Apache Pig Jobs in London

The following table provides summary statistics for permanent job vacancies advertised in London with a requirement for Apache Pig skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Apache Pig over the 3 months to 25 June 2017 with a comparison to the same period in the previous 2 years.

Apache Pig England / London
Location	3 months to 25 Jun 2017	Same period 2016	Same period 2015
Rank	542	511	518
Rank change year-on-year	-31	+7
Permanent jobs citing Apache Pig	70	125	163
As % of all permanent IT jobs advertised in London	0.19%	0.32%	0.36%
As % of the Application Platforms category	1.01%	1.65%	1.78%
Number of salaries quoted	51	93	137
Median salary	£70,000	£85,000	£75,000
Median salary % change year-on-year	-17.64%	+13.33%
90% offered a salary of more than	£55,000	£52,500	£57,500
10% offered a salary of more than	£105,000	£115,000	£90,000
UK excluding London median salary	£53,750	£55,000	£50,000
% change year-on-year	-2.27%	+10.00%

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

Application Platform Skills London
Permanent job vacancies with a requirement for application platform skills	6905	7562	9138
As % of all permanent IT job vacancies advertised in London	19.02%	19.16%	20.41%
Number of salaries quoted	5513	6660	7727
Median salary	£57,500	£55,000	£52,500
Median salary % change year-on-year	+4.54%	+4.76%
90% offered a salary of more than	£35,000	£32,500	£34,000
10% offered a salary of more than	£80,000	£75,000	£75,000
UK excluding London median salary	£42,500	£40,000	£40,000
% change year-on-year	+6.25%	-

Apache Pig
Job Vacancy Trend in London

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

Job vacancy trend for Apache Pig 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 in London.

Apache Pig
Salary Histogram in London

The salary distribution of IT jobs citing Apache Pig in London over the 3 months to 25 June 2017.

Salary histogram for Apache Pig 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 25 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 Permanent IT Job Ads	Median Salary Last 3 Months	Median Salary % Change on Same Period Last Year	Live Job Vacancies
City of London	+35	12	£85,000	-	4
Uxbridge	-	1	-	-
Canary Wharf	-	1	£62,500	-
Apache Pig England

Apache Pig
Top 30 Co-occurring IT Skills in London

For the 6 months to 25 June 2017, 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	144 (91.72%)	Hadoop
2	140 (89.17%)	Big Data
3	127 (80.89%)	Apache Hive
4	117 (74.52%)	Apache Spark
5	100 (63.69%)	Python
6	95 (60.51%)	MapReduce
7	87 (55.41%)	Analytics
8	85 (54.14%)	HBase
9	84 (53.50%)	Java
10	61 (38.85%)	HDFS
11	57 (36.31%)	Finance
12	54 (34.39%)	Agile Software Development
12	54 (34.39%)	Apache Flume
13	49 (31.21%)	MongoDB
14	47 (29.94%)	Amazon AWS

14	47 (29.94%)	Analytical Skills
15	45 (28.66%)	Kafka
15	45 (28.66%)	R
15	45 (28.66%)	Linux
16	44 (28.03%)	Oozie
17	43 (27.39%)	Sqoop
17	43 (27.39%)	NoSQL
18	42 (26.75%)	Business Intelligence
19	38 (24.20%)	Apache Cassandra
20	36 (22.93%)	SQL
21	35 (22.29%)	SAS
22	33 (21.02%)	Scala
23	32 (20.38%)	Neo4j
24	31 (19.75%)	Impala
25	30 (19.11%)	Machine Learning

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
Applications
Cloud Services
Communications & Networking
Database & Business Intelligence
Development Applications
General
Job Titles
Libraries, Frameworks & Software Standards
Miscellaneous
Operating Systems
Processes & Methodologies
Programming Languages
Qualifications
Quality Assurance & Compliance
System Software
Systems Management
Vendors

Application Platforms
1	117 (74.52%)	Apache Spark
2	35 (22.29%)	SAS
3	16 (10.19%)	Apache
4	5 (3.18%)	Elasticsearch
4	5 (3.18%)	WebSphere
5	3 (1.91%)	JBoss
5	3 (1.91%)	Tomcat
6	2 (1.27%)	Apache Solr
6	2 (1.27%)	WebLogic
7	1 (0.64%)	Apache Geronimo
7	1 (0.64%)	CMS
7	1 (0.64%)	GlassFish
7	1 (0.64%)	Mule

Applications
1	18 (11.46%)	SPSS
2	6 (3.82%)	Microsoft Excel
3	2 (1.27%)	Weka
4	1 (0.64%)	Gephi

Cloud Services
1	47 (29.94%)	Amazon AWS
2	14 (8.92%)	Microsoft Azure
3	12 (7.64%)	Amazon EMR
4	9 (5.73%)	Amazon EC2
5	5 (3.18%)	Amazon S3
5	5 (3.18%)	Cloud Computing
5	5 (3.18%)	Google Cloud Platform
6	2 (1.27%)	GitHub
7	1 (0.64%)	Amazon Kinesis
7	1 (0.64%)	Cortana Intelligence Suite
7	1 (0.64%)	PaaS

Communications & Networking
1	6 (3.82%)	LDAP
2	5 (3.18%)	Kerberos
3	3 (1.91%)	HTTP
4	2 (1.27%)	Internet
4	2 (1.27%)	SSL
5	1 (0.64%)	DNS
5	1 (0.64%)	FTP
5	1 (0.64%)	Intranet
5	1 (0.64%)	tcpdump
5	1 (0.64%)	Wireshark

Database & Business Intelligence
1	144 (91.72%)	Hadoop
2	140 (89.17%)	Big Data
3	127 (80.89%)	Apache Hive
4	85 (54.14%)	HBase
5	49 (31.21%)	MongoDB
6	43 (27.39%)	NoSQL
6	43 (27.39%)	Sqoop
7	38 (24.20%)	Apache Cassandra
8	32 (20.38%)	Neo4j
9	31 (19.75%)	Impala
10	30 (19.11%)	Pentaho
11	25 (15.92%)	Relational Database
12	21 (13.38%)	Data Mining
13	16 (10.19%)	Mahout
14	12 (7.64%)	RDBMS
15	11 (7.01%)	Data Warehouse
16	9 (5.73%)	PostgreSQL
16	9 (5.73%)	SQL Server
17	8 (5.10%)	QlikView
18	7 (4.46%)	MySQL

Development Applications
1	10 (6.37%)	Jenkins
2	8 (5.10%)	Git (software)
3	7 (4.46%)	Talend Open Studio
3	7 (4.46%)	Vagrant
4	5 (3.18%)	Yeoman
5	2 (1.27%)	gulp
5	2 (1.27%)	Maven
5	2 (1.27%)	webpack
6	1 (0.64%)	Ant
6	1 (0.64%)	Gradle

General
1	57 (36.31%)	Finance
2	19 (12.10%)	Retail
3	13 (8.28%)	Banking
4	6 (3.82%)	Investment Banking
4	6 (3.82%)	Marketing
5	4 (2.55%)	Games
5	4 (2.55%)	Telecoms
6	3 (1.91%)	Manufacturing
7	2 (1.27%)	Advertising
7	2 (1.27%)	Digital Economy

Job Titles
1	35 (22.29%)	Architect
2	30 (19.11%)	Big Data Architect
2	30 (19.11%)	Data Architect
3	26 (16.56%)	Data Scientist
4	19 (12.10%)	Developer
5	18 (11.46%)	Consultant
5	18 (11.46%)	Hadoop Engineer
6	17 (10.83%)	Data Consultant
7	14 (8.92%)	Data Engineer
8	13 (8.28%)	Big Data Consultant
8	13 (8.28%)	Big Data Developer
9	12 (7.64%)	Administrator
9	12 (7.64%)	E-Commerce Director
9	12 (7.64%)	Hadoop Administrator
9	12 (7.64%)	Technology Director
10	11 (7.01%)	Big Data Engineer
11	9 (5.73%)	Data Administrator
12	8 (5.10%)	Hadoop Architect
12	8 (5.10%)	Linux Administrator
13	6 (3.82%)	Senior Architect

Libraries, Frameworks & Software Standards
1	45 (28.66%)	Kafka
2	30 (19.11%)	Web Services
3	14 (8.92%)	.NET
4	11 (7.01%)	Natural Language Processing
5	9 (5.73%)	Java EE
6	8 (5.10%)	D3.js
6	8 (5.10%)	scikit-learn
6	8 (5.10%)	XML
7	6 (3.82%)	JSON
8	5 (3.18%)	Cascalog
8	5 (3.18%)	Node.js
8	5 (3.18%)	Pandas
8	5 (3.18%)	Regular Expression
8	5 (3.18%)	SciPy
9	4 (2.55%)	REST
9	4 (2.55%)	SPNEGO
10	3 (1.91%)	HTML
10	3 (1.91%)	J2EE
10	3 (1.91%)	JSP
10	3 (1.91%)	Spring

Miscellaneous
1	47 (29.94%)	Analytical Skills
2	26 (16.56%)	Algorithms
3	14 (8.92%)	Computer Science
4	13 (8.28%)	Virtual Team
5	7 (4.46%)	Data Structures
6	5 (3.18%)	Clustering
7	4 (2.55%)	Fintech
8	3 (1.91%)	Credit Risk
8	3 (1.91%)	Greenfield Project
9	2 (1.27%)	Data Centre
9	2 (1.27%)	Mobile App
10	1 (0.64%)	Internet of Things
10	1 (0.64%)	Replication
10	1 (0.64%)	Robotics
10	1 (0.64%)	Taxonomies

Operating Systems
1	45 (28.66%)	Linux
2	19 (12.10%)	Unix
3	4 (2.55%)	Windows
4	2 (1.27%)	Solaris

Processes & Methodologies
1	95 (60.51%)	MapReduce
2	87 (55.41%)	Analytics
3	54 (34.39%)	Agile Software Development
4	42 (26.75%)	Business Intelligence
5	30 (19.11%)	Machine Learning
6	25 (15.92%)	Data Analytics
7	24 (15.29%)	ETL
7	24 (15.29%)	Open Source
8	22 (14.01%)	Data Management
8	22 (14.01%)	Technical Architecture
8	22 (14.01%)	Use Case
8	22 (14.01%)	Visualisation
9	20 (12.74%)	E-Commerce
10	18 (11.46%)	Stakeholder Management
11	17 (10.83%)	DevOps
11	17 (10.83%)	Requirements Analysis
12	15 (9.55%)	Data Analysis
12	15 (9.55%)	Statistics
12	15 (9.55%)	Waterfall
13	13 (8.28%)	Data Modelling

Programming Languages
1	100 (63.69%)	Python
2	84 (53.50%)	Java
3	45 (28.66%)	R
4	36 (22.93%)	SQL
5	33 (21.02%)	Scala
6	12 (7.64%)	Perl
7	10 (6.37%)	C#
8	7 (4.46%)	Bash Shell
8	7 (4.46%)	PHP
9	6 (3.82%)	Ruby
10	5 (3.18%)	C++
10	5 (3.18%)	Clojure
10	5 (3.18%)	Cypher
10	5 (3.18%)	VBA
11	4 (2.55%)	JavaScript
11	4 (2.55%)	MATLAB
12	2 (1.27%)	C
12	2 (1.27%)	ES6
12	2 (1.27%)	PL/SQL
13	1 (0.64%)	T-SQL

Qualifications
1	23 (14.65%)	Degree
2	17 (10.83%)	PhD
3	2 (1.27%)	Computer Science Degree
3	2 (1.27%)	Master's Degree
3	2 (1.27%)	Numerate Degree
3	2 (1.27%)	SC Cleared
3	2 (1.27%)	Security Cleared
4	1 (0.64%)	AWS Certification
4	1 (0.64%)	CISM
4	1 (0.64%)	CISSP

Quality Assurance & Compliance
1	6 (3.82%)	Data Quality
2	4 (2.55%)	GCP
3	1 (0.64%)	GDPR
3	1 (0.64%)	Sarbanes-Oxley

System Software
1	61 (38.85%)	HDFS
2	54 (34.39%)	Apache Flume
3	10 (6.37%)	Docker
4	5 (3.18%)	Virtual Machines
4	5 (3.18%)	VirtualBox
5	2 (1.27%)	Active Directory
5	2 (1.27%)	Apache ZooKeeper
6	1 (0.64%)	Cronacle

Systems Management
1	44 (28.03%)	Oozie
2	10 (6.37%)	Ambari
3	9 (5.73%)	Ansible
4	8 (5.10%)	Puppet
5	6 (3.82%)	Opscode Chef
6	5 (3.18%)	Terraform
7	4 (2.55%)	Mesos
8	3 (1.91%)	Hadoop YARN
9	2 (1.27%)	Kubernetes
10	1 (0.64%)	Control-M
10	1 (0.64%)	Ganglia
10	1 (0.64%)	Kibana
10	1 (0.64%)	Nagios
10	1 (0.64%)	QRadar
10	1 (0.64%)	Tivoli

Vendors
1	30 (19.11%)	Hortonworks
1	30 (19.11%)	Tableau
2	20 (12.74%)	TIBCO
3	17 (10.83%)	Cloudera
4	13 (8.28%)	Teradata
5	10 (6.37%)	Informatica
6	8 (5.10%)	MapR
6	8 (5.10%)	Oracle
7	7 (4.46%)	Talend
8	5 (3.18%)	Ab Initio
8	5 (3.18%)	Cognos
8	5 (3.18%)	Google
8	5 (3.18%)	Netezza
8	5 (3.18%)	RapidMiner
9	4 (2.55%)	Greenplum
9	4 (2.55%)	Microsoft
9	4 (2.55%)	MicroStrategy
9	4 (2.55%)	Vertica
10	3 (1.91%)	Alteryx
10	3 (1.91%)	MuleSoft