Period
to 19 November 2017

The following table provides summary statistics for permanent job vacancies advertised in the South East 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 19 November 2017 with a comparison to the same period in the previous 2 years.

Apache Pig
England > South East
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 516 538 609
Rank change year-on-year +22 +71 +47
Permanent jobs citing Apache Pig 31 64 43
As % of all permanent IT jobs advertised in the South East 0.10% 0.18% 0.10%
As % of the Application Platforms category 0.59% 0.99% 0.52%
Number of salaries quoted 25 56 39
South East median annual salary £60,000 £60,000 £50,000
Median salary % change year-on-year - +20.00% -16.67%
10th Percentile £32,000 £45,000 £29,050
90th Percentile £80,500 £68,125 £62,500
England median annual salary £70,000 £60,000 £70,000
% change year-on-year +16.67% -14.29% +7.69%

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 East with a requirement for application platform skills.

All Application Platform Skills
South East
Permanent vacancies with a requirement for application platform skills 5287 6441 8272
As % of all permanent IT jobs advertised in the South East 17.43% 18.41% 19.34%
Number of salaries quoted 4447 5492 7010
South East median annual salary £42,500 £45,000 £42,500
Median salary % change year-on-year -5.56% +5.88% +6.25%
10th Percentile £25,750 £26,750 £26,000
90th Percentile £65,750 £65,000 £62,500
England median annual salary £47,500 £46,000 £45,000
% change year-on-year +3.26% +2.22% +5.88%

Apache Pig
Job Vacancy Trend in the South East

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

Job vacancy trend for Apache Pig in the South East

Apache Pig
Salary Trend in the South East

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

Salary trend for Apache Pig in the South East

Apache Pig
Salary Histogram in the South East

The salary distribution of IT jobs citing Apache Pig in the South East over the 6 months to 19 November 2017.

Salary histogram for Apache Pig in the South East

Apache Pig
Job Locations in the South East

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 East region over the 6 months to 19 November 2017. 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
Thames Valley +63 28 £57,500 +2.22%
Berkshire +67 22 £57,500 -4.17%
Oxfordshire +9 5 - -
Surrey +1 2 £57,500 -4.17%
Hampshire -10 1 £85,000 +70.00%
Middlesex - 1 £100,000 -
Buckinghamshire - 1 - -
Apache Pig
England

For the 6 months to 19 November 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 East region with a requirement for Apache Pig.

1 27 (87.10%) Hadoop
2 22 (70.97%) Apache Hive
2 22 (70.97%) Java
3 20 (64.52%) Apache Spark
4 19 (61.29%) HBase
4 19 (61.29%) Big Data
5 17 (54.84%) Analytics
5 17 (54.84%) MapReduce
6 16 (51.61%) Python
7 15 (48.39%) Data Modelling
7 15 (48.39%) Agile Software Development
8 14 (45.16%) SQL
9 13 (41.94%) ETL
9 13 (41.94%) Visualisation
10 11 (35.48%) MongoDB
10 11 (35.48%) NoSQL
10 11 (35.48%) Tableau
10 11 (35.48%) Computer Science
10 11 (35.48%) Business Intelligence
10 11 (35.48%) HDFS
11 10 (32.26%) Star Schema
11 10 (32.26%) Microsoft
11 10 (32.26%) Data Warehouse
11 10 (32.26%) QlikView
12 8 (25.81%) Degree
12 8 (25.81%) Machine Learning
12 8 (25.81%) JavaScript
12 8 (25.81%) Impala
12 8 (25.81%) Apache Flume
13 7 (22.58%) Computer Science Degree

Apache Pig
Co-occurring IT Skills in the South East 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 20 (64.52%) Apache Spark
2 4 (12.90%) Apache Solr
2 4 (12.90%) Elasticsearch
3 3 (9.68%) Apache
4 2 (6.45%) SAS
5 1 (3.23%) Tomcat
Applications
1 6 (19.35%) Microsoft Excel
1 6 (19.35%) Microsoft Office
1 6 (19.35%) Microsoft PowerPoint
1 6 (19.35%) MS Visio
2 1 (3.23%) GNU Octave
2 1 (3.23%) SPSS
Cloud Services
1 6 (19.35%) Amazon AWS
2 4 (12.90%) Amazon EMR
3 2 (6.45%) Google Cloud Platform
3 2 (6.45%) Microsoft Azure
Database & Business Intelligence
1 27 (87.10%) Hadoop
2 22 (70.97%) Apache Hive
3 19 (61.29%) Big Data
3 19 (61.29%) HBase
4 11 (35.48%) MongoDB
4 11 (35.48%) NoSQL
5 10 (32.26%) Data Warehouse
5 10 (32.26%) QlikView
5 10 (32.26%) Star Schema
6 8 (25.81%) Impala
7 7 (22.58%) Apache Cassandra
8 6 (19.35%) Amazon DynamoDB
8 6 (19.35%) Pentaho
8 6 (19.35%) Sqoop
9 5 (16.13%) MySQL
9 5 (16.13%) Relational Database
9 5 (16.13%) SQL Server
10 4 (12.90%) Power BI
10 4 (12.90%) SQL Server Analysis Services
10 4 (12.90%) SQL Server Integration Services
Development Applications
1 5 (16.13%) Jenkins
2 4 (12.90%) JIRA
2 4 (12.90%) Maven
3 3 (9.68%) Eclipse
3 3 (9.68%) Git (software)
3 3 (9.68%) IntelliJ
3 3 (9.68%) NetBeans
General
1 7 (22.58%) Finance
2 2 (6.45%) Banking
2 2 (6.45%) Electronics
Job Titles
1 10 (32.26%) Developer
2 7 (22.58%) Data Engineer
3 5 (16.13%) Business Intelligence Developer
4 4 (12.90%) Business Developer
4 4 (12.90%) Data Scientist
4 4 (12.90%) Java Developer
4 4 (12.90%) Software Engineer
5 3 (9.68%) Big Data Engineer
6 2 (6.45%) Big Data Software Engineer
6 2 (6.45%) Graduate
6 2 (6.45%) Graduate Software Engineer
6 2 (6.45%) Senior Data Engineer
6 2 (6.45%) Senior Developer
6 2 (6.45%) Senior Java Developer
7 1 (3.23%) Big Data Developer
7 1 (3.23%) Cloud Developer
7 1 (3.23%) Data Manager
7 1 (3.23%) Hadoop Developer
7 1 (3.23%) Lead Developer
7 1 (3.23%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 6 (19.35%) JSON
1 6 (19.35%) Web Services
2 4 (12.90%) Kafka
2 4 (12.90%) Node.js
2 4 (12.90%) RabbitMQ
2 4 (12.90%) Spring
2 4 (12.90%) XML
3 3 (9.68%) ActiveMQ
3 3 (9.68%) Hibernate
3 3 (9.68%) JPA
3 3 (9.68%) SOAP
3 3 (9.68%) Spring Boot
3 3 (9.68%) Spring Cloud
4 2 (6.45%) Apache Avro
5 1 (3.23%) CSS
5 1 (3.23%) HTML
5 1 (3.23%) Natural Language Processing
5 1 (3.23%) NumPy
5 1 (3.23%) Pandas
Miscellaneous
1 11 (35.48%) Computer Science
2 6 (19.35%) Mainframe
3 5 (16.13%) Analytical Skills
4 4 (12.90%) Fintech
5 3 (9.68%) Algorithms
6 2 (6.45%) Data Structures
7 1 (3.23%) Robotics
7 1 (3.23%) Virtual Team
Operating Systems
1 4 (12.90%) Linux
2 1 (3.23%) Unix
Processes & Methodologies
1 17 (54.84%) Analytics
1 17 (54.84%) MapReduce
2 15 (48.39%) Agile Software Development
2 15 (48.39%) Data Modelling
3 13 (41.94%) ETL
3 13 (41.94%) Visualisation
4 11 (35.48%) Business Intelligence
5 8 (25.81%) Machine Learning
6 7 (22.58%) Continuous Integration
6 7 (22.58%) Mathematics
6 7 (22.58%) Project Management
7 6 (19.35%) Data Transformation
7 6 (19.35%) Data Visualisation
7 6 (19.35%) Predictive Analytics
8 5 (16.13%) Disruptive Innovation
8 5 (16.13%) Scrum
8 5 (16.13%) Software Engineering
9 4 (12.90%) Master Data Management
9 4 (12.90%) Performance Tuning
9 4 (12.90%) TDD
Programming Languages
1 22 (70.97%) Java
2 16 (51.61%) Python
3 14 (45.16%) SQL
4 8 (25.81%) JavaScript
5 6 (19.35%) Shell Script
6 3 (9.68%) C++
6 3 (9.68%) R
6 3 (9.68%) Scala
6 3 (9.68%) T-SQL
7 2 (6.45%) C#
7 2 (6.45%) Perl
Qualifications
1 8 (25.81%) Degree
2 7 (22.58%) Computer Science Degree
3 3 (9.68%) PhD
Quality Assurance & Compliance
1 6 (19.35%) Data Quality
2 4 (12.90%) QA
System Software
1 11 (35.48%) HDFS
2 8 (25.81%) Apache Flume
3 3 (9.68%) Docker
Systems Management
1 6 (19.35%) Oozie
2 5 (16.13%) Hadoop YARN
3 4 (12.90%) Nagios
Vendors
1 11 (35.48%) Tableau
2 10 (32.26%) Microsoft
3 6 (19.35%) Birst
3 6 (19.35%) Cloudera
3 6 (19.35%) Cognos
3 6 (19.35%) Informatica
3 6 (19.35%) MicroStrategy
4 5 (16.13%) Oracle
5 2 (6.45%) Google
6 1 (3.23%) IBM