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

3 months to
3 Dec 2016
Same period 2015 Same period 2014
Apache Pig
Rank 619 667 787
Rank change year-on-year
+48 +120
Permanent jobs citing Apache Pig 239 268 174
As % of all permanent IT jobs located in England 0.29% 0.27% 0.16%
As % of the Application Platforms category 1.57% 1.41% 0.78%
Number of salaries quoted 183 233 137
Median salary £56,000 £70,000 £62,500
Median salary % change year-on-year
-20.00% +12.00%
90% offered a salary of more than £35,400 £45,000 £45,450
10% offered a salary of more than £79,500 £85,000 £87,500
UK excluding London median salary £50,000 £50,000 £62,500
% change year-on-year
- -20.00%
Apache Pig
UK

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

Application Platforms Category
England
Permanent IT job ads with a match in the
Application Platforms category
15179 18972 22215
As % of all permanent IT jobs located in England 18.10% 18.87% 20.59%
Number of salaries quoted 12771 15964 18713
Median salary £47,500 £45,000 £42,500
Median salary % change year-on-year
+5.55% +5.88%
90% offered a salary of more than £28,500 £28,000 £27,500
10% offered a salary of more than £72,500 £65,000 £70,000
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

Apache Pig
Jobs Demand Trend in England

The demand trend of job ads across the England 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 England

Apache Pig
Salary Trend in England

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

Apache Pig Salary Trend in England

Apache Pig
Salary Histogram in England

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

Apache Pig Salary Histogram in England

Apache Pig
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Apache Pig within the England region over the 3 months to 3 December 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
London -5 101 £67,500 -10.00% 20
South West +53 59 £47,000 -37.33% 2
North West 0 28 £57,000 -12.30% 3
South East +75 26 £52,500 +5.00% 1
West Midlands -15 12 £63,750 +10.86%
North East - 7 £45,000 - 1
East of England +1 3 £50,000 - 3
Yorkshire +10 1 £67,500 +42.10%
Apache Pig
UK

Apache Pig
Top 30 Related IT Skills in England

For the 6 months to 3 December 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 England region with a requirement for Apache Pig.

1 437 (98.65%) Hadoop
2 414 (93.45%) Apache Hive
3 365 (82.39%) Java
4 360 (81.26%) Big Data
5 267 (60.27%) Apache Spark
6 236 (53.27%) Python
7 200 (45.15%) Analytics
8 168 (37.92%) MapReduce
9 152 (34.31%) HBase
10 144 (32.51%) Linux
11 141 (31.83%) MongoDB
12 136 (30.70%) SQL
13 134 (30.25%) Business Intelligence
13 134 (30.25%) Software Engineering
14 131 (29.57%) Agile Software Development
15 121 (27.31%) Scala
16 119 (26.86%) NoSQL
17 114 (25.73%) Security Cleared
18 107 (24.15%) C
18 107 (24.15%) C++
19 106 (23.93%) Data Analytics
20 98 (22.12%) Oozie
21 97 (21.90%) HDFS
22 96 (21.67%) Apache Cassandra
22 96 (21.67%) R
23 95 (21.44%) Open Source
24 93 (20.99%) Relational Database
25 92 (20.77%) Scrum
25 92 (20.77%) Java EE
26 91 (20.54%) C#

Apache Pig
Top Related IT Skills in England 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
1 267 (60.27%) Apache Spark
2 68 (15.35%) Elasticsearch
3 65 (14.67%) Apache
4 64 (14.45%) SAS
5 19 (4.29%) WebLogic
6 14 (3.16%) Apache Solr
7 10 (2.26%) Confluence
8 5 (1.13%) JBoss
9 2 (0.45%) OpenStack
Applications
1 39 (8.80%) SPSS
2 2 (0.45%) CPLEX
3 1 (0.23%) Gephi
3 1 (0.23%) MS Excel
3 1 (0.23%) S-PLUS
3 1 (0.23%) Stata
Business Applications
1 11 (2.48%) SAP Oil and Gas
2 2 (0.45%) FastStats
3 1 (0.23%) Dynamics NAV
Cloud Services
1 79 (17.83%) Amazon AWS
2 25 (5.64%) Amazon EMR
3 24 (5.42%) Amazon EC2
4 18 (4.06%) Amazon S3
5 15 (3.39%) Cloud Computing
6 11 (2.48%) Microsoft Azure
7 8 (1.81%) Google Cloud Platform
8 7 (1.58%) GitHub
9 6 (1.35%) Google Analytics
10 3 (0.68%) SaaS
11 2 (0.45%) AWS Lambda
11 2 (0.45%) iTunes
12 1 (0.23%) Google Compute Engine
Communications & Networking
1 24 (5.42%) Kerberos
2 20 (4.51%) Firewall
2 20 (4.51%) TCP/IP
3 19 (4.29%) HTTP
4 8 (1.81%) Internet
4 8 (1.81%) SSL
5 3 (0.68%) LDAP
6 1 (0.23%) DNS
6 1 (0.23%) FTP
6 1 (0.23%) Network Security
6 1 (0.23%) tcpdump
6 1 (0.23%) Wireshark
Database & Business Intelligence
1 437 (98.65%) Hadoop
2 414 (93.45%) Apache Hive
3 360 (81.26%) Big Data
4 152 (34.31%) HBase
5 141 (31.83%) MongoDB
6 119 (26.86%) NoSQL
7 96 (21.67%) Apache Cassandra
8 93 (20.99%) Relational Database
9 68 (15.35%) MySQL
10 66 (14.90%) RDBMS
11 55 (12.42%) SQL Server
12 50 (11.29%) Impala
13 48 (10.84%) Data Warehouse
14 46 (10.38%) Apache Accumulo
15 45 (10.16%) Neo4j
16 42 (9.48%) Sqoop
17 39 (8.80%) Data Mining
18 36 (8.13%) PostgreSQL
19 31 (7.00%) Pentaho
20 25 (5.64%) Mahout
Development Applications
1 48 (10.84%) Vagrant
2 39 (8.80%) Git (software)
3 29 (6.55%) JIRA
4 20 (4.51%) Jenkins
5 18 (4.06%) Talend Open Studio
6 13 (2.93%) Yeoman
7 10 (2.26%) git-flow
7 10 (2.26%) Subversion
8 8 (1.81%) Atlassian Bamboo
8 8 (1.81%) Bitbucket
8 8 (1.81%) CodeSonar
8 8 (1.81%) Robot Framework
8 8 (1.81%) Selenium
9 7 (1.58%) Cucumber
10 5 (1.13%) Team Foundation Server
11 1 (0.23%) Grunt
11 1 (0.23%) gulp
11 1 (0.23%) Hudson
11 1 (0.23%) JUnit
11 1 (0.23%) TestNG
General
1 90 (20.32%) Finance
2 34 (7.67%) Retail
3 32 (7.22%) Telecoms
4 24 (5.42%) Military
5 22 (4.97%) Games
6 20 (4.51%) Manufacturing
7 18 (4.06%) Banking
8 14 (3.16%) Marketing
9 6 (1.35%) Electronics
10 5 (1.13%) Front Office
10 5 (1.13%) Investment Banking
11 3 (0.68%) Advertising
12 2 (0.45%) Automotive
13 1 (0.23%) Back Office
Job Titles
1 89 (20.09%) Developer
2 85 (19.19%) Software Engineer
3 70 (15.80%) Architect
4 60 (13.54%) Java Engineer
5 57 (12.87%) Data Scientist
6 54 (12.19%) Data Architect
7 52 (11.74%) Big Data Architect
8 46 (10.38%) Hadoop Developer
9 37 (8.35%) Big Data Engineer
9 37 (8.35%) Data Engineer
10 36 (8.13%) Consultant
10 36 (8.13%) Lead Software Engineer
11 32 (7.22%) Java Developer
12 31 (7.00%) Senior Developer
13 28 (6.32%) Data Consultant
14 25 (5.64%) Administrator
14 25 (5.64%) Hadoop Administrator
14 25 (5.64%) Java Software Engineer
15 24 (5.42%) Big Data Developer
16 20 (4.51%) Senior Java Engineer
Libraries, Frameworks & Software Standards
1 92 (20.77%) Java EE
2 60 (13.54%) Spring
3 58 (13.09%) Hibernate
4 48 (10.84%) Node.js
5 46 (10.38%) HTML
6 45 (10.16%) AngularJS
6 45 (10.16%) Apache Camel
7 44 (9.93%) HTML5
8 43 (9.71%) jQuery
9 40 (9.03%) CSS
10 39 (8.80%) CSS3
10 39 (8.80%) Middleware
10 39 (8.80%) STL
11 35 (7.90%) Kafka
12 34 (7.67%) Web Services
13 30 (6.77%) LAMP
14 26 (5.87%) .NET
15 24 (5.42%) J2EE
16 19 (4.29%) EJB
16 19 (4.29%) Spark Streaming
Miscellaneous
1 75 (16.93%) Analytical Skills
2 73 (16.48%) Visualisation
3 59 (13.32%) Computer Science
4 28 (6.32%) PKI
5 19 (4.29%) Mathematics
6 17 (3.84%) Management Information System
7 13 (2.93%) Cyber Attack
7 13 (2.93%) Cybercrime
8 12 (2.71%) Algorithms
8 12 (2.71%) Statistics
9 10 (2.26%) Wiki
10 8 (1.81%) Credit Risk
10 8 (1.81%) Data Centre
11 7 (1.58%) Cyberthreat
11 7 (1.58%) Physics
12 6 (1.35%) DataPower
13 5 (1.13%) Data Integration
13 5 (1.13%) Derivative
13 5 (1.13%) Economics
13 5 (1.13%) Market Risk
Operating Systems
1 144 (32.51%) Linux
2 39 (8.80%) Android
2 39 (8.80%) Apple iOS
3 13 (2.93%) Unix
4 10 (2.26%) Windows
5 8 (1.81%) Mac OS X
6 3 (0.68%) CentOS
6 3 (0.68%) Debian
6 3 (0.68%) Red Hat Enterprise Linux
6 3 (0.68%) Ubuntu
Processes & Methodologies
1 200 (45.15%) Analytics
2 168 (37.92%) MapReduce
3 134 (30.25%) Business Intelligence
3 134 (30.25%) Software Engineering
4 131 (29.57%) Agile Software Development
5 106 (23.93%) Data Analytics
6 95 (21.44%) Open Source
7 92 (20.77%) Scrum
8 77 (17.38%) ETL
9 67 (15.12%) Cybersecurity
10 57 (12.87%) Machine Learning
11 53 (11.96%) DevOps
12 51 (11.51%) Data Modelling
13 50 (11.29%) Time Management
14 47 (10.61%) Multithreading
15 41 (9.26%) User Stories
16 40 (9.03%) Data Management
17 36 (8.13%) SDLC
18 34 (7.67%) Big Data Analytics
18 34 (7.67%) Mentoring
Programming Languages
1 365 (82.39%) Java
2 236 (53.27%) Python
3 136 (30.70%) SQL
4 121 (27.31%) Scala
5 107 (24.15%) C
5 107 (24.15%) C++
6 96 (21.67%) R
7 91 (20.54%) C#
8 73 (16.48%) JavaScript
9 54 (12.19%) Ruby
10 53 (11.96%) Perl
11 42 (9.48%) Shell Script
12 39 (8.80%) Objective-C
13 34 (7.67%) MATLAB
14 27 (6.09%) Bash Shell
15 25 (5.64%) PHP
16 24 (5.42%) Clojure
17 15 (3.39%) PowerShell
18 13 (2.93%) Cypher
18 13 (2.93%) VBA
Qualifications
1 114 (25.73%) Security Cleared
2 77 (17.38%) Degree
3 74 (16.70%) DV Cleared
4 42 (9.48%) PhD
5 26 (5.87%) SC Cleared
6 22 (4.97%) CISSP
7 20 (4.51%) CCNA
7 20 (4.51%) Cisco Certification
7 20 (4.51%) GIAC
7 20 (4.51%) Linux+ Certification
7 20 (4.51%) MCSE
7 20 (4.51%) Microsoft Certification
7 20 (4.51%) Network+ Certification
7 20 (4.51%) SANS
7 20 (4.51%) SSCP
8 8 (1.81%) CompTIA Security+
8 8 (1.81%) Security+ Certification
9 1 (0.23%) CISA
9 1 (0.23%) CISM
9 1 (0.23%) MBA
Quality Assurance & Compliance
1 10 (2.26%) Data Quality
2 2 (0.45%) IAS 39
3 1 (0.23%) QA
System Software
1 97 (21.90%) HDFS
2 81 (18.28%) Apache Flume
3 42 (9.48%) Docker
4 39 (8.80%) Hyper-V
4 39 (8.80%) VMware Infrastructure
5 17 (3.84%) Apache ZooKeeper
6 13 (2.93%) Virtual Machines
6 13 (2.93%) VirtualBox
7 8 (1.81%) vSphere
8 2 (0.45%) GPFS
9 1 (0.23%) Active Directory
Systems Management
1 98 (22.12%) Oozie
2 60 (13.54%) Hadoop YARN
3 48 (10.84%) Ansible
4 40 (9.03%) Puppet
5 35 (7.90%) Opscode Chef
6 10 (2.26%) Salt
7 3 (0.68%) Ambari
8 2 (0.45%) Graphite
8 2 (0.45%) Mesos
8 2 (0.45%) Nagios
8 2 (0.45%) Tivoli
8 2 (0.45%) ZABBIX
9 1 (0.23%) Kubernetes
9 1 (0.23%) QRadar
Vendors
1 79 (17.83%) Oracle
2 43 (9.71%) Cloudera
3 39 (8.80%) VMware
4 34 (7.67%) Tableau
5 32 (7.22%) Hortonworks
6 29 (6.55%) SAP
7 19 (4.29%) MapR
8 18 (4.06%) Talend
9 17 (3.84%) TIBCO
10 16 (3.61%) Cognos
11 14 (3.16%) Microsoft
12 12 (2.71%) SaltStack
13 10 (2.26%) Google
14 8 (1.81%) Hitachi
14 8 (1.81%) Teradata
15 5 (1.13%) Informatica
16 4 (0.90%) IBM
16 4 (0.90%) Splunk
17 3 (0.68%) MicroStrategy
17 3 (0.68%) Vertica
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Salary: From £40,000 to £50,000 per annum
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Salary: £60000 - £80000 per annum + Bonus, Pension, Life, Gym, + More
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