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 3 months to 25 June 2017 with a comparison to the same period in the previous 2 years.

Apache Pig
England / London
3 months to
25 Jun 2017
Same period 2016 Same period 2015
Rank 542 511 518
Rank change year-on-year -31 +7  
Permanent jobs citing Apache Pig 70 125 163
As % of all permanent IT jobs advertised in London 0.19% 0.32% 0.36%
As % of the Application Platforms category 1.01% 1.65% 1.78%
Number of salaries quoted 51 93 137
Median salary £70,000 £85,000 £75,000
Median salary % change year-on-year -17.64% +13.33%  
90% offered a salary of more than £55,000 £52,500 £57,500
10% offered a salary of more than £105,000 £115,000 £90,000
UK excluding London median salary £53,750 £55,000 £50,000
% change year-on-year -2.27% +10.00%  

Apache Pig is in the application platform skills category. The next 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.

Application Platform Skills
London
Permanent job vacancies with a requirement for application platform skills 6905 7562 9138
As % of all permanent IT job vacancies advertised in London 19.02% 19.16% 20.41%
Number of salaries quoted 5513 6660 7727
Median salary £57,500 £55,000 £52,500
Median salary % change year-on-year +4.54% +4.76%  
90% offered a salary of more than £35,000 £32,500 £34,000
10% offered a salary of more than £80,000 £75,000 £75,000
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year +6.25% -  

Apache Pig
Job Vacancy Trend in London

The job posting trend of jobs advertised in London citing Apache Pig as a proportion of all permanent or contract IT jobs with a match in the Application Platforms category.

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 3 months to 25 June 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 3 months to 25 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
City of London +35 12 £85,000 - 4
Uxbridge - 1 - -
Canary Wharf - 1 £62,500 -
Apache Pig
England

For the 6 months to 25 June 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.

1 144 (91.72%) Hadoop
2 140 (89.17%) Big Data
3 127 (80.89%) Apache Hive
4 117 (74.52%) Apache Spark
5 100 (63.69%) Python
6 95 (60.51%) MapReduce
7 87 (55.41%) Analytics
8 85 (54.14%) HBase
9 84 (53.50%) Java
10 61 (38.85%) HDFS
11 57 (36.31%) Finance
12 54 (34.39%) Agile Software Development
12 54 (34.39%) Apache Flume
13 49 (31.21%) MongoDB
14 47 (29.94%) Amazon AWS
14 47 (29.94%) Analytical Skills
15 45 (28.66%) Kafka
15 45 (28.66%) R
15 45 (28.66%) Linux
16 44 (28.03%) Oozie
17 43 (27.39%) Sqoop
17 43 (27.39%) NoSQL
18 42 (26.75%) Business Intelligence
19 38 (24.20%) Apache Cassandra
20 36 (22.93%) SQL
21 35 (22.29%) SAS
22 33 (21.02%) Scala
23 32 (20.38%) Neo4j
24 31 (19.75%) Impala
25 30 (19.11%) Machine Learning

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
1 117 (74.52%) Apache Spark
2 35 (22.29%) SAS
3 16 (10.19%) Apache
4 5 (3.18%) Elasticsearch
4 5 (3.18%) WebSphere
5 3 (1.91%) JBoss
5 3 (1.91%) Tomcat
6 2 (1.27%) Apache Solr
6 2 (1.27%) WebLogic
7 1 (0.64%) Apache Geronimo
7 1 (0.64%) CMS
7 1 (0.64%) GlassFish
7 1 (0.64%) Mule
Applications
1 18 (11.46%) SPSS
2 6 (3.82%) Microsoft Excel
3 2 (1.27%) Weka
4 1 (0.64%) Gephi
Cloud Services
1 47 (29.94%) Amazon AWS
2 14 (8.92%) Microsoft Azure
3 12 (7.64%) Amazon EMR
4 9 (5.73%) Amazon EC2
5 5 (3.18%) Amazon S3
5 5 (3.18%) Cloud Computing
5 5 (3.18%) Google Cloud Platform
6 2 (1.27%) GitHub
7 1 (0.64%) Amazon Kinesis
7 1 (0.64%) Cortana Intelligence Suite
7 1 (0.64%) PaaS
Communications & Networking
1 6 (3.82%) LDAP
2 5 (3.18%) Kerberos
3 3 (1.91%) HTTP
4 2 (1.27%) Internet
4 2 (1.27%) SSL
5 1 (0.64%) DNS
5 1 (0.64%) FTP
5 1 (0.64%) Intranet
5 1 (0.64%) tcpdump
5 1 (0.64%) Wireshark
Database & Business Intelligence
1 144 (91.72%) Hadoop
2 140 (89.17%) Big Data
3 127 (80.89%) Apache Hive
4 85 (54.14%) HBase
5 49 (31.21%) MongoDB
6 43 (27.39%) NoSQL
6 43 (27.39%) Sqoop
7 38 (24.20%) Apache Cassandra
8 32 (20.38%) Neo4j
9 31 (19.75%) Impala
10 30 (19.11%) Pentaho
11 25 (15.92%) Relational Database
12 21 (13.38%) Data Mining
13 16 (10.19%) Mahout
14 12 (7.64%) RDBMS
15 11 (7.01%) Data Warehouse
16 9 (5.73%) PostgreSQL
16 9 (5.73%) SQL Server
17 8 (5.10%) QlikView
18 7 (4.46%) MySQL
Development Applications
1 10 (6.37%) Jenkins
2 8 (5.10%) Git (software)
3 7 (4.46%) Talend Open Studio
3 7 (4.46%) Vagrant
4 5 (3.18%) Yeoman
5 2 (1.27%) gulp
5 2 (1.27%) Maven
5 2 (1.27%) webpack
6 1 (0.64%) Ant
6 1 (0.64%) Gradle
General
1 57 (36.31%) Finance
2 19 (12.10%) Retail
3 13 (8.28%) Banking
4 6 (3.82%) Investment Banking
4 6 (3.82%) Marketing
5 4 (2.55%) Games
5 4 (2.55%) Telecoms
6 3 (1.91%) Manufacturing
7 2 (1.27%) Advertising
7 2 (1.27%) Digital Economy
Job Titles
1 35 (22.29%) Architect
2 30 (19.11%) Big Data Architect
2 30 (19.11%) Data Architect
3 26 (16.56%) Data Scientist
4 19 (12.10%) Developer
5 18 (11.46%) Consultant
5 18 (11.46%) Hadoop Engineer
6 17 (10.83%) Data Consultant
7 14 (8.92%) Data Engineer
8 13 (8.28%) Big Data Consultant
8 13 (8.28%) Big Data Developer
9 12 (7.64%) Administrator
9 12 (7.64%) E-Commerce Director
9 12 (7.64%) Hadoop Administrator
9 12 (7.64%) Technology Director
10 11 (7.01%) Big Data Engineer
11 9 (5.73%) Data Administrator
12 8 (5.10%) Hadoop Architect
12 8 (5.10%) Linux Administrator
13 6 (3.82%) Senior Architect
Libraries, Frameworks & Software Standards
1 45 (28.66%) Kafka
2 30 (19.11%) Web Services
3 14 (8.92%) .NET
4 11 (7.01%) Natural Language Processing
5 9 (5.73%) Java EE
6 8 (5.10%) D3.js
6 8 (5.10%) scikit-learn
6 8 (5.10%) XML
7 6 (3.82%) JSON
8 5 (3.18%) Cascalog
8 5 (3.18%) Node.js
8 5 (3.18%) Pandas
8 5 (3.18%) Regular Expression
8 5 (3.18%) SciPy
9 4 (2.55%) REST
9 4 (2.55%) SPNEGO
10 3 (1.91%) HTML
10 3 (1.91%) J2EE
10 3 (1.91%) JSP
10 3 (1.91%) Spring
Miscellaneous
1 47 (29.94%) Analytical Skills
2 26 (16.56%) Algorithms
3 14 (8.92%) Computer Science
4 13 (8.28%) Virtual Team
5 7 (4.46%) Data Structures
6 5 (3.18%) Clustering
7 4 (2.55%) Fintech
8 3 (1.91%) Credit Risk
8 3 (1.91%) Greenfield Project
9 2 (1.27%) Data Centre
9 2 (1.27%) Mobile App
10 1 (0.64%) Internet of Things
10 1 (0.64%) Replication
10 1 (0.64%) Robotics
10 1 (0.64%) Taxonomies
Operating Systems
1 45 (28.66%) Linux
2 19 (12.10%) Unix
3 4 (2.55%) Windows
4 2 (1.27%) Solaris
Processes & Methodologies
1 95 (60.51%) MapReduce
2 87 (55.41%) Analytics
3 54 (34.39%) Agile Software Development
4 42 (26.75%) Business Intelligence
5 30 (19.11%) Machine Learning
6 25 (15.92%) Data Analytics
7 24 (15.29%) ETL
7 24 (15.29%) Open Source
8 22 (14.01%) Data Management
8 22 (14.01%) Technical Architecture
8 22 (14.01%) Use Case
8 22 (14.01%) Visualisation
9 20 (12.74%) E-Commerce
10 18 (11.46%) Stakeholder Management
11 17 (10.83%) DevOps
11 17 (10.83%) Requirements Analysis
12 15 (9.55%) Data Analysis
12 15 (9.55%) Statistics
12 15 (9.55%) Waterfall
13 13 (8.28%) Data Modelling
Programming Languages
1 100 (63.69%) Python
2 84 (53.50%) Java
3 45 (28.66%) R
4 36 (22.93%) SQL
5 33 (21.02%) Scala
6 12 (7.64%) Perl
7 10 (6.37%) C#
8 7 (4.46%) Bash Shell
8 7 (4.46%) PHP
9 6 (3.82%) Ruby
10 5 (3.18%) C++
10 5 (3.18%) Clojure
10 5 (3.18%) Cypher
10 5 (3.18%) VBA
11 4 (2.55%) JavaScript
11 4 (2.55%) MATLAB
12 2 (1.27%) C
12 2 (1.27%) ES6
12 2 (1.27%) PL/SQL
13 1 (0.64%) T-SQL
Qualifications
1 23 (14.65%) Degree
2 17 (10.83%) PhD
3 2 (1.27%) Computer Science Degree
3 2 (1.27%) Master's Degree
3 2 (1.27%) Numerate Degree
3 2 (1.27%) SC Cleared
3 2 (1.27%) Security Cleared
4 1 (0.64%) AWS Certification
4 1 (0.64%) CISM
4 1 (0.64%) CISSP
Quality Assurance & Compliance
1 6 (3.82%) Data Quality
2 4 (2.55%) GCP
3 1 (0.64%) GDPR
3 1 (0.64%) Sarbanes-Oxley
System Software
1 61 (38.85%) HDFS
2 54 (34.39%) Apache Flume
3 10 (6.37%) Docker
4 5 (3.18%) Virtual Machines
4 5 (3.18%) VirtualBox
5 2 (1.27%) Active Directory
5 2 (1.27%) Apache ZooKeeper
6 1 (0.64%) Cronacle
Systems Management
1 44 (28.03%) Oozie
2 10 (6.37%) Ambari
3 9 (5.73%) Ansible
4 8 (5.10%) Puppet
5 6 (3.82%) Opscode Chef
6 5 (3.18%) Terraform
7 4 (2.55%) Mesos
8 3 (1.91%) Hadoop YARN
9 2 (1.27%) Kubernetes
10 1 (0.64%) Control-M
10 1 (0.64%) Ganglia
10 1 (0.64%) Kibana
10 1 (0.64%) Nagios
10 1 (0.64%) QRadar
10 1 (0.64%) Tivoli
Vendors
1 30 (19.11%) Hortonworks
1 30 (19.11%) Tableau
2 20 (12.74%) TIBCO
3 17 (10.83%) Cloudera
4 13 (8.28%) Teradata
5 10 (6.37%) Informatica
6 8 (5.10%) MapR
6 8 (5.10%) Oracle
7 7 (4.46%) Talend
8 5 (3.18%) Ab Initio
8 5 (3.18%) Cognos
8 5 (3.18%) Google
8 5 (3.18%) Netezza
8 5 (3.18%) RapidMiner
9 4 (2.55%) Greenplum
9 4 (2.55%) Microsoft
9 4 (2.55%) MicroStrategy
9 4 (2.55%) Vertica
10 3 (1.91%) Alteryx
10 3 (1.91%) MuleSoft
London
Digitech Resourcing Ltd
Salary: From £70,000 to £90,000 per annum
Posted: 3 days ago
London
TDA Group
Salary: £80000 - £90000 per annum + + Benefits + Bonus
Posted: 5 days ago
City, London
ANSON MCCADE
Salary: £45,000 - £60,000k plus brilliant package and unrivalled development
Posted: 4 days ago
City, London
ANSON MCCADE
Salary: £45,000 - £130,000 + benefits
Posted: 6 days ago
City, London
ANSON MCCADE
Salary: £70,000 - £110,000 + extensive benefits package
Posted: 6 days ago
London
Premier IT
Salary: £70000 - £100000 per annum
Posted: 5 days ago
London
Parallel Consulting
Salary: £90000 - £120000 per annum + bonus and additional benefits
Posted: 4 days ago
London
Click Digital
Salary: £35,000 - £55,000 per year
Posted: 10 days ago
London
Hays London City Cheapside
Salary: £90000.00 - £110000.00 per annum
Posted: 16 days ago
London
Montash Limited
Salary: £45000 - £55000 per annum + Benefits
Posted: 11 days ago
City of London
CPS Group Limited
Salary: £60000 per annum
Posted: 25 days ago