Period
to 11 December 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 11 December 2018 with a comparison to the same period in the previous 2 years.

Apache Pig
North West > Cheshire
6 months to
11 Dec 2018
Same period 2017 Same period 2016
Rank 147 173 147
Rank change year-on-year +26 -26 -
Permanent jobs citing Apache Pig 3 2 1
As % of all permanent IT jobs advertised in Cheshire 0.13% 0.064% 0.044%
As % of the Application Platforms category 1.14% 0.34% 0.26%
Number of salaries quoted 2 2 1
Cheshire median annual salary £61,250 £57,500 £30,000
Median salary % change year-on-year +6.52% +91.67% -
10th Percentile £48,125 £53,000 £27,500
90th Percentile £73,375 £62,000 £32,500
North West median annual salary £45,000 £62,500 £57,000
% change year-on-year -28.00% +9.65% -12.31%

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 263 581 386
As % of all permanent IT jobs advertised in Cheshire 11.00% 18.54% 16.94%
Number of salaries quoted 214 456 338
Cheshire median annual salary £42,000 £43,750 £37,500
Median salary % change year-on-year -4.00% +16.67% -
10th Percentile £23,825 £21,250 £21,850
90th Percentile £73,500 £68,750 £53,250
North West median annual salary £42,500 £41,000 £38,500
% change year-on-year +3.66% +6.49% +2.67%

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 11 December 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 11 December 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 - 2 £61,250 -
Knutsford +18 1 - -
Apache Pig
North West

For the 6 months to 11 December 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 3 (100.00%) Hadoop
1 3 (100.00%) Apache Hive
1 3 (100.00%) Big Data
2 2 (66.67%) Talend
2 2 (66.67%) Apache Spark
2 2 (66.67%) NoSQL
2 2 (66.67%) Java
2 2 (66.67%) Amazon AWS
2 2 (66.67%) Kafka
2 2 (66.67%) Data Engineering
2 2 (66.67%) SQL
2 2 (66.67%) Agile Software Development
3 1 (33.33%) TDD
3 1 (33.33%) Banking
3 1 (33.33%) Data Management
3 1 (33.33%) VSAM
3 1 (33.33%) Investment Banking
3 1 (33.33%) JSON
3 1 (33.33%) CA Endevor
3 1 (33.33%) Selenium
3 1 (33.33%) Wealth Management
3 1 (33.33%) Use Case
3 1 (33.33%) Continuous Integration
3 1 (33.33%) Data Architecture
3 1 (33.33%) Syncsort
3 1 (33.33%) Git (software)
3 1 (33.33%) RESTful
3 1 (33.33%) J2EE
3 1 (33.33%) Oracle
3 1 (33.33%) DB2

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