Period
to 19 April 2019

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

Apache Pig
UK > England
6 months to
19 Apr 2019
Same period 2018 Same period 2017
Rank 762 903 794
Rank change year-on-year +141 -109 -11
Permanent jobs citing Apache Pig 322 247 381
As % of all permanent IT jobs advertised in England 0.23% 0.15% 0.24%
As % of the Application Platforms category 1.51% 0.89% 1.32%
Number of salaries quoted 245 189 297
England median annual salary £85,000 £65,000 £62,500
Median salary % change year-on-year +30.77% +4.00% -3.85%
10th Percentile £56,750 £40,000 £36,250
90th Percentile £113,750 £112,500 £94,250
UK median annual salary £85,000 £65,000 £62,500
% change year-on-year +30.77% +4.00% -3.85%

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 England with a requirement for application platform skills.

All Application Platform Skills
England
Permanent vacancies with a requirement for application platform skills 21,273 27,750 28,904
As % of all permanent IT jobs advertised in England 15.47% 16.72% 17.84%
Number of salaries quoted 16,892 22,876 24,173
England median annual salary £50,000 £50,000 £47,000
Median salary % change year-on-year - +6.38% +4.44%
10th Percentile £28,000 £27,500 £27,000
90th Percentile £85,000 £80,000 £75,000
UK median annual salary £50,000 £50,000 £45,269
% change year-on-year - +10.45% +0.60%

Apache Pig
Job Vacancy Trend in England

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

Job vacancy trend for Apache Pig in England

Apache Pig
Salary Trend in England

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

Salary trend for Apache Pig in England

Apache Pig
Salary Histogram in England

The salary distribution of IT jobs citing Apache Pig in England over the 6 months to 19 April 2019.

Salary histogram for Apache Pig in England

Apache Pig
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Apache Pig within the England region over the 6 months to 19 April 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
London +174 260 £85,000 +6.25% 5
South West +14 32 £50,000 -
South East +41 15 £65,000 +26.83%
East of England +80 7 £75,000 -
North of England +22 5 £41,250 -25.00% 1
North West +17 4 £41,250 -25.00% 1
Midlands +34 3 - - 1
East Midlands - 3 - -
Yorkshire +19 1 - -
Apache Pig
UK

For the 6 months to 19 April 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 England region with a requirement for Apache Pig.

1 305 (94.72%) Apache Spark
2 304 (94.41%) Hadoop
3 288 (89.44%) Big Data
4 256 (79.50%) Python
5 250 (77.64%) Apache Hive
6 244 (75.78%) Amazon AWS
7 224 (69.57%) Scala
8 213 (66.15%) Java
9 210 (65.22%) Kafka
10 197 (61.18%) HBase
11 196 (60.87%) Cloudera
12 183 (56.83%) NoSQL
13 171 (53.11%) Oozie
14 159 (49.38%) Machine Learning
15 158 (49.07%) Data Science
16 154 (47.83%) Agile Software Development
17 147 (45.65%) Apache Cassandra
18 137 (42.55%) MapReduce
19 131 (40.68%) Microsoft Azure
20 130 (40.37%) Google Cloud Platform
21 126 (39.13%) Analytics
22 124 (38.51%) Military
23 122 (37.89%) Law
24 121 (37.58%) Elasticsearch
25 117 (36.34%) MongoDB
26 116 (36.02%) Impala
26 116 (36.02%) Hadoop YARN
27 112 (34.78%) Apache Flume
28 109 (33.85%) Amazon Redshift
29 108 (33.54%) SQL

Apache Pig
Co-occurring IT Skills in England 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
1 305 (94.72%) Apache Spark
2 121 (37.58%) Elasticsearch
3 65 (20.19%) Apache
4 61 (18.94%) Apache Solr
5 7 (2.17%) Apache Geronimo
5 7 (2.17%) GlassFish
5 7 (2.17%) JBoss
5 7 (2.17%) Tomcat
5 7 (2.17%) WebSphere
6 6 (1.86%) SAS
7 2 (0.62%) Apache Airflow
7 2 (0.62%) Jupyter
8 1 (0.31%) Cloud Foundry
Applications
1 8 (2.48%) Weka
2 5 (1.55%) SPSS
3 2 (0.62%) S-PLUS
3 2 (0.62%) Stata
Cloud Services
1 244 (75.78%) Amazon AWS
2 131 (40.68%) Microsoft Azure
3 130 (40.37%) Google Cloud Platform
4 29 (9.01%) Amazon Kinesis
5 20 (6.21%) Amazon EMR
6 17 (5.28%) Amazon EC2
7 12 (3.73%) Azure Data Factory
8 11 (3.42%) Amazon CloudWatch
8 11 (3.42%) Amazon SQS
9 10 (3.11%) Cortana Intelligence Suite
10 6 (1.86%) PaaS
10 6 (1.86%) Serverless
11 5 (1.55%) Cloud Computing
12 4 (1.24%) Amazon S3
12 4 (1.24%) AWS CloudFormation
12 4 (1.24%) AWS Lambda
12 4 (1.24%) Boomi
13 2 (0.62%) Data Lake Analytics
13 2 (0.62%) IBM Cloud
13 2 (0.62%) iPaaS
Communications & Networking
1 21 (6.52%) Internet
2 7 (2.17%) MQTT
3 4 (1.24%) Firewall
4 2 (0.62%) HTTP
4 2 (0.62%) SSL
4 2 (0.62%) TCP/IP
Database & Business Intelligence
1 304 (94.41%) Hadoop
2 288 (89.44%) Big Data
3 250 (77.64%) Apache Hive
4 197 (61.18%) HBase
5 183 (56.83%) NoSQL
6 147 (45.65%) Apache Cassandra
7 117 (36.34%) MongoDB
8 116 (36.02%) Impala
9 109 (33.85%) Amazon Redshift
10 101 (31.37%) CouchDB
11 95 (29.50%) Flink
12 94 (29.19%) Couchbase
13 84 (26.09%) Sqoop
14 51 (15.84%) Data Warehouse
15 34 (10.56%) SQL Server
16 31 (9.63%) MySQL
17 28 (8.70%) Pentaho
17 28 (8.70%) Relational Database
18 25 (7.76%) DataStage
18 25 (7.76%) RDBMS
Development Applications
1 46 (14.29%) Git (software)
2 41 (12.73%) Maven
3 35 (10.87%) Ant
3 35 (10.87%) Gradle
4 12 (3.73%) Eclipse
4 12 (3.73%) IntelliJ
4 12 (3.73%) NetBeans
5 9 (2.80%) Visual Studio
6 6 (1.86%) Jenkins
7 3 (0.93%) JIRA
8 2 (0.62%) Atlassian Bamboo
8 2 (0.62%) Bitbucket Server
8 2 (0.62%) CodeSonar
8 2 (0.62%) ER Studio
8 2 (0.62%) ERwin
8 2 (0.62%) git-flow
8 2 (0.62%) Hudson
8 2 (0.62%) Robot Framework
8 2 (0.62%) Selenium
8 2 (0.62%) Visual Studio Team System
General
1 124 (38.51%) Military
2 122 (37.89%) Law
3 21 (6.52%) Finance
4 20 (6.21%) Games
5 19 (5.90%) Banking
6 3 (0.93%) Marketing
6 3 (0.93%) Retail
7 2 (0.62%) Manufacturing
7 2 (0.62%) Telecoms
Job Titles
1 166 (51.55%) Data Engineer
2 151 (46.89%) Big Data Engineer
3 56 (17.39%) Hadoop Engineer
4 38 (11.80%) Senior Data Engineer
5 37 (11.49%) Developer
6 32 (9.94%) Python Engineer
7 30 (9.32%) Architect
8 29 (9.01%) Data Architect
9 26 (8.07%) Big Data Architect
10 24 (7.45%) AWS DevOps
10 24 (7.45%) AWS Engineer
10 24 (7.45%) Data Scientist
10 24 (7.45%) Linux/Unix DevOps
11 21 (6.52%) Senior Developer
12 19 (5.90%) Java Developer
13 17 (5.28%) Games Engineer
13 17 (5.28%) Senior Hadoop Engineer
14 13 (4.04%) AWS DevOps Engineer
14 13 (4.04%) Linux DevOps Engineer
14 13 (4.04%) Linux Engineer
Libraries, Frameworks & Software Standards
1 210 (65.22%) Kafka
2 91 (28.26%) Apache NiFi
3 36 (11.18%) Spark Streaming
3 36 (11.18%) Web Services
4 31 (9.63%) Node.js
5 22 (6.83%) .NET
6 21 (6.52%) Hibernate
6 21 (6.52%) PySpark
6 21 (6.52%) SOAP
6 21 (6.52%) Spring
7 19 (5.90%) JPA
8 16 (4.97%) RabbitMQ
8 16 (4.97%) REST
9 12 (3.73%) ActiveMQ
9 12 (3.73%) Java EE
9 12 (3.73%) Spring Boot
9 12 (3.73%) Spring Cloud
10 10 (3.11%) NumPy
11 9 (2.80%) Natural Language Processing
11 9 (2.80%) SciPy
Miscellaneous
1 47 (14.60%) Analytical Skills
2 23 (7.14%) Algorithms
3 19 (5.90%) Management Information System
4 18 (5.59%) Data Structures
5 16 (4.97%) Social Media
6 14 (4.35%) Cloud Native
7 9 (2.80%) Fintech
8 4 (1.24%) Linked Data
8 4 (1.24%) Linux Command Line
8 4 (1.24%) User Experience
8 4 (1.24%) Virtual Team
9 3 (0.93%) Public Cloud
10 2 (0.62%) FMCG
10 2 (0.62%) PKI
10 2 (0.62%) PMI
11 1 (0.31%) Data Centre
11 1 (0.31%) Greenfield Project
11 1 (0.31%) Robotics
Operating Systems
1 52 (16.15%) Linux
2 41 (12.73%) Unix
3 11 (3.42%) CentOS
3 11 (3.42%) Ubuntu
4 6 (1.86%) Mac OS X
5 4 (1.24%) Windows
6 2 (0.62%) Android
6 2 (0.62%) Apple iOS
Processes & Methodologies
1 159 (49.38%) Machine Learning
2 158 (49.07%) Data Science
3 154 (47.83%) Agile Software Development
4 137 (42.55%) MapReduce
5 126 (39.13%) Analytics
6 102 (31.68%) Scrum
7 98 (30.43%) DevOps
8 86 (26.71%) Kanban
9 71 (22.05%) ETL
10 69 (21.43%) Data Modelling
11 62 (19.25%) Data Engineering
12 51 (15.84%) Business Intelligence
13 49 (15.22%) Artificial Intelligence
13 49 (15.22%) Data Analytics
14 41 (12.73%) Data Architecture
15 40 (12.42%) Software Engineering
16 38 (11.80%) Continuous Integration
17 33 (10.25%) Visualisation
18 31 (9.63%) Mathematics
19 29 (9.01%) Open Source
Programming Languages
1 256 (79.50%) Python
2 224 (69.57%) Scala
3 213 (66.15%) Java
4 108 (33.54%) SQL
5 32 (9.94%) Perl
6 31 (9.63%) PL/SQL
7 30 (9.32%) JavaScript
8 28 (8.70%) Groovy
9 22 (6.83%) C#
10 21 (6.52%) C
11 19 (5.90%) T-SQL
12 17 (5.28%) PHP
13 16 (4.97%) R
14 11 (3.42%) C++
15 8 (2.48%) Clojure
15 8 (2.48%) Ruby
16 4 (1.24%) Bash Shell
16 4 (1.24%) MATLAB
16 4 (1.24%) PowerShell
17 2 (0.62%) Objective-C
Qualifications
1 46 (14.29%) Degree
2 18 (5.59%) Security Cleared
3 16 (4.97%) Computer Science Degree
4 14 (4.35%) SC Cleared
5 9 (2.80%) PhD
6 6 (1.86%) Master's Degree
7 2 (0.62%) CCNA
7 2 (0.62%) CEH
7 2 (0.62%) Cisco Certification
7 2 (0.62%) CISSP
7 2 (0.62%) CompTIA Security+
7 2 (0.62%) DV Cleared
7 2 (0.62%) GIAC
7 2 (0.62%) Linux+ Certification
7 2 (0.62%) Microsoft Certification
7 2 (0.62%) Network+ Certification
7 2 (0.62%) PMI Certification
7 2 (0.62%) SANS
7 2 (0.62%) SSCP
7 2 (0.62%) TOGAF Certification
Quality Assurance & Compliance
1 12 (3.73%) QA
2 1 (0.31%) GDPR
System Software
1 112 (34.78%) Apache Flume
2 79 (24.53%) Apache ZooKeeper
3 47 (14.60%) Docker
4 41 (12.73%) HDFS
5 2 (0.62%) Active Directory
5 2 (0.62%) Hyper-V
5 2 (0.62%) VMware Infrastructure
5 2 (0.62%) vSphere
Systems Management
1 171 (53.11%) Oozie
2 116 (36.02%) Hadoop YARN
3 28 (8.70%) Nagios
4 23 (7.14%) Opscode Chef
5 20 (6.21%) Ambari
6 14 (4.35%) Puppet
7 11 (3.42%) Terraform
8 9 (2.80%) Mesos
9 4 (1.24%) Salt
10 3 (0.93%) Kibana
11 2 (0.62%) Ansible
11 2 (0.62%) Kubernetes
Vendors
1 196 (60.87%) Cloudera
2 106 (32.92%) Databricks
3 99 (30.75%) MapR
4 98 (30.43%) Hortonworks
5 39 (12.11%) Tableau
6 35 (10.87%) Oracle
7 34 (10.56%) Microsoft
8 33 (10.25%) Informatica
9 27 (8.39%) Talend
10 23 (7.14%) Google
11 11 (3.42%) IBM
12 10 (3.11%) Alteryx
13 8 (2.48%) Netezza
14 7 (2.17%) Guidewire
15 5 (1.55%) SAP
15 5 (1.55%) Splunk
15 5 (1.55%) Teradata
16 4 (1.24%) Cognos
16 4 (1.24%) Salesforce.com
16 4 (1.24%) SnapLogic