Period
to 19 November 2017

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 6 months to 19 November 2017 with a comparison to the same period in the previous 2 years.

Apache Pig
Central London > City of London
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 305 332 356
Rank change year-on-year +27 +24 +57
Permanent jobs citing Apache Pig 17 18 73
As % of all permanent IT jobs advertised in the City of London 0.17% 0.15% 0.42%
As % of the Application Platforms category 0.90% 0.83% 2.24%
Number of salaries quoted 17 17 71
City of London median annual salary £100,000 £85,000 £77,500
Median salary % change year-on-year +17.65% +9.68% +19.23%
10th Percentile £65,000 £56,250 £48,750
90th Percentile £115,000 £96,250 £95,000
Central London median annual salary £100,000 £85,000 £75,000
% change year-on-year +17.65% +13.33% +15.38%

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 the City of London with a requirement for application platform skills.

All Application Platform Skills
City of London
Permanent vacancies with a requirement for application platform skills 1882 2170 3265
As % of all permanent IT jobs advertised in the City of London 18.58% 18.67% 18.99%
Number of salaries quoted 1727 1989 2813
City of London median annual salary £60,000 £56,500 £53,500
Median salary % change year-on-year +6.19% +5.61% +1.90%
10th Percentile £35,000 £35,000 £31,250
90th Percentile £87,500 £85,000 £81,250
Central London median annual salary £57,500 £55,000 £52,500
% change year-on-year +4.55% +4.76% +3.96%

Apache Pig
Job Vacancy Trend in the City of London

Job postings citing Apache Pig as a percentage of all IT jobs advertised in the City of London.

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 6 months to 19 November 2017.

Salary histogram for Apache Pig in the City of London

Apache Pig
Job Locations in the City of London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Apache Pig within the City of London region over the 6 months to 19 November 2017. 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
Moorgate - 3 £90,000 -
Apache Pig
Central London

For the 6 months to 19 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 City of London region with a requirement for Apache Pig.

1 17 (100.00%) Hadoop
2 14 (82.35%) Apache Hive
2 14 (82.35%) Big Data
3 12 (70.59%) Apache Spark
4 11 (64.71%) Java
4 11 (64.71%) Python
5 10 (58.82%) Scala
6 9 (52.94%) MapReduce
7 8 (47.06%) Statistics
8 7 (41.18%) Business Intelligence
8 7 (41.18%) HBase
8 7 (41.18%) Machine Learning
8 7 (41.18%) Analytics
8 7 (41.18%) Sqoop
9 6 (35.29%) Tableau
9 6 (35.29%) R
9 6 (35.29%) Data Mining
9 6 (35.29%) SQL
9 6 (35.29%) Finance
9 6 (35.29%) Agile Software Development
9 6 (35.29%) Retail
9 6 (35.29%) MongoDB
9 6 (35.29%) Apache Cassandra
10 5 (29.41%) Banking
10 5 (29.41%) Stakeholder Management
10 5 (29.41%) SPSS
10 5 (29.41%) SAS
10 5 (29.41%) Pandas
10 5 (29.41%) NumPy
11 4 (23.53%) Kafka

Apache Pig
Co-occurring 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 12 (70.59%) Apache Spark
2 5 (29.41%) SAS
3 2 (11.76%) Apache
4 1 (5.88%) Jupyter
Applications
1 5 (29.41%) SPSS
Cloud Services
1 4 (23.53%) Amazon AWS
2 2 (11.76%) Amazon EC2
2 2 (11.76%) Amazon EMR
2 2 (11.76%) Cloud Computing
3 1 (5.88%) Amazon Kinesis
Database & Business Intelligence
1 17 (100.00%) Hadoop
2 14 (82.35%) Apache Hive
2 14 (82.35%) Big Data
3 7 (41.18%) HBase
3 7 (41.18%) Sqoop
4 6 (35.29%) Apache Cassandra
4 6 (35.29%) Data Mining
4 6 (35.29%) MongoDB
5 4 (23.53%) Flink
5 4 (23.53%) NoSQL
6 3 (17.65%) Power BI
7 2 (11.76%) Amazon Redshift
7 2 (11.76%) Data Lake
7 2 (11.76%) QlikView
7 2 (11.76%) Spotfire
7 2 (11.76%) Triplestore
8 1 (5.88%) Apache Kudu
8 1 (5.88%) Apache Zeppelin
8 1 (5.88%) Data Warehouse
8 1 (5.88%) Impala
Development Applications
1 1 (5.88%) Git (software)
General
1 6 (35.29%) Finance
1 6 (35.29%) Retail
2 5 (29.41%) Banking
3 2 (11.76%) Games
4 1 (5.88%) Marketing
Job Titles
1 6 (35.29%) Data Scientist
2 2 (11.76%) Analytics Manager
2 2 (11.76%) Architect
2 2 (11.76%) Big Data Architect
2 2 (11.76%) Big Data Developer
2 2 (11.76%) Big Data Solutions Architect
2 2 (11.76%) Data Analytics Manager
2 2 (11.76%) Data Architect
2 2 (11.76%) Developer
2 2 (11.76%) E-Commerce Director
2 2 (11.76%) Hadoop Developer
2 2 (11.76%) Lead Architect
2 2 (11.76%) Lead Data Architect
2 2 (11.76%) Lead Solutions Architect
2 2 (11.76%) Senior Analytics Manager
2 2 (11.76%) Senior Manager
2 2 (11.76%) Solutions Architect
2 2 (11.76%) Technology Director
3 1 (5.88%) Head of Business Intelligence
3 1 (5.88%) Junior
Libraries, Frameworks & Software Standards
1 5 (29.41%) NumPy
1 5 (29.41%) Pandas
2 4 (23.53%) GraphX
2 4 (23.53%) Kafka
2 4 (23.53%) MLlib
2 4 (23.53%) scikit-learn
2 4 (23.53%) TensorFlow
3 2 (11.76%) Node.js
3 2 (11.76%) Web Services
4 1 (5.88%) Apache Avro
4 1 (5.88%) Matplotlib
4 1 (5.88%) Natural Language Processing
4 1 (5.88%) REST
4 1 (5.88%) RESTful
Miscellaneous
1 4 (23.53%) Algorithms
2 3 (17.65%) Equities
3 2 (11.76%) Analytical Skills
3 2 (11.76%) Taxonomies
3 2 (11.76%) Virtual Team
4 1 (5.88%) Computer Science
Operating Systems
1 2 (11.76%) Linux
Processes & Methodologies
1 9 (52.94%) MapReduce
2 8 (47.06%) Statistics
3 7 (41.18%) Analytics
3 7 (41.18%) Business Intelligence
3 7 (41.18%) Machine Learning
4 6 (35.29%) Agile Software Development
5 5 (29.41%) Stakeholder Management
6 4 (23.53%) E-Commerce
6 4 (23.53%) Mathematics
7 3 (17.65%) Acceptance Criteria
7 3 (17.65%) Algorithmic Trading
7 3 (17.65%) Data Analysis
7 3 (17.65%) Data Engineering
7 3 (17.65%) Kalman Filter
7 3 (17.65%) Open Source
7 3 (17.65%) Predictive Analytics
7 3 (17.65%) Predictive Modelling
7 3 (17.65%) Statistical Modelling
8 2 (11.76%) Line Management
8 2 (11.76%) Performance Tuning
Programming Languages
1 11 (64.71%) Java
1 11 (64.71%) Python
2 10 (58.82%) Scala
3 6 (35.29%) R
3 6 (35.29%) SQL
4 4 (23.53%) C
4 4 (23.53%) C++
4 4 (23.53%) MATLAB
5 3 (17.65%) Fortran
6 2 (11.76%) Perl
6 2 (11.76%) PHP
7 1 (5.88%) HiveQL
Qualifications
1 4 (23.53%) Degree
2 3 (17.65%) PhD
3 1 (5.88%) Computer Science Degree
Quality Assurance & Compliance
1 2 (11.76%) Data Quality
1 2 (11.76%) GDPR
System Software
1 4 (23.53%) Apache Flume
1 4 (23.53%) HDFS
Systems Management
1 2 (11.76%) Oozie
1 2 (11.76%) Opscode Chef
2 1 (5.88%) Hadoop YARN
Vendors
1 6 (35.29%) Tableau
2 1 (5.88%) Google
2 1 (5.88%) Vertica