The table below looks at the statistics for Apache Pig skills in IT jobs advertised for the South West region. Included is a guide to the salaries offered in IT jobs that have cited Apache Pig over the 3 months to 17 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
17 Jan 2017
Same period 2016 Same period 2015
Apache Pig
England / South West
Rank 185 224 -
Rank change year-on-year
+39 -
Permanent jobs citing Apache Pig 42 15 0
As % of all permanent IT jobs located in the South West 0.85% 0.27% -
As % of the Application Platforms category 4.12% 1.24% -
Number of salaries quoted 30 15 0
Median salary £47,000 £75,000 -
Median salary % change year-on-year
-37.33% -
UK excluding London median salary £50,000 £55,000 £55,000
% change year-on-year
-9.09% -

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

Application Platforms Category
South West
Permanent IT job ads with a match in the
Application Platforms category
1019 1209 1271
As % of all permanent IT jobs located in the South West 20.52% 22.05% 21.42%
Number of salaries quoted 875 1064 1144
Median salary £40,000 £37,500 £35,000
Median salary % change year-on-year
+6.66% +7.14%
90% offered a salary of more than £29,000 £26,250 £25,000
10% offered a salary of more than £62,500 £50,000 £60,000
UK excluding London median salary £42,250 £40,000 £40,000
% change year-on-year
+5.62% -

Apache Pig
Jobs Demand Trend in the South West

The demand trend of job ads across the South West 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 the South West

Apache Pig
Salary Trend in the South West

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

Apache Pig Salary Trend in the South West

Apache Pig
Salary Histogram in the South West

This chart provides a salary histogram for IT jobs citing Apache Pig across the South West region over the 3 months to 17 January 2017.

Apache Pig Salary Histogram in the South West

Apache Pig
Job Locations in the South West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Apache Pig within the South West region over the 3 months to 17 January 2017. 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 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
Gloucestershire -14 22 £52,500 -30.00% 1
Somerset - 15 £47,000 - 3
Bristol - 4 £50,000 -
Wiltshire - 1 £65,000 -
Apache Pig
England

Apache Pig
Top 30 Related IT Skills in the South West

For the 6 months to 17 January 2017, 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 South West region with a requirement for Apache Pig.

1 110 (100.00%) Hadoop
2 109 (99.09%) Apache Hive
3 104 (94.55%) Java
4 71 (64.55%) Apache Spark
5 68 (61.82%) Software Engineering
6 66 (60.00%) C++
7 58 (52.73%) Python
7 58 (52.73%) Big Data
8 55 (50.00%) Security Cleared
9 53 (48.18%) C
10 50 (45.45%) Java EE
11 44 (40.00%) Cybersecurity
12 41 (37.27%) JavaScript
12 41 (37.27%) Docker
13 40 (36.36%) C#
14 37 (33.64%) STL
14 37 (33.64%) Objective-C
14 37 (33.64%) Multithreading
14 37 (33.64%) Android
14 37 (33.64%) Apple iOS
15 36 (32.73%) Apache Accumulo
16 35 (31.82%) HBase
16 35 (31.82%) Agile Software Development
17 34 (30.91%) Vagrant
17 34 (30.91%) Oozie
17 34 (30.91%) Ansible
17 34 (30.91%) Continuous Delivery
18 32 (29.09%) Hibernate
18 32 (29.09%) Spring
18 32 (29.09%) DV Cleared

Apache Pig
Top Related IT Skills in the South West 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 71 (64.55%) Apache Spark
2 20 (18.18%) WebLogic
3 14 (12.73%) Elasticsearch
4 13 (11.82%) SAS
5 5 (4.55%) Apache
6 2 (1.82%) Confluence
Applications
1 13 (11.82%) SPSS
Cloud Services
1 1 (0.91%) Amazon AWS
1 1 (0.91%) Cloud Computing
1 1 (0.91%) SaaS
Communications & Networking
1 17 (15.45%) Firewall
1 17 (15.45%) TCP/IP
2 7 (6.36%) HTTP
2 7 (6.36%) SSL
3 1 (0.91%) Kerberos
3 1 (0.91%) Network Security
Database & Business Intelligence
1 110 (100.00%) Hadoop
2 109 (99.09%) Apache Hive
3 58 (52.73%) Big Data
4 36 (32.73%) Apache Accumulo
5 35 (31.82%) HBase
6 21 (19.09%) MySQL
7 20 (18.18%) MongoDB
8 14 (12.73%) Relational Database
9 12 (10.91%) RDBMS
10 9 (8.18%) SQL Server
11 5 (4.55%) NoSQL
12 2 (1.82%) Apache Cassandra
12 2 (1.82%) Neo4j
12 2 (1.82%) OrientDB
13 1 (0.91%) Data Mining
13 1 (0.91%) Data Warehouse
13 1 (0.91%) Impala
13 1 (0.91%) Sqoop
Development Applications
1 34 (30.91%) Vagrant
2 9 (8.18%) JIRA
3 7 (6.36%) Atlassian Bamboo
3 7 (6.36%) Bitbucket
3 7 (6.36%) CodeSonar
3 7 (6.36%) Git (software)
3 7 (6.36%) git-flow
3 7 (6.36%) Robot Framework
3 7 (6.36%) Selenium
General
1 18 (16.36%) Games
2 13 (11.82%) Finance
3 11 (10.00%) Telecoms
4 3 (2.73%) Manufacturing
Job Titles
1 43 (39.09%) Java Engineer
1 43 (39.09%) Software Engineer
2 30 (27.27%) Lead Software Engineer
3 15 (13.64%) Senior Java Engineer
4 13 (11.82%) Data Scientist
5 11 (10.00%) C# Software Engineer
5 11 (10.00%) C++ Software Engineer
5 11 (10.00%) Java Software Engineer
5 11 (10.00%) Python Software Engineer
6 9 (8.18%) Consultant
6 9 (8.18%) Software Consultant
7 7 (6.36%) Developer
7 7 (6.36%) J2EE Software Engineer
7 7 (6.36%) Java J2EE Software Engineer
8 4 (3.64%) Architect
8 4 (3.64%) C Software Engineer
8 4 (3.64%) C/C++ Software Engineer
8 4 (3.64%) JavaScript Engineer
8 4 (3.64%) Senior Developer
8 4 (3.64%) Software Developer
Libraries, Frameworks & Software Standards
1 50 (45.45%) Java EE
2 37 (33.64%) STL
3 32 (29.09%) Hibernate
3 32 (29.09%) Spring
4 20 (18.18%) EJB
4 20 (18.18%) J2EE
5 19 (17.27%) LAMP
5 19 (17.27%) Node.js
6 14 (12.73%) AngularJS
7 12 (10.91%) Apache Camel
7 12 (10.91%) CSS
7 12 (10.91%) CSS3
7 12 (10.91%) HTML
7 12 (10.91%) HTML5
7 12 (10.91%) jQuery
7 12 (10.91%) Middleware
8 7 (6.36%) .NET Framework
8 7 (6.36%) Django
8 7 (6.36%) SOAP
8 7 (6.36%) Spring MVC
Miscellaneous
1 14 (12.73%) Computer Science
2 13 (11.82%) Analytical Skills
2 13 (11.82%) Visualisation
3 12 (10.91%) PKI
4 10 (9.09%) Cybercrime
5 3 (2.73%) Cyber Attack
6 2 (1.82%) Cyberthreat
6 2 (1.82%) Enterprise Software
6 2 (1.82%) User Experience
6 2 (1.82%) Wiki
7 1 (0.91%) Artificial Intelligence
7 1 (0.91%) Mathematics
7 1 (0.91%) Neural Network
7 1 (0.91%) Statistics
Operating Systems
1 37 (33.64%) Android
1 37 (33.64%) Apple iOS
2 30 (27.27%) Linux
3 7 (6.36%) Mac OS X
3 7 (6.36%) Windows
Processes & Methodologies
1 68 (61.82%) Software Engineering
2 44 (40.00%) Cybersecurity
3 37 (33.64%) Multithreading
4 35 (31.82%) Agile Software Development
5 34 (30.91%) Continuous Delivery
6 30 (27.27%) Mobile Development
7 28 (25.45%) Analytics
7 28 (25.45%) Data Analytics
8 27 (24.55%) User Stories
9 22 (20.00%) Scrum
10 21 (19.09%) Reverse Engineering
11 20 (18.18%) Ethical Hacking
12 18 (16.36%) Coaching
12 18 (16.36%) Mentoring
13 17 (15.45%) Penetration Testing
14 14 (12.73%) Machine Learning
15 13 (11.82%) DevOps
16 12 (10.91%) Time Management
17 7 (6.36%) Kanban
17 7 (6.36%) MapReduce
Programming Languages
1 104 (94.55%) Java
2 66 (60.00%) C++
3 58 (52.73%) Python
4 53 (48.18%) C
5 41 (37.27%) JavaScript
6 40 (36.36%) C#
7 37 (33.64%) Objective-C
8 18 (16.36%) Scala
9 15 (13.64%) Perl
9 15 (13.64%) Ruby
10 14 (12.73%) R
11 13 (11.82%) MATLAB
11 13 (11.82%) SQL
12 7 (6.36%) Bash Shell
12 7 (6.36%) Embedded C
12 7 (6.36%) PHP
12 7 (6.36%) PowerShell
Qualifications
1 55 (50.00%) Security Cleared
2 32 (29.09%) DV Cleared
3 25 (22.73%) Degree
4 17 (15.45%) CCNA
4 17 (15.45%) Cisco Certification
4 17 (15.45%) CISSP
4 17 (15.45%) GIAC
4 17 (15.45%) Linux+ Certification
4 17 (15.45%) MCSE
4 17 (15.45%) Microsoft Certification
4 17 (15.45%) Network+ Certification
4 17 (15.45%) SANS
4 17 (15.45%) SSCP
5 15 (13.64%) SC Cleared
6 14 (12.73%) PhD
7 7 (6.36%) CompTIA Security+
7 7 (6.36%) Security+ Certification
System Software
1 41 (37.27%) Docker
2 12 (10.91%) Hyper-V
2 12 (10.91%) VMware Infrastructure
3 7 (6.36%) vSphere
4 5 (4.55%) Apache ZooKeeper
5 1 (0.91%) HDFS
Systems Management
1 34 (30.91%) Ansible
1 34 (30.91%) Oozie
2 8 (7.27%) Puppet
3 7 (6.36%) Salt
4 5 (4.55%) Hadoop YARN
5 1 (0.91%) Opscode Chef
Vendors
1 14 (12.73%) Oracle
2 12 (10.91%) VMware
3 7 (6.36%) Microsoft
4 5 (4.55%) Hortonworks
5 3 (2.73%) Cloudera
6 2 (1.82%) MapR
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