The following table provides summary statistics for permanent job vacancies advertised in the City of London 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 3 months to 24 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
24 Mar 2017
Same period 2016 Same period 2015
Apache Pig
London / City of London
Rank 202 258 293
Rank change year-on-year +56 +35  
Permanent jobs citing Apache Pig 16 11 26
As % of all permanent IT jobs advertised in the City of London 0.32% 0.16% 0.26%
As % of the Application Platforms category 1.86% 0.91% 1.26%
Number of salaries quoted 16 6 25
Median salary £77,500 £73,750 £75,000
Median salary % change year-on-year +5.08% -1.66%  
90% offered a salary of more than £62,500 £60,000 £55,000
10% offered a salary of more than £100,000 £91,250 £97,500
UK excluding London median salary £52,500 £57,500 £55,000
% change year-on-year -8.69% +4.54%  

Apache Pig is in the application platform skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the City of London with a requirement for application platform skills.

Application Platform Skills
City of London
Permanent job vacancies with a requirement for application platform skills 858 1205 2067
As % of all permanent IT job vacancies advertised in the City of London 16.91% 17.04% 20.32%
Number of salaries quoted 777 1061 1780
Median salary £57,500 £55,000 £52,500
Median salary % change year-on-year +4.54% +4.76%  
90% offered a salary of more than £27,500 £35,000 £32,500
10% offered a salary of more than £77,500 £72,500 £77,500
UK excluding London median salary £40,000 £40,000 £40,000

Apache Pig
Job Vacancy Trend in the City of London

The job posting trend of jobs advertised in the City of London citing Apache Pig as a proportion of all permanent or contract IT jobs with a match in the Application Platforms category.

Job vacancy trend for Apache Pig in the City of London

Apache Pig
Salary Trend in the City of London

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

Salary trend for Apache Pig in the City of London

Apache Pig
Salary Histogram in the City of London

The salary distribution of IT jobs citing Apache Pig in the City of London over the 3 months to 24 March 2017.

Salary histogram for Apache Pig in the City of London

Apache Pig
Top 30 Related IT Skills in the City of London

For the 6 months to 24 March 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 City of London region with a requirement for Apache Pig.

1 25 (92.59%) Apache Hive
1 25 (92.59%) Big Data
2 22 (81.48%) Hadoop
3 18 (66.67%) Analytical Skills
4 16 (59.26%) Apache Spark
5 15 (55.56%) HDFS
5 15 (55.56%) Python
6 13 (48.15%) Java
7 12 (44.44%) HBase
7 12 (44.44%) Oozie
8 11 (40.74%) Analytics
8 11 (40.74%) MapReduce
9 10 (37.04%) Stakeholder Management
9 10 (37.04%) Sqoop
10 9 (33.33%) Retail
10 9 (33.33%) Business Intelligence
10 9 (33.33%) E-Commerce
10 9 (33.33%) R
10 9 (33.33%) Scala
10 9 (33.33%) Credit Risk
11 7 (25.93%) Marketing
11 7 (25.93%) Web Analytics
11 7 (25.93%) Unix
11 7 (25.93%) Linux
11 7 (25.93%) Agile Software Development
11 7 (25.93%) Hortonworks
12 6 (22.22%) Kafka
12 6 (22.22%) Line Management
12 6 (22.22%) Virtual Team Management
12 6 (22.22%) Virtual Team

Apache Pig
Top Related IT Skills in the City of London 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 16 (59.26%) Apache Spark
2 3 (11.11%) SAS
3 2 (7.41%) Apache
4 1 (3.70%) Elasticsearch
Applications
1 3 (11.11%) SPSS
2 1 (3.70%) Gephi
Cloud Services
1 4 (14.81%) Amazon AWS
2 3 (11.11%) Microsoft Azure
3 1 (3.70%) Google Cloud Platform
Database & Business Intelligence
1 25 (92.59%) Apache Hive
1 25 (92.59%) Big Data
2 22 (81.48%) Hadoop
3 12 (44.44%) HBase
4 10 (37.04%) Sqoop
5 4 (14.81%) Data Mining
6 3 (11.11%) MongoDB
6 3 (11.11%) RDBMS
6 3 (11.11%) Relational Database
7 2 (7.41%) BusinessObjects
7 2 (7.41%) Data Warehouse
7 2 (7.41%) Impala
7 2 (7.41%) SQL Server
8 1 (3.70%) Apache Cassandra
8 1 (3.70%) BigQuery
8 1 (3.70%) HDInsight
8 1 (3.70%) NoSQL
8 1 (3.70%) Power BI
General
1 9 (33.33%) Retail
2 7 (25.93%) Marketing
3 4 (14.81%) Finance
4 2 (7.41%) Banking
Job Titles
1 6 (22.22%) Data Scientist
1 6 (22.22%) E-Commerce Director
2 5 (18.52%) Administrator
2 5 (18.52%) Big Data Engineer
2 5 (18.52%) Data Administrator
2 5 (18.52%) Data Engineer
2 5 (18.52%) Hadoop Administrator
2 5 (18.52%) Linux Administrator
3 2 (7.41%) Analyst
3 2 (7.41%) Data Analyst
3 2 (7.41%) Developer
3 2 (7.41%) Junior
3 2 (7.41%) Junior Developer
3 2 (7.41%) Junior Python Developer
3 2 (7.41%) Python Developer
3 2 (7.41%) SAS Analyst
3 2 (7.41%) SAS Data Analyst
3 2 (7.41%) Senior Data Engineer
3 2 (7.41%) Strategy Analyst
4 1 (3.70%) Senior Linux Administrator
Libraries, Frameworks & Software Standards
1 6 (22.22%) Kafka
2 2 (7.41%) D3.js
2 2 (7.41%) Flask
2 2 (7.41%) Web Services
Miscellaneous
1 18 (66.67%) Analytical Skills
2 9 (33.33%) Credit Risk
3 6 (22.22%) Virtual Team
4 2 (7.41%) Computer Science
4 2 (7.41%) Fintech
Operating Systems
1 7 (25.93%) Linux
1 7 (25.93%) Unix
Processes & Methodologies
1 11 (40.74%) Analytics
1 11 (40.74%) MapReduce
2 10 (37.04%) Stakeholder Management
3 9 (33.33%) Business Intelligence
3 9 (33.33%) E-Commerce
4 7 (25.93%) Agile Software Development
4 7 (25.93%) Web Analytics
5 6 (22.22%) Line Management
5 6 (22.22%) Machine Learning
5 6 (22.22%) Matrix Organization
5 6 (22.22%) Virtual Team Management
6 5 (18.52%) Capacity Planning
7 4 (14.81%) Actionable Insight
7 4 (14.81%) Data Analysis
7 4 (14.81%) ETL
7 4 (14.81%) Open Source
7 4 (14.81%) Predictive Analytics
7 4 (14.81%) Statistical Modelling
8 3 (11.11%) Data Architecture
8 3 (11.11%) Statistics
Programming Languages
1 15 (55.56%) Python
2 13 (48.15%) Java
3 9 (33.33%) R
3 9 (33.33%) Scala
4 5 (18.52%) Perl
5 2 (7.41%) Bash Shell
5 2 (7.41%) C#
5 2 (7.41%) SQL
6 1 (3.70%) C++
Qualifications
1 2 (7.41%) Degree
1 2 (7.41%) PhD
Quality Assurance & Compliance
1 2 (7.41%) IAS 39
1 2 (7.41%) IFRS
1 2 (7.41%) IFRS 9
2 1 (3.70%) Data Quality
System Software
1 15 (55.56%) HDFS
2 4 (14.81%) Apache Flume
3 2 (7.41%) Docker
Systems Management
1 12 (44.44%) Oozie
2 5 (18.52%) Ambari
3 2 (7.41%) Hadoop YARN
3 2 (7.41%) Tivoli
Vendors
1 7 (25.93%) Hortonworks
2 2 (7.41%) Cloudera
2 2 (7.41%) MapR
2 2 (7.41%) Oracle
2 2 (7.41%) SAP
2 2 (7.41%) Teradata
3 1 (3.70%) Tableau
City, London
Oliver Bernard
Salary: £95000 - £105000 per annum
Posted: 3 days ago
City, London
ANSON MCCADE
Salary: £45,000 - circa £85,000
Posted: 3 days ago
City, London
ANSON MCCADE
Salary: £45,000 - £85,000 + extensive benefits package
Posted: 3 days ago
City, London
Accenture
Salary: Competitive
Posted: 15 days ago