Period
to 21 June 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 21 June 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
21 Jun 2018
Same period 2017 Same period 2016
Rank 514 454 466
Rank change year-on-year -60 +12 +65
Contract jobs citing Apache Pig 109 133 139
As % of all contract IT jobs advertised in London 0.24% 0.33% 0.32%
As % of the Application Platforms category 1.40% 1.84% 1.79%
Number of daily rates quoted 75 106 115
London median daily rate £563 £525 £510
Median daily rate % change year-on-year +7.14% +2.94% -7.27%
10th Percentile £464 £411 £413
90th Percentile £750 £694 £683
England median daily rate £550 £500 £500
% change year-on-year +10.00% - -9.09%
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 7,765 7,232 7,769
As % of all contract IT jobs advertised in London 17.25% 18.14% 17.73%
Number of daily rates quoted 5,542 5,053 5,498
London median daily rate £500 £475 £450
Median daily rate % change year-on-year +5.26% +5.56% +9.09%
10th Percentile £300 £300 £275
90th Percentile £650 £638 £625
England median daily rate £450 £437 £422
% change year-on-year +2.92% +3.70% +5.42%
Number of hourly rates quoted 87 73 100
London median hourly rate £20.50 £22.34 £19.46
Median hourly rate % change year-on-year -8.22% +14.79% -2.71%
10th Percentile £13.55 £12.88 £11.25
90th Percentile £55.25 £52.25 £51.38
England median hourly rate £20.00 £19.83 £20.00
% change year-on-year +0.86% -0.85% +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 21 June 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 21 June 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 -40 27 £544 -2.03% 5
East London -11 7 £563 - 1
South London -47 2 £519 -1.19%
Apache Pig
England

For the 6 months to 21 June 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.

1 102 (93.58%) Hadoop
1 102 (93.58%) Apache Hive
2 94 (86.24%) Apache Spark
3 88 (80.73%) Big Data
4 70 (64.22%) Python
5 63 (57.80%) Scala
6 52 (47.71%) Kafka
7 51 (46.79%) MongoDB
8 50 (45.87%) Apache Flume
9 49 (44.95%) NoSQL
10 46 (42.20%) Java
10 46 (42.20%) Agile Software Development
11 44 (40.37%) Apache
12 43 (39.45%) HBase
13 42 (38.53%) SQL
14 41 (37.61%) Data Warehouse
15 39 (35.78%) MapReduce
15 39 (35.78%) Amazon AWS
16 37 (33.94%) Machine Learning
16 37 (33.94%) Analytics
17 36 (33.03%) ETL
18 35 (32.11%) Finance
19 34 (31.19%) PostgreSQL
19 34 (31.19%) Docker
20 33 (30.28%) Oozie
21 32 (29.36%) HDFS
21 32 (29.36%) Data Science
22 31 (28.44%) Open Source
23 29 (26.61%) Microsoft Azure
24 27 (24.77%) Apache Cassandra

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 94 (86.24%) Apache Spark
2 44 (40.37%) Apache
3 19 (17.43%) Elasticsearch
4 7 (6.42%) Jupyter
5 5 (4.59%) nginx
6 4 (3.67%) Apache Solr
7 2 (1.83%) Adobe Experience Manager
7 2 (1.83%) CMS
8 1 (0.92%) Cloud Foundry
Applications
1 1 (0.92%) Microsoft Excel
1 1 (0.92%) Microsoft Office
1 1 (0.92%) Microsoft PowerPoint
1 1 (0.92%) MS Visio
1 1 (0.92%) Shockwave
Cloud Services
1 39 (35.78%) Amazon AWS
2 29 (26.61%) Microsoft Azure
3 13 (11.93%) Amazon EMR
4 12 (11.01%) AWS Lambda
4 12 (11.01%) Serverless
5 11 (10.09%) Amazon EC2
5 11 (10.09%) Amazon Kinesis
5 11 (10.09%) Amazon S3
6 10 (9.17%) Google Analytics
7 5 (4.59%) Azure Data Factory
8 3 (2.75%) Cloud Computing
8 3 (2.75%) IaaS
8 3 (2.75%) PaaS
8 3 (2.75%) SaaS
9 2 (1.83%) Google Cloud Platform
10 1 (0.92%) GitHub
Communications & Networking
1 7 (6.42%) VPN
2 6 (5.50%) DNS
2 6 (5.50%) ICMP
2 6 (5.50%) TCP/IP
3 5 (4.59%) Kerberos
4 3 (2.75%) Firewall
5 2 (1.83%) Network Security
6 1 (0.92%) HTTP
6 1 (0.92%) Internet
6 1 (0.92%) VLAN
Database & Business Intelligence
1 102 (93.58%) Apache Hive
1 102 (93.58%) Hadoop
2 88 (80.73%) Big Data
3 51 (46.79%) MongoDB
4 49 (44.95%) NoSQL
5 43 (39.45%) HBase
6 41 (37.61%) Data Warehouse
7 34 (31.19%) PostgreSQL
8 27 (24.77%) Apache Cassandra
9 24 (22.02%) Amazon Redshift
10 21 (19.27%) SQL Server
11 20 (18.35%) Flink
11 20 (18.35%) Relational Database
12 19 (17.43%) MySQL
12 19 (17.43%) Sqoop
13 12 (11.01%) RDBMS
14 11 (10.09%) Data Lake
15 10 (9.17%) Impala
16 9 (8.26%) Mahout
17 8 (7.34%) Redis
Development Applications
1 24 (22.02%) Jenkins
2 19 (17.43%) Git (software)
3 9 (8.26%) TeamCity
4 7 (6.42%) JUnit
4 7 (6.42%) Subversion
4 7 (6.42%) Visual Studio
4 7 (6.42%) Visual Studio Team System
5 6 (5.50%) Artifactory
5 6 (5.50%) SonarQube
6 1 (0.92%) Gatling
General
1 35 (32.11%) Finance
2 18 (16.51%) Banking
3 10 (9.17%) Retail
4 6 (5.50%) Investment Banking
4 6 (5.50%) Marketing
5 5 (4.59%) Games
6 3 (2.75%) Advertising
7 2 (1.83%) Cantonese Language
7 2 (1.83%) French Language
7 2 (1.83%) German Language
7 2 (1.83%) Italian Language
7 2 (1.83%) Japanese Language
7 2 (1.83%) Mandarin Language
7 2 (1.83%) Russian Language
7 2 (1.83%) Spanish Language
8 1 (0.92%) Hindi Language
8 1 (0.92%) Retail Banking
8 1 (0.92%) Telecoms
Job Titles
1 35 (32.11%) Data Engineer
2 27 (24.77%) Architect
3 22 (20.18%) Data Architect
4 19 (17.43%) Developer
5 18 (16.51%) Big Data Engineer
6 15 (13.76%) Big Data Architect
7 13 (11.93%) Python Engineer
8 12 (11.01%) AWS Engineer
9 11 (10.09%) AWS Architect
10 10 (9.17%) Big Data Developer
10 10 (9.17%) Senior Data Engineer
11 9 (8.26%) Data Scientist
12 6 (5.50%) Cloud Architect
12 6 (5.50%) Data Analytics Engineer
12 6 (5.50%) Platform Engineer
13 5 (4.59%) Hadoop Developer
13 5 (4.59%) Scala Developer
13 5 (4.59%) Solutions Architect
14 4 (3.67%) AWS Solutions Architect
14 4 (3.67%) Senior Developer
Libraries, Frameworks & Software Standards
1 52 (47.71%) Kafka
2 17 (15.60%) TensorFlow
3 15 (13.76%) scikit-learn
4 12 (11.01%) PySpark
5 11 (10.09%) Keras
6 9 (8.26%) NumPy
6 9 (8.26%) Pandas
7 7 (6.42%) Matplotlib
7 7 (6.42%) MLlib
7 7 (6.42%) RabbitMQ
7 7 (6.42%) Samza
7 7 (6.42%) Seaborn
7 7 (6.42%) Spark Streaming
8 6 (5.50%) .NET
8 6 (5.50%) CNTK
8 6 (5.50%) Elastic Stack
8 6 (5.50%) MXNet
8 6 (5.50%) Theano
8 6 (5.50%) Velocity
9 5 (4.59%) Akka
Miscellaneous
1 27 (24.77%) Algorithms
2 14 (12.84%) Data Structures
3 11 (10.09%) Fintech
4 10 (9.17%) Analytical Skills
4 10 (9.17%) Computer Science
5 8 (7.34%) Public Cloud
6 5 (4.59%) Greenfield Project
7 3 (2.75%) Replication
8 2 (1.83%) Virtual Team
9 1 (0.92%) FMCG
9 1 (0.92%) Foreign Exchange (FX)
9 1 (0.92%) Hybrid Cloud
9 1 (0.92%) MPEG
9 1 (0.92%) Social Media
Operating Systems
1 16 (14.68%) Linux
2 8 (7.34%) Unix
3 2 (1.83%) Red Hat Enterprise Linux
4 1 (0.92%) Android
4 1 (0.92%) Apple iOS
4 1 (0.92%) CentOS
4 1 (0.92%) Debian
4 1 (0.92%) Ubuntu
4 1 (0.92%) VMS
4 1 (0.92%) Windows
Processes & Methodologies
1 46 (42.20%) Agile Software Development
2 39 (35.78%) MapReduce
3 37 (33.94%) Analytics
3 37 (33.94%) Machine Learning
4 36 (33.03%) ETL
5 32 (29.36%) Data Science
6 31 (28.44%) Open Source
7 23 (21.10%) Data Engineering
8 21 (19.27%) Data Architecture
8 21 (19.27%) E-Commerce
9 20 (18.35%) Data Integration
9 20 (18.35%) DevOps
10 18 (16.51%) Scrum
11 17 (15.60%) Data Governance
11 17 (15.60%) Data Ingestion
12 15 (13.76%) Data Modelling
12 15 (13.76%) Software Delivery
13 14 (12.84%) Configuration Management
14 12 (11.01%) Deep Learning
15 11 (10.09%) Continuous Integration
Programming Languages
1 70 (64.22%) Python
2 63 (57.80%) Scala
3 46 (42.20%) Java
4 42 (38.53%) SQL
5 15 (13.76%) Ruby
6 14 (12.84%) R
7 9 (8.26%) JavaScript
8 8 (7.34%) Shell Script
9 7 (6.42%) C
9 7 (6.42%) Go
9 7 (6.42%) Perl
10 5 (4.59%) Java 8
11 4 (3.67%) C#
12 3 (2.75%) C++
13 2 (1.83%) PHP
13 2 (1.83%) PL/SQL
14 1 (0.92%) Bash Shell
14 1 (0.92%) XPath
Qualifications
1 12 (11.01%) Degree
2 6 (5.50%) Master's Degree
3 4 (3.67%) SC Cleared
3 4 (3.67%) Security Cleared
4 2 (1.83%) Computer Science Degree
4 2 (1.83%) Numerate Degree
5 1 (0.92%) DV Cleared
Quality Assurance & Compliance
1 9 (8.26%) Data Quality
2 6 (5.50%) GDPR
System Software
1 50 (45.87%) Apache Flume
2 34 (31.19%) Docker
3 32 (29.36%) HDFS
4 10 (9.17%) Apache ZooKeeper
Systems Management
1 33 (30.28%) Oozie
2 24 (22.02%) Hadoop YARN
3 13 (11.93%) Consul
3 13 (11.93%) Terraform
4 9 (8.26%) Ansible
4 9 (8.26%) Kubernetes
5 8 (7.34%) Ambari
6 7 (6.42%) Packer
7 6 (5.50%) Host Intrusion Detection System
7 6 (5.50%) Network Intrusion Detection System
7 6 (5.50%) Prometheus
7 6 (5.50%) Sysdig
8 5 (4.59%) HAProxy
9 2 (1.83%) FreeIPA
9 2 (1.83%) Opscode Chef
9 2 (1.83%) Puppet
10 1 (0.92%) Kibana
10 1 (0.92%) SCOrch
Vendors
1 22 (20.18%) Hortonworks
2 21 (19.27%) MapR
3 19 (17.43%) Cloudera
4 17 (15.60%) Microsoft
5 12 (11.01%) Google
6 11 (10.09%) Salesforce.com
7 8 (7.34%) Talend
8 6 (5.50%) Alteryx
8 6 (5.50%) Oracle
9 2 (1.83%) Adobe
9 2 (1.83%) SAP
9 2 (1.83%) Tableau
10 1 (0.92%) Capita
10 1 (0.92%) Red Hat
10 1 (0.92%) SaltStack
10 1 (0.92%) Xamarin