Period
to 16 October 2018

The following table provides summary statistics for permanent job vacancies advertised in Cheshire 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 16 October 2018 with a comparison to the same period in the previous 2 years.

Apache Pig
North West > Cheshire
6 months to
16 Oct 2018
Same period 2017 Same period 2016
Rank 159 165 -
Rank change year-on-year +6 - +182
Permanent jobs citing Apache Pig 6 6 0
As % of all permanent IT jobs advertised in Cheshire 0.22% 0.21% -
As % of the Application Platforms category 1.99% 1.18% -
Number of salaries quoted 5 6 0
Cheshire median annual salary £70,000 £80,000 -
Median salary % change year-on-year -12.50% - -
North West median annual salary £45,000 £70,000 £57,000
% change year-on-year -35.71% +22.81% +14.00%

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 Cheshire with a requirement for application platform skills.

All Application Platform Skills
Cheshire
Permanent vacancies with a requirement for application platform skills 302 508 357
As % of all permanent IT jobs advertised in Cheshire 11.30% 17.96% 16.49%
Number of salaries quoted 240 396 320
Cheshire median annual salary £39,000 £42,500 £37,500
Median salary % change year-on-year -8.24% +13.33% -6.25%
10th Percentile £22,500 £22,250 £22,000
90th Percentile £60,125 £68,750 £52,575
North West median annual salary £40,000 £40,000 £40,000

Apache Pig
Job Vacancy Trend in Cheshire

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

Job vacancy trend for Apache Pig in Cheshire

Apache Pig
Salary Trend in Cheshire

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

Salary trend for Apache Pig in Cheshire

Apache Pig
Salary Histogram in Cheshire

The salary distribution of IT jobs citing Apache Pig in Cheshire over the 6 months to 16 October 2018.

Salary histogram for Apache Pig in Cheshire

Apache Pig
Job Locations in Cheshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Apache Pig within the Cheshire region over the 6 months to 16 October 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
Chester - 4 £70,000 -
Knutsford +13 1 - -
Apache Pig
North West

For the 6 months to 16 October 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 Cheshire region with a requirement for Apache Pig.

1 6 (100.00%) Hadoop
1 6 (100.00%) Big Data
2 5 (83.33%) Talend
2 5 (83.33%) Kafka
2 5 (83.33%) Apache Spark
2 5 (83.33%) Apache Hive
2 5 (83.33%) NoSQL
2 5 (83.33%) Agile Software Development
2 5 (83.33%) Java
2 5 (83.33%) SQL
3 4 (66.67%) JavaScript
3 4 (66.67%) HTML
3 4 (66.67%) CSS
3 4 (66.67%) JSON
3 4 (66.67%) Continuous Integration
3 4 (66.67%) REST
3 4 (66.67%) Git (software)
3 4 (66.67%) RESTful
3 4 (66.67%) Data Engineering
3 4 (66.67%) AngularJS
3 4 (66.67%) Cloudera
3 4 (66.67%) Amazon AWS
3 4 (66.67%) HTML5
4 3 (50.00%) Continuous Delivery
4 3 (50.00%) SDLC
4 3 (50.00%) Presales
4 3 (50.00%) BDD
4 3 (50.00%) EJB
4 3 (50.00%) Microsoft Azure
4 3 (50.00%) TDD

Apache Pig
Co-occurring IT Skills in Cheshire 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 5 (83.33%) Apache Spark
Cloud Services
1 4 (66.67%) Amazon AWS
2 3 (50.00%) Microsoft Azure
3 1 (16.67%) Amazon EMR
3 1 (16.67%) Amazon Kinesis
3 1 (16.67%) Amazon S3
3 1 (16.67%) AWS Lambda
3 1 (16.67%) Serverless
Database & Business Intelligence
1 6 (100.00%) Big Data
1 6 (100.00%) Hadoop
2 5 (83.33%) Apache Hive
2 5 (83.33%) NoSQL
3 1 (16.67%) Amazon Redshift
3 1 (16.67%) DB2
3 1 (16.67%) HBase
3 1 (16.67%) Impala
3 1 (16.67%) RDBMS
3 1 (16.67%) Relational Database
Development Applications
1 4 (66.67%) Git (software)
2 1 (16.67%) Cucumber
2 1 (16.67%) JIRA
2 1 (16.67%) JIRA Agile
2 1 (16.67%) LoadRunner
2 1 (16.67%) Selenium
General
1 1 (16.67%) Automotive
1 1 (16.67%) Banking
1 1 (16.67%) Investment Banking
1 1 (16.67%) Law
1 1 (16.67%) Legal
1 1 (16.67%) Retail
Job Titles
1 4 (66.67%) Architect
2 2 (33.33%) Presales Solution Architect
2 2 (33.33%) Solutions Architect
2 2 (33.33%) Technical Architect
3 1 (16.67%) Analyst
3 1 (16.67%) Big Data Engineer
3 1 (16.67%) Chief Architect
3 1 (16.67%) Chief Technical Architect
3 1 (16.67%) Data Analyst
3 1 (16.67%) Data Engineer
3 1 (16.67%) Technical Analyst
Libraries, Frameworks & Software Standards
1 5 (83.33%) Kafka
2 4 (66.67%) AngularJS
2 4 (66.67%) CSS
2 4 (66.67%) HTML
2 4 (66.67%) HTML5
2 4 (66.67%) JSON
2 4 (66.67%) REST
2 4 (66.67%) RESTful
3 3 (50.00%) EJB
3 3 (50.00%) J2EE
3 3 (50.00%) JMS
4 1 (16.67%) Gherkin
4 1 (16.67%) Regular Expression
Miscellaneous
1 1 (16.67%) Computer Science
1 1 (16.67%) Mainframe
1 1 (16.67%) VSAM
Operating Systems
1 1 (16.67%) Unix
Processes & Methodologies
1 5 (83.33%) Agile Software Development
2 4 (66.67%) Continuous Integration
2 4 (66.67%) Data Engineering
3 3 (50.00%) BDD
3 3 (50.00%) Continuous Delivery
3 3 (50.00%) Data Modelling
3 3 (50.00%) Presales
3 3 (50.00%) SDLC
3 3 (50.00%) Service Delivery
3 3 (50.00%) TDD
4 2 (33.33%) Data Governance
4 2 (33.33%) Use Case
5 1 (16.67%) Data Augmentation
5 1 (16.67%) Data Management
5 1 (16.67%) Enterprise Architecture
5 1 (16.67%) KYC
5 1 (16.67%) MODAF
5 1 (16.67%) TOGAF
5 1 (16.67%) Wealth Management
5 1 (16.67%) Zachman Framework
Programming Languages
1 5 (83.33%) Java
1 5 (83.33%) SQL
2 4 (66.67%) JavaScript
3 1 (16.67%) COBOL
3 1 (16.67%) JCL
3 1 (16.67%) Perl
3 1 (16.67%) PL/SQL
3 1 (16.67%) REXX
3 1 (16.67%) Shell Script
Qualifications
1 1 (16.67%) Degree
System Software
1 1 (16.67%) HDFS
Systems Management
1 1 (16.67%) CA Endevor
Vendors
1 5 (83.33%) Talend
2 4 (66.67%) Cloudera
3 1 (16.67%) Atlassian
3 1 (16.67%) Oracle
3 1 (16.67%) Syncsort
3 1 (16.67%) Twitter