Period
to 13 December 2018

The following table provides summary statistics for contract job vacancies advertised in London with a requirement for Apache Pig skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Apache Pig over the 6 months to 13 December 2018 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Apache Pig
England > London
6 months to
13 Dec 2018
Same period 2017 Same period 2016
Rank 576 547 447
Rank change year-on-year -29 -100 +55
Contract jobs citing Apache Pig 57 102 174
As % of all contract IT jobs advertised in London 0.12% 0.21% 0.39%
As % of the Application Platforms category 0.70% 1.25% 1.97%
Number of daily rates quoted 34 61 121
London median daily rate £575 £550 £550
Median daily rate % change year-on-year +4.55% - +4.76%
10th Percentile £491 £413 £425
90th Percentile £696 £725 £700
England median daily rate £575 £550 £550
% change year-on-year +4.55% - +4.76%
Number of hourly rates quoted 2 0 0
London median hourly rate £45.00 - -
England median hourly rate £45.00 £45.00 -

Apache Pig is in the Application Platforms category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in London with a requirement for application platform skills.

All Application Platform Skills
London
Contract vacancies with a requirement for application platform skills 8,179 8,128 8,813
As % of all contract IT jobs advertised in London 17.37% 17.12% 19.85%
Number of daily rates quoted 5,745 5,850 6,072
London median daily rate £500 £500 £450
Median daily rate % change year-on-year - +11.11% +5.88%
10th Percentile £303 £300 £275
90th Percentile £675 £645 £625
England median daily rate £475 £450 £425
% change year-on-year +5.56% +5.88% +6.25%
Number of hourly rates quoted 93 105 104
London median hourly rate £23.84 £20.91 £18.00
Median hourly rate % change year-on-year +13.99% +16.17% -15.89%
10th Percentile £13.15 £12.50 £12.58
90th Percentile £57.50 £47.83 £56.87
England median hourly rate £21.50 £20.00 £20.00
% change year-on-year +7.50% - +5.26%

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
Contractor Daily Rate Trend in London

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Apache Pig in London.

Contractor daily rate trend for Apache Pig in London

Apache Pig
Contractor Daily Rate Histogram in London

The daily rate distribution of IT jobs citing Apache Pig in London over the 6 months to 13 December 2018.

Contractor daily rate histogram for Apache Pig in London

Apache Pig
Contract Job Locations in London

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Apache Pig within the London region over the 6 months to 13 December 2018. 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Central London -25 8 £625 -9.09% 2
West London -1 5 £500 +17.65% 2
East London -41 3 £575 -4.17%
South London - 3 £637 -
North London - 1 £625 -
Apache Pig
England

For the 6 months to 13 December 2018, IT contractor 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 contract job ads across the London region with a requirement for Apache Pig.

1 54 (94.74%) Apache Hive
1 54 (94.74%) Big Data
2 51 (89.47%) Hadoop
3 43 (75.44%) Apache Spark
4 33 (57.89%) HBase
5 31 (54.39%) NoSQL
6 30 (52.63%) Python
7 27 (47.37%) Kafka
8 26 (45.61%) HDFS
9 25 (43.86%) Scala
10 24 (42.11%) MongoDB
10 24 (42.11%) MapReduce
11 22 (38.60%) Java
11 22 (38.60%) Data Modelling
12 21 (36.84%) Apache Cassandra
12 21 (36.84%) Amazon AWS
13 20 (35.09%) Impala
14 19 (33.33%) ETL
14 19 (33.33%) Agile Software Development
15 16 (28.07%) Finance
15 16 (28.07%) Business Intelligence
15 16 (28.07%) Microsoft Azure
15 16 (28.07%) Apache Flume
15 16 (28.07%) Hortonworks
16 14 (24.56%) Data Science
17 13 (22.81%) Hadoop YARN
18 12 (21.05%) SQL
18 12 (21.05%) MySQL
18 12 (21.05%) Docker
18 12 (21.05%) Spark Streaming

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 43 (75.44%) Apache Spark
2 11 (19.30%) Apache
3 7 (12.28%) Elasticsearch
4 3 (5.26%) Apache Solr
4 3 (5.26%) nginx
5 1 (1.75%) Apache Airflow
5 1 (1.75%) Jupyter
Applications
1 2 (3.51%) GNU Octave
2 1 (1.75%) Chatbot
2 1 (1.75%) Shockwave
Business Applications
1 3 (5.26%) SAP MM
1 3 (5.26%) SAP Oil and Gas
1 3 (5.26%) SAP R/3
Cloud Services
1 21 (36.84%) Amazon AWS
2 16 (28.07%) Microsoft Azure
3 7 (12.28%) Google Cloud Platform
4 5 (8.77%) Amazon EMR
5 4 (7.02%) GitHub
6 3 (5.26%) IaaS
7 2 (3.51%) Amazon Kinesis
7 2 (3.51%) Amazon S3
7 2 (3.51%) AWS Lambda
7 2 (3.51%) Azure Data Factory
7 2 (3.51%) Serverless
8 1 (1.75%) Amazon EC2
8 1 (1.75%) Google Analytics
8 1 (1.75%) PaaS
8 1 (1.75%) SaaS
Communications & Networking
1 4 (7.02%) TCP/IP
2 3 (5.26%) DNS
2 3 (5.26%) ICMP
2 3 (5.26%) VPN
3 2 (3.51%) Kerberos
4 1 (1.75%) Firewall
4 1 (1.75%) HTTP
4 1 (1.75%) LAN
4 1 (1.75%) SSL
4 1 (1.75%) WAN
Database & Business Intelligence
1 54 (94.74%) Apache Hive
1 54 (94.74%) Big Data
2 51 (89.47%) Hadoop
3 33 (57.89%) HBase
4 31 (54.39%) NoSQL
5 24 (42.11%) MongoDB
6 21 (36.84%) Apache Cassandra
7 20 (35.09%) Impala
8 12 (21.05%) MySQL
8 12 (21.05%) Relational Database
9 11 (19.30%) SQL Server
10 9 (15.79%) Data Warehouse
10 9 (15.79%) PostgreSQL
11 8 (14.04%) Sqoop
12 6 (10.53%) Amazon Redshift
12 6 (10.53%) OLTP
13 5 (8.77%) Data Lake
13 5 (8.77%) Flink
14 4 (7.02%) Enterprise Data Warehouse
14 4 (7.02%) Mahout
Development Applications
1 9 (15.79%) Jenkins
2 8 (14.04%) Git (software)
3 4 (7.02%) Visual Studio
3 4 (7.02%) Visual Studio Team System
4 3 (5.26%) Artifactory
4 3 (5.26%) Gatling
4 3 (5.26%) LSMW
4 3 (5.26%) SonarQube
4 3 (5.26%) TeamCity
5 2 (3.51%) JIRA
6 1 (1.75%) Atlassian Bamboo
6 1 (1.75%) Bitbucket
6 1 (1.75%) CodeSonar
6 1 (1.75%) git-flow
6 1 (1.75%) JUnit
6 1 (1.75%) Robot Framework
6 1 (1.75%) Selenium
General
1 16 (28.07%) Finance
2 6 (10.53%) Banking
3 4 (7.02%) Games
4 3 (5.26%) Investment Banking
4 3 (5.26%) Legal
4 3 (5.26%) Manufacturing
4 3 (5.26%) Marketing
4 3 (5.26%) Retail Banking
5 2 (3.51%) Retail
6 1 (1.75%) Publishing
Job Titles
1 24 (42.11%) Data Engineer
2 13 (22.81%) Developer
3 12 (21.05%) Architect
3 12 (21.05%) Data Architect
4 11 (19.30%) Big Data Developer
4 11 (19.30%) Big Data Engineer
5 10 (17.54%) Big Data Architect
6 6 (10.53%) Data Scientist
7 5 (8.77%) Hadoop Developer
8 4 (7.02%) Platform Engineer
8 4 (7.02%) Python Engineer
8 4 (7.02%) Senior Data Engineer
9 3 (5.26%) AWS Engineer
9 3 (5.26%) DevOps Engineer
10 2 (3.51%) AWS Architect
10 2 (3.51%) AWS Developer
10 2 (3.51%) SAP Engineer
10 2 (3.51%) Scala Developer
10 2 (3.51%) Senior Big Data Developer
10 2 (3.51%) Senior Developer
Libraries, Frameworks & Software Standards
1 27 (47.37%) Kafka
2 12 (21.05%) Spark Streaming
3 7 (12.28%) RabbitMQ
4 5 (8.77%) Anaconda
4 5 (8.77%) NumPy
4 5 (8.77%) Pandas
5 4 (7.02%) Dask
5 4 (7.02%) Elastic Stack
5 4 (7.02%) scikit-learn
6 3 (5.26%) Apache Avro
6 3 (5.26%) Caffe
6 3 (5.26%) CNTK
6 3 (5.26%) LEMP Stack
6 3 (5.26%) MXNet
6 3 (5.26%) REST
6 3 (5.26%) Samza
6 3 (5.26%) SAPUI5
6 3 (5.26%) TensorFlow
6 3 (5.26%) Theano
7 2 (3.51%) HTML
Miscellaneous
1 9 (15.79%) Data Structures
2 8 (14.04%) Analytical Skills
3 6 (10.53%) Algorithms
4 4 (7.02%) Greenfield Project
5 3 (5.26%) Public Cloud
6 1 (1.75%) Fintech
6 1 (1.75%) Management Information System
6 1 (1.75%) RIA
6 1 (1.75%) Virtual Team
Operating Systems
1 10 (17.54%) Linux
2 7 (12.28%) Unix
3 1 (1.75%) Android
3 1 (1.75%) Apple iOS
3 1 (1.75%) DC/OS
3 1 (1.75%) Mac OS X
3 1 (1.75%) Windows
Processes & Methodologies
1 24 (42.11%) MapReduce
2 22 (38.60%) Data Modelling
3 19 (33.33%) Agile Software Development
3 19 (33.33%) ETL
4 16 (28.07%) Business Intelligence
5 14 (24.56%) Data Science
6 12 (21.05%) Machine Learning
7 10 (17.54%) Scrum
8 9 (15.79%) Data Integration
9 8 (14.04%) DevOps
10 7 (12.28%) Analytics
10 7 (12.28%) Computer Science
10 7 (12.28%) Open Source
11 6 (10.53%) Dimensional Modelling
11 6 (10.53%) Mathematics
12 5 (8.77%) Artificial Intelligence
12 5 (8.77%) E-Commerce
13 4 (7.02%) Configuration Management
13 4 (7.02%) Deployment Automation
13 4 (7.02%) Mentoring
Programming Languages
1 30 (52.63%) Python
2 25 (43.86%) Scala
3 22 (38.60%) Java
4 12 (21.05%) SQL
5 7 (12.28%) C++
5 7 (12.28%) R
6 5 (8.77%) Ruby
7 3 (5.26%) C
7 3 (5.26%) Go
7 3 (5.26%) JavaScript
8 2 (3.51%) C#
8 2 (3.51%) Perl
9 1 (1.75%) Bash Shell
9 1 (1.75%) Clojure
9 1 (1.75%) Haskell
9 1 (1.75%) Objective-C
9 1 (1.75%) PHP
9 1 (1.75%) PowerShell
9 1 (1.75%) TypeScript
Qualifications
1 5 (8.77%) Degree
1 5 (8.77%) Security Cleared
2 4 (7.02%) PhD
2 4 (7.02%) SC Cleared
3 3 (5.26%) Computer Science Degree
4 2 (3.51%) CISSP
5 1 (1.75%) CCNA
5 1 (1.75%) Cisco Certification
5 1 (1.75%) CISMP
5 1 (1.75%) CompTIA Security+
5 1 (1.75%) DV Cleared
5 1 (1.75%) GIAC
5 1 (1.75%) Linux+ Certification
5 1 (1.75%) MBA
5 1 (1.75%) MCSE
5 1 (1.75%) Microsoft Certification
5 1 (1.75%) Network+ Certification
5 1 (1.75%) Numerate Degree
5 1 (1.75%) SANS
5 1 (1.75%) SSCP
Quality Assurance & Compliance
1 2 (3.51%) Data Quality
2 1 (1.75%) SLA
System Software
1 26 (45.61%) HDFS
2 16 (28.07%) Apache Flume
3 12 (21.05%) Docker
4 10 (17.54%) Apache ZooKeeper
5 1 (1.75%) Oracle RAC
5 1 (1.75%) vSphere
Systems Management
1 13 (22.81%) Hadoop YARN
2 9 (15.79%) Oozie
3 8 (14.04%) Ansible
4 6 (10.53%) Ambari
4 6 (10.53%) Kubernetes
5 5 (8.77%) Puppet
6 4 (7.02%) Consul
6 4 (7.02%) Terraform
7 3 (5.26%) HAProxy
7 3 (5.26%) Host Intrusion Detection System
7 3 (5.26%) Network Intrusion Detection System
7 3 (5.26%) Opscode Chef
7 3 (5.26%) Prometheus
7 3 (5.26%) Sysdig
8 1 (1.75%) Apache Brooklyn
8 1 (1.75%) Marathon
8 1 (1.75%) Mesos
8 1 (1.75%) Packer
8 1 (1.75%) Salt
Vendors
1 16 (28.07%) Hortonworks
2 12 (21.05%) Cloudera
3 8 (14.04%) Google
4 7 (12.28%) MapR
4 7 (12.28%) Oracle
5 4 (7.02%) Microsoft
6 3 (5.26%) SaltStack
6 3 (5.26%) SAP
6 3 (5.26%) Talend
7 2 (3.51%) Salesforce.com
8 1 (1.75%) Cerner
8 1 (1.75%) Cisco
8 1 (1.75%) Informatica
8 1 (1.75%) Red Hat
8 1 (1.75%) Tableau