Period
to 18 November 2017

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 18 November 2017 with a comparison to the same period in the previous 2 years.

Apache Pig
UK > England
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 961 770 763
Rank change year-on-year -191 -7 +258
Permanent jobs citing Apache Pig 198 440 549
As % of all permanent IT jobs advertised in England 0.12% 0.25% 0.27%
As % of the Application Platforms category 0.67% 1.34% 1.41%
Number of salaries quoted 153 346 464
England median annual salary £70,000 £60,000 £70,000
Median salary % change year-on-year +16.67% -14.29% +7.69%
10th Percentile £37,500 £36,250 £42,500
90th Percentile £114,750 £95,625 £92,500
UK median annual salary £70,000 £57,000 £70,000
% change year-on-year +22.81% -18.57% +7.69%

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 29446 32780 38991
As % of all permanent IT jobs advertised in England 17.56% 18.29% 18.92%
Number of salaries quoted 23988 27862 32672
England median annual salary £47,500 £45,500 £45,000
Median salary % change year-on-year +4.40% +1.11% +5.88%
10th Percentile £27,000 £27,000 £26,250
90th Percentile £77,500 £75,000 £73,500
UK median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +5.88%

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 18 November 2017.

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 18 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
London -74 121 £85,000 +13.33% 8
South East +2 31 £60,000 -
North of England -5 23 £70,000 +22.81% 2
North West -25 19 £70,000 +22.81%
South West -113 14 £50,000 +5.26%
East of England +15 8 £85,000 +41.67%
Yorkshire +33 4 £40,000 -34.69% 2
Midlands +8 1 £75,000 +50.00%
West Midlands 0 1 £75,000 +50.00%
Apache Pig
UK

For the 6 months to 18 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 England region with a requirement for Apache Pig.

1 183 (92.42%) Hadoop
2 164 (82.83%) Apache Hive
3 154 (77.78%) Big Data
4 146 (73.74%) Apache Spark
5 141 (71.21%) Java
6 131 (66.16%) Python
7 105 (53.03%) Analytics
8 92 (46.46%) MapReduce
8 92 (46.46%) Agile Software Development
9 81 (40.91%) HBase
10 77 (38.89%) MongoDB
11 65 (32.83%) NoSQL
12 61 (30.81%) Linux
13 60 (30.30%) SQL
14 57 (28.79%) Amazon AWS
15 55 (27.78%) Machine Learning
16 54 (27.27%) Apache Cassandra
17 52 (26.26%) Scala
17 52 (26.26%) Visualisation
17 52 (26.26%) Apache Flume
18 49 (24.75%) HDFS
19 48 (24.24%) Kafka
19 48 (24.24%) Web Services
19 48 (24.24%) Software Engineering
20 47 (23.74%) Degree
20 47 (23.74%) Finance
21 46 (23.23%) R
22 44 (22.22%) Business Intelligence
23 42 (21.21%) Sqoop
24 41 (20.71%) Tableau

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
1 146 (73.74%) Apache Spark
2 36 (18.18%) Apache
3 31 (15.66%) SAS
4 27 (13.64%) Elasticsearch
5 11 (5.56%) WebSphere
6 8 (4.04%) Apache Solr
7 2 (1.01%) JBoss
7 2 (1.01%) Jupyter
7 2 (1.01%) WebLogic
8 1 (0.51%) Confluence
8 1 (0.51%) Tomcat
Applications
1 18 (9.09%) SPSS
2 8 (4.04%) Microsoft Excel
3 6 (3.03%) Microsoft Office
3 6 (3.03%) Microsoft PowerPoint
3 6 (3.03%) MS Visio
4 3 (1.52%) S-PLUS
4 3 (1.52%) Stata
5 2 (1.01%) GNU Octave
6 1 (0.51%) Weka
Cloud Services
1 57 (28.79%) Amazon AWS
2 39 (19.70%) Microsoft Azure
3 19 (9.60%) Amazon EMR
4 10 (5.05%) Cloud Computing
5 7 (3.54%) Amazon EC2
5 7 (3.54%) Google Cloud Platform
6 6 (3.03%) Amazon Kinesis
7 3 (1.52%) GitHub
7 3 (1.52%) IBM Cloud
8 2 (1.01%) Amazon S3
8 2 (1.01%) Bluemix
8 2 (1.01%) Cortana Intelligence Suite
8 2 (1.01%) Office 365
9 1 (0.51%) AWS Lambda
9 1 (0.51%) PaaS
9 1 (0.51%) Serverless
9 1 (0.51%) SoftLayer
Communications & Networking
1 8 (4.04%) Firewall
1 8 (4.04%) TCP/IP
2 7 (3.54%) HTTP
2 7 (3.54%) SSL
3 5 (2.53%) Internet
Database & Business Intelligence
1 183 (92.42%) Hadoop
2 164 (82.83%) Apache Hive
3 154 (77.78%) Big Data
4 81 (40.91%) HBase
5 77 (38.89%) MongoDB
6 65 (32.83%) NoSQL
7 54 (27.27%) Apache Cassandra
8 42 (21.21%) Sqoop
9 37 (18.69%) Relational Database
10 35 (17.68%) Impala
11 24 (12.12%) Data Mining
12 22 (11.11%) MySQL
13 20 (10.10%) Data Warehouse
13 20 (10.10%) SQL Server
14 18 (9.09%) QlikView
15 17 (8.59%) RDBMS
16 16 (8.08%) Power BI
17 15 (7.58%) Pentaho
17 15 (7.58%) Spotfire
18 12 (6.06%) Neo4j
Development Applications
1 19 (9.60%) Git (software)
2 17 (8.59%) Jenkins
2 17 (8.59%) JIRA
3 11 (5.56%) gulp
3 11 (5.56%) Vagrant
3 11 (5.56%) webpack
4 9 (4.55%) Selenium
5 8 (4.04%) Eclipse
6 7 (3.54%) Atlassian Bamboo
6 7 (3.54%) Bitbucket
6 7 (3.54%) CodeSonar
6 7 (3.54%) git-flow
6 7 (3.54%) Robot Framework
7 6 (3.03%) IntelliJ
7 6 (3.03%) NetBeans
8 4 (2.02%) Maven
9 2 (1.01%) Cucumber
10 1 (0.51%) Subversion
10 1 (0.51%) Talend Open Studio
10 1 (0.51%) Team Foundation Server
General
1 47 (23.74%) Finance
2 22 (11.11%) Retail
3 14 (7.07%) Banking
4 6 (3.03%) Games
5 5 (2.53%) Electronics
6 3 (1.52%) Marketing
6 3 (1.52%) Military
7 2 (1.01%) Investment Banking
7 2 (1.01%) Telecoms
8 1 (0.51%) Digital Economy
8 1 (0.51%) Financial Institution
8 1 (0.51%) Front Office
8 1 (0.51%) iGaming
8 1 (0.51%) Manufacturing
Job Titles
1 41 (20.71%) Developer
2 31 (15.66%) Data Scientist
3 26 (13.13%) Data Engineer
4 25 (12.63%) Software Engineer
5 23 (11.62%) Architect
6 21 (10.61%) Hadoop Engineer
7 18 (9.09%) Data Architect
8 15 (7.58%) Big Data Architect
8 15 (7.58%) Big Data Developer
8 15 (7.58%) Java Developer
9 13 (6.57%) Hadoop Developer
10 11 (5.56%) Big Data Engineer
10 11 (5.56%) Solutions Architect
11 10 (5.05%) Senior Developer
12 9 (4.55%) Senior Java Developer
13 8 (4.04%) Lead Architect
13 8 (4.04%) Lead Data Architect
13 8 (4.04%) Senior Data Engineer
14 7 (3.54%) Big Data Solutions Architect
14 7 (3.54%) Java Engineer
Libraries, Frameworks & Software Standards
1 48 (24.24%) Kafka
1 48 (24.24%) Web Services
2 37 (18.69%) Node.js
3 34 (17.17%) Java EE
4 25 (12.63%) Spring
5 20 (10.10%) Hibernate
6 19 (9.60%) LAMP
7 18 (9.09%) RabbitMQ
8 17 (8.59%) .NET
8 17 (8.59%) AngularJS
9 15 (7.58%) CSS
9 15 (7.58%) HTML
9 15 (7.58%) Pandas
9 15 (7.58%) REST
10 14 (7.07%) SOAP
11 12 (6.06%) Ember.js
11 12 (6.06%) React
12 11 (5.56%) Apache Camel
12 11 (5.56%) Elastic Stack
12 11 (5.56%) TensorFlow
Miscellaneous
1 33 (16.67%) Computer Science
2 27 (13.64%) Algorithms
3 26 (13.13%) Analytical Skills
4 15 (7.58%) Greenfield Project
4 15 (7.58%) PKI
5 13 (6.57%) Data Structures
6 9 (4.55%) Fintech
7 7 (3.54%) Virtual Team
8 6 (3.03%) Mainframe
9 5 (2.53%) Clustering
9 5 (2.53%) Taxonomies
10 3 (1.52%) Equities
10 3 (1.52%) Internet of Things
10 3 (1.52%) Mobile App
10 3 (1.52%) User Experience
11 2 (1.01%) Blog
11 2 (1.01%) Online Games
12 1 (0.51%) DataPower
12 1 (0.51%) Enterprise Software
12 1 (0.51%) Hedge funds
Operating Systems
1 61 (30.81%) Linux
2 12 (6.06%) Android
3 11 (5.56%) Apple iOS
4 9 (4.55%) Windows
5 7 (3.54%) Mac OS X
6 6 (3.03%) Unix
Processes & Methodologies
1 105 (53.03%) Analytics
2 92 (46.46%) Agile Software Development
2 92 (46.46%) MapReduce
3 55 (27.78%) Machine Learning
4 52 (26.26%) Visualisation
5 48 (24.24%) Software Engineering
6 44 (22.22%) Business Intelligence
7 39 (19.70%) ETL
8 33 (16.67%) Continuous Integration
8 33 (16.67%) Data Analytics
9 32 (16.16%) Scrum
10 31 (15.66%) Mathematics
11 30 (15.15%) DevOps
12 26 (13.13%) Statistics
13 24 (12.12%) Data Management
14 23 (11.62%) Open Source
15 22 (11.11%) Data Modelling
16 20 (10.10%) Data Visualisation
17 19 (9.60%) TDD
18 18 (9.09%) E-Commerce
Programming Languages
1 141 (71.21%) Java
2 131 (66.16%) Python
3 60 (30.30%) SQL
4 52 (26.26%) Scala
5 46 (23.23%) R
6 35 (17.68%) JavaScript
7 33 (16.67%) C#
8 28 (14.14%) C++
9 22 (11.11%) C
10 21 (10.61%) Perl
11 16 (8.08%) PHP
12 15 (7.58%) Ruby
13 11 (5.56%) ES6
13 11 (5.56%) MATLAB
14 9 (4.55%) PowerShell
15 8 (4.04%) Bash Shell
15 8 (4.04%) Objective-C
15 8 (4.04%) Shell Script
16 7 (3.54%) HiveQL
17 6 (3.03%) T-SQL
Qualifications
1 47 (23.74%) Degree
2 21 (10.61%) Computer Science Degree
3 19 (9.60%) Security Cleared
4 16 (8.08%) PhD
5 14 (7.07%) Numerate Degree
6 11 (5.56%) DV Cleared
7 7 (3.54%) CCNA
7 7 (3.54%) Cisco Certification
7 7 (3.54%) CISSP
7 7 (3.54%) GIAC
7 7 (3.54%) Linux+ Certification
7 7 (3.54%) MCSE
7 7 (3.54%) Microsoft Certification
7 7 (3.54%) Network+ Certification
7 7 (3.54%) SANS
7 7 (3.54%) SSCP
8 6 (3.03%) CompTIA Security+
8 6 (3.03%) SC Cleared
8 6 (3.03%) Security+ Certification
9 4 (2.02%) Master's Degree
Quality Assurance & Compliance
1 14 (7.07%) Data Quality
2 9 (4.55%) QA
3 5 (2.53%) GDPR
4 1 (0.51%) GCP
System Software
1 52 (26.26%) Apache Flume
2 49 (24.75%) HDFS
3 30 (15.15%) Docker
4 11 (5.56%) VMware Infrastructure
5 10 (5.05%) Hyper-V
6 7 (3.54%) vSphere
7 1 (0.51%) Apache ZooKeeper
Systems Management
1 27 (13.64%) Oozie
2 11 (5.56%) Mesos
3 10 (5.05%) Hadoop YARN
3 10 (5.05%) Puppet
4 9 (4.55%) Opscode Chef
5 7 (3.54%) Salt
6 4 (2.02%) Nagios
7 3 (1.52%) Ansible
8 2 (1.01%) QRadar
Vendors
1 41 (20.71%) Tableau
2 29 (14.65%) Cloudera
3 25 (12.63%) Microsoft
4 22 (11.11%) Oracle
5 11 (5.56%) VMware
6 10 (5.05%) Informatica
7 9 (4.55%) Google
7 9 (4.55%) Splunk
7 9 (4.55%) TIBCO
8 8 (4.04%) Cognos
9 6 (3.03%) Birst
9 6 (3.03%) IBM
9 6 (3.03%) MicroStrategy
9 6 (3.03%) SAP
10 5 (2.53%) MapR
11 4 (2.02%) Alteryx
11 4 (2.02%) Hortonworks
12 3 (1.52%) HP
12 3 (1.52%) Teradata
12 3 (1.52%) Vertica