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

3 months to
26 Aug 2016
Same period 2015 Same period 2014
Apache Pig
Rank 686 678 812
Rank change year-on-year
-8 +134
Permanent jobs citing Apache Pig 206 266 131
As % of all permanent IT jobs located in England 0.22% 0.26% 0.12%
As % of the Application Platforms category 1.24% 1.40% 0.59%
Number of salaries quoted 163 213 121
Median salary £60,000 £70,000 £66,000
Median salary % change year-on-year
-14.28% +6.06%
90% offered a salary of more than £45,000 £45,500 £40,000
10% offered a salary of more than £92,500 £90,000 £80,000
UK excluding London median salary £52,500 £60,000 £80,000
% change year-on-year
-12.50% -25.00%
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
16614 19001 22034
As % of all permanent IT jobs located in England 18.11% 18.60% 20.13%
Number of salaries quoted 14264 15877 17996
Median salary £45,000 £45,000 £44,000
Median salary % change year-on-year
- +2.27%
90% offered a salary of more than £28,000 £27,500 £27,500
10% offered a salary of more than £70,000 £66,000 £70,000
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 26 August 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 26 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
London -25 103 £85,000 +13.33% 15
South West +51 55 £50,000 -23.07% 2
South East +37 34 £60,000 +9.09% 4
West Midlands - 6 £50,000 -
East of England +16 3 £72,500 -11.04%
Yorkshire +13 2 £61,250 +36.11% 1
North West +6 2 £60,000 -
East Midlands +7 1 £50,000 -33.33%
Apache Pig
UK

Apache Pig
Top 30 Related IT Skills in England

For the 6 months to 26 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 England region with a requirement for Apache Pig.

1 460 (98.29%) Hadoop
2 432 (92.31%) Apache Hive
3 406 (86.75%) Big Data
4 332 (70.94%) Java
5 267 (57.05%) Python
6 250 (53.42%) Apache Spark
6 250 (53.42%) MapReduce
7 219 (46.79%) SQL
8 195 (41.67%) Analytics
9 173 (36.97%) HBase
10 154 (32.91%) Business Intelligence
11 149 (31.84%) NoSQL
12 141 (30.13%) Scala
13 137 (29.27%) Apache Cassandra
14 135 (28.85%) MongoDB
15 134 (28.63%) Open Source
16 130 (27.78%) R
17 125 (26.71%) Linux
18 122 (26.07%) HDFS
19 114 (24.36%) Apache Flume
19 114 (24.36%) Agile Software Development
20 112 (23.93%) Data Analytics
21 103 (22.01%) Analytical Skills
22 102 (21.79%) Software Engineering
23 100 (21.37%) ETL
24 98 (20.94%) Impala
25 92 (19.66%) Finance
25 92 (19.66%) Data Mining
26 90 (19.23%) Machine Learning
27 89 (19.02%) Oozie

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
1 250 (53.42%) Apache Spark
2 83 (17.74%) Apache
3 74 (15.81%) SAS
4 41 (8.76%) Elasticsearch
5 17 (3.63%) Apache Solr
6 11 (2.35%) WebLogic
7 10 (2.14%) Confluence
8 5 (1.07%) JBoss
9 1 (0.21%) nginx
9 1 (0.21%) Tomcat
Applications
1 33 (7.05%) SPSS
2 6 (1.28%) MS Excel
3 2 (0.43%) CPLEX
Business Applications
1 18 (3.85%) SAP Oil and Gas
2 3 (0.64%) Dynamics NAV
2 3 (0.64%) Odoo
Cloud Services
1 56 (11.97%) Amazon AWS
2 33 (7.05%) Amazon EMR
3 32 (6.84%) Amazon EC2
4 25 (5.34%) Amazon S3
5 7 (1.50%) Cloud Computing
6 5 (1.07%) Microsoft Azure
7 3 (0.64%) Google Cloud Platform
7 3 (0.64%) SaaS
8 2 (0.43%) iTunes
9 1 (0.21%) Amazon ELB
Communications & Networking
1 21 (4.49%) HTTP
2 12 (2.56%) TCP/IP
3 10 (2.14%) Firewall
4 9 (1.92%) Internet
5 3 (0.64%) Kerberos
5 3 (0.64%) SSL
6 2 (0.43%) LDAP
7 1 (0.21%) DNS
7 1 (0.21%) SSH
7 1 (0.21%) VPN
Database & Business Intelligence
1 460 (98.29%) Hadoop
2 432 (92.31%) Apache Hive
3 406 (86.75%) Big Data
4 173 (36.97%) HBase
5 149 (31.84%) NoSQL
6 137 (29.27%) Apache Cassandra
7 135 (28.85%) MongoDB
8 98 (20.94%) Impala
9 92 (19.66%) Data Mining
10 85 (18.16%) PostgreSQL
11 81 (17.31%) Relational Database
12 71 (15.17%) Data Warehouse
12 71 (15.17%) SQL Server
13 59 (12.61%) Neo4j
14 56 (11.97%) Sqoop
15 45 (9.62%) Mahout
16 39 (8.33%) QlikView
17 37 (7.91%) MySQL
18 32 (6.84%) Amazon Redshift
19 29 (6.20%) RDBMS
Development Applications
1 60 (12.82%) Git (software)
2 32 (6.84%) Vagrant
3 31 (6.62%) Jenkins
4 24 (5.13%) Yeoman
5 20 (4.27%) JIRA
6 17 (3.63%) Subversion
7 8 (1.71%) Talend Open Studio
8 5 (1.07%) Maven
8 5 (1.07%) Selenium
9 4 (0.85%) JUnit
10 3 (0.64%) Atlassian Bamboo
10 3 (0.64%) Bitbucket
10 3 (0.64%) CodeSonar
10 3 (0.64%) git-flow
10 3 (0.64%) Robot Framework
10 3 (0.64%) Team Foundation Server
11 2 (0.43%) Cucumber
11 2 (0.43%) Gerrit
11 2 (0.43%) Mockito
11 2 (0.43%) TestNG
General
1 92 (19.66%) Finance
2 45 (9.62%) Retail
3 31 (6.62%) Telecoms
4 27 (5.77%) Banking
5 19 (4.06%) Games
5 19 (4.06%) Manufacturing
6 12 (2.56%) Marketing
7 8 (1.71%) Pharmaceutical
8 7 (1.50%) Legal
9 5 (1.07%) Advertising
10 4 (0.85%) Investment Banking
10 4 (0.85%) Law
11 3 (0.64%) Front Office
12 2 (0.43%) Automotive
12 2 (0.43%) Electronics
12 2 (0.43%) iGaming
13 1 (0.21%) Back Office
Job Titles
1 123 (26.28%) Developer
2 79 (16.88%) Data Scientist
3 61 (13.03%) Architect
4 57 (12.18%) Big Data Architect
4 57 (12.18%) Data Architect
5 56 (11.97%) Hadoop Developer
6 47 (10.04%) Big Data Engineer
7 46 (9.83%) Data Engineer
8 45 (9.62%) Software Engineer
9 43 (9.19%) Consultant
10 41 (8.76%) Senior Developer
11 36 (7.69%) Big Data Developer
11 36 (7.69%) Hadoop Architect
12 34 (7.26%) Java Developer
13 29 (6.20%) Java Engineer
14 28 (5.98%) Data Consultant
15 27 (5.77%) Administrator
15 27 (5.77%) Hadoop Administrator
16 25 (5.34%) Analyst
17 24 (5.13%) Data Analyst
Libraries, Frameworks & Software Standards
1 74 (15.81%) Kafka
2 40 (8.55%) Natural Language Processing
3 32 (6.84%) Spark Streaming
4 31 (6.62%) D3.js
5 30 (6.41%) Java EE
6 26 (5.56%) LAPP Stack
6 26 (5.56%) scikit-learn
7 25 (5.34%) Pandas
7 25 (5.34%) SciPy
8 24 (5.13%) Cascalog
9 22 (4.70%) STL
10 21 (4.49%) XML
11 20 (4.27%) Spring
12 19 (4.06%) JSON
13 18 (3.85%) J2EE
13 18 (3.85%) Node.js
13 18 (3.85%) Web Services
14 17 (3.63%) Hibernate
14 17 (3.63%) HTML
15 16 (3.42%) HTML5
Miscellaneous
1 103 (22.01%) Analytical Skills
2 75 (16.03%) Visualisation
3 68 (14.53%) Computer Science
4 28 (5.98%) Management Information System
5 26 (5.56%) Mathematics
6 24 (5.13%) Statistics
7 20 (4.27%) Algorithms
8 16 (3.42%) Data Centre
9 15 (3.21%) Wiki
10 13 (2.78%) Artificial Intelligence
10 13 (2.78%) Cybercrime
11 10 (2.14%) Physics
12 8 (1.71%) Data Integration
12 8 (1.71%) Economics
12 8 (1.71%) Neural Network
13 7 (1.50%) Data Structures
13 7 (1.50%) Enterprise Software
13 7 (1.50%) Smart Energy
13 7 (1.50%) Virtual Team
14 6 (1.28%) Cyber Attack
Operating Systems
1 125 (26.71%) Linux
2 22 (4.70%) Android
3 21 (4.49%) Apple iOS
4 20 (4.27%) Unix
5 7 (1.50%) Windows
6 3 (0.64%) Mac OS X
7 1 (0.21%) Red Hat Enterprise Linux
Processes & Methodologies
1 250 (53.42%) MapReduce
2 195 (41.67%) Analytics
3 154 (32.91%) Business Intelligence
4 134 (28.63%) Open Source
5 114 (24.36%) Agile Software Development
6 112 (23.93%) Data Analytics
7 102 (21.79%) Software Engineering
8 100 (21.37%) ETL
9 90 (19.23%) Machine Learning
10 66 (14.10%) Data Analysis
11 60 (12.82%) Data Visualisation
12 54 (11.54%) Data Management
13 48 (10.26%) Scrum
14 44 (9.40%) Big Data Analytics
14 44 (9.40%) E-Commerce
14 44 (9.40%) Performance Tuning
15 41 (8.76%) Cybersecurity
15 41 (8.76%) OO
15 41 (8.76%) TDD
16 40 (8.55%) User Stories
Programming Languages
1 332 (70.94%) Java
2 267 (57.05%) Python
3 219 (46.79%) SQL
4 141 (30.13%) Scala
5 130 (27.78%) R
6 87 (18.59%) C++
7 78 (16.67%) Shell Script
8 68 (14.53%) C
9 56 (11.97%) JavaScript
10 49 (10.47%) MATLAB
11 45 (9.62%) C#
12 42 (8.97%) Ruby
13 36 (7.69%) Clojure
14 32 (6.84%) Bash Shell
15 31 (6.62%) T-SQL
16 30 (6.41%) Perl
16 30 (6.41%) VBA
17 25 (5.34%) PHP
18 24 (5.13%) Cypher
19 21 (4.49%) Objective-C
Qualifications
1 84 (17.95%) Security Cleared
2 82 (17.52%) Degree
3 56 (11.97%) PhD
4 41 (8.76%) DV Cleared
5 20 (4.27%) SC Cleared
6 18 (3.85%) CISSP
7 10 (2.14%) CCNA
7 10 (2.14%) Cisco Certification
7 10 (2.14%) GIAC
7 10 (2.14%) Linux+ Certification
7 10 (2.14%) MCSE
7 10 (2.14%) Microsoft Certification
7 10 (2.14%) Network+ Certification
7 10 (2.14%) SANS
7 10 (2.14%) SSCP
8 8 (1.71%) CISM
8 8 (1.71%) CRISC
9 3 (0.64%) CompTIA Security+
9 3 (0.64%) Security+ Certification
10 1 (0.21%) PRINCE2 Certification
Quality Assurance & Compliance
1 7 (1.50%) ISAE 3402
1 7 (1.50%) ISO/IEC 27001
1 7 (1.50%) SSAE 16
2 4 (0.85%) Data Quality
2 4 (0.85%) QA
System Software
1 122 (26.07%) HDFS
2 114 (24.36%) Apache Flume
3 27 (5.77%) Apache ZooKeeper
4 24 (5.13%) Virtual Machines
4 24 (5.13%) VirtualBox
5 16 (3.42%) Docker
6 6 (1.28%) VMware Infrastructure
7 5 (1.07%) Hyper-V
8 3 (0.64%) Veritas Cluster Server
8 3 (0.64%) vSphere
9 2 (0.43%) GPFS
10 1 (0.21%) LXC
10 1 (0.21%) Xen
Systems Management
1 89 (19.02%) Oozie
2 81 (17.31%) Hadoop YARN
3 35 (7.48%) Ansible
4 33 (7.05%) Puppet
5 32 (6.84%) Opscode Chef
6 8 (1.71%) Mesos
7 7 (1.50%) Ambari
8 5 (1.07%) Salt
9 3 (0.64%) Kubernetes
10 2 (0.43%) Graphite
10 2 (0.43%) Nagios
10 2 (0.43%) ZABBIX
11 1 (0.21%) HAProxy
Vendors
1 70 (14.96%) Cloudera
2 64 (13.68%) Oracle
3 60 (12.82%) Hortonworks
4 50 (10.68%) MapR
5 47 (10.04%) Tableau
6 39 (8.33%) SAP
7 20 (4.27%) TIBCO
8 15 (3.21%) SaltStack
9 14 (2.99%) Informatica
10 10 (2.14%) Cognos
10 10 (2.14%) Microsoft
10 10 (2.14%) Teradata
11 8 (1.71%) IBM
11 8 (1.71%) Talend
12 7 (1.50%) VMware
13 5 (1.07%) BT
13 5 (1.07%) Cognizant
13 5 (1.07%) Hitachi
13 5 (1.07%) Netezza
14 4 (0.85%) Greenplum
Staines
Centrica
Salary: Package circa: £60,000 (depending on experience)
Posted: 19 hours ago
London
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Salary: From £85,000 to £95,000 per annum
Posted: Yesterday
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Provide Consulting Ltd
Posted: Yesterday
Somerset
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York, North Yorkshire
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Salary: £40000 - £45000 per annum
Posted: Yesterday
Hampshire
Executive Recruitment Services (ERS)
Salary: £45000 - £75000 per annum
Posted: Yesterday
London
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Salary: £50000.00 - £85000.00 per annum + bonus + benefits
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ANSON MCCADE
Salary: Up to £95,000 + package
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Parallel Consulting
Salary: £120000 - £130000 per annum
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London
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Salary: £80000 per annum + competitive
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Salary: £53000.00 - £55000.00 per annum + Benefits
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