The table below looks at the statistics for Apache Pig skills in IT contracts advertised for the London region. Included is a guide to the contractor rates offered in IT contracts that have cited Apache Pig over the 3 months to 25 February 2017 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
25 Feb 2017
Same period 2016 Same period 2015
Apache Pig
England / London
Rank 293 361 349
Rank change year-on-year
+68 -12
Contract jobs citing Apache Pig 104 58 63
As % of all contract IT jobs located in London 0.54% 0.27% 0.30%
As % of the Application Platforms category 2.80% 1.64% 1.64%
Number of daily rates quoted 77 44 55
Median daily rate £550 £550 £525
Median daily rate % change year-on-year
- +4.76%
90% offered a daily rate of more than £435 £404 £406
10% offered a daily rate of more than £685 £600 £725
UK excluding London median daily rate £475 £513 £450
% change year-on-year
-7.31% +13.88%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - - -

The following table is for comparison with the above and provides statistics for the entire Application Platforms category in contract jobs advertised in the London region.

Application Platforms Category
London
Contract IT job ads with a match in the
Application Platforms category
3717 3544 3845
As % of all contract IT jobs located in London 19.46% 16.53% 18.03%
Number of daily rates quoted 2591 2432 2631
Median daily rate £450 £450 £425
Median daily rate % change year-on-year
- +5.88%
90% offered a daily rate of more than £313 £280 £260
10% offered a daily rate of more than £625 £600 £550
UK excluding London median daily rate £400 £390 £375
% change year-on-year
+2.56% +4.00%
Number of hourly rates quoted 34 51 77
Median hourly rate £20.50 £22.62 £21.50
Median hourly rate % change year-on-year
-9.37% +5.20%
90% offered a hourly rate of more than £13.00 £11.50 £13.70
10% offered a hourly rate of more than £47.00 £50.50 £43.00
UK excluding London median hourly rate £17.50 £18.00 £17.75
% change year-on-year
-2.77% +1.40%

Apache Pig
Jobs Demand Trend in London

The demand trend of contract jobs across the London region citing Apache Pig as a proportion of all IT contracts with a match in the Application Platforms category.

Apache Pig Jobs Demand Trend in London

Apache Pig
Daily Rate Trend in London

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

Apache Pig Daily Rate Trend in London

Apache Pig
Daily Rate Histogram in London

This chart provides a histogram of daily rates quoted in contract IT jobs citing Apache Pig across the London region over the 3 months to 25 February 2017.

Apache Pig Daily Rate Histogram 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 3 months to 25 February 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
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
City of London +14 18 £575 -4.16% 7
Canary Wharf - 2 £575 -
Apache Pig
England

Apache Pig
Top 30 Related IT Skills in London

For the 6 months to 25 February 2017, IT contractor 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 contract ads across the London region with a requirement for Apache Pig.

1 191 (93.17%) Apache Hive
2 185 (90.24%) Hadoop
3 179 (87.32%) Big Data
4 128 (62.44%) Apache Spark
5 109 (53.17%) Java
6 99 (48.29%) Python
7 88 (42.93%) HBase
8 85 (41.46%) MapReduce
9 78 (38.05%) Scala
10 75 (36.59%) Analytics
11 72 (35.12%) SQL
12 67 (32.68%) NoSQL
13 64 (31.22%) HDFS
14 62 (30.24%) Linux
15 61 (29.76%) Finance
15 61 (29.76%) Apache Cassandra
16 55 (26.83%) Data Warehouse
17 51 (24.88%) Banking
18 48 (23.41%) Analytical Skills
18 48 (23.41%) Tableau
18 48 (23.41%) Kafka
18 48 (23.41%) R
19 47 (22.93%) Hortonworks
20 45 (21.95%) Hadoop YARN
20 45 (21.95%) MongoDB
20 45 (21.95%) Agile Software Development
21 44 (21.46%) Open Source
22 42 (20.49%) Amazon AWS
22 42 (20.49%) Visualisation
22 42 (20.49%) QlikView

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
1 128 (62.44%) Apache Spark
2 23 (11.22%) Apache
3 16 (7.80%) Apache Solr
4 12 (5.85%) SAS
5 6 (2.93%) Oracle SOA Suite
6 2 (0.98%) Elasticsearch
7 1 (0.49%) Apache Airflow
7 1 (0.49%) Confluence
7 1 (0.49%) DataSynapse
7 1 (0.49%) IIS
Applications
1 14 (6.83%) MS Excel
2 11 (5.37%) SPSS
3 3 (1.46%) Weka
Business Applications
1 1 (0.49%) SAP S/4HANA
Cloud Services
1 42 (20.49%) Amazon AWS
2 16 (7.80%) Microsoft Azure
3 11 (5.37%) Cloud Computing
4 10 (4.88%) Amazon EC2
5 8 (3.90%) Amazon S3
6 6 (2.93%) AWS Data Pipeline
6 6 (2.93%) SaaS
7 5 (2.44%) Amazon EMR
7 5 (2.44%) IBM Cloud
8 4 (1.95%) Amazon Kinesis
8 4 (1.95%) AWS Lambda
9 3 (1.46%) Amazon SQS
10 1 (0.49%) GitHub
10 1 (0.49%) Google Cloud Platform
10 1 (0.49%) IaaS
10 1 (0.49%) PaaS
Communications & Networking
1 10 (4.88%) Kerberos
2 2 (0.98%) HTTP
2 2 (0.98%) LDAP
2 2 (0.98%) Network Security
Database & Business Intelligence
1 191 (93.17%) Apache Hive
2 185 (90.24%) Hadoop
3 179 (87.32%) Big Data
4 88 (42.93%) HBase
5 67 (32.68%) NoSQL
6 61 (29.76%) Apache Cassandra
7 55 (26.83%) Data Warehouse
8 45 (21.95%) MongoDB
9 42 (20.49%) QlikView
10 41 (20.00%) Sqoop
11 40 (19.51%) Relational Database
12 37 (18.05%) SQL Server
13 32 (15.61%) Impala
14 22 (10.73%) SQL Server Integration Services
15 18 (8.78%) BusinessObjects
16 16 (7.80%) Data Lake
16 16 (7.80%) Data Mining
17 15 (7.32%) Amazon Redshift
18 14 (6.83%) Microsoft Analysis Services
18 14 (6.83%) Snowflake Schema
Development Applications
1 17 (8.29%) Talend Open Studio
2 9 (4.39%) Git (software)
2 9 (4.39%) JUnit
2 9 (4.39%) Mockito
3 7 (3.41%) Maven
4 5 (2.44%) Jenkins
5 4 (1.95%) Subversion
6 2 (0.98%) Team Foundation Server
7 1 (0.49%) Artifactory
7 1 (0.49%) EasyMock
7 1 (0.49%) Eclipse
7 1 (0.49%) Hudson
7 1 (0.49%) IntelliJ
7 1 (0.49%) JIRA
7 1 (0.49%) SonarQube
7 1 (0.49%) TeamCity
General
1 61 (29.76%) Finance
2 51 (24.88%) Banking
3 22 (10.73%) Retail
4 19 (9.27%) Front Office
5 15 (7.32%) Corporate Banking
6 14 (6.83%) Retail Banking
7 13 (6.34%) Marketing
8 11 (5.37%) Investment Banking
9 5 (2.44%) Games
10 3 (1.46%) Financial Institution
11 1 (0.49%) Advertising
Job Titles
1 59 (28.78%) Developer
2 50 (24.39%) Data Engineer
3 47 (22.93%) Big Data Engineer
4 27 (13.17%) Architect
5 24 (11.71%) Data Architect
6 23 (11.22%) Hadoop Engineer
7 21 (10.24%) Big Data Developer
7 21 (10.24%) Java Developer
8 19 (9.27%) Data Scientist
9 17 (8.29%) Administrator
9 17 (8.29%) Big Data Architect
10 14 (6.83%) Hadoop Administrator
10 14 (6.83%) Hadoop Developer
11 13 (6.34%) DevOps Engineer
12 11 (5.37%) Hadoop Architect
12 11 (5.37%) Senior Developer
13 10 (4.88%) Java Engineer
13 10 (4.88%) Senior Java Developer
14 8 (3.90%) Consultant
15 7 (3.41%) Analyst
Libraries, Frameworks & Software Standards
1 48 (23.41%) Kafka
2 14 (6.83%) Web Services
3 13 (6.34%) Spring
4 12 (5.85%) Lucene
4 12 (5.85%) REST
5 10 (4.88%) Akka
5 10 (4.88%) D3.js
6 9 (4.39%) Cascading
6 9 (4.39%) Hibernate
6 9 (4.39%) JMS
7 7 (3.41%) AngularJS
8 6 (2.93%) JSON
8 6 (2.93%) XML
9 5 (2.44%) .NET
9 5 (2.44%) Regular Expression
9 5 (2.44%) Spark Streaming
10 4 (1.95%) CSS
10 4 (1.95%) Drools
10 4 (1.95%) HTML
10 4 (1.95%) jQuery
Miscellaneous
1 48 (23.41%) Analytical Skills
2 24 (11.71%) Algorithms
3 19 (9.27%) Computer Science
4 12 (5.85%) Foreign Exchange (FX)
4 12 (5.85%) Management Information System
5 10 (4.88%) Replication
6 6 (2.93%) Derivative
6 6 (2.93%) Equities
7 5 (2.44%) Data Structures
7 5 (2.44%) Fintech
7 5 (2.44%) Market Risk
8 4 (1.95%) Data Centre
9 3 (1.46%) Credit Risk
10 2 (0.98%) Clustering
10 2 (0.98%) Social Media
10 2 (0.98%) Virtual Team
11 1 (0.49%) Fixed Income
11 1 (0.49%) Public Cloud
11 1 (0.49%) Security Operations Centre
11 1 (0.49%) Shadow IT
Operating Systems
1 62 (30.24%) Linux
2 26 (12.68%) Unix
3 18 (8.78%) Windows
4 9 (4.39%) Red Hat Enterprise Linux
5 5 (2.44%) CentOS
Processes & Methodologies
1 85 (41.46%) MapReduce
2 75 (36.59%) Analytics
3 45 (21.95%) Agile Software Development
4 44 (21.46%) Open Source
5 42 (20.49%) Visualisation
6 41 (20.00%) Business Intelligence
7 37 (18.05%) ETL
8 36 (17.56%) DevOps
8 36 (17.56%) Machine Learning
9 32 (15.61%) Data Analysis
10 25 (12.20%) Data Modelling
11 20 (9.76%) Risk Management
12 18 (8.78%) Stakeholder Management
13 16 (7.80%) Data Visualisation
13 16 (7.80%) Statistics
14 15 (7.32%) Data Engineering
14 15 (7.32%) Investment Management
14 15 (7.32%) Mathematics
15 14 (6.83%) Migration
15 14 (6.83%) Software Engineering
Programming Languages
1 109 (53.17%) Java
2 99 (48.29%) Python
3 78 (38.05%) Scala
4 72 (35.12%) SQL
5 48 (23.41%) R
6 31 (15.12%) Perl
7 29 (14.15%) Shell Script
8 23 (11.22%) Bash Shell
9 19 (9.27%) C#
10 15 (7.32%) T-SQL
11 12 (5.85%) Ruby
12 7 (3.41%) C
12 7 (3.41%) Haskell
13 6 (2.93%) JavaScript
13 6 (2.93%) PHP
14 5 (2.44%) MATLAB
15 2 (0.98%) C++
16 1 (0.49%) Clojure
16 1 (0.49%) Groovy
16 1 (0.49%) Pig Latin
Qualifications
1 37 (18.05%) Degree
2 7 (3.41%) PhD
3 2 (0.98%) DV Cleared
3 2 (0.98%) Security Cleared
4 1 (0.49%) PMI Certification
4 1 (0.49%) PMP
Quality Assurance & Compliance
1 12 (5.85%) Data Quality
2 9 (4.39%) QA
System Software
1 64 (31.22%) HDFS
2 39 (19.02%) Apache Flume
3 17 (8.29%) Apache ZooKeeper
4 9 (4.39%) Docker
5 1 (0.49%) Active Directory
Systems Management
1 45 (21.95%) Hadoop YARN
2 42 (20.49%) Oozie
3 20 (9.76%) Ansible
4 13 (6.34%) Puppet
5 11 (5.37%) Opscode Chef
6 8 (3.90%) Terraform
7 7 (3.41%) Kubernetes
7 7 (3.41%) Mesos
8 6 (2.93%) Ambari
9 2 (0.98%) Nagios
9 2 (0.98%) Tivoli
Vendors
1 48 (23.41%) Tableau
2 47 (22.93%) Hortonworks
3 29 (14.15%) Cloudera
4 27 (13.17%) Oracle
5 26 (12.68%) Microsoft
6 19 (9.27%) Cognos
7 17 (8.29%) Talend
8 14 (6.83%) Teradata
9 13 (6.34%) SAP
10 10 (4.88%) Informatica
11 8 (3.90%) Red Hat
12 7 (3.41%) IBM
12 7 (3.41%) MicroStrategy
12 7 (3.41%) Vertica
13 5 (2.44%) Salesforce.com
14 3 (1.46%) MapR
14 3 (1.46%) RapidMiner
15 2 (0.98%) Splunk
15 2 (0.98%) Sybase
16 1 (0.49%) Netezza
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