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

3 months to
30 Jul 2016
Same period 2015 Same period 2014
Apache Pig
Rank 198 - -
Rank change year-on-year
- 0
Permanent jobs citing Apache Pig 42 0 0
As % of all permanent IT jobs located in the South West 0.77% - -
As % of the Application Platforms category 3.41% - -
Number of salaries quoted 35 0 0
Median salary £50,000 - -
UK excluding London median salary £55,000 £50,875 £80,000
% change year-on-year
+8.10% -36.40%
Apache Pig
England

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
1233 1248 1235
As % of all permanent IT jobs located in the South West 22.70% 21.37% 20.13%
Number of salaries quoted 1036 1062 1051
Median salary £40,000 £37,500 £37,000
Median salary % change year-on-year
+6.66% +1.35%
90% offered a salary of more than £27,500 £22,500 £24,330
10% offered a salary of more than £60,000 £50,000 £60,000
UK excluding London median salary £40,000 £40,000 £40,000

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 30 July 2016.

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 30 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
Gloucestershire - 27 £54,000 - 2
Devon - 12 £50,000 - 1
Bristol - 2 £75,000 -
Wiltshire - 1 - -
Apache Pig
England

Apache Pig
Top 30 Related IT Skills in the South West

For the 6 months to 30 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 South West region with a requirement for Apache Pig.

1 61 (100.00%) Hadoop
1 61 (100.00%) Apache Hive
2 59 (96.72%) Java
3 55 (90.16%) Python
4 45 (73.77%) Apache Spark
5 40 (65.57%) C++
6 39 (63.93%) Security Cleared
6 39 (63.93%) Big Data
7 37 (60.66%) Scala
7 37 (60.66%) SQL
8 36 (59.02%) Machine Learning
9 35 (57.38%) R
9 35 (57.38%) Data Analytics
9 35 (57.38%) Analytics
10 33 (54.10%) JavaScript
11 31 (50.82%) C
12 29 (47.54%) Analytical Skills
12 29 (47.54%) SAS
12 29 (47.54%) MongoDB
13 25 (40.98%) DV Cleared
14 24 (39.34%) C#
15 23 (37.70%) MySQL
15 23 (37.70%) Cybersecurity
15 23 (37.70%) NoSQL
16 22 (36.07%) MapReduce
16 22 (36.07%) Open Source
17 21 (34.43%) Software Engineering
17 21 (34.43%) Statistical Modelling
18 20 (32.79%) Degree
19 18 (29.51%) Java EE

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 45 (73.77%) Apache Spark
2 29 (47.54%) SAS
3 9 (14.75%) WebLogic
4 5 (8.20%) Elasticsearch
5 3 (4.92%) Apache
5 3 (4.92%) Confluence
Applications
1 14 (22.95%) SPSS
Cloud Services
1 1 (1.64%) SaaS
Communications & Networking
1 7 (11.48%) Firewall
1 7 (11.48%) TCP/IP
2 2 (3.28%) HTTP
2 2 (3.28%) SSL
Database & Business Intelligence
1 61 (100.00%) Apache Hive
1 61 (100.00%) Hadoop
2 39 (63.93%) Big Data
3 29 (47.54%) MongoDB
4 23 (37.70%) MySQL
4 23 (37.70%) NoSQL
5 18 (29.51%) Neo4j
6 15 (24.59%) Amazon Redshift
6 15 (24.59%) Impala
6 15 (24.59%) Parquet
6 15 (24.59%) QlikView
7 14 (22.95%) Data Mining
8 6 (9.84%) Relational Database
9 4 (6.56%) Apache Cassandra
9 4 (6.56%) HBase
9 4 (6.56%) PostgreSQL
9 4 (6.56%) SQLite
10 3 (4.92%) Apache Accumulo
10 3 (4.92%) OrientDB
11 2 (3.28%) Mahout
Development Applications
1 5 (8.20%) JIRA
2 2 (3.28%) Atlassian Bamboo
2 2 (3.28%) Bitbucket
2 2 (3.28%) Git (software)
2 2 (3.28%) git-flow
2 2 (3.28%) Robot Framework
2 2 (3.28%) Selenium
3 1 (1.64%) Team Foundation Server
General
1 16 (26.23%) Finance
2 7 (11.48%) Games
3 6 (9.84%) Telecoms
4 1 (1.64%) Manufacturing
Job Titles
1 31 (50.82%) Data Scientist
2 22 (36.07%) Developer
3 17 (27.87%) Software Engineer
4 15 (24.59%) Analyst
4 15 (24.59%) Analyst Developer
4 15 (24.59%) Data Analyst
5 9 (14.75%) Developer Analyst
6 6 (9.84%) Senior Developer
7 4 (6.56%) Consultant
7 4 (6.56%) Software Consultant
8 3 (4.92%) C# Software Engineer
8 3 (4.92%) C++ Software Engineer
8 3 (4.92%) J2EE Software Engineer
8 3 (4.92%) Java Engineer
8 3 (4.92%) Java J2EE Software Engineer
8 3 (4.92%) Java Software Engineer
8 3 (4.92%) Python Software Engineer
9 2 (3.28%) Lead Software Engineer
9 2 (3.28%) Senior Data Scientist
9 2 (3.28%) Senior Software Developer
Libraries, Frameworks & Software Standards
1 18 (29.51%) Java EE
2 16 (26.23%) STL
3 15 (24.59%) JSON
3 15 (24.59%) Spark Streaming
3 15 (24.59%) XML
4 11 (18.03%) Hibernate
4 11 (18.03%) Spring
5 9 (14.75%) EJB
5 9 (14.75%) J2EE
6 6 (9.84%) .NET
7 4 (6.56%) LAMP
7 4 (6.56%) Natural Language Processing
7 4 (6.56%) Node.js
8 3 (4.92%) Kafka
9 2 (3.28%) .NET Framework
9 2 (3.28%) AngularJS
9 2 (3.28%) Apache Camel
9 2 (3.28%) CSS3
9 2 (3.28%) Middleware
9 2 (3.28%) REST
Miscellaneous
1 29 (47.54%) Analytical Skills
2 18 (29.51%) Computer Science
3 17 (27.87%) Visualisation
4 11 (18.03%) Cybercrime
5 6 (9.84%) Management Information System
6 4 (6.56%) Artificial Intelligence
6 4 (6.56%) Cyber Attack
6 4 (6.56%) Mathematics
7 3 (4.92%) Wiki
8 2 (3.28%) Algorithms
8 2 (3.28%) Cyberthreat
8 2 (3.28%) PKI
Operating Systems
1 16 (26.23%) Android
1 16 (26.23%) Apple iOS
2 9 (14.75%) Linux
3 2 (3.28%) Mac OS X
3 2 (3.28%) Windows
Processes & Methodologies
1 36 (59.02%) Machine Learning
2 35 (57.38%) Analytics
2 35 (57.38%) Data Analytics
3 23 (37.70%) Cybersecurity
4 22 (36.07%) MapReduce
4 22 (36.07%) Open Source
5 21 (34.43%) Software Engineering
5 21 (34.43%) Statistical Modelling
6 17 (27.87%) Data Analysis
7 16 (26.23%) Agile Software Development
7 16 (26.23%) ETL
7 16 (26.23%) Multithreading
8 15 (24.59%) Big Data Analytics
8 15 (24.59%) Business Intelligence
8 15 (24.59%) Data Acquisition
8 15 (24.59%) Data Management
8 15 (24.59%) Data Visualisation
8 15 (24.59%) Prototyping
8 15 (24.59%) RDF
9 14 (22.95%) Mobile Development
Programming Languages
1 59 (96.72%) Java
2 55 (90.16%) Python
3 40 (65.57%) C++
4 37 (60.66%) Scala
4 37 (60.66%) SQL
5 35 (57.38%) R
6 33 (54.10%) JavaScript
7 31 (50.82%) C
8 24 (39.34%) C#
9 16 (26.23%) MATLAB
9 16 (26.23%) Objective-C
10 6 (9.84%) Perl
10 6 (9.84%) Ruby
11 3 (4.92%) Embedded C
12 2 (3.28%) Bash Shell
12 2 (3.28%) PHP
12 2 (3.28%) PowerShell
Qualifications
1 39 (63.93%) Security Cleared
2 25 (40.98%) DV Cleared
3 20 (32.79%) Degree
4 14 (22.95%) PhD
5 7 (11.48%) CCNA
5 7 (11.48%) Cisco Certification
5 7 (11.48%) CISSP
5 7 (11.48%) GIAC
5 7 (11.48%) Linux+ Certification
5 7 (11.48%) MCSE
5 7 (11.48%) Microsoft Certification
5 7 (11.48%) Network+ Certification
5 7 (11.48%) SANS
5 7 (11.48%) SC Cleared
5 7 (11.48%) SSCP
6 2 (3.28%) CompTIA Security+
6 2 (3.28%) Security+ Certification
System Software
1 3 (4.92%) Apache ZooKeeper
2 2 (3.28%) Docker
2 2 (3.28%) Hyper-V
2 2 (3.28%) VMware Infrastructure
2 2 (3.28%) vSphere
Systems Management
1 3 (4.92%) Hadoop YARN
2 2 (3.28%) Puppet
2 2 (3.28%) Salt
Vendors
1 17 (27.87%) Oracle
2 15 (24.59%) Tableau
2 15 (24.59%) TIBCO
3 3 (4.92%) Hortonworks
4 2 (3.28%) Microsoft
4 2 (3.28%) VMware
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