Apache Pig Jobs

The following table provides summary statistics for permanent job vacancies 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 22 June 2017 with a comparison to the same period in the previous 2 years.

Apache Pig UK
Location	3 months to 22 Jun 2017	Same period 2016	Same period 2015
Rank	766	689	730
Rank change year-on-year	-77	+41
Permanent jobs citing Apache Pig	108	263	259
As % of all permanent IT jobs advertised in the UK	0.12%	0.27%	0.23%
As % of the Application Platforms category	0.67%	1.42%	1.19%
Number of salaries quoted	75	191	210
Median salary	£65,000	£65,000	£67,500
Median salary % change year-on-year	-	-3.70%
90% offered a salary of more than	£45,000	£45,000	£45,000
10% offered a salary of more than	£100,000	£95,000	£90,000
UK excluding London median salary	£55,000	£55,000	£50,000
% change year-on-year	-	+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 with a requirement for application platform skills.

Application Platform Skills UK
Permanent job vacancies with a requirement for application platform skills	16049	18458	21842
As % of all permanent IT job vacancies advertised in the UK	18.07%	18.71%	19.69%
Number of salaries quoted	13012	15698	18091
Median salary	£47,500	£45,000	£45,000
Median salary % change year-on-year	+5.55%	-
90% offered a salary of more than	£30,000	£28,000	£27,500
10% offered a salary of more than	£75,000	£70,000	£70,000
UK excluding London median salary	£42,500	£40,000	£40,000
% change year-on-year	+6.25%	-

Apache Pig
Job Vacancy Trend

The job posting trend of jobs advertised 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 the UK

Apache Pig
Salary Trend

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

Apache Pig
Salary Histogram

The salary distribution of IT jobs citing Apache Pig over the 3 months to 22 June 2017.

Salary histogram for Apache Pig in the UK

Apache Pig
Top 30 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Apache Pig within the UK 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 Permanent IT Job Ads	Median Salary Last 3 Months	Median Salary % Change on Same Period Last Year	Live Job Vacancies
England	-98	101	£66,250	-2.57%	15
London	-24	71	£70,000	-17.64%	12
North West	-28	15	£70,000	+16.66%	1
City of London	+26	12	£85,000	-	5
Manchester	-24	8	£47,500	-20.83%	1
East of England	+3	7	£56,250	-6.25%
Scotland	+13	5	£60,000	+14.28%	2
Edinburgh	-	5	£60,000	-	2
Cheshire	-	5	£80,000	-
South East	-4	4	£55,000	-8.33%	1
Essex	-	4	£56,250	-
Colchester	-	4	£56,250	-
Surrey	+13	3	£55,000	-8.33%
Staines	-18	3	£55,000	-8.33%
South West	-25	3	£45,000	-13.46%
South Wales	+11	2	£42,500	-22.72%
Cheltenham	+10	2	£45,000	-
Wales	+9	2	£42,500	-22.72%
Cardiff	+8	2	£42,500	-5.55%
Gloucestershire	-13	2	£45,000	-16.66%
Cambridgeshire	-17	2	-	-
East Midlands	+22	1	£77,500	+40.90%
Berkshire	+19	1	-	-	1
Reading	+19	1	-	-
Cambridge	-	1	-	-
Chester	-	1	£55,000	-
Norwich	-	1	-	-
Uxbridge	-	1	-	-
Canary Wharf	-	1	£62,500	-
Somerset	-	1	£32,000	-

Apache Pig
Top 30 Co-occurring IT Skills

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

1	290 (94.16%)	Hadoop
2	258 (83.77%)	Big Data
3	254 (82.47%)	Apache Hive
4	222 (72.08%)	Apache Spark
5	183 (59.42%)	Java
6	166 (53.90%)	Python
7	154 (50.00%)	Analytics
8	131 (42.53%)	MapReduce
9	124 (40.26%)	Agile Software Development
10	123 (39.94%)	HBase
11	95 (30.84%)	MongoDB
12	91 (29.55%)	HDFS
13	88 (28.57%)	NoSQL
14	83 (26.95%)	Degree
15	81 (26.30%)	SQL

16	79 (25.65%)	Finance
17	73 (23.70%)	R
18	67 (21.75%)	Oozie
18	67 (21.75%)	Kafka
19	66 (21.43%)	Analytical Skills
20	64 (20.78%)	Linux
20	64 (20.78%)	Machine Learning
21	61 (19.81%)	Java EE
22	60 (19.48%)	Oracle
22	60 (19.48%)	Sqoop
23	58 (18.83%)	Apache Flume
24	57 (18.51%)	Visualisation
24	57 (18.51%)	Business Intelligence
24	57 (18.51%)	Software Engineering
25	56 (18.18%)	Data Analytics

Apache Pig
Co-occurring IT Skills 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	222 (72.08%)	Apache Spark
2	55 (17.86%)	SAS
3	31 (10.06%)	Elasticsearch
4	27 (8.77%)	Apache
5	20 (6.49%)	JBoss
5	20 (6.49%)	Tomcat
6	18 (5.84%)	GlassFish
7	11 (3.57%)	WebLogic
8	8 (2.60%)	WebSphere
9	4 (1.30%)	Apache Geronimo
10	3 (0.97%)	Apache Solr
10	3 (0.97%)	SharePoint
11	1 (0.32%)	CMS
11	1 (0.32%)	Mule
11	1 (0.32%)	Oracle Coherence

Applications
1	21 (6.82%)	SPSS
2	6 (1.95%)	Microsoft Excel
3	5 (1.62%)	Weka
4	3 (0.97%)	S-PLUS
4	3 (0.97%)	Stata
5	1 (0.32%)	Gephi

Cloud Services
1	54 (17.53%)	Amazon AWS
2	16 (5.19%)	Microsoft Azure
3	12 (3.90%)	Amazon EMR
4	10 (3.25%)	Amazon EC2
5	8 (2.60%)	Cloud Computing
6	6 (1.95%)	Amazon S3
6	6 (1.95%)	Google Cloud Platform
7	2 (0.65%)	GitHub
7	2 (0.65%)	PaaS
8	1 (0.32%)	Amazon CloudWatch
8	1 (0.32%)	Amazon Kinesis
8	1 (0.32%)	AWS Lambda
8	1 (0.32%)	Cortana Intelligence Suite
8	1 (0.32%)	IaaS

Communications & Networking
1	7 (2.27%)	Kerberos
2	6 (1.95%)	LDAP
3	5 (1.62%)	Internet
4	3 (0.97%)	HTTP
5	2 (0.65%)	SSL
6	1 (0.32%)	DNS
6	1 (0.32%)	Firewall
6	1 (0.32%)	FTP
6	1 (0.32%)	Intranet
6	1 (0.32%)	TCP/IP
6	1 (0.32%)	tcpdump
6	1 (0.32%)	Wireshark

Database & Business Intelligence
1	290 (94.16%)	Hadoop
2	258 (83.77%)	Big Data
3	254 (82.47%)	Apache Hive
4	123 (39.94%)	HBase
5	95 (30.84%)	MongoDB
6	88 (28.57%)	NoSQL
7	60 (19.48%)	Sqoop
8	56 (18.18%)	Relational Database
9	54 (17.53%)	MySQL
10	53 (17.21%)	Impala
11	49 (15.91%)	Apache Cassandra
12	43 (13.96%)	RDBMS
13	38 (12.34%)	Data Mining
14	37 (12.01%)	SQL Server
15	35 (11.36%)	Neo4j
16	31 (10.06%)	Pentaho
17	21 (6.82%)	CouchDB
17	21 (6.82%)	Mahout
18	20 (6.49%)	Data Warehouse
19	18 (5.84%)	QlikView

Development Applications
1	23 (7.47%)	Git (software)
2	20 (6.49%)	Maven
3	18 (5.84%)	Ant
4	17 (5.52%)	Vagrant
5	14 (4.55%)	Talend Open Studio
6	13 (4.22%)	Jenkins
7	5 (1.62%)	JIRA
7	5 (1.62%)	Yeoman
8	4 (1.30%)	Gradle
8	4 (1.30%)	Team Foundation Server
9	2 (0.65%)	gulp
9	2 (0.65%)	webpack
10	1 (0.32%)	JUnit
10	1 (0.32%)	TestNG

General
1	79 (25.65%)	Finance
2	20 (6.49%)	Retail
3	18 (5.84%)	Games
4	13 (4.22%)	Banking
5	12 (3.90%)	Legal
5	12 (3.90%)	Military
6	6 (1.95%)	Investment Banking
6	6 (1.95%)	Marketing
7	5 (1.62%)	Telecoms
8	3 (0.97%)	Advertising
8	3 (0.97%)	Electronics
8	3 (0.97%)	Manufacturing
9	2 (0.65%)	Digital Economy
10	1 (0.32%)	Automotive
10	1 (0.32%)	Financial Institution

Job Titles
1	65 (21.10%)	Developer
2	51 (16.56%)	Architect
3	43 (13.96%)	Data Scientist
3	43 (13.96%)	Java Developer
4	36 (11.69%)	Data Architect
5	35 (11.36%)	Big Data Architect
5	35 (11.36%)	Consultant
6	34 (11.04%)	Data Engineer
7	23 (7.47%)	Hadoop Engineer
8	21 (6.82%)	Software Developer
9	19 (6.17%)	Data Consultant
9	19 (6.17%)	Java Software Developer
9	19 (6.17%)	Software Engineer
10	18 (5.84%)	Big Data Engineer
11	16 (5.19%)	Java Engineer
12	15 (4.87%)	Analyst
12	15 (4.87%)	Big Data Consultant
13	14 (4.55%)	Administrator
13	14 (4.55%)	Big Data Developer
13	14 (4.55%)	Hadoop Administrator

Libraries, Frameworks & Software Standards
1	67 (21.75%)	Kafka
2	61 (19.81%)	Java EE
3	50 (16.23%)	Spring
4	48 (15.58%)	Hibernate
5	37 (12.01%)	HTML
6	36 (11.69%)	Web Services
7	34 (11.04%)	CSS
8	20 (6.49%)	Apache Camel
8	20 (6.49%)	EJB
8	20 (6.49%)	Middleware
9	19 (6.17%)	Node.js
10	18 (5.84%)	Spring MVC
11	17 (5.52%)	CSS3
11	17 (5.52%)	HTML5
12	16 (5.19%)	AngularJS
13	15 (4.87%)	Ajax
13	15 (4.87%)	Natural Language Processing
14	14 (4.55%)	.NET
14	14 (4.55%)	J2EE
14	14 (4.55%)	jQuery

Miscellaneous
1	66 (21.43%)	Analytical Skills
2	46 (14.94%)	Computer Science
3	31 (10.06%)	Algorithms
4	18 (5.84%)	PKI
5	16 (5.19%)	Greenfield Project
6	15 (4.87%)	Enterprise Software
7	13 (4.22%)	Virtual Team
8	12 (3.90%)	Data Structures
9	6 (1.95%)	Fintech
10	5 (1.62%)	Clustering
10	5 (1.62%)	Cyber Attack
10	5 (1.62%)	Data Centre
10	5 (1.62%)	Management Information System
11	4 (1.30%)	Mobile App
12	3 (0.97%)	Credit Risk
13	2 (0.65%)	Grid Computing
13	2 (0.65%)	Hybrid Cloud
13	2 (0.65%)	Smartphone
14	1 (0.32%)	Cybercrime
14	1 (0.32%)	User Experience

Operating Systems
1	64 (20.78%)	Linux
2	25 (8.12%)	Unix
3	10 (3.25%)	Android
3	10 (3.25%)	Apple iOS
4	5 (1.62%)	Windows
5	2 (0.65%)	Solaris

Processes & Methodologies
1	154 (50.00%)	Analytics
2	131 (42.53%)	MapReduce
3	124 (40.26%)	Agile Software Development
4	64 (20.78%)	Machine Learning
5	57 (18.51%)	Business Intelligence
5	57 (18.51%)	Software Engineering
5	57 (18.51%)	Visualisation
6	56 (18.18%)	Data Analytics
7	46 (14.94%)	Open Source
8	42 (13.64%)	ETL
9	39 (12.66%)	DevOps
10	36 (11.69%)	Scrum
11	34 (11.04%)	Data Analysis
12	30 (9.74%)	Mentoring
13	29 (9.42%)	SDLC
14	27 (8.77%)	Data Management
15	26 (8.44%)	E-Commerce
16	25 (8.12%)	Business Analytics
16	25 (8.12%)	Line Management
17	24 (7.79%)	Big Data Analytics

Programming Languages
1	183 (59.42%)	Java
2	166 (53.90%)	Python
3	81 (26.30%)	SQL
4	73 (23.70%)	R
5	51 (16.56%)	JavaScript
6	49 (15.91%)	Scala
7	47 (15.26%)	C#
8	39 (12.66%)	C
9	34 (11.04%)	Perl
10	30 (9.74%)	Ruby
11	24 (7.79%)	C++
12	23 (7.47%)	PL/SQL
13	19 (6.17%)	T-SQL
14	13 (4.22%)	MATLAB
15	9 (2.92%)	Objective-C
15	9 (2.92%)	PHP
16	8 (2.60%)	Bash Shell
17	5 (1.62%)	Clojure
17	5 (1.62%)	Cypher
17	5 (1.62%)	VBA

Qualifications
1	83 (26.95%)	Degree
2	33 (10.71%)	Security Cleared
3	27 (8.77%)	DV Cleared
4	23 (7.47%)	Numerate Degree
4	23 (7.47%)	PhD
5	14 (4.55%)	Master's Degree
6	7 (2.27%)	Computer Science Degree
6	7 (2.27%)	SC Cleared
7	2 (0.65%)	CISSP
8	1 (0.32%)	AWS Certification
8	1 (0.32%)	CCNA
8	1 (0.32%)	Cisco Certification
8	1 (0.32%)	CISM
8	1 (0.32%)	GIAC
8	1 (0.32%)	Linux+ Certification
8	1 (0.32%)	MCSE
8	1 (0.32%)	Microsoft Certification
8	1 (0.32%)	Network+ Certification
8	1 (0.32%)	SANS
8	1 (0.32%)	SSCP

Quality Assurance & Compliance
1	10 (3.25%)	Data Quality
2	4 (1.30%)	GCP
3	2 (0.65%)	SLA
4	1 (0.32%)	GDPR
4	1 (0.32%)	QA
4	1 (0.32%)	Sarbanes-Oxley

System Software
1	91 (29.55%)	HDFS
2	58 (18.83%)	Apache Flume
3	22 (7.14%)	Docker
3	22 (7.14%)	Hyper-V
3	22 (7.14%)	VMware Infrastructure
4	6 (1.95%)	Apache ZooKeeper
5	5 (1.62%)	Virtual Machines
5	5 (1.62%)	VirtualBox
6	2 (0.65%)	Active Directory
6	2 (0.65%)	Oracle RAC
7	1 (0.32%)	Cronacle

Systems Management
1	67 (21.75%)	Oozie
2	30 (9.74%)	Ambari
3	19 (6.17%)	Ansible
4	9 (2.92%)	Hadoop YARN
5	8 (2.60%)	Puppet
6	7 (2.27%)	Opscode Chef
7	5 (1.62%)	Mesos
7	5 (1.62%)	Terraform
8	3 (0.97%)	Kubernetes
9	1 (0.32%)	Control-M
9	1 (0.32%)	Docker Swarm
9	1 (0.32%)	Ganglia
9	1 (0.32%)	Kibana
9	1 (0.32%)	Nagios
9	1 (0.32%)	QRadar
9	1 (0.32%)	Tivoli

Vendors
1	60 (19.48%)	Oracle
2	44 (14.29%)	Tableau
3	35 (11.36%)	Hortonworks
4	25 (8.12%)	Cloudera
5	22 (7.14%)	VMware
6	20 (6.49%)	TIBCO
7	14 (4.55%)	Talend
7	14 (4.55%)	Teradata
8	10 (3.25%)	Informatica
8	10 (3.25%)	MapR
9	9 (2.92%)	Microsoft
10	7 (2.27%)	Cognos
11	6 (1.95%)	Alteryx
11	6 (1.95%)	Netezza
11	6 (1.95%)	SAP
12	5 (1.62%)	Ab Initio
12	5 (1.62%)	Google
12	5 (1.62%)	RapidMiner
12	5 (1.62%)	Splunk
12	5 (1.62%)	Vertica