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

3 months to
26 Sep 2016
Same period 2015 Same period 2014
Apache Pig
Rank 680 642 832
Rank change year-on-year
-38 +190
Permanent jobs citing Apache Pig 207 291 117
As % of all permanent IT jobs located in England 0.23% 0.29% 0.11%
As % of the Application Platforms category 1.28% 1.58% 0.55%
Number of salaries quoted 163 237 101
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 £43,000 £45,500 £43,500
10% offered a salary of more than £92,000 £85,000 £80,750
UK excluding London median salary £50,000 £60,000 £80,000
% change year-on-year
-16.66% -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
16182 18430 21360
As % of all permanent IT jobs located in England 17.98% 18.23% 19.99%
Number of salaries quoted 13767 15454 17446
Median salary £45,000 £45,000 £42,500
Median salary % change year-on-year
- +5.88%
90% offered a salary of more than £28,000 £27,500 £27,500
10% offered a salary of more than £70,000 £65,000 £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 September 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 September 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 -69 92 £80,000 +6.66% 16
South West +33 61 £47,500 -36.66% 2
South East +56 35 £60,000 +14.28% 3
West Midlands -4 8 £50,000 - 1
North West +7 5 £57,000 -12.30% 5
Yorkshire +12 2 £67,500 +45.94%
North East - 2 £45,000 -
East Midlands +18 1 £50,000 -33.33%
East of England +9 1 £77,500 +17.87% 1
Apache Pig
UK

Apache Pig
Top 30 Related IT Skills in England

For the 6 months to 26 September 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.

1 447 (98.68%) Hadoop
2 422 (93.16%) Apache Hive
3 384 (84.77%) Big Data
4 344 (75.94%) Java
5 250 (55.19%) Python
6 233 (51.43%) Apache Spark
7 222 (49.01%) MapReduce
8 198 (43.71%) SQL
9 197 (43.49%) Analytics
10 167 (36.87%) HBase
11 150 (33.11%) NoSQL
11 150 (33.11%) Business Intelligence
12 140 (30.91%) Scala
13 129 (28.48%) MongoDB
13 129 (28.48%) R
14 121 (26.71%) Apache Cassandra
15 119 (26.27%) Linux
16 117 (25.83%) Agile Software Development
17 115 (25.39%) Open Source
18 114 (25.17%) Data Analytics
18 114 (25.17%) Software Engineering
19 108 (23.84%) HDFS
20 101 (22.30%) Analytical Skills
21 100 (22.08%) Apache Flume
22 97 (21.41%) Security Cleared
23 96 (21.19%) C++
24 95 (20.97%) ETL
25 94 (20.75%) Data Mining
26 88 (19.43%) Finance
27 84 (18.54%) 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
1 233 (51.43%) Apache Spark
2 72 (15.89%) SAS
3 66 (14.57%) Apache
4 50 (11.04%) Elasticsearch
5 18 (3.97%) Apache Solr
6 15 (3.31%) WebLogic
7 11 (2.43%) Confluence
8 5 (1.10%) JBoss
9 2 (0.44%) OpenStack
10 1 (0.22%) nginx
10 1 (0.22%) Tomcat
Applications
1 40 (8.83%) SPSS
2 6 (1.32%) MS Excel
3 2 (0.44%) CPLEX
Business Applications
1 19 (4.19%) SAP Oil and Gas
2 3 (0.66%) Dynamics NAV
3 2 (0.44%) FastStats
Cloud Services
1 63 (13.91%) Amazon AWS
2 31 (6.84%) Amazon EMR
3 30 (6.62%) Amazon EC2
4 25 (5.52%) Amazon S3
5 11 (2.43%) Cloud Computing
6 7 (1.55%) GitHub
7 5 (1.10%) Google Cloud Platform
8 4 (0.88%) Microsoft Azure
9 3 (0.66%) Google Analytics
9 3 (0.66%) SaaS
10 2 (0.44%) AWS Lambda
10 2 (0.44%) iTunes
11 1 (0.22%) Amazon ELB
Communications & Networking
1 22 (4.86%) HTTP
2 15 (3.31%) TCP/IP
3 13 (2.87%) Firewall
4 7 (1.55%) Internet
5 4 (0.88%) SSL
6 1 (0.22%) DNS
6 1 (0.22%) Kerberos
6 1 (0.22%) LDAP
6 1 (0.22%) SSH
6 1 (0.22%) VPN
Database & Business Intelligence
1 447 (98.68%) Hadoop
2 422 (93.16%) Apache Hive
3 384 (84.77%) Big Data
4 167 (36.87%) HBase
5 150 (33.11%) NoSQL
6 129 (28.48%) MongoDB
7 121 (26.71%) Apache Cassandra
8 94 (20.75%) Data Mining
9 84 (18.54%) Relational Database
10 75 (16.56%) Impala
11 72 (15.89%) Data Warehouse
12 58 (12.80%) SQL Server
13 57 (12.58%) PostgreSQL
14 47 (10.38%) MySQL
14 47 (10.38%) Neo4j
14 47 (10.38%) Sqoop
15 41 (9.05%) RDBMS
16 37 (8.17%) Mahout
17 31 (6.84%) QlikView
18 30 (6.62%) Apache Accumulo
Development Applications
1 50 (11.04%) Git (software)
2 38 (8.39%) Vagrant
3 28 (6.18%) Jenkins
3 28 (6.18%) JIRA
4 19 (4.19%) Yeoman
5 16 (3.53%) Subversion
6 12 (2.65%) Talend Open Studio
7 9 (1.99%) Cucumber
8 5 (1.10%) Selenium
9 4 (0.88%) Atlassian Bamboo
9 4 (0.88%) Bitbucket
9 4 (0.88%) CodeSonar
9 4 (0.88%) git-flow
9 4 (0.88%) Maven
9 4 (0.88%) Robot Framework
10 3 (0.66%) JUnit
11 2 (0.44%) Mockito
11 2 (0.44%) Team Foundation Server
11 2 (0.44%) TestNG
12 1 (0.22%) Gerrit
General
1 88 (19.43%) Finance
2 37 (8.17%) Retail
3 27 (5.96%) Telecoms
4 25 (5.52%) Games
5 21 (4.64%) Banking
6 18 (3.97%) Manufacturing
7 12 (2.65%) Marketing
8 6 (1.32%) Front Office
8 6 (1.32%) Investment Banking
9 5 (1.10%) Advertising
9 5 (1.10%) Legal
9 5 (1.10%) Military
10 4 (0.88%) Law
11 3 (0.66%) Electronics
11 3 (0.66%) Pharmaceutical
12 2 (0.44%) Automotive
12 2 (0.44%) iGaming
13 1 (0.22%) Back Office
Job Titles
1 118 (26.05%) Developer
2 73 (16.11%) Data Scientist
3 63 (13.91%) Architect
4 58 (12.80%) Hadoop Developer
4 58 (12.80%) Software Engineer
5 57 (12.58%) Big Data Architect
5 57 (12.58%) Data Architect
6 45 (9.93%) Senior Developer
7 42 (9.27%) Big Data Engineer
8 39 (8.61%) Data Engineer
9 36 (7.95%) Java Developer
10 35 (7.73%) Consultant
11 34 (7.51%) Java Engineer
12 32 (7.06%) Hadoop Architect
13 29 (6.40%) Big Data Developer
14 25 (5.52%) Senior Hadoop Developer
15 24 (5.30%) Analyst
16 23 (5.08%) Data Analyst
16 23 (5.08%) Data Consultant
17 19 (4.19%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 68 (15.01%) Kafka
2 43 (9.49%) Java EE
3 32 (7.06%) Natural Language Processing
4 30 (6.62%) Spring
5 29 (6.40%) Spark Streaming
5 29 (6.40%) STL
6 28 (6.18%) Hibernate
7 25 (5.52%) D3.js
8 24 (5.30%) AngularJS
8 24 (5.30%) HTML
8 24 (5.30%) Node.js
9 23 (5.08%) HTML5
9 23 (5.08%) J2EE
10 21 (4.64%) Web Services
11 20 (4.42%) .NET
11 20 (4.42%) Apache Camel
11 20 (4.42%) Pandas
12 19 (4.19%) Cascalog
12 19 (4.19%) JSON
12 19 (4.19%) SciPy
Miscellaneous
1 101 (22.30%) Analytical Skills
2 70 (15.45%) Visualisation
3 64 (14.13%) Computer Science
4 24 (5.30%) Mathematics
5 23 (5.08%) Management Information System
6 21 (4.64%) Statistics
7 17 (3.75%) Algorithms
8 16 (3.53%) Cybercrime
8 16 (3.53%) Data Centre
9 12 (2.65%) Wiki
10 11 (2.43%) Artificial Intelligence
11 10 (2.21%) Physics
11 10 (2.21%) PKI
12 8 (1.77%) Cyber Attack
12 8 (1.77%) Neural Network
13 7 (1.55%) Enterprise Software
13 7 (1.55%) Virtual Team
14 6 (1.32%) Data Structures
14 6 (1.32%) Derivative
14 6 (1.32%) Economics
Operating Systems
1 119 (26.27%) Linux
2 29 (6.40%) Android
3 28 (6.18%) Apple iOS
4 18 (3.97%) Unix
5 7 (1.55%) Windows
6 4 (0.88%) Mac OS X
Processes & Methodologies
1 222 (49.01%) MapReduce
2 197 (43.49%) Analytics
3 150 (33.11%) Business Intelligence
4 117 (25.83%) Agile Software Development
5 115 (25.39%) Open Source
6 114 (25.17%) Data Analytics
6 114 (25.17%) Software Engineering
7 95 (20.97%) ETL
8 81 (17.88%) Machine Learning
9 73 (16.11%) Scrum
10 63 (13.91%) Data Analysis
11 52 (11.48%) Data Visualisation
12 49 (10.82%) Cybersecurity
13 46 (10.15%) Data Modelling
14 42 (9.27%) Big Data Analytics
15 40 (8.83%) Data Management
16 39 (8.61%) E-Commerce
16 39 (8.61%) User Stories
17 38 (8.39%) Presales
18 36 (7.95%) Multithreading
Programming Languages
1 344 (75.94%) Java
2 250 (55.19%) Python
3 198 (43.71%) SQL
4 140 (30.91%) Scala
5 129 (28.48%) R
6 96 (21.19%) C++
7 76 (16.78%) Shell Script
8 74 (16.34%) C
9 59 (13.02%) C#
10 57 (12.58%) JavaScript
11 49 (10.82%) MATLAB
12 41 (9.05%) Ruby
13 38 (8.39%) Perl
14 30 (6.62%) Clojure
15 29 (6.40%) T-SQL
16 28 (6.18%) Bash Shell
16 28 (6.18%) Objective-C
17 27 (5.96%) PHP
18 24 (5.30%) VBA
19 19 (4.19%) Cypher
Qualifications
1 97 (21.41%) Security Cleared
2 74 (16.34%) Degree
3 52 (11.48%) PhD
4 49 (10.82%) DV Cleared
5 23 (5.08%) SC Cleared
6 18 (3.97%) CISSP
7 13 (2.87%) CCNA
7 13 (2.87%) Cisco Certification
7 13 (2.87%) GIAC
7 13 (2.87%) Linux+ Certification
7 13 (2.87%) MCSE
7 13 (2.87%) Microsoft Certification
7 13 (2.87%) Network+ Certification
7 13 (2.87%) SANS
7 13 (2.87%) SSCP
8 5 (1.10%) CISM
8 5 (1.10%) CRISC
9 4 (0.88%) CompTIA Security+
9 4 (0.88%) Security+ Certification
10 1 (0.22%) PMI Certification
Quality Assurance & Compliance
1 5 (1.10%) ISAE 3402
1 5 (1.10%) ISO/IEC 27001
1 5 (1.10%) SSAE 16
2 4 (0.88%) Data Quality
2 4 (0.88%) QA
3 1 (0.22%) IAS 39
System Software
1 108 (23.84%) HDFS
2 100 (22.08%) Apache Flume
3 26 (5.74%) Apache ZooKeeper
4 22 (4.86%) Docker
5 19 (4.19%) Virtual Machines
5 19 (4.19%) VirtualBox
6 14 (3.09%) VMware Infrastructure
7 13 (2.87%) Hyper-V
8 4 (0.88%) vSphere
9 2 (0.44%) GPFS
10 1 (0.22%) LXC
10 1 (0.22%) Veritas Cluster Server
10 1 (0.22%) Xen
Systems Management
1 84 (18.54%) Oozie
2 65 (14.35%) Hadoop YARN
3 40 (8.83%) Ansible
3 40 (8.83%) Puppet
4 36 (7.95%) Opscode Chef
5 7 (1.55%) Mesos
6 6 (1.32%) Salt
7 4 (0.88%) Ambari
8 2 (0.44%) Graphite
8 2 (0.44%) Kubernetes
8 2 (0.44%) Nagios
8 2 (0.44%) ZABBIX
9 1 (0.22%) HAProxy
9 1 (0.22%) Tivoli
Vendors
1 69 (15.23%) Oracle
2 53 (11.70%) Cloudera
3 47 (10.38%) Hortonworks
4 40 (8.83%) SAP
5 39 (8.61%) Tableau
6 38 (8.39%) MapR
7 18 (3.97%) TIBCO
8 16 (3.53%) SaltStack
9 15 (3.31%) VMware
10 13 (2.87%) Microsoft
11 12 (2.65%) Cognos
11 12 (2.65%) Talend
12 10 (2.21%) Informatica
13 8 (1.77%) Hitachi
13 8 (1.77%) Teradata
14 6 (1.32%) Google
15 5 (1.10%) IBM
16 3 (0.66%) Cognizant
16 3 (0.66%) MicroStrategy
17 2 (0.44%) Apple
South East
Austin Fraser Ltd
Salary: Bonus & Benefits
Posted: 6 hours ago
Central London
Global Markets Recruitment
Posted: 18 hours ago
London
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Salary: £60000 - £95000 per annum + competitive
Posted: Yesterday
London
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Salary: £48000 - £62000 per annum + bonus, benefits, negotiable
Posted: 23 hours ago
Colchester, Essex
Polar Recruitment
Salary: £55000 - £65000 per annum + life insurance, pension, 25 days hols
Posted: 20 hours ago
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Salary: £80000 per annum + competitive
Posted: 2 days ago
South East
Austin Fraser
Salary: £45000.00 - £50000.00 per annum + Bonus & Benefits
Posted: 5 days ago
London
Ammonite Group
Salary: bonus & Benefits
Posted: Yesterday
City, London
Parallel Consulting
Salary: £50000 - £75000 per annum
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London
Computer Futures
Salary: competitive
Posted: 4 days ago
Central London / West End
First Utility
Salary: From £55,000 to £65,000 per annum
Posted: 6 days ago
Warwick, Warwickshire
First Utility
Salary: From £55,000 to £65,000 per annum
Posted: 6 days ago
Manchester, Lancashire
People Source Consulting
Salary: £70000 - £80000 per annum + bonus + great benefits
Posted: 3 days ago
West London
Verticality Ltd
Salary: £40000 - £50000 per annum, Benefits Full corporate benefits
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Hampshire
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Salary: £40000 - £60000 per annum + benefits
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Salary: £60000 - £70000 per annum + Bonus and benefits package
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Salary: £60000 - £95000 per annum + competitive
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London
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