Period
to 18 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Reading 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 18 November 2017 with a comparison to the same period in the previous 2 years.

Apache Pig
Berkshire > Reading
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 139 189 -
Rank change year-on-year +50 - -
Permanent jobs citing Apache Pig 12 6 0
As % of all permanent IT jobs advertised in Reading 0.51% 0.17% -
As % of the Application Platforms category 3.22% 0.90% -
Number of salaries quoted 12 4 0
Reading median annual salary £41,250 £46,250 -
Median salary % change year-on-year -10.81% - -
Berkshire median annual salary £57,500 £60,000 £50,000
% change year-on-year -4.17% +20.00% -

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 Reading with a requirement for application platform skills.

All Application Platform Skills
Reading
Permanent vacancies with a requirement for application platform skills 373 669 798
As % of all permanent IT jobs advertised in Reading 15.95% 19.21% 17.24%
Number of salaries quoted 322 576 649
Reading median annual salary £48,250 £47,750 £45,000
Median salary % change year-on-year +1.05% +6.11% -
10th Percentile £27,500 £26,750 £30,000
90th Percentile £70,000 £67,500 £65,000
Berkshire median annual salary £47,500 £50,000 £47,500
% change year-on-year -5.00% +5.26% +11.76%

Apache Pig
Job Vacancy Trend in Reading

Job postings citing Apache Pig as a percentage of all IT jobs advertised in Reading.

Job vacancy trend for Apache Pig in Reading

Apache Pig
Salary Trend in Reading

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

Salary trend for Apache Pig in Reading

Apache Pig
Salary Histogram in Reading

The salary distribution of IT jobs citing Apache Pig in Reading over the 6 months to 18 November 2017.

Salary histogram for Apache Pig in Reading

For the 6 months to 18 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 Reading region with a requirement for Apache Pig.

1 11 (91.67%) Apache Spark
2 10 (83.33%) HBase
2 10 (83.33%) HDFS
3 9 (75.00%) Hadoop
3 9 (75.00%) Apache Hive
4 8 (66.67%) Agile Software Development
5 7 (58.33%) Data Modelling
5 7 (58.33%) Java
5 7 (58.33%) JavaScript
5 7 (58.33%) SQL
5 7 (58.33%) Degree
5 7 (58.33%) Computer Science
5 7 (58.33%) MapReduce
5 7 (58.33%) Big Data
5 7 (58.33%) Computer Science Degree
6 6 (50.00%) Apache Flume
6 6 (50.00%) Continuous Integration
7 5 (41.67%) Visualisation
7 5 (41.67%) Oracle
7 5 (41.67%) Python
7 5 (41.67%) Business Intelligence
7 5 (41.67%) Impala
7 5 (41.67%) Sqoop
8 4 (33.33%) Analytical Skills
8 4 (33.33%) Hadoop YARN
8 4 (33.33%) Power BI
8 4 (33.33%) Oozie
8 4 (33.33%) Performance Tuning
8 4 (33.33%) Relational Database
8 4 (33.33%) Analytics

Apache Pig
Co-occurring IT Skills in Reading 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 11 (91.67%) Apache Spark
2 3 (25.00%) Apache
2 3 (25.00%) Apache Solr
2 3 (25.00%) Elasticsearch
3 1 (8.33%) SAS
3 1 (8.33%) Tomcat
Applications
1 1 (8.33%) SPSS
Cloud Services
1 4 (33.33%) Amazon AWS
1 4 (33.33%) Amazon EMR
Database & Business Intelligence
1 10 (83.33%) HBase
2 9 (75.00%) Apache Hive
2 9 (75.00%) Hadoop
3 7 (58.33%) Big Data
4 5 (41.67%) Impala
4 5 (41.67%) Sqoop
5 4 (33.33%) Data Warehouse
5 4 (33.33%) MySQL
5 4 (33.33%) NoSQL
5 4 (33.33%) Power BI
5 4 (33.33%) QlikView
5 4 (33.33%) Relational Database
5 4 (33.33%) SQL Server
5 4 (33.33%) SQL Server Analysis Services
5 4 (33.33%) SQL Server Integration Services
5 4 (33.33%) Star Schema
6 3 (25.00%) MongoDB
6 3 (25.00%) Redis
7 2 (16.67%) Parquet
8 1 (8.33%) Apache Cassandra
Development Applications
1 4 (33.33%) Jenkins
1 4 (33.33%) JIRA
1 4 (33.33%) Maven
2 3 (25.00%) Eclipse
2 3 (25.00%) Git (software)
2 3 (25.00%) IntelliJ
2 3 (25.00%) NetBeans
General
1 1 (8.33%) Banking
Job Titles
1 8 (66.67%) Developer
2 4 (33.33%) Business Developer
2 4 (33.33%) Business Intelligence Developer
2 4 (33.33%) Java Developer
3 3 (25.00%) Software Engineer
4 2 (16.67%) Graduate
4 2 (16.67%) Graduate Software Engineer
4 2 (16.67%) Senior Developer
4 2 (16.67%) Senior Java Developer
5 1 (8.33%) Big Data Engineer
5 1 (8.33%) Big Data Software Engineer
5 1 (8.33%) Data Engineer
5 1 (8.33%) Data Manager
Libraries, Frameworks & Software Standards
1 4 (33.33%) Spring
1 4 (33.33%) XML
2 3 (25.00%) ActiveMQ
2 3 (25.00%) Hibernate
2 3 (25.00%) JPA
2 3 (25.00%) Kafka
2 3 (25.00%) Node.js
2 3 (25.00%) RabbitMQ
2 3 (25.00%) SOAP
2 3 (25.00%) Spring Boot
2 3 (25.00%) Spring Cloud
2 3 (25.00%) Web Services
3 2 (16.67%) Apache Avro
4 1 (8.33%) Natural Language Processing
Miscellaneous
1 7 (58.33%) Computer Science
2 4 (33.33%) Analytical Skills
3 1 (8.33%) Fintech
3 1 (8.33%) Robotics
Operating Systems
1 3 (25.00%) Linux
2 1 (8.33%) Unix
Processes & Methodologies
1 8 (66.67%) Agile Software Development
2 7 (58.33%) Data Modelling
2 7 (58.33%) MapReduce
3 6 (50.00%) Continuous Integration
4 5 (41.67%) Business Intelligence
4 5 (41.67%) Visualisation
5 4 (33.33%) Analytics
5 4 (33.33%) Big Data Analytics
5 4 (33.33%) Data Architecture
5 4 (33.33%) Data Governance
5 4 (33.33%) Data Management
5 4 (33.33%) Data Visualisation
5 4 (33.33%) Database Tuning
5 4 (33.33%) ETL
5 4 (33.33%) High Availability
5 4 (33.33%) Master Data Management
5 4 (33.33%) Mathematics
5 4 (33.33%) Performance Tuning
5 4 (33.33%) Predictive Analytics
5 4 (33.33%) Scrum
Programming Languages
1 7 (58.33%) Java
1 7 (58.33%) JavaScript
1 7 (58.33%) SQL
2 5 (41.67%) Python
3 3 (25.00%) T-SQL
4 2 (16.67%) Scala
5 1 (8.33%) R
Qualifications
1 7 (58.33%) Computer Science Degree
1 7 (58.33%) Degree
Quality Assurance & Compliance
1 4 (33.33%) Data Quality
1 4 (33.33%) QA
System Software
1 10 (83.33%) HDFS
2 6 (50.00%) Apache Flume
3 3 (25.00%) Docker
Systems Management
1 4 (33.33%) Hadoop YARN
1 4 (33.33%) Nagios
1 4 (33.33%) Oozie
Vendors
1 5 (41.67%) Oracle
2 4 (33.33%) Cloudera
2 4 (33.33%) Microsoft
2 4 (33.33%) Tableau
3 1 (8.33%) IBM