Period
to 14 August 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 14 August 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
14 Aug 2018
Same period 2017 Same period 2016
Rank 530 484 506
Rank change year-on-year -46 +22 +25
Contract jobs citing Apache Pig 96 120 131
As % of all contract IT jobs advertised in London 0.21% 0.28% 0.29%
As % of the Application Platforms category 1.21% 1.60% 1.53%
Number of daily rates quoted 59 84 110
London median daily rate £575 £525 £503
Median daily rate % change year-on-year +9.52% +4.48% -8.64%
10th Percentile £465 £413 £412
90th Percentile £700 £700 £733
England median daily rate £550 £500 £500
% change year-on-year +10.00% - -4.76%
Number of hourly rates quoted 0 0 0
London median hourly rate - - -
England median hourly rate - - -

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 7,953 7,489 8,568
As % of all contract IT jobs advertised in London 17.44% 17.59% 18.85%
Number of daily rates quoted 5,616 5,239 6,062
London median daily rate £500 £475 £450
Median daily rate % change year-on-year +5.26% +5.56% +9.09%
10th Percentile £300 £300 £281
90th Percentile £650 £638 £618
England median daily rate £450 £450 £425
% change year-on-year - +5.88% +8.83%
Number of hourly rates quoted 94 96 91
London median hourly rate £21.50 £19.00 £18.00
Median hourly rate % change year-on-year +13.16% +5.56% -8.86%
10th Percentile £14.00 £12.75 £11.25
90th Percentile £57.50 £47.83 £43.75
England median hourly rate £21.00 £20.00 £20.00
% change year-on-year +5.00% - -

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 14 August 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 14 August 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 -31 19 £625 -3.85% 8
East London -15 4 £538 -
South London -40 3 £525 -
Apache Pig
England

For the 6 months to 14 August 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 88 (91.67%) Apache Hive
2 87 (90.63%) Hadoop
3 82 (85.42%) Big Data
4 77 (80.21%) Apache Spark
5 55 (57.29%) Python
6 50 (52.08%) Kafka
7 44 (45.83%) Scala
7 44 (45.83%) NoSQL
8 40 (41.67%) HBase
9 39 (40.63%) Java
9 39 (40.63%) Agile Software Development
10 36 (37.50%) Amazon AWS
11 34 (35.42%) Apache Flume
11 34 (35.42%) ETL
12 33 (34.38%) MongoDB
13 32 (33.33%) Data Warehouse
14 31 (32.29%) Oozie
14 31 (32.29%) HDFS
15 30 (31.25%) SQL
16 27 (28.13%) PostgreSQL
17 26 (27.08%) Finance
18 24 (25.00%) Data Modelling
18 24 (25.00%) MapReduce
19 23 (23.96%) Analytics
20 22 (22.92%) Docker
20 22 (22.92%) Amazon Redshift
20 22 (22.92%) Open Source
21 21 (21.88%) Apache Cassandra
22 20 (20.83%) Scrum
22 20 (20.83%) Apache

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 77 (80.21%) Apache Spark
2 20 (20.83%) Apache
3 18 (18.75%) Elasticsearch
4 5 (5.21%) Apache Solr
5 4 (4.17%) nginx
6 2 (2.08%) Adobe Experience Manager
6 2 (2.08%) CMS
7 1 (1.04%) Cloud Foundry
Applications
1 1 (1.04%) Microsoft Excel
1 1 (1.04%) Microsoft Office
1 1 (1.04%) Microsoft PowerPoint
1 1 (1.04%) MS Visio
1 1 (1.04%) Shockwave
Cloud Services
1 36 (37.50%) Amazon AWS
2 20 (20.83%) Microsoft Azure
3 13 (13.54%) Amazon EMR
4 11 (11.46%) Amazon S3
5 10 (10.42%) Amazon EC2
5 10 (10.42%) AWS Lambda
5 10 (10.42%) Serverless
6 9 (9.38%) Amazon Kinesis
6 9 (9.38%) Google Analytics
7 7 (7.29%) Azure Data Factory
8 5 (5.21%) GitHub
9 4 (4.17%) Google Cloud Platform
9 4 (4.17%) PaaS
9 4 (4.17%) SaaS
10 3 (3.13%) Cloud Computing
10 3 (3.13%) IaaS
Communications & Networking
1 6 (6.25%) VPN
2 5 (5.21%) DNS
2 5 (5.21%) ICMP
2 5 (5.21%) Kerberos
2 5 (5.21%) TCP/IP
3 3 (3.13%) Firewall
4 2 (2.08%) Network Security
5 1 (1.04%) HTTP
5 1 (1.04%) Internet
5 1 (1.04%) VLAN
Database & Business Intelligence
1 88 (91.67%) Apache Hive
2 87 (90.63%) Hadoop
3 82 (85.42%) Big Data
4 44 (45.83%) NoSQL
5 40 (41.67%) HBase
6 33 (34.38%) MongoDB
7 32 (33.33%) Data Warehouse
8 27 (28.13%) PostgreSQL
9 22 (22.92%) Amazon Redshift
10 21 (21.88%) Apache Cassandra
11 17 (17.71%) Flink
12 15 (15.63%) Relational Database
12 15 (15.63%) SQL Server
13 14 (14.58%) MySQL
14 13 (13.54%) Impala
15 11 (11.46%) Data Lake
15 11 (11.46%) Sqoop
16 7 (7.29%) HDInsight
16 7 (7.29%) Redis
17 6 (6.25%) RDBMS
Development Applications
1 12 (12.50%) Jenkins
2 8 (8.33%) Git (software)
3 5 (5.21%) Artifactory
3 5 (5.21%) SonarQube
4 4 (4.17%) Gatling
4 4 (4.17%) TeamCity
5 2 (2.08%) Subversion
5 2 (2.08%) Visual Studio
5 2 (2.08%) Visual Studio Team System
6 1 (1.04%) JIRA
6 1 (1.04%) JUnit
General
1 26 (27.08%) Finance
2 16 (16.67%) Banking
3 6 (6.25%) Games
3 6 (6.25%) Investment Banking
4 2 (2.08%) Cantonese Language
4 2 (2.08%) French Language
4 2 (2.08%) German Language
4 2 (2.08%) Italian Language
4 2 (2.08%) Japanese Language
4 2 (2.08%) Mandarin Language
4 2 (2.08%) Retail
4 2 (2.08%) Retail Banking
4 2 (2.08%) Russian Language
4 2 (2.08%) Spanish Language
5 1 (1.04%) Hindi Language
5 1 (1.04%) Legal
5 1 (1.04%) Marketing
5 1 (1.04%) Publishing
5 1 (1.04%) Telecoms
Job Titles
1 30 (31.25%) Data Engineer
2 26 (27.08%) Architect
3 21 (21.88%) Data Architect
3 21 (21.88%) Developer
4 15 (15.63%) Big Data Architect
4 15 (15.63%) Big Data Developer
5 13 (13.54%) Big Data Engineer
6 12 (12.50%) AWS Engineer
6 12 (12.50%) Python Engineer
7 10 (10.42%) Senior Data Engineer
8 9 (9.38%) AWS Architect
9 7 (7.29%) Platform Engineer
10 6 (6.25%) Apache Spark Developer
10 6 (6.25%) Hadoop Developer
10 6 (6.25%) Senior Big Data Developer
10 6 (6.25%) Senior Developer
11 5 (5.21%) AWS Developer
11 5 (5.21%) Cloud Architect
11 5 (5.21%) Data Scientist
12 4 (4.17%) Scala Developer
Libraries, Frameworks & Software Standards
1 50 (52.08%) Kafka
2 11 (11.46%) Spark Streaming
3 7 (7.29%) RabbitMQ
4 6 (6.25%) .NET
4 6 (6.25%) Apache Avro
4 6 (6.25%) Elastic Stack
4 6 (6.25%) PySpark
4 6 (6.25%) Samza
5 4 (4.17%) Anaconda
5 4 (4.17%) Dask
5 4 (4.17%) JSON
5 4 (4.17%) LEMP Stack
6 3 (3.13%) NumPy
6 3 (3.13%) Pandas
7 2 (2.08%) Akka
7 2 (2.08%) Apache Tez
7 2 (2.08%) HTML5
7 2 (2.08%) J2EE
7 2 (2.08%) Ruby on Rails
7 2 (2.08%) scikit-learn
Miscellaneous
1 19 (19.79%) Algorithms
2 15 (15.63%) Analytical Skills
2 15 (15.63%) Data Structures
3 10 (10.42%) Fintech
4 7 (7.29%) Greenfield Project
4 7 (7.29%) Public Cloud
5 6 (6.25%) Computer Science
6 3 (3.13%) Replication
6 3 (3.13%) Virtual Team
7 1 (1.04%) FMCG
7 1 (1.04%) Hybrid Cloud
7 1 (1.04%) Management Information System
7 1 (1.04%) MPEG
7 1 (1.04%) Social Media
Operating Systems
1 16 (16.67%) Linux
2 10 (10.42%) Unix
3 1 (1.04%) Android
3 1 (1.04%) Apple iOS
3 1 (1.04%) CentOS
3 1 (1.04%) DC/OS
3 1 (1.04%) Red Hat Enterprise Linux
3 1 (1.04%) VMS
3 1 (1.04%) Windows
Processes & Methodologies
1 39 (40.63%) Agile Software Development
2 34 (35.42%) ETL
3 24 (25.00%) Data Modelling
3 24 (25.00%) MapReduce
4 23 (23.96%) Analytics
5 22 (22.92%) Open Source
6 20 (20.83%) Data Science
6 20 (20.83%) Scrum
7 19 (19.79%) Data Integration
7 19 (19.79%) DevOps
8 17 (17.71%) Machine Learning
9 15 (15.63%) Business Intelligence
9 15 (15.63%) Data Ingestion
10 14 (14.58%) Data Architecture
10 14 (14.58%) Data Engineering
10 14 (14.58%) E-Commerce
11 12 (12.50%) Configuration Management
12 11 (11.46%) Data Governance
13 10 (10.42%) Problem-Solving
14 9 (9.38%) Performance Tuning
Programming Languages
1 55 (57.29%) Python
2 44 (45.83%) Scala
3 39 (40.63%) Java
4 30 (31.25%) SQL
5 16 (16.67%) Ruby
6 14 (14.58%) R
7 9 (9.38%) Perl
8 6 (6.25%) C++
8 6 (6.25%) Go
9 4 (4.17%) C#
9 4 (4.17%) JavaScript
10 2 (2.08%) C
10 2 (2.08%) Java 8
10 2 (2.08%) PHP
10 2 (2.08%) PL/SQL
11 1 (1.04%) Bash Shell
11 1 (1.04%) Clojure
11 1 (1.04%) Haskell
11 1 (1.04%) XPath
Qualifications
1 6 (6.25%) Degree
2 5 (5.21%) SC Cleared
2 5 (5.21%) Security Cleared
3 2 (2.08%) Computer Science Degree
4 1 (1.04%) CISMP
4 1 (1.04%) CISSP
4 1 (1.04%) DV Cleared
4 1 (1.04%) Master's Degree
4 1 (1.04%) Numerate Degree
4 1 (1.04%) PhD
Quality Assurance & Compliance
1 8 (8.33%) Data Quality
2 1 (1.04%) GDPR
System Software
1 34 (35.42%) Apache Flume
2 31 (32.29%) HDFS
3 22 (22.92%) Docker
4 11 (11.46%) Apache ZooKeeper
Systems Management
1 31 (32.29%) Oozie
2 18 (18.75%) Hadoop YARN
3 11 (11.46%) Consul
3 11 (11.46%) Kubernetes
3 11 (11.46%) Terraform
4 10 (10.42%) Ansible
5 6 (6.25%) Ambari
5 6 (6.25%) Packer
6 5 (5.21%) Host Intrusion Detection System
6 5 (5.21%) Network Intrusion Detection System
6 5 (5.21%) Prometheus
6 5 (5.21%) Sysdig
7 4 (4.17%) HAProxy
8 2 (2.08%) FreeIPA
8 2 (2.08%) Opscode Chef
8 2 (2.08%) Puppet
9 1 (1.04%) Kibana
9 1 (1.04%) Marathon
9 1 (1.04%) Mesos
9 1 (1.04%) SCOrch
Vendors
1 16 (16.67%) Hortonworks
2 13 (13.54%) Cloudera
2 13 (13.54%) Google
3 10 (10.42%) Salesforce.com
4 6 (6.25%) MapR
4 6 (6.25%) Oracle
5 4 (4.17%) Microsoft
6 3 (3.13%) Talend
7 2 (2.08%) Adobe
7 2 (2.08%) SaltStack
8 1 (1.04%) Alteryx
8 1 (1.04%) Capita
8 1 (1.04%) Red Hat
8 1 (1.04%) SAP
8 1 (1.04%) Tableau
8 1 (1.04%) Xamarin