Period
to 22 October 2019

The following table provides summary statistics for permanent job vacancies advertised in 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 22 October 2019 with a comparison to the same period in the previous 2 years.

Apache Pig
England > London
6 months to
22 Oct 2019
Same period 2018 Same period 2017
Rank 654 663 734
Rank change year-on-year +9 +71 -64
Permanent jobs citing Apache Pig 62 147 126
As % of all permanent IT jobs advertised in London 0.11% 0.22% 0.17%
As % of the Application Platforms category 0.74% 1.22% 0.89%
Number of salaries quoted 51 106 99
London median annual salary £85,000 £75,000 £82,500
Median salary % change year-on-year +13.33% -9.09% +6.45%
10th Percentile £62,500 £46,250 £45,000
90th Percentile £115,000 £105,313 £115,000
England median annual salary £80,000 £70,000 £70,000
% change year-on-year +14.29% - +16.67%

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 London with a requirement for application platform skills.

All Application Platform Skills
London
Permanent vacancies with a requirement for application platform skills 8,385 12,007 14,109
As % of all permanent IT jobs advertised in London 15.36% 17.64% 19.01%
Number of salaries quoted 6,861 9,597 11,206
London median annual salary £62,500 £60,000 £57,500
Median salary % change year-on-year +4.17% +4.35% +4.55%
10th Percentile £32,500 £32,500 £32,500
90th Percentile £95,000 £92,500 £86,250
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Apache Pig
Job Vacancy Trend in London

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

Job vacancy trend for Apache Pig in London

Apache Pig
Salary Trend in London

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

Salary trend for Apache Pig in London

Apache Pig
Salary Histogram in London

The salary distribution of IT jobs citing Apache Pig in London over the 6 months to 22 October 2019.

Salary histogram for Apache Pig in London

Apache Pig
Job Locations in 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 London region over the 6 months to 22 October 2019. 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
Central London +6 8 £75,000 -11.76%
West London +15 4 £105,000 +50.00% 1
Apache Pig
England

For the 6 months to 22 October 2019, 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 London region with a requirement for Apache Pig.

1 60 (96.77%) Hadoop
2 55 (88.71%) Apache Spark
3 49 (79.03%) Apache Hive
3 49 (79.03%) Big Data
4 45 (72.58%) Azure
5 44 (70.97%) Python
6 42 (67.74%) AWS
7 41 (66.13%) Machine Learning
8 38 (61.29%) SQL
9 37 (59.68%) GCP
10 35 (56.45%) Scala
11 34 (54.84%) Java
12 33 (53.23%) Kafka
13 32 (51.61%) MongoDB
14 30 (48.39%) Cloudera
15 29 (46.77%) Analytics
16 28 (45.16%) DevOps
17 27 (43.55%) Sqoop
18 26 (41.94%) Data Modelling
19 25 (40.32%) Law
19 25 (40.32%) NoSQL
20 23 (37.10%) Oozie
20 23 (37.10%) Data Science
21 22 (35.48%) HBase
22 21 (33.87%) Apache NiFi
23 20 (32.26%) Apache ZooKeeper
24 18 (29.03%) Analytical Skills
24 18 (29.03%) Business Intelligence
25 17 (27.42%) Data Engineering
26 16 (25.81%) ETL

Apache Pig
Co-occurring IT Skills in 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 55 (88.71%) Apache Spark
2 10 (16.13%) Apache
3 3 (4.84%) Elasticsearch
4 2 (3.23%) SAS
5 1 (1.61%) Apache Airflow
5 1 (1.61%) Jupyter
Applications
1 4 (6.45%) GNU Octave
2 2 (3.23%) SPSS
Cloud Services
1 45 (72.58%) Azure
2 42 (67.74%) AWS
3 37 (59.68%) GCP
4 9 (14.52%) Azure Data Factory
5 8 (12.90%) Power Platform
5 8 (12.90%) Serverless
6 4 (6.45%) Amazon CloudWatch
6 4 (6.45%) Amazon EC2
6 4 (6.45%) Amazon EMR
6 4 (6.45%) Amazon Kinesis
6 4 (6.45%) Amazon SQS
6 4 (6.45%) AWS Lambda
6 4 (6.45%) PaaS
7 3 (4.84%) Amazon ECS
7 3 (4.84%) Amazon EKS
8 2 (3.23%) Cortana Intelligence Suite
9 1 (1.61%) Amazon SageMaker
9 1 (1.61%) AWS Data Pipeline
9 1 (1.61%) PowerApps
9 1 (1.61%) Qubole
Communications & Networking
1 1 (1.61%) Kerberos
Database & Business Intelligence
1 60 (96.77%) Hadoop
2 49 (79.03%) Apache Hive
2 49 (79.03%) Big Data
3 32 (51.61%) MongoDB
4 27 (43.55%) Sqoop
5 25 (40.32%) NoSQL
6 22 (35.48%) HBase
7 16 (25.81%) Data Warehouse
8 15 (24.19%) Impala
9 13 (20.97%) Apache Cassandra
10 8 (12.90%) Amazon Redshift
10 8 (12.90%) Data Lake
10 8 (12.90%) Power BI
11 7 (11.29%) Data Mining
11 7 (11.29%) QlikView
12 6 (9.68%) BigQuery
12 6 (9.68%) Enterprise Data Warehouse
12 6 (9.68%) Relational Database
12 6 (9.68%) SQL Server
13 5 (8.06%) Neo4j
Development Applications
1 10 (16.13%) Git (software)
2 4 (6.45%) ER Studio
2 4 (6.45%) ERwin
2 4 (6.45%) PowerDesigner
2 4 (6.45%) Subversion
3 3 (4.84%) Ant
3 3 (4.84%) Gradle
3 3 (4.84%) Maven
4 2 (3.23%) Jenkins
4 2 (3.23%) Visual Studio
5 1 (1.61%) Bitbucket
5 1 (1.61%) JIRA
5 1 (1.61%) Selenium
5 1 (1.61%) SonarQube
General
1 25 (40.32%) Law
2 11 (17.74%) Finance
3 6 (9.68%) Banking
4 4 (6.45%) Electronics
5 3 (4.84%) Marketing
5 3 (4.84%) Retail
Job Titles
1 24 (38.71%) Data Engineer
2 19 (30.65%) Big Data Engineer
3 11 (17.74%) Senior Data Engineer
4 10 (16.13%) Hadoop Engineer
5 9 (14.52%) Python Engineer
6 7 (11.29%) AWS DevOps
6 7 (11.29%) Developer
6 7 (11.29%) Linux/Unix DevOps
7 6 (9.68%) AWS Engineer
7 6 (9.68%) Data Scientist
8 5 (8.06%) Architect
8 5 (8.06%) Business Intelligence Developer
8 5 (8.06%) Senior Business Intelligence Developer
8 5 (8.06%) Senior Developer
9 4 (6.45%) Big Data Manager
9 4 (6.45%) Consultant
9 4 (6.45%) Data Consultant
9 4 (6.45%) Data Manager
9 4 (6.45%) DevOps Manager
10 3 (4.84%) Senior Hadoop Engineer
Libraries, Frameworks & Software Standards
1 33 (53.23%) Kafka
2 21 (33.87%) Apache NiFi
3 10 (16.13%) Spark Streaming
4 6 (9.68%) NumPy
4 6 (9.68%) Pandas
5 5 (8.06%) REST
6 4 (6.45%) Node.js
6 4 (6.45%) RabbitMQ
7 3 (4.84%) Apache Beam
7 3 (4.84%) Keras
7 3 (4.84%) Play Framework
7 3 (4.84%) PySpark
7 3 (4.84%) Web Services
8 2 (3.23%) Matplotlib
8 2 (3.23%) Natural Language Processing
9 1 (1.61%) .NET
9 1 (1.61%) Apache Jena
9 1 (1.61%) EDI
9 1 (1.61%) scikit-learn
9 1 (1.61%) Spring
Miscellaneous
1 18 (29.03%) Analytical Skills
2 4 (6.45%) Semantic Web
3 3 (4.84%) Algorithms
3 3 (4.84%) Cloud Native
3 3 (4.84%) Management Information System
3 3 (4.84%) Virtual Team
4 2 (3.23%) Greenfield Project
5 1 (1.61%) Analytical Mindset
5 1 (1.61%) Data Structures
5 1 (1.61%) Life Science
5 1 (1.61%) Reference Data
5 1 (1.61%) Replication
5 1 (1.61%) Robotics
Operating Systems
1 9 (14.52%) Unix
2 8 (12.90%) Linux
3 4 (6.45%) CentOS
3 4 (6.45%) Ubuntu
4 1 (1.61%) Windows
Processes & Methodologies
1 41 (66.13%) Machine Learning
2 29 (46.77%) Analytics
3 28 (45.16%) DevOps
4 26 (41.94%) Data Modelling
5 23 (37.10%) Data Science
6 18 (29.03%) Business Intelligence
7 17 (27.42%) Data Engineering
8 16 (25.81%) ETL
9 15 (24.19%) MapReduce
10 12 (19.35%) Data Architecture
10 12 (19.35%) Data Management
10 12 (19.35%) Mathematics
11 10 (16.13%) Agile Software Development
11 10 (16.13%) Artificial Intelligence
11 10 (16.13%) Computer Science
11 10 (16.13%) Data Integration
12 9 (14.52%) Software Engineering
12 9 (14.52%) Visualisation
13 8 (12.90%) Data Analytics
13 8 (12.90%) E-Commerce
Programming Languages
1 44 (70.97%) Python
2 38 (61.29%) SQL
3 35 (56.45%) Scala
4 34 (54.84%) Java
5 10 (16.13%) R
6 7 (11.29%) PL/SQL
7 5 (8.06%) C++
8 4 (6.45%) PHP
9 3 (4.84%) Clojure
9 3 (4.84%) Groovy
9 3 (4.84%) Perl
10 1 (1.61%) C#
10 1 (1.61%) Data Analysis Expressions (DAX)
10 1 (1.61%) HiveQL
10 1 (1.61%) Pig Latin
10 1 (1.61%) SPARQL
10 1 (1.61%) TypeScript
Qualifications
1 8 (12.90%) PhD
2 7 (11.29%) Degree
3 3 (4.84%) Master's Degree
4 2 (3.23%) Computer Science Degree
5 1 (1.61%) Numerate Degree
Quality Assurance & Compliance
1 4 (6.45%) Data Quality
1 4 (6.45%) QA
System Software
1 20 (32.26%) Apache ZooKeeper
2 14 (22.58%) Docker
3 11 (17.74%) Apache Flume
4 4 (6.45%) HDFS
5 2 (3.23%) Cronacle
Systems Management
1 23 (37.10%) Oozie
2 6 (9.68%) Kubernetes
2 6 (9.68%) Opscode Chef
3 3 (4.84%) Ambari
3 3 (4.84%) Nagios
4 2 (3.23%) Control-M
4 2 (3.23%) Puppet
4 2 (3.23%) Terraform
5 1 (1.61%) Ansible
5 1 (1.61%) Hadoop YARN
Vendors
1 30 (48.39%) Cloudera
2 13 (20.97%) Google
3 12 (19.35%) Tableau
4 9 (14.52%) Hortonworks
5 7 (11.29%) Microsoft
6 6 (9.68%) Databricks
7 5 (8.06%) Informatica
7 5 (8.06%) MapR
8 4 (6.45%) Oracle
8 4 (6.45%) Talend
9 3 (4.84%) Netezza
9 3 (4.84%) Teradata
10 2 (3.23%) Cognizant
10 2 (3.23%) Cognos
10 2 (3.23%) Dataiku
10 2 (3.23%) SAP
11 1 (1.61%) Dell
11 1 (1.61%) IBM
11 1 (1.61%) MuleSoft
11 1 (1.61%) SnapLogic