Period
to 23 April 2019

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 23 April 2019 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
23 Apr 2019
Same period 2018 Same period 2017
Rank 564 520 386
Rank change year-on-year -44 -134 +59
Contract jobs citing Apache Pig 44 117 200
As % of all contract IT jobs advertised in London 0.10% 0.25% 0.50%
As % of the Application Platforms category 0.65% 1.46% 2.65%
Number of daily rates quoted 19 81 146
London median daily rate £575 £563 £550
Median daily rate % change year-on-year +2.22% +2.27% -
10th Percentile £483 £425 £407
90th Percentile £675 £775 £700
England median daily rate £544 £550 £550
% change year-on-year -1.14% - +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 6,772 8,016 7,541
As % of all contract IT jobs advertised in London 16.10% 17.38% 18.79%
Number of daily rates quoted 4,688 5,734 5,224
London median daily rate £525 £500 £468
Median daily rate % change year-on-year +5.00% +6.95% +3.89%
10th Percentile £313 £300 £300
90th Percentile £675 £650 £638
England median daily rate £475 £450 £425
% change year-on-year +5.56% +5.88% +3.03%
Number of hourly rates quoted 46 85 67
London median hourly rate £33.51 £22.00 £22.34
Median hourly rate % change year-on-year +52.30% -1.50% +4.66%
10th Percentile £18.56 £13.25 £13.00
90th Percentile £52.67 £66.50 £48.70
England median hourly rate £18.75 £19.13 £20.50
% change year-on-year -1.96% -6.71% +2.50%

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 23 April 2019.

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 23 April 2019. 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 -3 5 £650 +30.00% 2
West London - 5 £500 -
East London -25 4 - -
South London +7 2 £650 +23.71%
Apache Pig
England

For the 6 months to 23 April 2019, 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 37 (84.09%) Hadoop
2 34 (77.27%) Apache Hive
3 33 (75.00%) Big Data
4 26 (59.09%) Apache Spark
5 23 (52.27%) Amazon AWS
5 23 (52.27%) MapReduce
6 22 (50.00%) Python
7 20 (45.45%) HDFS
8 19 (43.18%) Data Science
8 19 (43.18%) SQL
8 19 (43.18%) Apache Cassandra
9 18 (40.91%) HBase
10 17 (38.64%) Business Intelligence
10 17 (38.64%) Hadoop YARN
11 16 (36.36%) Agile Software Development
12 15 (34.09%) Analytics
13 14 (31.82%) Java
13 14 (31.82%) Scala
14 13 (29.55%) MongoDB
14 13 (29.55%) R
14 13 (29.55%) Kafka
14 13 (29.55%) Google Cloud Platform
14 13 (29.55%) Impala
15 12 (27.27%) DevOps
15 12 (27.27%) Oozie
15 12 (27.27%) Apache
15 12 (27.27%) ETL
16 11 (25.00%) Microsoft Azure
16 11 (25.00%) NoSQL
16 11 (25.00%) Visualisation

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 26 (59.09%) Apache Spark
2 12 (27.27%) Apache
3 5 (11.36%) Cloud Foundry
3 5 (11.36%) Elasticsearch
4 3 (6.82%) nginx
5 1 (2.27%) Apache Airflow
5 1 (2.27%) Jupyter
5 1 (2.27%) SAS
Applications
1 2 (4.55%) Weka
2 1 (2.27%) Chatbot
Cloud Services
1 23 (52.27%) Amazon AWS
2 13 (29.55%) Google Cloud Platform
3 11 (25.00%) Microsoft Azure
4 8 (18.18%) Amazon EMR
4 8 (18.18%) Amazon Kinesis
5 7 (15.91%) Amazon S3
6 5 (11.36%) Cloud Computing
6 5 (11.36%) IaaS
7 2 (4.55%) Amazon EC2
8 1 (2.27%) AWS Lambda
8 1 (2.27%) Google Compute Engine
8 1 (2.27%) Serverless
Communications & Networking
1 3 (6.82%) DNS
1 3 (6.82%) ICMP
1 3 (6.82%) TCP/IP
1 3 (6.82%) VPN
2 1 (2.27%) Kerberos
2 1 (2.27%) LAN
2 1 (2.27%) WAN
Database & Business Intelligence
1 37 (84.09%) Hadoop
2 34 (77.27%) Apache Hive
3 33 (75.00%) Big Data
4 19 (43.18%) Apache Cassandra
5 18 (40.91%) HBase
6 13 (29.55%) Impala
6 13 (29.55%) MongoDB
7 11 (25.00%) NoSQL
8 10 (22.73%) Amazon Redshift
8 10 (22.73%) Mahout
8 10 (22.73%) Parquet
9 7 (15.91%) Amazon Athena
9 7 (15.91%) PostgreSQL
10 6 (13.64%) Data Warehouse
11 5 (11.36%) BigQuery
11 5 (11.36%) MySQL
11 5 (11.36%) Sqoop
12 4 (9.09%) Redis
12 4 (9.09%) Relational Database
12 4 (9.09%) SQL Server
Development Applications
1 3 (6.82%) Artifactory
1 3 (6.82%) Jenkins
1 3 (6.82%) SonarQube
2 2 (4.55%) Git (software)
General
1 7 (15.91%) Finance
2 6 (13.64%) Banking
3 5 (11.36%) General Ledger
4 3 (6.82%) Legal
5 2 (4.55%) Marketing
6 1 (2.27%) Aerospace
6 1 (2.27%) Manufacturing
6 1 (2.27%) Retail
Job Titles
1 11 (25.00%) Data Engineer
2 8 (18.18%) Architect
2 8 (18.18%) Big Data Engineer
3 7 (15.91%) Data Scientist
4 5 (11.36%) Cloud Architect
4 5 (11.36%) Developer
4 5 (11.36%) DevOps Engineer
4 5 (11.36%) Platform Architect
5 4 (9.09%) Analyst
6 3 (6.82%) Data Analyst
6 3 (6.82%) Data Architect
6 3 (6.82%) Platform Engineer
7 2 (4.55%) Ab Initio Developer
7 2 (4.55%) Apache Spark Developer
7 2 (4.55%) Big Data Architect
7 2 (4.55%) Big Data Developer
7 2 (4.55%) Business Intelligence Manager
7 2 (4.55%) Data Manager
7 2 (4.55%) Programmer
7 2 (4.55%) Senior Manager
Libraries, Frameworks & Software Standards
1 13 (29.55%) Kafka
2 6 (13.64%) JSON
2 6 (13.64%) REST
2 6 (13.64%) Web Services
3 5 (11.36%) Apache Avro
3 5 (11.36%) Apache Beam
3 5 (11.36%) Apache Camel
3 5 (11.36%) Flask
3 5 (11.36%) HTML
3 5 (11.36%) HTML5
3 5 (11.36%) SOAP
4 3 (6.82%) Elastic Stack
4 3 (6.82%) LEMP Stack
4 3 (6.82%) Natural Language Processing
4 3 (6.82%) NumPy
4 3 (6.82%) Samza
5 2 (4.55%) Apache NiFi
5 2 (4.55%) Apache Tez
5 2 (4.55%) D3.js
5 2 (4.55%) scikit-learn
Miscellaneous
1 7 (15.91%) Algorithms
2 5 (11.36%) Credit Risk
2 5 (11.36%) Hedge funds
3 4 (9.09%) Public Cloud
4 3 (6.82%) Data Structures
5 2 (4.55%) Fintech
6 1 (2.27%) Analytical Skills
6 1 (2.27%) Cloud Native
6 1 (2.27%) Social Media
6 1 (2.27%) Taxonomies
6 1 (2.27%) Virtual Team
Operating Systems
1 8 (18.18%) Linux
2 7 (15.91%) Unix
Processes & Methodologies
1 23 (52.27%) MapReduce
2 19 (43.18%) Data Science
3 17 (38.64%) Business Intelligence
4 16 (36.36%) Agile Software Development
5 15 (34.09%) Analytics
6 12 (27.27%) DevOps
6 12 (27.27%) ETL
7 11 (25.00%) Visualisation
8 10 (22.73%) Data Visualisation
9 9 (20.45%) Machine Learning
10 8 (18.18%) SDLC
11 6 (13.64%) Data Analytics
11 6 (13.64%) Migration
11 6 (13.64%) Performance Tuning
11 6 (13.64%) Scrum
12 5 (11.36%) Business Continuity
12 5 (11.36%) Open Source
12 5 (11.36%) Programme Management
12 5 (11.36%) Risk Analytics
12 5 (11.36%) Risk Management
Programming Languages
1 22 (50.00%) Python
2 19 (43.18%) SQL
3 14 (31.82%) Java
3 14 (31.82%) Scala
4 13 (29.55%) R
5 8 (18.18%) C++
6 6 (13.64%) JavaScript
7 5 (11.36%) C#
7 5 (11.36%) Ruby
8 3 (6.82%) Go
9 2 (4.55%) C
9 2 (4.55%) Kotlin
9 2 (4.55%) MATLAB
9 2 (4.55%) PL/SQL
10 1 (2.27%) Clojure
10 1 (2.27%) Pig Latin
Qualifications
1 5 (11.36%) Degree
2 4 (9.09%) Security Cleared
3 3 (6.82%) SC Cleared
4 2 (4.55%) Computer Science Degree
4 2 (4.55%) PhD
5 1 (2.27%) DV Cleared
5 1 (2.27%) MBA
5 1 (2.27%) Numerate Degree
Quality Assurance & Compliance
1 5 (11.36%) Data Quality
2 1 (2.27%) SLA
System Software
1 20 (45.45%) HDFS
2 10 (22.73%) Apache ZooKeeper
3 8 (18.18%) Apache Flume
4 6 (13.64%) Docker
5 1 (2.27%) Oracle RAC
Systems Management
1 17 (38.64%) Hadoop YARN
2 12 (27.27%) Oozie
3 8 (18.18%) Ambari
4 6 (13.64%) Kubernetes
5 4 (9.09%) Ansible
6 3 (6.82%) Consul
6 3 (6.82%) HAProxy
6 3 (6.82%) Host Intrusion Detection System
6 3 (6.82%) Network Intrusion Detection System
6 3 (6.82%) Prometheus
6 3 (6.82%) Sysdig
6 3 (6.82%) Terraform
7 1 (2.27%) Puppet
Vendors
1 11 (25.00%) Google
2 7 (15.91%) Tableau
3 4 (9.09%) Oracle
4 2 (4.55%) Ab Initio
4 2 (4.55%) Hortonworks
5 1 (2.27%) Adobe
5 1 (2.27%) Cerner
5 1 (2.27%) Cisco
5 1 (2.27%) Cloudera
5 1 (2.27%) Palantir
5 1 (2.27%) Salesforce.com