Period
to 23 January 2018

The following table provides summary statistics for permanent job vacancies advertised in Berkshire 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 23 January 2018 with a comparison to the same period in the previous 2 years.

Apache Pig
South East > Berkshire
6 months to
23 Jan 2018
Same period 2017 Same period 2016
Rank 230 278 312
Rank change year-on-year +48 +34 -
Permanent jobs citing Apache Pig 25 10 19
As % of all permanent IT jobs advertised in Berkshire 0.38% 0.13% 0.17%
As % of the Application Platforms category 2.20% 0.68% 1.03%
Number of salaries quoted 25 10 19
Berkshire median annual salary £55,000 £51,250 £50,000
Median salary % change year-on-year +7.32% +2.50% -
10th Percentile £32,000 £36,000 £41,250
90th Percentile £73,750 £95,875 £62,500
South East median annual salary £55,000 £54,000 £50,000
% change year-on-year +1.85% +8.00% -9.09%

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 Berkshire with a requirement for application platform skills.

All Application Platform Skills
Berkshire
Permanent vacancies with a requirement for application platform skills 1,138 1,469 1,852
As % of all permanent IT jobs advertised in Berkshire 17.27% 18.80% 17.03%
Number of salaries quoted 967 1,255 1,584
Berkshire median annual salary £47,500 £50,000 £47,500
Median salary % change year-on-year -5.00% +5.26% +11.76%
10th Percentile £28,000 £29,750 £28,825
90th Percentile £72,500 £71,250 £70,000
South East median annual salary £42,500 £45,000 £42,500
% change year-on-year -5.56% +5.88% +6.25%

Apache Pig
Job Vacancy Trend in Berkshire

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

Job vacancy trend for Apache Pig in Berkshire

Apache Pig
Salary Trend in Berkshire

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

Salary trend for Apache Pig in Berkshire

Apache Pig
Salary Histogram in Berkshire

The salary distribution of IT jobs citing Apache Pig in Berkshire over the 6 months to 23 January 2018.

Salary histogram for Apache Pig in Berkshire

Apache Pig
Job Locations in Berkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Apache Pig within the Berkshire region over the 6 months to 23 January 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
Reading +26 14 £41,000 -18.00% 2
Slough - 7 £65,000 -
Newbury - 1 £60,000 - 1
Apache Pig
South East

For the 6 months to 23 January 2018, 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 Berkshire region with a requirement for Apache Pig.

1 22 (88.00%) Hadoop
2 16 (64.00%) Java
2 16 (64.00%) Python
3 15 (60.00%) Visualisation
3 15 (60.00%) Apache Hive
3 15 (60.00%) Tableau
3 15 (60.00%) HBase
4 14 (56.00%) Analytics
4 14 (56.00%) Apache Spark
4 14 (56.00%) QlikView
4 14 (56.00%) Data Warehouse
4 14 (56.00%) Data Modelling
4 14 (56.00%) ETL
4 14 (56.00%) Business Intelligence
5 12 (48.00%) Computer Science
5 12 (48.00%) HDFS
5 12 (48.00%) MapReduce
6 11 (44.00%) Agile Software Development
6 11 (44.00%) Star Schema
6 11 (44.00%) Microsoft
7 10 (40.00%) SQL
7 10 (40.00%) Degree
7 10 (40.00%) Computer Science Degree
8 9 (36.00%) Mathematics
8 9 (36.00%) Big Data
8 9 (36.00%) Apache Flume
9 8 (32.00%) JavaScript
9 8 (32.00%) Oracle
9 8 (32.00%) Sqoop
10 7 (28.00%) Data Transformation

Apache Pig
Co-occurring IT Skills in Berkshire 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 14 (56.00%) Apache Spark
2 4 (16.00%) Apache Solr
2 4 (16.00%) Elasticsearch
3 3 (12.00%) Apache
3 3 (12.00%) Oracle SOA Suite
3 3 (12.00%) WebLogic
4 2 (8.00%) SAS
5 1 (4.00%) Tomcat
Applications
1 7 (28.00%) Microsoft Excel
1 7 (28.00%) Microsoft Office
1 7 (28.00%) Microsoft PowerPoint
1 7 (28.00%) MS Visio
2 1 (4.00%) SPSS
Business Applications
1 3 (12.00%) Oracle 11i
1 3 (12.00%) Oracle Assets
1 3 (12.00%) Oracle EBS
1 3 (12.00%) Oracle EBS R12
1 3 (12.00%) Oracle General Ledger
1 3 (12.00%) Oracle iProcurement
1 3 (12.00%) Oracle Payables
1 3 (12.00%) Oracle Receivables
Cloud Services
1 4 (16.00%) Amazon AWS
1 4 (16.00%) Amazon EMR
2 3 (12.00%) GitHub
Database & Business Intelligence
1 22 (88.00%) Hadoop
2 15 (60.00%) Apache Hive
2 15 (60.00%) HBase
3 14 (56.00%) Data Warehouse
3 14 (56.00%) QlikView
4 11 (44.00%) Star Schema
5 9 (36.00%) Big Data
6 8 (32.00%) Sqoop
7 7 (28.00%) Pentaho
7 7 (28.00%) Power BI
8 6 (24.00%) NoSQL
9 5 (20.00%) Impala
9 5 (20.00%) MySQL
9 5 (20.00%) SQL Server
10 4 (16.00%) MongoDB
10 4 (16.00%) Relational Database
10 4 (16.00%) SQL Server Analysis Services
10 4 (16.00%) SQL Server Integration Services
11 3 (12.00%) Oracle Database
11 3 (12.00%) Redis
Development Applications
1 3 (12.00%) Ant
1 3 (12.00%) Eclipse
1 3 (12.00%) Git (software)
1 3 (12.00%) IntelliJ
1 3 (12.00%) Jenkins
1 3 (12.00%) JIRA
1 3 (12.00%) Maven
1 3 (12.00%) NetBeans
1 3 (12.00%) Team Foundation Server
General
1 5 (20.00%) Finance
2 1 (4.00%) Banking
Job Titles
1 9 (36.00%) Developer
2 5 (20.00%) Business Intelligence Developer
3 4 (16.00%) Business Developer
3 4 (16.00%) Java Developer
4 3 (12.00%) Consultant
4 3 (12.00%) Data Scientist
4 3 (12.00%) Oracle Consultant
4 3 (12.00%) Software Engineer
5 2 (8.00%) Graduate
5 2 (8.00%) Graduate Software Engineer
5 2 (8.00%) Senior Developer
5 2 (8.00%) Senior Java Developer
6 1 (4.00%) Big Data Engineer
6 1 (4.00%) Business Intelligence Lead
6 1 (4.00%) Cybersecurity Engineer
6 1 (4.00%) Data Manager
6 1 (4.00%) Lead Developer
6 1 (4.00%) Security Engineer
6 1 (4.00%) Senior Security Engineer
6 1 (4.00%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 7 (28.00%) JSON
1 7 (28.00%) Web Services
1 7 (28.00%) XML
2 6 (24.00%) SOAP
3 4 (16.00%) Node.js
3 4 (16.00%) RabbitMQ
3 4 (16.00%) Spring
4 3 (12.00%) ActiveMQ
4 3 (12.00%) EJB
4 3 (12.00%) EJB 3.0
4 3 (12.00%) Hibernate
4 3 (12.00%) Java EE
4 3 (12.00%) JMS
4 3 (12.00%) JPA
4 3 (12.00%) Kafka
4 3 (12.00%) Oracle Fusion
4 3 (12.00%) Spring Boot
4 3 (12.00%) Spring Cloud
4 3 (12.00%) XSD
4 3 (12.00%) XSLT
Miscellaneous
1 12 (48.00%) Computer Science
2 7 (28.00%) Mainframe
3 5 (20.00%) Analytical Skills
4 3 (12.00%) Algorithms
4 3 (12.00%) Hybrid Cloud
4 3 (12.00%) Private Cloud
4 3 (12.00%) Public Cloud
5 2 (8.00%) Data Structures
6 1 (4.00%) Analytical Mindset
6 1 (4.00%) Robotics
6 1 (4.00%) Virtual Team
Operating Systems
1 4 (16.00%) Linux
Processes & Methodologies
1 15 (60.00%) Visualisation
2 14 (56.00%) Analytics
2 14 (56.00%) Business Intelligence
2 14 (56.00%) Data Modelling
2 14 (56.00%) ETL
3 12 (48.00%) MapReduce
4 11 (44.00%) Agile Software Development
5 9 (36.00%) Mathematics
6 7 (28.00%) Continuous Integration
6 7 (28.00%) Data Transformation
6 7 (28.00%) Data Visualisation
6 7 (28.00%) High Availability
6 7 (28.00%) Project Management
7 6 (24.00%) Predictive Analytics
8 5 (20.00%) Machine Learning
9 4 (16.00%) Big Data Analytics
9 4 (16.00%) Data Governance
9 4 (16.00%) Data Integration
9 4 (16.00%) Master Data Management
9 4 (16.00%) Performance Tuning
Programming Languages
1 16 (64.00%) Java
1 16 (64.00%) Python
2 10 (40.00%) SQL
3 8 (32.00%) JavaScript
4 7 (28.00%) Shell Script
5 3 (12.00%) PL/SQL
5 3 (12.00%) Scala
5 3 (12.00%) T-SQL
5 3 (12.00%) WebLogic Scripting Tool
5 3 (12.00%) XPath
6 2 (8.00%) C#
6 2 (8.00%) C++
6 2 (8.00%) Perl
6 2 (8.00%) R
Qualifications
1 10 (40.00%) Computer Science Degree
1 10 (40.00%) Degree
2 3 (12.00%) ISTQB
2 3 (12.00%) PRINCE2 Certification
3 2 (8.00%) PhD
Quality Assurance & Compliance
1 5 (20.00%) Data Quality
2 4 (16.00%) QA
System Software
1 12 (48.00%) HDFS
2 9 (36.00%) Apache Flume
3 3 (12.00%) Docker
Systems Management
1 7 (28.00%) Oozie
2 4 (16.00%) Hadoop YARN
2 4 (16.00%) Nagios
Vendors
1 15 (60.00%) Tableau
2 11 (44.00%) Microsoft
3 8 (32.00%) Oracle
4 7 (28.00%) Birst
4 7 (28.00%) Cognos
4 7 (28.00%) Informatica
4 7 (28.00%) MicroStrategy
5 4 (16.00%) Cloudera
6 3 (12.00%) Kofax
6 3 (12.00%) Perforce
7 1 (4.00%) IBM