Period
to 24 May 2018

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 6 months to 24 May 2018 with a comparison to the same period in the previous 2 years.

Apache Pig
England > South West
6 months to
24 May 2018
Same period 2017 Same period 2016
Rank 312 299 320
Rank change year-on-year -13 +21 +32
Permanent jobs citing Apache Pig 38 42 34
As % of all permanent IT jobs advertised in the South West 0.36% 0.41% 0.31%
As % of the Application Platforms category 2.12% 2.26% 1.26%
Number of salaries quoted 28 29 26
South West median annual salary £50,000 £47,000 £54,000
Median salary % change year-on-year +6.38% -12.96% -40.00%
10th Percentile £37,500 £32,500 £38,750
90th Percentile £55,750 £70,000 £82,500
England median annual salary £65,000 £65,000 £65,000

Apache Pig is in the Application Platforms category. The following 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.

All Application Platform Skills
South West
Permanent vacancies with a requirement for application platform skills 1,795 1,858 2,690
As % of all permanent IT jobs advertised in the South West 16.78% 18.27% 24.17%
Number of salaries quoted 1,415 1,570 2,273
South West median annual salary £40,000 £40,000 £37,500
Median salary % change year-on-year - +6.67% +3.45%
10th Percentile £26,250 £25,500 £24,500
90th Percentile £60,000 £61,373 £61,250
England median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% -

Apache Pig
Job Vacancy Trend in the South West

Job postings citing Apache Pig as a percentage of all IT jobs advertised in the South West.

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 6 months to 24 May 2018.

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 6 months to 24 May 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Bristol +14 24 £50,000 -13.04%
Gloucestershire +13 8 £45,000 - 1
Somerset +12 3 £32,165 -19.59%
Wiltshire -14 3 £59,500 -8.46%
Apache Pig
England

For the 6 months to 24 May 2018, IT jobs citing Apache Pig also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the South West region with a requirement for Apache Pig.

1 36 (94.74%) Hadoop
2 35 (92.11%) Apache Hive
3 34 (89.47%) Big Data
3 34 (89.47%) Java
3 34 (89.47%) Python
4 31 (81.58%) C#
4 31 (81.58%) Scrum
5 30 (78.95%) SQL
6 29 (76.32%) JIRA
7 28 (73.68%) Agile Software Development
8 27 (71.05%) Docker
8 27 (71.05%) Apache Spark
9 26 (68.42%) DevOps
10 25 (65.79%) MapReduce
11 24 (63.16%) Amazon AWS
11 24 (63.16%) Open Source
11 24 (63.16%) Scala
12 23 (60.53%) Power BI
12 23 (60.53%) Impala
12 23 (60.53%) Elasticsearch
12 23 (60.53%) Visualisation
12 23 (60.53%) ETL
12 23 (60.53%) Business Intelligence
13 22 (57.89%) Microsoft Azure
13 22 (57.89%) Tableau
13 22 (57.89%) Data Visualisation
13 22 (57.89%) Spotfire
13 22 (57.89%) Data Analytics
13 22 (57.89%) Analytics
13 22 (57.89%) Coaching

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 27 (71.05%) Apache Spark
2 23 (60.53%) Elasticsearch
3 3 (7.89%) Apache
4 2 (5.26%) Confluence
Cloud Services
1 24 (63.16%) Amazon AWS
2 22 (57.89%) Microsoft Azure
3 21 (55.26%) Amazon EMR
3 21 (55.26%) Amazon Kinesis
3 21 (55.26%) GitHub
4 2 (5.26%) Google Cloud Platform
5 1 (2.63%) AWS Data Pipeline
5 1 (2.63%) Azure Data Factory
Communications & Networking
1 6 (15.79%) Firewall
1 6 (15.79%) HTTP
1 6 (15.79%) SSL
1 6 (15.79%) TCP/IP
Database & Business Intelligence
1 36 (94.74%) Hadoop
2 35 (92.11%) Apache Hive
3 34 (89.47%) Big Data
4 23 (60.53%) Impala
4 23 (60.53%) Power BI
5 22 (57.89%) BigQuery
5 22 (57.89%) Presto
5 22 (57.89%) Spotfire
6 21 (55.26%) Amazon Athena
6 21 (55.26%) Amazon Redshift
7 8 (21.05%) MySQL
8 7 (18.42%) SQL Server
9 6 (15.79%) MongoDB
10 4 (10.53%) NoSQL
11 2 (5.26%) Apache Accumulo
11 2 (5.26%) Neo4j
11 2 (5.26%) OrientDB
11 2 (5.26%) Sqoop
12 1 (2.63%) HBase
12 1 (2.63%) Relational Database
Development Applications
1 29 (76.32%) JIRA
2 9 (23.68%) Selenium
3 6 (15.79%) Atlassian Bamboo
3 6 (15.79%) Bitbucket
3 6 (15.79%) CodeSonar
3 6 (15.79%) Git (software)
3 6 (15.79%) git-flow
3 6 (15.79%) Robot Framework
4 3 (7.89%) Cucumber
4 3 (7.89%) Jenkins
4 3 (7.89%) JMeter
4 3 (7.89%) SoapUI
4 3 (7.89%) Team Foundation Server
5 1 (2.63%) SonarQube
General
1 13 (34.21%) Electronics
Job Titles
1 24 (63.16%) Data Engineer
2 23 (60.53%) Hadoop Engineer
3 22 (57.89%) Senior Data Engineer
4 21 (55.26%) AWS Engineer
4 21 (55.26%) Senior Hadoop Engineer
5 6 (15.79%) Software Engineer
6 4 (10.53%) Java Engineer
6 4 (10.53%) Java Software Engineer
7 3 (7.89%) C# Software Engineer
7 3 (7.89%) C++ Software Engineer
7 3 (7.89%) Test Engineer
8 2 (5.26%) Architect
8 2 (5.26%) Data Architect
9 1 (2.63%) Applications Developer
9 1 (2.63%) Consultant
9 1 (2.63%) Developer
9 1 (2.63%) Developer/Software Engineer
9 1 (2.63%) DV Cleared Technical Consultant
9 1 (2.63%) Java Developer
9 1 (2.63%) Technical Consultant
Libraries, Frameworks & Software Standards
1 21 (55.26%) MLlib
1 21 (55.26%) Pandas
2 8 (21.05%) .NET
3 7 (18.42%) Node.js
4 6 (15.79%) .NET Framework
4 6 (15.79%) ASP.NET
4 6 (15.79%) Django
4 6 (15.79%) Java EE
4 6 (15.79%) LAMP
4 6 (15.79%) RabbitMQ
4 6 (15.79%) REST
4 6 (15.79%) SOAP
4 6 (15.79%) Spring MVC
4 6 (15.79%) STL
5 3 (7.89%) Kafka
6 1 (2.63%) AngularJS
6 1 (2.63%) CSS
6 1 (2.63%) CSS3
6 1 (2.63%) HTML5
6 1 (2.63%) jQuery
Miscellaneous
1 21 (55.26%) Clustering
2 13 (34.21%) User Experience
3 2 (5.26%) Wiki
4 1 (2.63%) e-Learning
Operating Systems
1 7 (18.42%) Linux
2 6 (15.79%) Android
2 6 (15.79%) Apple iOS
2 6 (15.79%) Mac OS X
2 6 (15.79%) Windows
Processes & Methodologies
1 31 (81.58%) Scrum
2 28 (73.68%) Agile Software Development
3 26 (68.42%) DevOps
4 25 (65.79%) MapReduce
5 24 (63.16%) Open Source
6 23 (60.53%) Business Intelligence
6 23 (60.53%) ETL
6 23 (60.53%) Visualisation
7 22 (57.89%) Analytics
7 22 (57.89%) Coaching
7 22 (57.89%) Data Analytics
7 22 (57.89%) Data Visualisation
8 21 (55.26%) Artificial Intelligence
8 21 (55.26%) Deployment Automation
9 20 (52.63%) Software Engineering
10 14 (36.84%) Continuous Delivery
11 9 (23.68%) Test Automation
12 7 (18.42%) Cybersecurity
13 6 (15.79%) API Design
13 6 (15.79%) Reverse Engineering
Programming Languages
1 34 (89.47%) Java
1 34 (89.47%) Python
2 31 (81.58%) C#
3 30 (78.95%) SQL
4 24 (63.16%) Scala
5 9 (23.68%) C
6 7 (18.42%) C++
6 7 (18.42%) JavaScript
7 6 (15.79%) Objective-C
8 5 (13.16%) Bash Shell
8 5 (13.16%) PHP
8 5 (13.16%) PowerShell
8 5 (13.16%) Ruby
9 2 (5.26%) Perl
9 2 (5.26%) R
10 1 (2.63%) VBA
Qualifications
1 6 (15.79%) DV Cleared
1 6 (15.79%) Security Cleared
2 5 (13.16%) CCNA
2 5 (13.16%) Cisco Certification
2 5 (13.16%) CISSP
2 5 (13.16%) CompTIA Security+
2 5 (13.16%) GIAC
2 5 (13.16%) Linux+ Certification
2 5 (13.16%) MCSE
2 5 (13.16%) Microsoft Certification
2 5 (13.16%) Network+ Certification
2 5 (13.16%) SANS
2 5 (13.16%) SSCP
3 1 (2.63%) SC Cleared
Quality Assurance & Compliance
1 1 (2.63%) GCP
1 1 (2.63%) ISO 9001
1 1 (2.63%) QA
System Software
1 27 (71.05%) Docker
2 6 (15.79%) vSphere
3 2 (5.26%) Apache Flume
3 2 (5.26%) Apache ZooKeeper
3 2 (5.26%) HDFS
Systems Management
1 6 (15.79%) Puppet
1 6 (15.79%) Salt
2 3 (7.89%) Hadoop YARN
Vendors
1 22 (57.89%) Tableau
2 21 (55.26%) Atlassian
3 6 (15.79%) Microsoft
4 3 (7.89%) Hortonworks
5 2 (5.26%) Capita
6 1 (2.63%) Cloudera
6 1 (2.63%) Coverity
6 1 (2.63%) Google
6 1 (2.63%) Oracle
6 1 (2.63%) Vertica