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 6 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
6 May 2016
Same period 2015 Same period 2014
Apache Pig
Rank 660 711 844
Rank change year-on-year
+51 +133
Permanent jobs citing Apache Pig 267 223 130
As % of all permanent IT jobs located in England 0.28% 0.22% 0.12%
As % of the Application Platforms category 1.34% 1.03% 0.55%
Number of salaries quoted 173 177 106
Median salary £65,000 £70,000 £56,250
Median salary % change year-on-year
-7.14% +24.44%
90% offered a salary of more than £43,500 £45,000 £35,000
10% offered a salary of more than £94,800 £93,250 £92,500
UK excluding London median salary £57,500 £52,500 £55,000
% change year-on-year
+9.52% -4.54%
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
19885 21691 23699
As % of all permanent IT jobs located in England 20.72% 21.04% 21.18%
Number of salaries quoted 17188 18125 19730
Median salary £45,000 £45,000 £42,500
Median salary % change year-on-year
- +5.88%
90% offered a salary of more than £27,500 £27,500 £27,500
10% offered a salary of more than £70,000 £65,000 £68,500
UK excluding London median salary £40,000 £40,000 £40,000

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 6 May 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 6 May 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 +20 161 £75,000 - 20
South East +29 43 £57,500 +9.52% 2
South West +10 21 £54,000 -40.00%
West Midlands +2 20 £57,500 +76.92% 2
Yorkshire +15 11 £60,000 +100.00% 1
East Midlands +15 3 £55,000 -26.66% 1
East of England +26 2 £60,000 +50.00%
North West +11 2 - - 2
Apache Pig
UK

Apache Pig
Top 30 Related IT Skills in England

For the 6 months to 6 May 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.

1 509 (98.45%) Hadoop
2 483 (93.42%) Apache Hive
3 465 (89.94%) Big Data
4 335 (64.80%) Java
5 296 (57.25%) SQL
6 271 (52.42%) Apache Spark
7 257 (49.71%) Python
8 253 (48.94%) MapReduce
9 202 (39.07%) Business Intelligence
10 195 (37.72%) Analytics
11 168 (32.50%) Linux
12 162 (31.33%) HBase
13 148 (28.63%) MongoDB
14 146 (28.24%) NoSQL
15 139 (26.89%) Open Source
16 136 (26.31%) Scala
17 134 (25.92%) HDFS
18 129 (24.95%) Agile Software Development
19 127 (24.56%) Apache Cassandra
20 124 (23.98%) Impala
21 121 (23.40%) R
22 120 (23.21%) ETL
23 113 (21.86%) Degree
24 111 (21.47%) Apache Flume
25 110 (21.28%) Apache
26 107 (20.70%) Data Mining
27 106 (20.50%) Finance
28 102 (19.73%) PostgreSQL
29 101 (19.54%) Machine Learning
30 100 (19.34%) Data Warehouse

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
1 271 (52.42%) Apache Spark
2 110 (21.28%) Apache
3 53 (10.25%) SAS
4 33 (6.38%) Elasticsearch
5 23 (4.45%) Tomcat
6 19 (3.68%) Node.js
7 17 (3.29%) JBoss
8 14 (2.71%) Apache Solr
9 13 (2.51%) WebLogic
10 12 (2.32%) Oracle Application Server
10 12 (2.32%) WebSphere
10 12 (2.32%) WebSphere Application Server
11 5 (0.97%) GlassFish
12 2 (0.39%) Confluence
12 2 (0.39%) OpenStack
13 1 (0.19%) nginx
Applications
1 10 (1.93%) SPSS
2 7 (1.35%) MS Excel
3 6 (1.16%) Mathematica
4 5 (0.97%) Weka
Business Applications
1 10 (1.93%) Odoo
2 7 (1.35%) SAP Oil and Gas
3 5 (0.97%) Payment Gateway
Cloud Services
1 40 (7.74%) Amazon AWS
2 22 (4.26%) Amazon EMR
3 21 (4.06%) Amazon S3
4 20 (3.87%) Amazon EC2
5 9 (1.74%) Microsoft Azure
6 5 (0.97%) Heroku
6 5 (0.97%) IaaS
6 5 (0.97%) iPaaS
6 5 (0.97%) PaaS
7 4 (0.77%) SaaS
8 3 (0.58%) Google Cloud Platform
9 2 (0.39%) Cloud Computing
10 1 (0.19%) Amazon ELB
10 1 (0.19%) Azure Machine Learning
Communications & Networking
1 31 (6.00%) TCP/IP
2 30 (5.80%) Firewall
3 12 (2.32%) Internet
4 8 (1.55%) HTTP
5 6 (1.16%) Kerberos
6 5 (0.97%) OpenLDAP
6 5 (0.97%) Wi-Fi
7 2 (0.39%) Network Security
8 1 (0.19%) DNS
8 1 (0.19%) LDAP
8 1 (0.19%) SSH
8 1 (0.19%) VPN
Database & Business Intelligence
1 509 (98.45%) Hadoop
2 483 (93.42%) Apache Hive
3 465 (89.94%) Big Data
4 162 (31.33%) HBase
5 148 (28.63%) MongoDB
6 146 (28.24%) NoSQL
7 127 (24.56%) Apache Cassandra
8 124 (23.98%) Impala
9 107 (20.70%) Data Mining
10 102 (19.73%) PostgreSQL
11 100 (19.34%) Data Warehouse
12 91 (17.60%) Sqoop
13 80 (15.47%) SQL Server
14 65 (12.57%) Neo4j
15 59 (11.41%) Relational Database
16 53 (10.25%) Mahout
17 48 (9.28%) MySQL
18 35 (6.77%) QlikView
19 25 (4.84%) Amazon DynamoDB
20 24 (4.64%) Amazon Redshift
Development Applications
1 70 (13.54%) Git (software)
2 40 (7.74%) Jenkins
3 19 (3.68%) Talend Open Studio
4 18 (3.48%) Subversion
4 18 (3.48%) Vagrant
4 18 (3.48%) Yeoman
5 17 (3.29%) Maven
6 11 (2.13%) JUnit
7 10 (1.93%) JIRA
8 6 (1.16%) Mockito
9 5 (0.97%) Gerrit
9 5 (0.97%) Selenium
10 3 (0.58%) Bugzilla
10 3 (0.58%) Hudson
11 1 (0.19%) Cucumber
11 1 (0.19%) Gradle
11 1 (0.19%) SoapUI
11 1 (0.19%) Team Foundation Server
11 1 (0.19%) TeamCity
11 1 (0.19%) TestNG
General
1 106 (20.50%) Finance
2 57 (11.03%) Retail
3 52 (10.06%) Telecoms
4 44 (8.51%) Banking
5 19 (3.68%) Games
6 14 (2.71%) Marketing
7 12 (2.32%) Manufacturing
8 10 (1.93%) Investment Banking
9 8 (1.55%) Pharmaceutical
10 7 (1.35%) Legal
11 6 (1.16%) Law
12 5 (0.97%) Financial Institution
13 4 (0.77%) Automotive
14 3 (0.58%) Advertising
14 3 (0.58%) Front Office
15 2 (0.39%) Aerospace
16 1 (0.19%) Billing
16 1 (0.19%) Corporate Banking
16 1 (0.19%) French Language
16 1 (0.19%) Publishing
Job Titles
1 120 (23.21%) Developer
2 85 (16.44%) Data Scientist
3 62 (11.99%) Administrator
4 61 (11.80%) Architect
5 59 (11.41%) Hadoop Administrator
6 44 (8.51%) Data Engineer
7 43 (8.32%) Data Architect
8 42 (8.12%) Big Data Architect
9 39 (7.54%) Big Data Engineer
9 39 (7.54%) Hadoop Engineer
10 38 (7.35%) Big Data Developer
10 38 (7.35%) Hadoop Developer
11 35 (6.77%) Java Developer
12 34 (6.58%) Consultant
12 34 (6.58%) Software Engineer
13 27 (5.22%) Hadoop Architect
14 24 (4.64%) Java Engineer
15 23 (4.45%) Analyst
16 19 (3.68%) Senior Data Scientist
17 18 (3.48%) Java Hadoop Developer
Libraries, Frameworks & Software Standards
1 63 (12.19%) Kafka
2 52 (10.06%) LAPP Stack
3 51 (9.86%) Java EE
4 45 (8.70%) jQuery
5 36 (6.96%) Web Services
6 33 (6.38%) Natural Language Processing
7 32 (6.19%) XML
8 31 (6.00%) D3.js
8 31 (6.00%) REST
9 30 (5.80%) AngularJS
10 28 (5.42%) Apache Camel
10 28 (5.42%) STL
11 27 (5.22%) Ajax
11 27 (5.22%) HTML
12 25 (4.84%) scikit-learn
12 25 (4.84%) Spark Streaming
13 23 (4.45%) HTML5
13 23 (4.45%) OSGi
13 23 (4.45%) SciPy
14 21 (4.06%) Pandas
Miscellaneous
1 92 (17.79%) Analytical Skills
2 78 (15.09%) Computer Science
3 55 (10.64%) Visualisation
4 47 (9.09%) Statistics
5 44 (8.51%) Algorithms
6 40 (7.74%) Mathematics
7 35 (6.77%) Cybercrime
8 28 (5.42%) Management Information System
9 23 (4.45%) DataPower
10 22 (4.26%) Artificial Intelligence
11 13 (2.51%) Fintech
12 12 (2.32%) Applied Mathematics
13 10 (1.93%) Physics
14 9 (1.74%) Clustering
14 9 (1.74%) Wiki
15 8 (1.55%) Data Integration
15 8 (1.55%) Digital Media
15 8 (1.55%) Life Science
16 6 (1.16%) Data Structures
16 6 (1.16%) Economics
Operating Systems
1 168 (32.50%) Linux
2 42 (8.12%) Unix
3 37 (7.16%) Apple iOS
4 36 (6.96%) Android
5 16 (3.09%) Windows
6 12 (2.32%) Red Hat Enterprise Linux
7 4 (0.77%) Windows Server
Processes & Methodologies
1 253 (48.94%) MapReduce
2 202 (39.07%) Business Intelligence
3 195 (37.72%) Analytics
4 139 (26.89%) Open Source
5 129 (24.95%) Agile Software Development
6 120 (23.21%) ETL
7 101 (19.54%) Machine Learning
8 86 (16.63%) Data Management
9 84 (16.25%) Software Engineering
10 81 (15.67%) Performance Tuning
11 79 (15.28%) Data Analytics
12 68 (13.15%) TDD
13 64 (12.38%) OO
14 53 (10.25%) Data Analysis
15 50 (9.67%) Cybersecurity
16 48 (9.28%) Multithreading
17 43 (8.32%) Data Visualisation
18 42 (8.12%) E-Commerce
19 35 (6.77%) Data Modelling
19 35 (6.77%) SOA
Programming Languages
1 335 (64.80%) Java
2 296 (57.25%) SQL
3 257 (49.71%) Python
4 136 (26.31%) Scala
5 121 (23.40%) R
6 79 (15.28%) Shell Script
7 75 (14.51%) C++
8 71 (13.73%) C
9 59 (11.41%) JavaScript
10 52 (10.06%) C#
11 51 (9.86%) Ruby
12 49 (9.48%) T-SQL
13 42 (8.12%) MATLAB
14 41 (7.93%) Perl
15 29 (5.61%) Bash Shell
16 27 (5.22%) Clojure
16 27 (5.22%) Objective-C
17 26 (5.03%) Groovy
18 22 (4.26%) VBA
19 15 (2.90%) PHP
Qualifications
1 113 (21.86%) Degree
2 57 (11.03%) Security Cleared
3 50 (9.67%) PhD
4 36 (6.96%) CISSP
5 30 (5.80%) CCNA
5 30 (5.80%) Cisco Certification
5 30 (5.80%) GIAC
5 30 (5.80%) Linux+ Certification
5 30 (5.80%) MCSE
5 30 (5.80%) Microsoft Certification
5 30 (5.80%) SANS
5 30 (5.80%) SSCP
6 22 (4.26%) Network+ Certification
7 16 (3.09%) DV Cleared
8 10 (1.93%) Sun Certification
9 6 (1.16%) CISM
9 6 (1.16%) CRISC
10 5 (0.97%) SC Cleared
11 2 (0.39%) CompTIA Security+
11 2 (0.39%) Security+ Certification
Quality Assurance & Compliance
1 16 (3.09%) Data Quality
2 5 (0.97%) ISAE 3402
2 5 (0.97%) ISO/IEC 27001
2 5 (0.97%) SSAE 16
3 3 (0.58%) SLA
4 1 (0.19%) QA
System Software
1 134 (25.92%) HDFS
2 111 (21.47%) Apache Flume
3 26 (5.03%) Apache ZooKeeper
4 18 (3.48%) VirtualBox
5 9 (1.74%) Veritas Cluster Server
6 4 (0.77%) Docker
7 2 (0.39%) VMware Infrastructure
8 1 (0.19%) KVM
8 1 (0.19%) LXC
8 1 (0.19%) Xen
Systems Management
1 98 (18.96%) Oozie
2 76 (14.70%) Hadoop YARN
3 33 (6.38%) Puppet
4 24 (4.64%) Opscode Chef
5 22 (4.26%) Ambari
6 20 (3.87%) Ansible
7 9 (1.74%) Mesos
8 2 (0.39%) Kubernetes
8 2 (0.39%) Nagios
9 1 (0.19%) Cacti
9 1 (0.19%) EMC NetWorker
9 1 (0.19%) HAProxy
9 1 (0.19%) logstash
9 1 (0.19%) ZABBIX
Vendors
1 95 (18.38%) Hortonworks
2 90 (17.41%) Cloudera
3 72 (13.93%) Oracle
4 69 (13.35%) MapR
5 47 (9.09%) Tableau
6 31 (6.00%) Teradata
7 26 (5.03%) IBM
8 22 (4.26%) Informatica
9 19 (3.68%) Talend
10 13 (2.51%) SAP
11 12 (2.32%) Red Hat
11 12 (2.32%) TIBCO
12 11 (2.13%) Netezza
13 10 (1.93%) Sun
14 9 (1.74%) Ab Initio
15 8 (1.55%) Cognos
15 8 (1.55%) Google
15 8 (1.55%) SaltStack
16 6 (1.16%) Splunk
17 5 (0.97%) Vertica
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