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

3 months to
25 Jul 2016
Same period 2015 Same period 2014
Apache Pig
Rank 681 744 836
Rank change year-on-year
+63 +92
Permanent jobs citing Apache Pig 219 217 129
As % of all permanent IT jobs located in England 0.24% 0.21% 0.12%
As % of the Application Platforms category 1.31% 1.11% 0.58%
Number of salaries quoted 165 175 117
Median salary £65,000 £67,500 £66,000
Median salary % change year-on-year
-3.70% +2.27%
90% offered a salary of more than £50,000 £45,000 £35,000
10% offered a salary of more than £94,000 £90,000 £90,000
UK excluding London median salary £55,000 £50,000 £80,000
% change year-on-year
+10.00% -37.50%
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
16677 19554 22179
As % of all permanent IT jobs located in England 18.15% 19.00% 20.38%
Number of salaries quoted 14322 16352 18376
Median salary £45,000 £45,000 £45,000
90% offered a salary of more than £28,500 £27,500 £27,500
10% offered a salary of more than £70,000 £67,500 £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 25 July 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 25 July 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 -6 108 £85,000 +13.33% 15
South West +60 41 £50,000 -44.44% 2
South East +49 39 £60,000 +26.31% 2
West Midlands - 18 £55,000 - 2
Yorkshire +17 5 £55,000 +22.22%
East Midlands - 4 £55,000 -
East of England +33 2 £66,250 -26.38%
North West +12 2 £60,000 +20.00% 2
Apache Pig
UK

Apache Pig
Top 30 Related IT Skills in England

For the 6 months to 25 July 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.

1 483 (98.77%) Hadoop
2 452 (92.43%) Apache Hive
3 440 (89.98%) Big Data
4 337 (68.92%) Java
5 290 (59.30%) Python
6 281 (57.46%) MapReduce
7 257 (52.56%) Apache Spark
8 241 (49.28%) SQL
9 199 (40.70%) Analytics
10 187 (38.24%) HBase
11 169 (34.56%) Business Intelligence
12 154 (31.49%) NoSQL
13 152 (31.08%) MongoDB
14 150 (30.67%) Scala
15 149 (30.47%) Apache Cassandra
16 145 (29.65%) Linux
17 143 (29.24%) Open Source
18 139 (28.43%) HDFS
19 133 (27.20%) R
20 128 (26.18%) Apache Flume
21 117 (23.93%) ETL
22 116 (23.72%) Agile Software Development
23 110 (22.49%) Data Analytics
24 108 (22.09%) Impala
25 107 (21.88%) Data Mining
26 104 (21.27%) Machine Learning
27 103 (21.06%) PostgreSQL
28 101 (20.65%) Apache
29 100 (20.45%) Software Engineering
29 100 (20.45%) Analytical Skills

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
1 257 (52.56%) Apache Spark
2 101 (20.65%) Apache
3 73 (14.93%) SAS
4 39 (7.98%) Elasticsearch
5 14 (2.86%) Apache Solr
6 9 (1.84%) WebLogic
7 7 (1.43%) JBoss
8 6 (1.23%) Confluence
9 4 (0.82%) Tomcat
10 2 (0.41%) Oracle Application Server
10 2 (0.41%) WebSphere
10 2 (0.41%) WebSphere Application Server
11 1 (0.20%) GlassFish
11 1 (0.20%) nginx
11 1 (0.20%) OpenStack
Applications
1 26 (5.32%) SPSS
2 6 (1.23%) MS Excel
3 2 (0.41%) Mathematica
3 2 (0.41%) Weka
Business Applications
1 16 (3.27%) SAP Oil and Gas
2 4 (0.82%) Odoo
3 2 (0.41%) Dynamics NAV
Cloud Services
1 54 (11.04%) Amazon AWS
2 34 (6.95%) Amazon EMR
3 32 (6.54%) Amazon EC2
4 27 (5.52%) Amazon S3
5 7 (1.43%) Cloud Computing
6 5 (1.02%) Microsoft Azure
7 4 (0.82%) SaaS
8 3 (0.61%) Google Cloud Platform
9 1 (0.20%) Amazon ELB
9 1 (0.20%) IaaS
9 1 (0.20%) iPaaS
9 1 (0.20%) iTunes
9 1 (0.20%) PaaS
Communications & Networking
1 21 (4.29%) HTTP
2 11 (2.25%) TCP/IP
3 9 (1.84%) Firewall
4 7 (1.43%) Internet
5 6 (1.23%) Kerberos
6 4 (0.82%) Wi-Fi
7 2 (0.41%) LDAP
7 2 (0.41%) Network Security
7 2 (0.41%) SSL
8 1 (0.20%) DNS
8 1 (0.20%) OpenLDAP
8 1 (0.20%) SSH
8 1 (0.20%) VPN
Database & Business Intelligence
1 483 (98.77%) Hadoop
2 452 (92.43%) Apache Hive
3 440 (89.98%) Big Data
4 187 (38.24%) HBase
5 154 (31.49%) NoSQL
6 152 (31.08%) MongoDB
7 149 (30.47%) Apache Cassandra
8 108 (22.09%) Impala
9 107 (21.88%) Data Mining
10 103 (21.06%) PostgreSQL
11 89 (18.20%) Data Warehouse
12 80 (16.36%) Relational Database
12 80 (16.36%) SQL Server
13 75 (15.34%) Sqoop
14 62 (12.68%) Neo4j
15 48 (9.82%) Mahout
16 45 (9.20%) MySQL
17 38 (7.77%) QlikView
18 28 (5.73%) Amazon Redshift
19 25 (5.11%) RDBMS
Development Applications
1 78 (15.95%) Git (software)
2 40 (8.18%) Jenkins
3 25 (5.11%) Vagrant
3 25 (5.11%) Yeoman
4 23 (4.70%) Subversion
5 16 (3.27%) JIRA
6 13 (2.66%) Talend Open Studio
7 8 (1.64%) Maven
8 7 (1.43%) JUnit
9 6 (1.23%) Selenium
10 4 (0.82%) Gerrit
11 3 (0.61%) Mockito
11 3 (0.61%) Team Foundation Server
12 2 (0.41%) Atlassian Bamboo
12 2 (0.41%) Bitbucket
12 2 (0.41%) Bugzilla
12 2 (0.41%) Cucumber
12 2 (0.41%) Hudson
12 2 (0.41%) Robot Framework
12 2 (0.41%) TestNG
General
1 93 (19.02%) Finance
2 45 (9.20%) Retail
3 32 (6.54%) Banking
3 32 (6.54%) Telecoms
4 18 (3.68%) Games
5 17 (3.48%) Manufacturing
6 12 (2.45%) Marketing
7 8 (1.64%) Pharmaceutical
8 7 (1.43%) Legal
9 6 (1.23%) Advertising
10 5 (1.02%) Investment Banking
11 4 (0.82%) Law
12 2 (0.41%) Front Office
12 2 (0.41%) iGaming
13 1 (0.20%) Automotive
13 1 (0.20%) French Language
Job Titles
1 125 (25.56%) Developer
2 88 (18.00%) Data Scientist
3 64 (13.09%) Architect
4 59 (12.07%) Big Data Architect
4 59 (12.07%) Big Data Engineer
4 59 (12.07%) Data Architect
5 58 (11.86%) Hadoop Developer
6 52 (10.63%) Data Engineer
7 44 (9.00%) Consultant
8 39 (7.98%) Administrator
9 38 (7.77%) Big Data Developer
9 38 (7.77%) Hadoop Administrator
10 36 (7.36%) Java Developer
10 36 (7.36%) Software Engineer
11 34 (6.95%) Hadoop Engineer
12 33 (6.75%) Hadoop Architect
12 33 (6.75%) Senior Developer
13 29 (5.93%) Data Consultant
14 24 (4.91%) Java Engineer
15 23 (4.70%) Java Hadoop Developer
Libraries, Frameworks & Software Standards
1 77 (15.75%) Kafka
2 41 (8.38%) Natural Language Processing
3 38 (7.77%) LAPP Stack
4 37 (7.57%) D3.js
5 32 (6.54%) scikit-learn
6 29 (5.93%) SciPy
6 29 (5.93%) Spark Streaming
7 28 (5.73%) Pandas
8 25 (5.11%) Cascalog
8 25 (5.11%) Java EE
9 24 (4.91%) XML
10 19 (3.89%) JSON
11 18 (3.68%) Web Services
12 17 (3.48%) J2EE
12 17 (3.48%) jQuery
13 16 (3.27%) AngularJS
13 16 (3.27%) HTML
13 16 (3.27%) Spring
13 16 (3.27%) STL
14 14 (2.86%) .NET
Miscellaneous
1 100 (20.45%) Analytical Skills
2 74 (15.13%) Computer Science
3 73 (14.93%) Visualisation
4 31 (6.34%) Statistics
5 30 (6.13%) Management Information System
6 27 (5.52%) Algorithms
6 27 (5.52%) Mathematics
7 14 (2.86%) Data Centre
7 14 (2.86%) Wiki
8 13 (2.66%) Artificial Intelligence
8 13 (2.66%) Cybercrime
9 12 (2.45%) Physics
10 10 (2.04%) Fintech
11 8 (1.64%) Clustering
12 7 (1.43%) Data Integration
12 7 (1.43%) Data Structures
12 7 (1.43%) Life Science
12 7 (1.43%) Smart Energy
12 7 (1.43%) Virtual Team
13 6 (1.23%) Enterprise Software
Operating Systems
1 145 (29.65%) Linux
2 29 (5.93%) Unix
3 17 (3.48%) Android
3 17 (3.48%) Apple iOS
4 13 (2.66%) Windows
5 4 (0.82%) Windows Server
6 2 (0.41%) Mac OS X
7 1 (0.20%) Red Hat Enterprise Linux
Processes & Methodologies
1 281 (57.46%) MapReduce
2 199 (40.70%) Analytics
3 169 (34.56%) Business Intelligence
4 143 (29.24%) Open Source
5 117 (23.93%) ETL
6 116 (23.72%) Agile Software Development
7 110 (22.49%) Data Analytics
8 104 (21.27%) Machine Learning
9 100 (20.45%) Software Engineering
10 68 (13.91%) Performance Tuning
11 67 (13.70%) Data Analysis
12 64 (13.09%) Data Management
13 58 (11.86%) Data Visualisation
14 55 (11.25%) TDD
15 50 (10.22%) Big Data Analytics
15 50 (10.22%) OO
16 49 (10.02%) E-Commerce
17 37 (7.57%) Continuous Integration
18 36 (7.36%) Statistical Analysis
18 36 (7.36%) User Stories
Programming Languages
1 337 (68.92%) Java
2 290 (59.30%) Python
3 241 (49.28%) SQL
4 150 (30.67%) Scala
5 133 (27.20%) R
6 92 (18.81%) Shell Script
7 71 (14.52%) C++
8 58 (11.86%) C
9 55 (11.25%) JavaScript
10 54 (11.04%) MATLAB
11 49 (10.02%) Ruby
12 41 (8.38%) T-SQL
13 38 (7.77%) Clojure
14 37 (7.57%) C#
15 36 (7.36%) Perl
16 35 (7.16%) Bash Shell
17 31 (6.34%) VBA
18 23 (4.70%) PHP
19 15 (3.07%) Objective-C
20 9 (1.84%) Groovy
Qualifications
1 91 (18.61%) Degree
2 69 (14.11%) Security Cleared
3 62 (12.68%) PhD
4 33 (6.75%) DV Cleared
5 17 (3.48%) CISSP
6 14 (2.86%) SC Cleared
7 9 (1.84%) CCNA
7 9 (1.84%) Cisco Certification
7 9 (1.84%) GIAC
7 9 (1.84%) Linux+ Certification
7 9 (1.84%) MCSE
7 9 (1.84%) Microsoft Certification
7 9 (1.84%) Network+ Certification
7 9 (1.84%) SANS
7 9 (1.84%) SSCP
8 8 (1.64%) CISM
8 8 (1.64%) CRISC
9 2 (0.41%) CompTIA Security+
9 2 (0.41%) Security+ Certification
9 2 (0.41%) Sun Certification
Quality Assurance & Compliance
1 8 (1.64%) Data Quality
2 7 (1.43%) ISAE 3402
2 7 (1.43%) ISO/IEC 27001
2 7 (1.43%) SSAE 16
3 3 (0.61%) QA
System Software
1 139 (28.43%) HDFS
2 128 (26.18%) Apache Flume
3 27 (5.52%) Apache ZooKeeper
4 25 (5.11%) Virtual Machines
4 25 (5.11%) VirtualBox
5 9 (1.84%) Veritas Cluster Server
6 7 (1.43%) Docker
7 3 (0.61%) VMware Infrastructure
8 2 (0.41%) Hyper-V
8 2 (0.41%) vSphere
9 1 (0.20%) GPFS
9 1 (0.20%) LXC
9 1 (0.20%) Xen
Systems Management
1 96 (19.63%) Oozie
2 89 (18.20%) Hadoop YARN
3 38 (7.77%) Puppet
4 31 (6.34%) Opscode Chef
5 28 (5.73%) Ansible
6 12 (2.45%) Ambari
7 8 (1.64%) Mesos
8 3 (0.61%) Kubernetes
8 3 (0.61%) Salt
9 1 (0.20%) Graphite
9 1 (0.20%) HAProxy
9 1 (0.20%) Nagios
9 1 (0.20%) ZABBIX
Vendors
1 87 (17.79%) Cloudera
2 80 (16.36%) Hortonworks
3 72 (14.72%) Oracle
4 58 (11.86%) MapR
5 44 (9.00%) Tableau
6 37 (7.57%) SAP
7 19 (3.89%) TIBCO
8 15 (3.07%) Informatica
9 13 (2.66%) Talend
10 12 (2.45%) SaltStack
10 12 (2.45%) Teradata
11 10 (2.04%) IBM
12 7 (1.43%) Microsoft
13 6 (1.23%) Google
14 5 (1.02%) BT
14 5 (1.02%) Cognizant
14 5 (1.02%) Cognos
14 5 (1.02%) Netezza
14 5 (1.02%) Splunk
14 5 (1.02%) Vertica
Birmingham, West Midlands (County)
BARCLAY ANDERSON LIMITED
Salary: Up to £50,000 per annum
Posted: 2 days ago
South West London
Colston Consulting
Salary: £60000 - £90000 per annum, Benefits Excellent benefit and bonus
Posted: 2 days ago
City, London
Jenkins Jacob
Salary: Up to £110,000 per annum plus generous bonus and benefits
Posted: 3 days ago
Gloucestershire
Heat Recruitment
Salary: From £35,000 to £60,000 per annum
Posted: 3 days ago
City, London
Sopra Steria Recruitment
Salary: From £80,000 to £100,000 per annum
Posted: 3 days ago
City, London
ANSON MCCADE
Salary: £60,000 - £100,000
Posted: 6 days ago
London
Computer Futures
Salary: £80000 per annum + competitive
Posted: 6 days ago
Central London / West End
Client Server
Salary: £85k to £100k + benefits
Posted: 6 days ago
London
Computer Futures
Salary: £70000 - £80000 per annum + competitive
Posted: 6 days ago
Cheltenham, Gloucestershire
Experis Ltd
Salary: £60000.00 - £70000.00 per annum
Posted: 5 days ago
London
Computer Futures
Salary: competitive
Posted: 10 days ago
City, London
ANSON MCCADE
Salary: £50,000-£60,000
Posted: 5 days ago
Greater Manchester
ANSON MCCADE
Salary: £50,000-£60,000
Posted: 5 days ago
Staines
Centrica
Salary: Package circa: £60,000 (depending on experience)
Posted: 18 days ago
City, London
ANSON MCCADE
Salary: £40,000- £60,000 plus attractive benefits, 30 days holiday and extensi
Posted: 6 days ago
London
Client Server
Salary: £85k to £100k + benefits
Posted: 17 days ago
Warwick, Warwickshire
First Utility
Salary: Up to £65,000 + Bonus + Excellent Benefits
Posted: 27 days ago
Central London / West End
First Utility
Salary: Up to £65,000 + Bonus + Excellent Benefits
Posted: 27 days ago
Hampshire
Spectrum IT
Salary: £40000 - £60000 per annum + benefits
Posted: 25 days ago
London
Computer Futures
Salary: competitive
Posted: 24 days ago
London
Resource Partners Ltd
Salary: full benefits
Posted: 26 days ago
London
Apple
Salary: Competitive
Posted: 21 days ago
Salford, Lancashire
Raytheon
Posted: 27 days ago