (10.98%) Continuous Integration
17 25 (10.16%) Performance Tuning
17 25 (10.16%) Time Series Analysis
17 25 (10.16%) Unit Testing
Programming Languages
1 146 (59.35%) Java
2 128 (52.03%) Python
3 116 (47.15%) SQL
4 88 (35.77%) Scala
5 65 (26.42%) R
6 35 (14.23%) Clojure
7 28 (11.38%) T-SQL
8 27 (10.98%) Bash Shell
8 27 (10.98%) Ruby
9 26 (10.57%) VBA
10 25 (10.16%) C++
11 23 (9.35%) Cypher
12 19 (7.72%) Shell Script
13 17 (6.91%) C
14 15 (6.10%) MATLAB
14 15 (6.10%) PHP
15 13 (5.28%) JavaScript
15 13 (5.28%) Perl
16 12 (4.88%) C#
17 3 (1.22%) Groovy
Qualifications
1 31 (12.60%) PhD
2 22 (8.94%) Security Cleared
3 20 (8.13%) Degree
4 7 (2.85%) DV Cleared
5 1 (0.41%) Postgraduate
Quality Assurance & Compliance
1 1 (0.41%) Data Quality
System Software
1 69 (28.05%) HDFS
2 44 (17.89%) Apache Flume
3 23 (9.35%) Virtual Machines
3 23 (9.35%) VirtualBox
4 17 (6.91%) Apache ZooKeeper
5 5 (2.03%) Docker
6 4 (1.63%) Veritas Cluster Server
7 1 (0.41%) GPFS
7 1 (0.41%) LXC
7 1 (0.41%) VMware Infrastructure
7 1 (0.41%) Xen
Systems Management
1 40 (16.26%) Hadoop YARN
2 30 (12.20%) Puppet
3 29 (11.79%) Opscode Chef
4 27 (10.98%) Ansible
5 25 (10.16%) Oozie
6 8 (3.25%) Mesos
7 5 (2.03%) Ambari
8 3 (1.22%) Kubernetes
9 2 (0.81%) Graphite
9 2 (0.81%) Nagios
9 2 (0.81%) Salt
9 2 (0.81%) ZABBIX
10 1 (0.41%) HAProxy
Vendors
1 30 (12.20%) Cloudera
2 18 (7.32%) Hortonworks
3 17 (6.91%) Oracle
4 15 (6.10%) SaltStack
5 12 (4.88%) Tableau
6 11 (4.47%) MapR
7 10 (4.07%) SAP
8 9 (3.66%) Cognos
9 7 (2.85%) IBM
10 5 (2.03%) Informatica
10 5 (2.03%) Teradata
10 5 (2.03%) TIBCO
11 4 (1.63%) Hitachi
11 4 (1.63%) Talend
12 3 (1.22%) Greenplum
13 2 (0.81%) Apple
13 2 (0.81%) Cognizant
13 2 (0.81%) MicroStrategy
13 2 (0.81%) Vertica
13 2 (0.81%) VMware
City, London
Parallel Consulting
Salary: £120000 - £130000 per annum
Posted: 7 hours ago
London
Computer Futures
Salary: £80000 per annum + competitive
Posted: 7 days ago
City, London
McGregor Boyall
Salary: £85000 - £100000 per annum + Benefits
Posted: 4 days ago
London
Accenture
Posted: 6 days ago
London
Computer Futures
Salary: £60000 - £95000 per annum + competitive
Posted: 21 days ago
London
Client Server
Salary: £85k to £100k + benefits
Posted: 21 days ago