The following table provides summary statistics for permanent job vacancies advertised in the South West with a requirement for Apache Pig skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Apache Pig over the 3 months to 30 March 2017 with a comparison to the same period in the previous 2 years.

Apache Pig
England / South West
3 months to
30 Mar 2017
Same period 2016 Same period 2015
Rank 198 246 -
Rank change year-on-year +48 -  
Permanent jobs citing Apache Pig 27 12 0
As % of all permanent IT jobs advertised in the South West 0.53% 0.20% -
As % of the Application Platforms category 2.92% 0.83% -
Number of salaries quoted 20 10 0
Median salary £46,000 £64,500 -
Median salary % change year-on-year -28.68% -  
UK excluding London median salary £52,500 £57,500 £55,000
% change year-on-year -8.69% +4.54%  

Apache Pig is in the application platform skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the South West with a requirement for application platform skills.

Application Platform Skills
South West
Permanent job vacancies with a requirement for application platform skills 926 1448 1283
As % of all permanent IT job vacancies advertised in the South West 18.21% 24.60% 21.41%
Number of salaries quoted 783 1229 1103
Median salary £40,000 £37,500 £36,500
Median salary % change year-on-year +6.66% +2.73%  
90% offered a salary of more than £27,500 £24,000 £22,500
10% offered a salary of more than £60,000 £50,000 £57,500
UK excluding London median salary £40,500 £40,000 £40,000
% change year-on-year +1.25% -  

Apache Pig
Job Vacancy Trend in the South West

The job posting trend of jobs advertised in the South West citing Apache Pig as a proportion of all permanent or contract IT jobs with a match in the Application Platforms category.

Job vacancy trend for Apache Pig 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 in the South West.

Salary trend for Apache Pig in the South West

Apache Pig
Salary Histogram in the South West

The salary distribution of IT jobs citing Apache Pig in the South West over the 3 months to 30 March 2017.

Salary histogram for Apache Pig 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 30 March 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
Somerset +8 12 £40,000 +17.64%
Gloucestershire -1 9 £40,000 -46.66% 1
Wiltshire - 4 £65,000 -
Bristol 0 1 £65,000 +52.94%
Devon - 1 £45,000 -
Apache Pig
England

For the 6 months to 30 March 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 77 (98.72%) Hadoop
2 73 (93.59%) Apache Hive
3 71 (91.03%) Java
4 49 (62.82%) Apache Spark
5 48 (61.54%) Big Data
6 43 (55.13%) Software Engineering
7 36 (46.15%) C++
8 34 (43.59%) Python
8 34 (43.59%) Java EE
8 34 (43.59%) Security Cleared
9 33 (42.31%) Docker
10 32 (41.03%) C
11 31 (39.74%) JavaScript
12 30 (38.46%) HBase
13 29 (37.18%) Apache Accumulo
14 28 (35.90%) Cybersecurity
14 28 (35.90%) Vagrant
14 28 (35.90%) Oozie
14 28 (35.90%) Continuous Delivery
14 28 (35.90%) Ansible
15 27 (34.62%) C#
15 27 (34.62%) Agile Software Development
16 25 (32.05%) Objective-C
16 25 (32.05%) Android
16 25 (32.05%) Multithreading
16 25 (32.05%) STL
16 25 (32.05%) Apple iOS
17 24 (30.77%) Hibernate
17 24 (30.77%) Spring
18 21 (26.92%) DV Cleared

Apache Pig
Co-occurring 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 49 (62.82%) Apache Spark
2 17 (21.79%) WebLogic
3 10 (12.82%) Elasticsearch
4 3 (3.85%) Apache
5 2 (2.56%) SAS
6 1 (1.28%) Apache Solr
6 1 (1.28%) Confluence
6 1 (1.28%) Oracle Coherence
Applications
1 2 (2.56%) SPSS
Cloud Services
1 2 (2.56%) Amazon AWS
2 1 (1.28%) Cloud Computing
2 1 (1.28%) Google Cloud Platform
2 1 (1.28%) SaaS
Communications & Networking
1 8 (10.26%) Firewall
1 8 (10.26%) TCP/IP
2 4 (5.13%) HTTP
2 4 (5.13%) SSL
3 2 (2.56%) Internet
4 1 (1.28%) Kerberos
4 1 (1.28%) Network Security
Database & Business Intelligence
1 77 (98.72%) Hadoop
2 73 (93.59%) Apache Hive
3 48 (61.54%) Big Data
4 30 (38.46%) HBase
5 29 (37.18%) Apache Accumulo
6 13 (16.67%) MySQL
7 11 (14.10%) MongoDB
8 8 (10.26%) Relational Database
9 7 (8.97%) SQL Server
10 6 (7.69%) RDBMS
11 5 (6.41%) Data Warehouse
12 4 (5.13%) Apache Cassandra
12 4 (5.13%) Impala
12 4 (5.13%) Sqoop
13 3 (3.85%) NoSQL
14 1 (1.28%) Amazon DynamoDB
14 1 (1.28%) Amazon Redshift
14 1 (1.28%) Neo4j
14 1 (1.28%) OrientDB
14 1 (1.28%) Redis
Development Applications
1 28 (35.90%) Vagrant
2 5 (6.41%) Git (software)
2 5 (6.41%) JIRA
3 4 (5.13%) Atlassian Bamboo
3 4 (5.13%) Bitbucket
3 4 (5.13%) CodeSonar
3 4 (5.13%) git-flow
3 4 (5.13%) Robot Framework
3 4 (5.13%) Selenium
4 2 (2.56%) Team Foundation Server
5 1 (1.28%) Jenkins
General
1 17 (21.79%) Games
2 5 (6.41%) Telecoms
3 2 (2.56%) Finance
4 1 (1.28%) Advertising
4 1 (1.28%) Manufacturing
Job Titles
1 30 (38.46%) Java Engineer
2 23 (29.49%) Software Engineer
3 19 (24.36%) Lead Software Engineer
4 11 (14.10%) Consultant
4 11 (14.10%) Developer
4 11 (14.10%) Software Consultant
5 9 (11.54%) Senior Java Engineer
6 8 (10.26%) Architect
7 7 (8.97%) C# Software Engineer
7 7 (8.97%) C++ Software Engineer
7 7 (8.97%) Java Consultant
7 7 (8.97%) Java Software Engineer
7 7 (8.97%) Python Software Engineer
8 6 (7.69%) Java Developer
9 4 (5.13%) Business Intelligence Architect
9 4 (5.13%) Business Intelligence Solutions Architect
9 4 (5.13%) Data Architect
9 4 (5.13%) Hadoop Developer
9 4 (5.13%) J2EE Software Engineer
9 4 (5.13%) Solutions Architect
Libraries, Frameworks & Software Standards
1 34 (43.59%) Java EE
2 25 (32.05%) STL
3 24 (30.77%) Hibernate
3 24 (30.77%) Spring
4 17 (21.79%) EJB
4 17 (21.79%) J2EE
5 10 (12.82%) LAMP
5 10 (12.82%) Node.js
6 8 (10.26%) AngularJS
6 8 (10.26%) CSS
6 8 (10.26%) HTML
7 6 (7.69%) Apache Camel
7 6 (7.69%) CSS3
7 6 (7.69%) HTML5
7 6 (7.69%) jQuery
7 6 (7.69%) Middleware
8 5 (6.41%) SOAP
9 4 (5.13%) .NET
9 4 (5.13%) ASP.NET
9 4 (5.13%) Django
Miscellaneous
1 6 (7.69%) PKI
2 4 (5.13%) Cybercrime
3 3 (3.85%) Computer Science
3 3 (3.85%) Enterprise Software
4 2 (2.56%) Analytical Skills
4 2 (2.56%) Cyberthreat
4 2 (2.56%) User Experience
5 1 (1.28%) Wiki
Operating Systems
1 25 (32.05%) Android
1 25 (32.05%) Apple iOS
2 16 (20.51%) Linux
3 4 (5.13%) Mac OS X
3 4 (5.13%) Windows
Processes & Methodologies
1 43 (55.13%) Software Engineering
2 28 (35.90%) Continuous Delivery
2 28 (35.90%) Cybersecurity
3 27 (34.62%) Agile Software Development
4 25 (32.05%) Multithreading
5 21 (26.92%) Mobile Development
5 21 (26.92%) User Stories
6 17 (21.79%) Coaching
6 17 (21.79%) Mentoring
7 11 (14.10%) Analytics
7 11 (14.10%) Data Analytics
7 11 (14.10%) Scrum
8 9 (11.54%) Reverse Engineering
8 9 (11.54%) Visualisation
9 8 (10.26%) Ethical Hacking
9 8 (10.26%) Penetration Testing
10 7 (8.97%) DevOps
11 6 (7.69%) Business Intelligence
11 6 (7.69%) MapReduce
11 6 (7.69%) Time Management
Programming Languages
1 71 (91.03%) Java
2 36 (46.15%) C++
3 34 (43.59%) Python
4 32 (41.03%) C
5 31 (39.74%) JavaScript
6 27 (34.62%) C#
7 25 (32.05%) Objective-C
8 11 (14.10%) Ruby
9 9 (11.54%) Perl
10 6 (7.69%) Scala
11 5 (6.41%) PHP
12 4 (5.13%) Bash Shell
12 4 (5.13%) Embedded C
12 4 (5.13%) PowerShell
13 3 (3.85%) R
14 2 (2.56%) MATLAB
14 2 (2.56%) SQL
15 1 (1.28%) T-SQL
Qualifications
1 34 (43.59%) Security Cleared
2 21 (26.92%) DV Cleared
3 8 (10.26%) CCNA
3 8 (10.26%) Cisco Certification
3 8 (10.26%) CISSP
3 8 (10.26%) Degree
3 8 (10.26%) GIAC
3 8 (10.26%) Linux+ Certification
3 8 (10.26%) MCSE
3 8 (10.26%) Microsoft Certification
3 8 (10.26%) Network+ Certification
3 8 (10.26%) SANS
3 8 (10.26%) SSCP
4 6 (7.69%) SC Cleared
5 4 (5.13%) CompTIA Security+
5 4 (5.13%) Security+ Certification
6 3 (3.85%) PhD
System Software
1 33 (42.31%) Docker
2 6 (7.69%) Hyper-V
2 6 (7.69%) VMware Infrastructure
3 4 (5.13%) vSphere
4 2 (2.56%) Apache ZooKeeper
4 2 (2.56%) HDFS
Systems Management
1 28 (35.90%) Ansible
1 28 (35.90%) Oozie
2 5 (6.41%) Puppet
3 4 (5.13%) Salt
4 3 (3.85%) Hadoop YARN
5 2 (2.56%) Opscode Chef
Vendors
1 9 (11.54%) Oracle
2 6 (7.69%) Microsoft
2 6 (7.69%) VMware
3 2 (2.56%) Cloudera
3 2 (2.56%) Hortonworks
4 1 (1.28%) MapR
4 1 (1.28%) SAP
Cheltenham, Gloucestershire
Searchability
Salary: £55000 - £75000 per annum + Benefits
Posted: 9 hours ago