The table below looks at the statistics for Apache Pig skills in IT jobs advertised for the Gloucestershire region. Included is a guide to the salaries offered in IT jobs that have cited Apache Pig over the 3 months to 31 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
31 Aug 2016
Same period 2015 Same period 2014
Apache Pig
Rank 76 95 -
Rank change year-on-year
+19 -
Permanent jobs citing Apache Pig 33 9 0
As % of all permanent IT jobs located in Gloucestershire 3.12% 0.89% -
As % of the Application Platforms category 13.25% 3.85% -
Number of salaries quoted 26 8 0
Median salary £46,250 £65,000 -
Median salary % change year-on-year
-28.84% -
UK excluding London median salary £50,000 £60,000 £80,000
% change year-on-year
-16.66% -25.00%
Apache Pig
South West

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

Application Platforms Category
Gloucestershire
Permanent IT job ads with a match in the
Application Platforms category
249 234 159
As % of all permanent IT jobs located in Gloucestershire 23.53% 23.26% 19.30%
Number of salaries quoted 197 186 126
Median salary £45,000 £41,500 £37,000
Median salary % change year-on-year
+8.43% +12.16%
90% offered a salary of more than £32,500 £27,000 £30,000
10% offered a salary of more than £60,400 £46,000 £60,000
UK excluding London median salary £40,000 £40,000 £40,000

Apache Pig
Jobs Demand Trend in Gloucestershire

The demand trend of job ads across the Gloucestershire 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 Gloucestershire

Apache Pig
Salary Trend in Gloucestershire

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

Apache Pig Salary Trend in Gloucestershire

Apache Pig
Salary Histogram in Gloucestershire

This chart provides a salary histogram for IT jobs citing Apache Pig across the Gloucestershire region over the 3 months to 31 August 2016.

Apache Pig Salary Histogram in Gloucestershire

Apache Pig
Job Locations in Gloucestershire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Apache Pig within the Gloucestershire region over the 3 months to 31 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
Cheltenham -5 14 £50,000 -23.07%
Apache Pig
South West

Apache Pig
Top 30 Related IT Skills in Gloucestershire

For the 6 months to 31 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 Gloucestershire region with a requirement for Apache Pig.

1 51 (100.00%) Hadoop
1 51 (100.00%) Apache Hive
2 49 (96.08%) Java
3 48 (94.12%) Security Cleared
4 44 (86.27%) Big Data
5 43 (84.31%) Python
6 41 (80.39%) C
7 35 (68.63%) JavaScript
8 32 (62.75%) C++
9 31 (60.78%) Software Engineering
9 31 (60.78%) Apache Spark
10 30 (58.82%) MongoDB
10 30 (58.82%) DV Cleared
11 29 (56.86%) Cybersecurity
12 26 (50.98%) Java EE
12 26 (50.98%) C#
13 24 (47.06%) MySQL
14 23 (45.10%) Scala
15 21 (41.18%) Visualisation
15 21 (41.18%) Oracle
15 21 (41.18%) Data Analytics
15 21 (41.18%) Analytics
16 20 (39.22%) STL
16 20 (39.22%) Objective-C
16 20 (39.22%) Android
16 20 (39.22%) Apple iOS
16 20 (39.22%) Multithreading
17 19 (37.25%) NoSQL
18 18 (35.29%) Open Source
18 18 (35.29%) MapReduce

Apache Pig
Top Related IT Skills in Gloucestershire 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 31 (60.78%) Apache Spark
2 15 (29.41%) SAS
3 11 (21.57%) WebLogic
4 9 (17.65%) Elasticsearch
5 4 (7.84%) Apache
6 3 (5.88%) Confluence
Communications & Networking
1 9 (17.65%) Firewall
1 9 (17.65%) TCP/IP
2 3 (5.88%) HTTP
2 3 (5.88%) SSL
Database & Business Intelligence
1 51 (100.00%) Apache Hive
1 51 (100.00%) Hadoop
2 44 (86.27%) Big Data
3 30 (58.82%) MongoDB
4 24 (47.06%) MySQL
5 19 (37.25%) NoSQL
6 18 (35.29%) Neo4j
7 15 (29.41%) Amazon Redshift
7 15 (29.41%) Impala
7 15 (29.41%) Parquet
7 15 (29.41%) QlikView
8 6 (11.76%) RDBMS
8 6 (11.76%) Relational Database
9 3 (5.88%) Apache Accumulo
9 3 (5.88%) OrientDB
9 3 (5.88%) SQL Server
Development Applications
1 6 (11.76%) JIRA
2 3 (5.88%) Atlassian Bamboo
2 3 (5.88%) Bitbucket
2 3 (5.88%) CodeSonar
2 3 (5.88%) Git (software)
2 3 (5.88%) git-flow
2 3 (5.88%) Robot Framework
2 3 (5.88%) Selenium
General
1 8 (15.69%) Games
2 6 (11.76%) Telecoms
3 1 (1.96%) Manufacturing
Job Titles
1 26 (50.98%) Software Engineer
2 19 (37.25%) Developer
3 15 (29.41%) Analyst
3 15 (29.41%) Analyst Developer
3 15 (29.41%) Data Analyst
3 15 (29.41%) Data Scientist
4 9 (17.65%) Developer Analyst
5 6 (11.76%) Lead Software Engineer
6 4 (7.84%) C# Software Engineer
6 4 (7.84%) C++ Software Engineer
6 4 (7.84%) Consultant
6 4 (7.84%) J2EE Software Engineer
6 4 (7.84%) Java Engineer
6 4 (7.84%) Java J2EE Software Engineer
6 4 (7.84%) Java Software Engineer
6 4 (7.84%) Python Software Engineer
6 4 (7.84%) Senior Developer
6 4 (7.84%) Senior Software Developer
6 4 (7.84%) Software Consultant
6 4 (7.84%) Software Developer
Libraries, Frameworks & Software Standards
1 26 (50.98%) Java EE
2 20 (39.22%) STL
3 17 (33.33%) Hibernate
3 17 (33.33%) Spring
4 15 (29.41%) JSON
4 15 (29.41%) Spark Streaming
4 15 (29.41%) XML
5 11 (21.57%) EJB
5 11 (21.57%) J2EE
6 9 (17.65%) LAMP
6 9 (17.65%) Node.js
7 6 (11.76%) AngularJS
7 6 (11.76%) Apache Camel
7 6 (11.76%) CSS
7 6 (11.76%) CSS3
7 6 (11.76%) HTML
7 6 (11.76%) HTML5
7 6 (11.76%) jQuery
7 6 (11.76%) Middleware
8 3 (5.88%) Kafka
Miscellaneous
1 21 (41.18%) Visualisation
2 15 (29.41%) Analytical Skills
3 12 (23.53%) Cybercrime
4 6 (11.76%) Cyber Attack
4 6 (11.76%) Management Information System
4 6 (11.76%) PKI
5 3 (5.88%) Wiki
6 1 (1.96%) Cyberthreat
Operating Systems
1 20 (39.22%) Android
1 20 (39.22%) Apple iOS
2 15 (29.41%) Linux
3 3 (5.88%) Mac OS X
3 3 (5.88%) Windows
Processes & Methodologies
1 31 (60.78%) Software Engineering
2 29 (56.86%) Cybersecurity
3 21 (41.18%) Analytics
3 21 (41.18%) Data Analytics
4 20 (39.22%) Multithreading
5 18 (35.29%) MapReduce
5 18 (35.29%) Open Source
6 17 (33.33%) Agile Software Development
6 17 (33.33%) Mobile Development
7 15 (29.41%) Big Data Analytics
7 15 (29.41%) Data Acquisition
7 15 (29.41%) Data Analysis
7 15 (29.41%) Data Management
7 15 (29.41%) Data Visualisation
7 15 (29.41%) Ethical Hacking
7 15 (29.41%) ETL
7 15 (29.41%) Machine Learning
7 15 (29.41%) Prototyping
7 15 (29.41%) Reverse Engineering
7 15 (29.41%) Statistical Modelling
Programming Languages
1 49 (96.08%) Java
2 43 (84.31%) Python
3 41 (80.39%) C
4 35 (68.63%) JavaScript
5 32 (62.75%) C++
6 26 (50.98%) C#
7 23 (45.10%) Scala
8 20 (39.22%) Objective-C
9 17 (33.33%) SQL
10 15 (29.41%) R
11 6 (11.76%) Perl
11 6 (11.76%) Ruby
12 4 (7.84%) Embedded C
13 3 (5.88%) Bash Shell
13 3 (5.88%) PHP
13 3 (5.88%) PowerShell
Qualifications
1 48 (94.12%) Security Cleared
2 30 (58.82%) DV Cleared
3 12 (23.53%) SC Cleared
4 9 (17.65%) CCNA
4 9 (17.65%) Cisco Certification
4 9 (17.65%) CISSP
4 9 (17.65%) GIAC
4 9 (17.65%) Linux+ Certification
4 9 (17.65%) MCSE
4 9 (17.65%) Microsoft Certification
4 9 (17.65%) Network+ Certification
4 9 (17.65%) SANS
4 9 (17.65%) SSCP
5 6 (11.76%) Degree
6 3 (5.88%) CompTIA Security+
6 3 (5.88%) Security+ Certification
System Software
1 6 (11.76%) Hyper-V
1 6 (11.76%) VMware Infrastructure
2 4 (7.84%) Apache ZooKeeper
3 3 (5.88%) Docker
3 3 (5.88%) vSphere
Systems Management
1 4 (7.84%) Hadoop YARN
2 3 (5.88%) Puppet
2 3 (5.88%) Salt
Vendors
1 21 (41.18%) Oracle
2 15 (29.41%) Tableau
2 15 (29.41%) TIBCO
3 6 (11.76%) VMware
4 4 (7.84%) Hortonworks
5 3 (5.88%) Microsoft
6 1 (1.96%) Cloudera
6 1 (1.96%) MapR