Period
to 24 May 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 24 May 2019 with a comparison to the same period in the previous 2 years.

Apache Pig
England > London
6 months to
24 May 2019
Same period 2018 Same period 2017
Rank 505 694 651
Rank change year-on-year +189 -43 -33
Permanent jobs citing Apache Pig 253 124 181
As % of all permanent IT jobs advertised in London 0.43% 0.18% 0.26%
As % of the Application Platforms category 2.65% 1.00% 1.42%
Number of salaries quoted 210 90 161
London median annual salary £85,000 £80,000 £70,000
Median salary % change year-on-year +6.25% +14.29% -3.45%
10th Percentile £62,500 £47,500 £47,500
90th Percentile £130,000 £130,000 £102,500
England median annual salary £85,000 £65,000 £65,000
% change year-on-year +30.77% - -

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 9,530 12,376 12,761
As % of all permanent IT jobs advertised in London 16.23% 17.86% 18.67%
Number of salaries quoted 7,677 10,033 10,634
London median annual salary £62,500 £60,000 £57,500
Median salary % change year-on-year +4.17% +4.35% +6.19%
10th Percentile £33,750 £35,000 £32,500
90th Percentile £95,000 £90,000 £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 24 May 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 24 May 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 +34 13 £80,000 +60.00% 1
West London +30 1 £87,500 -
Apache Pig
England

For the 6 months to 24 May 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.

1 250 (98.81%) Hadoop
2 237 (93.68%) Apache Spark
3 230 (90.91%) Python
4 226 (89.33%) Amazon AWS
4 226 (89.33%) Big Data
5 212 (83.79%) Scala
6 195 (77.08%) Apache Hive
7 182 (71.94%) Cloudera
8 181 (71.54%) Kafka
9 171 (67.59%) Java
10 161 (63.64%) HBase
11 159 (62.85%) Oozie
12 146 (57.71%) Google Cloud Platform
12 146 (57.71%) Machine Learning
13 138 (54.55%) Microsoft Azure
14 137 (54.15%) NoSQL
15 129 (50.99%) Law
16 125 (49.41%) Data Science
17 117 (46.25%) Agile Software Development
18 111 (43.87%) MapReduce
19 109 (43.08%) Apache Cassandra
20 108 (42.69%) SQL
21 93 (36.76%) MongoDB
21 93 (36.76%) Amazon Redshift
21 93 (36.76%) DevOps
21 93 (36.76%) Apache NiFi
22 91 (35.97%) Elasticsearch
22 91 (35.97%) Apache Flume
23 90 (35.57%) Impala
24 87 (34.39%) Analytics

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
1 237 (93.68%) Apache Spark
2 91 (35.97%) Elasticsearch
3 40 (15.81%) Apache Solr
4 37 (14.62%) Apache
5 3 (1.19%) SAS
6 2 (0.79%) Jupyter
7 1 (0.40%) Apache Airflow
7 1 (0.40%) Cloud Foundry
Applications
1 3 (1.19%) SPSS
2 1 (0.40%) GNU Octave
Cloud Services
1 226 (89.33%) Amazon AWS
2 146 (57.71%) Google Cloud Platform
3 138 (54.55%) Microsoft Azure
4 28 (11.07%) Amazon Kinesis
5 24 (9.49%) Power Platform
6 19 (7.51%) Amazon EMR
7 17 (6.72%) Amazon EC2
8 15 (5.93%) Amazon CloudWatch
8 15 (5.93%) Amazon SQS
9 8 (3.16%) Azure Data Factory
10 6 (2.37%) PaaS
10 6 (2.37%) Serverless
11 5 (1.98%) Boomi
11 5 (1.98%) Cortana Intelligence Suite
12 4 (1.58%) Amazon S3
12 4 (1.58%) AWS Lambda
13 2 (0.79%) Amazon SageMaker
13 2 (0.79%) Azure Stack
13 2 (0.79%) Data Lake Analytics
13 2 (0.79%) IBM Cloud
Communications & Networking
1 16 (6.32%) Internet
2 4 (1.58%) MQTT
3 2 (0.79%) Firewall
Database & Business Intelligence
1 250 (98.81%) Hadoop
2 226 (89.33%) Big Data
3 195 (77.08%) Apache Hive
4 161 (63.64%) HBase
5 137 (54.15%) NoSQL
6 109 (43.08%) Apache Cassandra
7 93 (36.76%) Amazon Redshift
7 93 (36.76%) MongoDB
8 90 (35.57%) Impala
9 87 (34.39%) Sqoop
10 77 (30.43%) Flink
11 76 (30.04%) Couchbase
11 76 (30.04%) CouchDB
12 46 (18.18%) Data Warehouse
13 26 (10.28%) Pentaho
14 25 (9.88%) DataStage
15 24 (9.49%) Power BI
16 22 (8.70%) QlikView
17 21 (8.30%) MySQL
18 18 (7.11%) SQL Server
Development Applications
1 30 (11.86%) Maven
2 29 (11.46%) Git (software)
3 28 (11.07%) Ant
3 28 (11.07%) Gradle
4 4 (1.58%) Visual Studio
5 3 (1.19%) ER Studio
5 3 (1.19%) ERwin
6 2 (0.79%) Hudson
6 2 (0.79%) Jenkins
6 2 (0.79%) Visual Studio Team System
7 1 (0.40%) PowerDesigner
General
1 129 (50.99%) Law
2 20 (7.91%) Banking
3 14 (5.53%) Finance
3 14 (5.53%) Games
4 6 (2.37%) Marketing
5 3 (1.19%) Retail
6 2 (0.79%) Manufacturing
6 2 (0.79%) Telecoms
7 1 (0.40%) Electronics
Job Titles
1 148 (58.50%) Data Engineer
2 138 (54.55%) Big Data Engineer
3 56 (22.13%) Hadoop Engineer
4 36 (14.23%) Senior Data Engineer
5 35 (13.83%) Python Engineer
6 31 (12.25%) AWS DevOps
6 31 (12.25%) Linux/Unix DevOps
7 29 (11.46%) AWS Engineer
8 27 (10.67%) Architect
9 26 (10.28%) Data Architect
10 23 (9.09%) Big Data Architect
11 17 (6.72%) Senior Hadoop Engineer
12 16 (6.32%) AWS DevOps Engineer
12 16 (6.32%) DevOps Engineer
12 16 (6.32%) DevOps Manager
12 16 (6.32%) Linux DevOps Engineer
12 16 (6.32%) Linux Engineer
13 15 (5.93%) Big Data Manager
13 15 (5.93%) Data Manager
14 13 (5.14%) Developer
Libraries, Frameworks & Software Standards
1 181 (71.54%) Kafka
2 93 (36.76%) Apache NiFi
3 36 (14.23%) Spark Streaming
4 18 (7.11%) Web Services
5 17 (6.72%) PySpark
6 15 (5.93%) .NET
6 15 (5.93%) Node.js
7 7 (2.77%) Keras
7 7 (2.77%) TensorFlow
8 6 (2.37%) scikit-learn
9 5 (1.98%) Natural Language Processing
9 5 (1.98%) NumPy
9 5 (1.98%) Pandas
9 5 (1.98%) REST
10 4 (1.58%) Apache Beam
10 4 (1.58%) D3.js
10 4 (1.58%) SciPy
11 3 (1.19%) Caffe
12 2 (0.79%) Anaconda
12 2 (0.79%) Apache Tez
Miscellaneous
1 34 (13.44%) Analytical Skills
2 14 (5.53%) Cloud Native
3 6 (2.37%) Algorithms
4 4 (1.58%) Fintech
4 4 (1.58%) Linked Data
4 4 (1.58%) Linux Command Line
4 4 (1.58%) User Experience
4 4 (1.58%) Virtual Team
5 3 (1.19%) Management Information System
5 3 (1.19%) Public Cloud
6 2 (0.79%) Data Structures
6 2 (0.79%) FMCG
6 2 (0.79%) Greenfield Project
6 2 (0.79%) PMI
7 1 (0.40%) Analytical Mindset
7 1 (0.40%) Data Centre
7 1 (0.40%) Semantic Web
Operating Systems
1 46 (18.18%) Unix
2 35 (13.83%) Linux
3 15 (5.93%) CentOS
3 15 (5.93%) Ubuntu
4 4 (1.58%) Mac OS X
5 3 (1.19%) Windows
Processes & Methodologies
1 146 (57.71%) Machine Learning
2 125 (49.41%) Data Science
3 117 (46.25%) Agile Software Development
4 111 (43.87%) MapReduce
5 93 (36.76%) DevOps
6 87 (34.39%) Analytics
7 76 (30.04%) Scrum
8 66 (26.09%) Kanban
9 65 (25.69%) Data Engineering
10 63 (24.90%) ETL
11 61 (24.11%) Data Modelling
12 47 (18.58%) Business Intelligence
13 41 (16.21%) Data Architecture
14 35 (13.83%) Software Engineering
15 29 (11.46%) Continuous Integration
16 27 (10.67%) E-Commerce
17 24 (9.49%) Open Source
18 22 (8.70%) Artificial Intelligence
19 19 (7.51%) Data Analytics
20 18 (7.11%) DevSecOps
Programming Languages
1 230 (90.91%) Python
2 212 (83.79%) Scala
3 171 (67.59%) Java
4 108 (42.69%) SQL
5 30 (11.86%) Perl
6 28 (11.07%) Groovy
7 21 (8.30%) PL/SQL
8 17 (6.72%) PHP
9 13 (5.14%) C#
9 13 (5.14%) R
10 11 (4.35%) Clojure
11 6 (2.37%) C++
12 4 (1.58%) Ruby
13 3 (1.19%) C
13 3 (1.19%) JavaScript
14 2 (0.79%) Bash Shell
14 2 (0.79%) PowerShell
15 1 (0.40%) SPARQL
Qualifications
1 16 (6.32%) Degree
2 8 (3.16%) PhD
3 7 (2.77%) Master's Degree
4 2 (0.79%) CEH
4 2 (0.79%) PMI Certification
4 2 (0.79%) TOGAF Certification
5 1 (0.40%) Numerate Degree
Quality Assurance & Compliance
1 16 (6.32%) QA
2 1 (0.40%) GDPR
System Software
1 91 (35.97%) Apache Flume
2 83 (32.81%) Apache ZooKeeper
3 35 (13.83%) Docker
4 15 (5.93%) HDFS
5 2 (0.79%) Active Directory
Systems Management
1 159 (62.85%) Oozie
2 84 (33.20%) Hadoop YARN
3 28 (11.07%) Nagios
4 22 (8.70%) Opscode Chef
5 20 (7.91%) Ambari
6 7 (2.77%) Puppet
7 6 (2.37%) Terraform
8 4 (1.58%) Mesos
9 3 (1.19%) Kibana
10 2 (0.79%) Ansible
10 2 (0.79%) Kubernetes
10 2 (0.79%) Salt
Vendors
1 182 (71.94%) Cloudera
2 84 (33.20%) Databricks
3 80 (31.62%) MapR
4 78 (30.83%) Hortonworks
5 30 (11.86%) Google
6 29 (11.46%) Tableau
7 28 (11.07%) Informatica
7 28 (11.07%) Microsoft
8 23 (9.09%) Talend
9 21 (8.30%) Oracle
10 12 (4.74%) IBM
11 7 (2.77%) Guidewire
11 7 (2.77%) Netezza
12 5 (1.98%) MuleSoft
12 5 (1.98%) SnapLogic
13 4 (1.58%) Cognizant
13 4 (1.58%) Dataiku
13 4 (1.58%) SAP
14 3 (1.19%) Cognos
14 3 (1.19%) Dell