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 26 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
26 Mar 2017
Same period 2016 Same period 2015
Apache Pig
England / London
Rank 490 489 536
Rank change year-on-year -1 +47  
Permanent jobs citing Apache Pig 87 168 120
As % of all permanent IT jobs advertised in London 0.26% 0.40% 0.28%
As % of the Application Platforms category 1.40% 2.12% 1.40%
Number of salaries quoted 84 115 90
Median salary £77,000 £70,000 £72,500
Median salary % change year-on-year +10.00% -3.44%  
90% offered a salary of more than £55,000 £52,500 £50,000
10% offered a salary of more than £110,500 £94,600 £95,000
UK excluding London median salary £52,500 £57,500 £55,000
% change year-on-year -8.69% +4.54%  

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 6209 7914 8570
As % of all permanent IT job vacancies advertised in London 18.69% 18.87% 20.29%
Number of salaries quoted 5230 6888 7294
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 £32,500 £32,500 £31,500
10% offered a salary of more than £80,000 £75,000 £75,000
UK excluding London median salary £40,000 £40,000 £40,000

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 26 March 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 26 March 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 +51 16 £77,500 -8.82% 6
Apache Pig
England

Apache Pig
Top 30 Related IT Skills in London

For the 6 months to 26 March 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.

1 185 (93.91%) Hadoop
2 176 (89.34%) Big Data
3 160 (81.22%) Apache Hive
4 156 (79.19%) Apache Spark
5 118 (59.90%) Java
6 105 (53.30%) Python
7 103 (52.28%) MapReduce
8 95 (48.22%) HBase
9 94 (47.72%) Analytics
10 73 (37.06%) Business Intelligence
11 72 (36.55%) HDFS
12 67 (34.01%) Linux
13 63 (31.98%) Amazon AWS
14 62 (31.47%) MongoDB
15 61 (30.96%) Finance
16 59 (29.95%) R
17 52 (26.40%) Apache Flume
18 49 (24.87%) Scala
19 47 (23.86%) SQL
20 44 (22.34%) Apache Cassandra
20 44 (22.34%) Tableau
21 43 (21.83%) Sqoop
22 42 (21.32%) Neo4j
23 41 (20.81%) Analytical Skills
23 41 (20.81%) Open Source
24 40 (20.30%) Web Services
24 40 (20.30%) Impala
24 40 (20.30%) Oozie
25 39 (19.80%) Agile Software Development
26 38 (19.29%) NoSQL

Apache Pig
Top Related 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
1 156 (79.19%) Apache Spark
2 34 (17.26%) Apache
3 32 (16.24%) SAS
4 11 (5.58%) Elasticsearch
5 3 (1.52%) Apache Solr
6 1 (0.51%) Apache Geronimo
6 1 (0.51%) GlassFish
6 1 (0.51%) JBoss
6 1 (0.51%) OpenStack
6 1 (0.51%) Tomcat
6 1 (0.51%) WebSphere
Applications
1 12 (6.09%) SPSS
2 7 (3.55%) MS Excel
3 2 (1.02%) Gephi
4 1 (0.51%) Weka
Business Applications
1 1 (0.51%) SAP Oil and Gas
Cloud Services
1 63 (31.98%) Amazon AWS
2 15 (7.61%) Microsoft Azure
3 9 (4.57%) Amazon EMR
4 8 (4.06%) Amazon EC2
5 6 (3.05%) Amazon S3
5 6 (3.05%) Google Cloud Platform
6 5 (2.54%) Cloud Computing
7 1 (0.51%) Amazon Kinesis
7 1 (0.51%) GitHub
7 1 (0.51%) Google Compute Engine
Communications & Networking
1 20 (10.15%) Kerberos
2 7 (3.55%) LDAP
3 4 (2.03%) HTTP
4 3 (1.52%) DNS
4 3 (1.52%) FTP
4 3 (1.52%) tcpdump
4 3 (1.52%) Wireshark
5 1 (0.51%) Internet
5 1 (0.51%) Intranet
Database & Business Intelligence
1 185 (93.91%) Hadoop
2 176 (89.34%) Big Data
3 160 (81.22%) Apache Hive
4 95 (48.22%) HBase
5 62 (31.47%) MongoDB
6 44 (22.34%) Apache Cassandra
7 43 (21.83%) Sqoop
8 42 (21.32%) Neo4j
9 40 (20.30%) Impala
10 38 (19.29%) NoSQL
11 36 (18.27%) Pentaho
12 21 (10.66%) Data Warehouse
13 20 (10.15%) Data Mining
13 20 (10.15%) Relational Database
14 17 (8.63%) RDBMS
15 16 (8.12%) Mahout
16 12 (6.09%) MySQL
16 12 (6.09%) SQL Server
17 11 (5.58%) Amazon Redshift
18 10 (5.08%) PostgreSQL
Development Applications
1 9 (4.57%) Git (software)
2 8 (4.06%) Jenkins
2 8 (4.06%) Talend Open Studio
3 6 (3.05%) Vagrant
3 6 (3.05%) Yeoman
4 1 (0.51%) Ant
4 1 (0.51%) Gradle
4 1 (0.51%) Hudson
4 1 (0.51%) Maven
4 1 (0.51%) Subversion
4 1 (0.51%) Team Foundation Server
General
1 61 (30.96%) Finance
2 19 (9.64%) Retail
3 13 (6.60%) Banking
4 12 (6.09%) Marketing
5 8 (4.06%) Telecoms
6 5 (2.54%) Games
6 5 (2.54%) Manufacturing
7 4 (2.03%) Military
8 3 (1.52%) Advertising
9 1 (0.51%) Electronics
9 1 (0.51%) Investment Banking
Job Titles
1 59 (29.95%) Architect
2 50 (25.38%) Data Architect
3 49 (24.87%) Big Data Architect
4 34 (17.26%) Data Scientist
5 30 (15.23%) Consultant
6 27 (13.71%) Data Consultant
7 26 (13.20%) Data Engineer
8 23 (11.68%) Big Data Consultant
8 23 (11.68%) Big Data Engineer
9 21 (10.66%) Administrator
9 21 (10.66%) Hadoop Administrator
10 19 (9.64%) Developer
10 19 (9.64%) Hadoop Engineer
11 13 (6.60%) Hadoop Architect
12 10 (5.08%) Big Data Developer
12 10 (5.08%) Senior Architect
13 8 (4.06%) DevOps Engineer
13 8 (4.06%) Hadoop Developer
13 8 (4.06%) Senior Data Scientist
14 6 (3.05%) Hadoop Consultant
Libraries, Frameworks & Software Standards
1 40 (20.30%) Web Services
2 35 (17.77%) Kafka
3 22 (11.17%) Java EE
4 14 (7.11%) .NET
5 12 (6.09%) D3.js
6 10 (5.08%) Natural Language Processing
7 8 (4.06%) Pandas
7 8 (4.06%) scikit-learn
8 7 (3.55%) Apache Camel
8 7 (3.55%) SPNEGO
9 6 (3.05%) Cascalog
9 6 (3.05%) jQuery
9 6 (3.05%) SciPy
9 6 (3.05%) Spark Streaming
9 6 (3.05%) Spring
10 5 (2.54%) AngularJS
10 5 (2.54%) Hibernate
10 5 (2.54%) Node.js
11 4 (2.03%) Middleware
11 4 (2.03%) XML
Miscellaneous
1 41 (20.81%) Analytical Skills
2 19 (9.64%) Algorithms
2 19 (9.64%) Computer Science
3 8 (4.06%) Clustering
3 8 (4.06%) Credit Risk
4 7 (3.55%) Virtual Team
5 5 (2.54%) Fintech
6 4 (2.03%) Data Centre
7 3 (1.52%) DataPower
7 3 (1.52%) Mobile App
8 2 (1.02%) Client/Server
8 2 (1.02%) PKI
9 1 (0.51%) Bitcoin
9 1 (0.51%) Data Structures
9 1 (0.51%) Enterprise Software
9 1 (0.51%) Management Information System
9 1 (0.51%) Replication
9 1 (0.51%) Social Media
Operating Systems
1 67 (34.01%) Linux
2 31 (15.74%) Unix
3 3 (1.52%) CentOS
3 3 (1.52%) Debian
3 3 (1.52%) Red Hat Enterprise Linux
3 3 (1.52%) Ubuntu
4 2 (1.02%) Windows
Processes & Methodologies
1 103 (52.28%) MapReduce
2 94 (47.72%) Analytics
3 73 (37.06%) Business Intelligence
4 41 (20.81%) Open Source
5 39 (19.80%) Agile Software Development
6 36 (18.27%) ETL
7 30 (15.23%) Visualisation
8 29 (14.72%) Data Management
9 27 (13.71%) Machine Learning
10 26 (13.20%) Data Analytics
11 21 (10.66%) Data Modelling
12 20 (10.15%) E-Commerce
13 18 (9.14%) DevOps
14 16 (8.12%) Mathematics
14 16 (8.12%) Technical Architecture
15 15 (7.61%) Stakeholder Management
15 15 (7.61%) Use Case
16 14 (7.11%) Mentoring
16 14 (7.11%) Software Engineering
16 14 (7.11%) Statistical Analysis
Programming Languages
1 118 (59.90%) Java
2 105 (53.30%) Python
3 59 (29.95%) R
4 49 (24.87%) Scala
5 47 (23.86%) SQL
6 14 (7.11%) C#
7 13 (6.60%) Bash Shell
8 12 (6.09%) Ruby
9 11 (5.58%) Perl
10 10 (5.08%) C++
11 8 (4.06%) Clojure
12 6 (3.05%) C
12 6 (3.05%) Cypher
12 6 (3.05%) PHP
12 6 (3.05%) VBA
13 5 (2.54%) MATLAB
14 4 (2.03%) JavaScript
15 3 (1.52%) Groovy
16 2 (1.02%) Go
16 2 (1.02%) Shell Script
Qualifications
1 26 (13.20%) Degree
2 14 (7.11%) PhD
3 4 (2.03%) CISSP
4 3 (1.52%) CISM
4 3 (1.52%) Security Cleared
5 2 (1.02%) DV Cleared
6 1 (0.51%) AWS Certification
6 1 (0.51%) CEH
6 1 (0.51%) CISA
6 1 (0.51%) GCFA
6 1 (0.51%) GCIA
6 1 (0.51%) MBA
Quality Assurance & Compliance
1 9 (4.57%) Data Quality
2 1 (0.51%) GCP
2 1 (0.51%) IAS 39
2 1 (0.51%) IFRS
2 1 (0.51%) IFRS 9
System Software
1 72 (36.55%) HDFS
2 52 (26.40%) Apache Flume
3 8 (4.06%) Docker
4 6 (3.05%) Virtual Machines
4 6 (3.05%) VirtualBox
5 5 (2.54%) Apache ZooKeeper
6 4 (2.03%) Hyper-V
6 4 (2.03%) VMware Infrastructure
7 1 (0.51%) Active Directory
Systems Management
1 40 (20.30%) Oozie
2 18 (9.14%) Hadoop YARN
3 13 (6.60%) Opscode Chef
3 13 (6.60%) Puppet
4 11 (5.58%) Ambari
4 11 (5.58%) Ansible
5 4 (2.03%) Terraform
6 3 (1.52%) QRadar
7 1 (0.51%) Ganglia
7 1 (0.51%) Kubernetes
7 1 (0.51%) Mesos
7 1 (0.51%) Nagios
7 1 (0.51%) Tivoli
Vendors
1 44 (22.34%) Tableau
2 30 (15.23%) Hortonworks
3 28 (14.21%) TIBCO
4 22 (11.17%) Cloudera
5 12 (6.09%) Teradata
6 11 (5.58%) Oracle
7 10 (5.08%) MapR
8 9 (4.57%) Informatica
9 8 (4.06%) Talend
10 7 (3.55%) Red Hat
11 5 (2.54%) Ab Initio
11 5 (2.54%) Splunk
12 4 (2.03%) Alteryx
12 4 (2.03%) Cognos
12 4 (2.03%) Google
12 4 (2.03%) Microsoft
12 4 (2.03%) VMware
13 3 (1.52%) IBM
13 3 (1.52%) SAP
14 2 (1.02%) Cisco
London
TEKsystems
Salary: £80000 - £90000 per annum + bonus and benefits
Posted: 2 days ago
London
Premier IT
Salary: £60000 - £100000 per annum
Posted: 2 days ago
Central London / West End
ClearCube Consulting
Salary: From £50,000 to £70,000 per annum + Benefits
Posted: 3 days ago
London
ClearCube Consulting
Salary: From £40,000 to £65,000 per annum
Posted: 3 days ago
London
Harvey Nash plc
Salary: £45000 - £70000 per annum
Posted: 2 days ago
City, London
Parallel Consulting
Salary: £90000 - £120000 per annum + Bonus+ Excellent Benefits
Posted: Yesterday
City, London
Oliver Bernard
Salary: £95000 - £105000 per annum
Posted: 5 days ago
City, London
ANSON MCCADE
Salary: £45,000 - circa £85,000
Posted: 5 days ago
City, London
ANSON MCCADE
Salary: £45,000 - £85,000 + extensive benefits package
Posted: 5 days ago
London
Opus Recruitment Solutions Ltd
Salary: £70000 - £85000 per annum, Benefits Benefits & Bonus included
Posted: 5 days ago
London
Churchill Frank
Salary: £75000 - £90000 per annum
Posted: 15 days ago
London
Churchill Frank
Salary: £80000 - £100000 per annum + Bonus, Pension, Travel Allowence
Posted: 15 days ago
London
Computer Futures
Salary: £50000 - £70000 per annum + competitive
Posted: 16 days ago
London
Computer Futures
Salary: competitive
Posted: 12 days ago
London
Hays London City Cheapside
Salary: £140000.00 - £160000.00 per annum + bonus and benefits
Posted: 23 days ago
London
Computer Futures
Salary: £80000 per annum + competitive
Posted: 27 days ago
City, London
Accenture
Salary: Competitive
Posted: 17 days ago