Period
to 17 November 2017

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

Apache Pig
England > London
6 months to
17 Nov 2017
Same period 2016 Same period 2015
Rank 719 661 566
Rank change year-on-year -58 -95 +115
Permanent jobs citing Apache Pig 121 197 380
As % of all permanent IT jobs advertised in London 0.16% 0.26% 0.43%
As % of the Application Platforms category 0.85% 1.38% 2.19%
Number of salaries quoted 97 153 322
London median annual salary £85,000 £75,000 £75,000
Median salary % change year-on-year +13.33% - +17.65%
10th Percentile £45,000 £45,500 £48,750
90th Percentile £115,000 £110,000 £95,000
England median annual salary £70,000 £60,000 £70,000
% change year-on-year +16.67% -14.29% +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 London with a requirement for application platform skills.

All Application Platform Skills
London
Permanent vacancies with a requirement for application platform skills 14194 14259 17383
As % of all permanent IT jobs advertised in London 18.79% 18.74% 19.45%
Number of salaries quoted 11328 12345 14725
London median annual salary £57,500 £55,000 £52,500
Median salary % change year-on-year +4.55% +4.76% +5.00%
10th Percentile £32,500 £31,500 £30,500
90th Percentile £87,500 £83,750 £80,000
England median annual salary £47,500 £46,000 £45,000
% change year-on-year +3.26% +2.22% +5.88%

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 17 November 2017.

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 17 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
Central London +6 19 £100,000 +17.65% 2
West London -4 2 £107,500 +79.17% 1
South London +3 1 £67,500 -3.57%
Apache Pig
England

For the 6 months to 17 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 London region with a requirement for Apache Pig.

1 116 (95.87%) Hadoop
2 102 (84.30%) Apache Hive
3 99 (81.82%) Big Data
4 90 (74.38%) Apache Spark
5 87 (71.90%) Python
6 86 (71.07%) Java
7 65 (53.72%) Analytics
8 62 (51.24%) MapReduce
9 52 (42.98%) MongoDB
10 51 (42.15%) Agile Software Development
11 48 (39.67%) NoSQL
12 47 (38.84%) HBase
13 43 (35.54%) Scala
14 42 (34.71%) Amazon AWS
15 41 (33.88%) Apache Cassandra
16 39 (32.23%) Kafka
17 38 (31.40%) Apache Flume
17 38 (31.40%) Finance
18 37 (30.58%) Linux
19 36 (29.75%) SQL
19 36 (29.75%) R
19 36 (29.75%) Machine Learning
20 33 (27.27%) HDFS
21 31 (25.62%) Web Services
22 30 (24.79%) Microsoft Azure
22 30 (24.79%) Sqoop
23 28 (23.14%) Apache
23 28 (23.14%) Business Intelligence
24 25 (20.66%) Degree
25 24 (19.83%) SAS

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 90 (74.38%) Apache Spark
2 28 (23.14%) Apache
3 24 (19.83%) SAS
4 9 (7.44%) WebSphere
5 6 (4.96%) Elasticsearch
6 2 (1.65%) Jupyter
7 1 (0.83%) Apache Solr
7 1 (0.83%) Confluence
Applications
1 14 (11.57%) SPSS
2 2 (1.65%) Microsoft Excel
3 1 (0.83%) GNU Octave
3 1 (0.83%) Weka
Cloud Services
1 42 (34.71%) Amazon AWS
2 30 (24.79%) Microsoft Azure
3 10 (8.26%) Amazon EMR
3 10 (8.26%) Cloud Computing
4 7 (5.79%) Amazon EC2
5 5 (4.13%) Google Cloud Platform
6 2 (1.65%) Amazon S3
6 2 (1.65%) Cortana Intelligence Suite
6 2 (1.65%) Office 365
7 1 (0.83%) Amazon Kinesis
7 1 (0.83%) AWS Lambda
7 1 (0.83%) IBM Cloud
7 1 (0.83%) PaaS
7 1 (0.83%) Serverless
7 1 (0.83%) SoftLayer
Communications & Networking
1 5 (4.13%) Internet
2 3 (2.48%) Firewall
2 3 (2.48%) HTTP
2 3 (2.48%) SSL
2 3 (2.48%) TCP/IP
Database & Business Intelligence
1 116 (95.87%) Hadoop
2 102 (84.30%) Apache Hive
3 99 (81.82%) Big Data
4 52 (42.98%) MongoDB
5 48 (39.67%) NoSQL
6 47 (38.84%) HBase
7 41 (33.88%) Apache Cassandra
8 30 (24.79%) Sqoop
9 20 (16.53%) Relational Database
10 18 (14.88%) Data Mining
11 14 (11.57%) Impala
12 12 (9.92%) Neo4j
13 10 (8.26%) Spotfire
14 9 (7.44%) Data Warehouse
14 9 (7.44%) Pentaho
15 8 (6.61%) Data Lake
16 7 (5.79%) Power BI
17 6 (4.96%) QlikView
17 6 (4.96%) SQL Server
17 6 (4.96%) Triplestore
Development Applications
1 10 (8.26%) Jenkins
2 9 (7.44%) Git (software)
2 9 (7.44%) gulp
2 9 (7.44%) Vagrant
2 9 (7.44%) webpack
3 4 (3.31%) JIRA
4 3 (2.48%) Atlassian Bamboo
4 3 (2.48%) Bitbucket
4 3 (2.48%) CodeSonar
4 3 (2.48%) git-flow
4 3 (2.48%) Robot Framework
4 3 (2.48%) Selenium
5 1 (0.83%) Subversion
General
1 38 (31.40%) Finance
2 21 (17.36%) Retail
3 12 (9.92%) Banking
4 4 (3.31%) Games
5 3 (2.48%) Marketing
6 2 (1.65%) Investment Banking
7 1 (0.83%) Digital Economy
7 1 (0.83%) Front Office
7 1 (0.83%) iGaming
7 1 (0.83%) Manufacturing
7 1 (0.83%) Military
7 1 (0.83%) Telecoms
Job Titles
1 23 (19.01%) Architect
2 20 (16.53%) Developer
3 19 (15.70%) Data Scientist
4 18 (14.88%) Data Architect
4 18 (14.88%) Hadoop Engineer
5 15 (12.40%) Big Data Architect
6 14 (11.57%) Big Data Developer
7 13 (10.74%) Data Engineer
8 11 (9.09%) Solutions Architect
9 8 (6.61%) Big Data Engineer
9 8 (6.61%) Java Developer
9 8 (6.61%) Lead Architect
9 8 (6.61%) Lead Data Architect
10 7 (5.79%) Big Data Solutions Architect
10 7 (5.79%) Software Engineer
11 6 (4.96%) Cloud Architect
11 6 (4.96%) Lead Solutions Architect
11 6 (4.96%) Software Manager
12 5 (4.13%) Data Analytics Manager
12 5 (4.13%) Hadoop Developer
Libraries, Frameworks & Software Standards
1 39 (32.23%) Kafka
2 31 (25.62%) Web Services
3 18 (14.88%) Java EE
4 17 (14.05%) Node.js
5 13 (10.74%) .NET
6 11 (9.09%) REST
6 11 (9.09%) TensorFlow
7 10 (8.26%) Ember.js
7 10 (8.26%) React
8 9 (7.44%) Elastic Stack
8 9 (7.44%) IBM Integration Bus
8 9 (7.44%) J2EE
8 9 (7.44%) NumPy
8 9 (7.44%) Pandas
8 9 (7.44%) Sass
8 9 (7.44%) Spring
9 8 (6.61%) AngularJS
9 8 (6.61%) RESTful
10 7 (5.79%) RabbitMQ
11 5 (4.13%) HTML
Miscellaneous
1 24 (19.83%) Algorithms
2 19 (15.70%) Computer Science
3 15 (12.40%) Greenfield Project
4 14 (11.57%) Analytical Skills
5 10 (8.26%) Data Structures
6 6 (4.96%) PKI
6 6 (4.96%) Virtual Team
7 5 (4.13%) Taxonomies
8 4 (3.31%) Fintech
9 3 (2.48%) Equities
10 2 (1.65%) Blog
10 2 (1.65%) Online Games
11 1 (0.83%) Client/Server
11 1 (0.83%) DataPower
11 1 (0.83%) Hedge funds
11 1 (0.83%) Internet of Things
11 1 (0.83%) Management Information System
11 1 (0.83%) Mobile App
11 1 (0.83%) Mobile Banking
11 1 (0.83%) Private Cloud
Operating Systems
1 37 (30.58%) Linux
2 5 (4.13%) Android
2 5 (4.13%) Unix
2 5 (4.13%) Windows
3 4 (3.31%) Apple iOS
4 3 (2.48%) Mac OS X
Processes & Methodologies
1 65 (53.72%) Analytics
2 62 (51.24%) MapReduce
3 51 (42.15%) Agile Software Development
4 36 (29.75%) Machine Learning
5 28 (23.14%) Business Intelligence
6 21 (17.36%) Statistics
7 20 (16.53%) Data Management
7 20 (16.53%) Mathematics
7 20 (16.53%) Visualisation
8 18 (14.88%) Software Engineering
9 17 (14.05%) ETL
10 16 (13.22%) E-Commerce
10 16 (13.22%) Use Case
11 15 (12.40%) Business Analytics
11 15 (12.40%) Continuous Integration
11 15 (12.40%) Data Analytics
12 14 (11.57%) Open Source
12 14 (11.57%) Technical Architecture
13 13 (10.74%) Requirements Analysis
13 13 (10.74%) Waterfall
Programming Languages
1 87 (71.90%) Python
2 86 (71.07%) Java
3 43 (35.54%) Scala
4 36 (29.75%) R
4 36 (29.75%) SQL
5 19 (15.70%) C#
6 13 (10.74%) PHP
7 12 (9.92%) C++
8 11 (9.09%) JavaScript
9 10 (8.26%) Perl
10 9 (7.44%) ES6
11 8 (6.61%) C
12 6 (4.96%) PowerShell
13 5 (4.13%) Bash Shell
13 5 (4.13%) MATLAB
13 5 (4.13%) Ruby
14 3 (2.48%) Fortran
14 3 (2.48%) Objective-C
15 2 (1.65%) Lua
15 2 (1.65%) Shell Script
Qualifications
1 25 (20.66%) Degree
2 11 (9.09%) Computer Science Degree
3 9 (7.44%) PhD
4 5 (4.13%) Numerate Degree
4 5 (4.13%) Security Cleared
5 4 (3.31%) SC Cleared
6 3 (2.48%) CCNA
6 3 (2.48%) Cisco Certification
6 3 (2.48%) CISSP
6 3 (2.48%) CompTIA Security+
6 3 (2.48%) GIAC
6 3 (2.48%) Linux+ Certification
6 3 (2.48%) MCSE
6 3 (2.48%) Microsoft Certification
6 3 (2.48%) Network+ Certification
6 3 (2.48%) SANS
6 3 (2.48%) Security+ Certification
6 3 (2.48%) SSCP
7 2 (1.65%) Master's Degree
8 1 (0.83%) MBA
Quality Assurance & Compliance
1 8 (6.61%) Data Quality
2 5 (4.13%) GDPR
3 3 (2.48%) QA
4 1 (0.83%) GCP
System Software
1 38 (31.40%) Apache Flume
2 33 (27.27%) HDFS
3 13 (10.74%) Docker
4 3 (2.48%) vSphere
5 2 (1.65%) VMware Infrastructure
6 1 (0.83%) Apache ZooKeeper
6 1 (0.83%) Hyper-V
Systems Management
1 20 (16.53%) Oozie
2 9 (7.44%) Mesos
3 7 (5.79%) Opscode Chef
4 4 (3.31%) Puppet
5 3 (2.48%) Salt
6 2 (1.65%) Hadoop YARN
6 2 (1.65%) QRadar
7 1 (0.83%) Ansible
Vendors
1 23 (19.01%) Tableau
2 14 (11.57%) Cloudera
3 11 (9.09%) Microsoft
4 7 (5.79%) Google
4 7 (5.79%) TIBCO
5 6 (4.96%) Oracle
5 6 (4.96%) Splunk
6 5 (4.13%) MapR
7 4 (3.31%) Alteryx
7 4 (3.31%) Hortonworks
7 4 (3.31%) Informatica
7 4 (3.31%) SAP
8 3 (2.48%) HP
8 3 (2.48%) IBM
8 3 (2.48%) Teradata
8 3 (2.48%) Vertica
9 2 (1.65%) EXASOL
9 2 (1.65%) Hyperion
9 2 (1.65%) NetWitness
9 2 (1.65%) VMware