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 5 December 2016 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
5 Dec 2016
Same period 2015 Same period 2014
Apache Pig
Rank 322 372 387
Rank change year-on-year
+50 +15
Contract jobs citing Apache Pig 112 59 46
As % of all contract IT jobs located in London 0.52% 0.26% 0.19%
As % of the Application Platforms category 2.66% 1.57% 1.09%
Number of daily rates quoted 72 33 26
Median daily rate £555 £580 £500
Median daily rate % change year-on-year
-4.31% +16.00%
90% offered a daily rate of more than £450 £450 £405
10% offered a daily rate of more than £673 £650 £630
UK excluding London median daily rate £526 £550 £550
% change year-on-year
-4.45% -
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - £33.55 -
Apache Pig
England

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
4212 3749 4221
As % of all contract IT jobs located in London 19.41% 16.79% 17.66%
Number of daily rates quoted 2911 2530 2992
Median daily rate £450 £425 £400
Median daily rate % change year-on-year
+5.88% +6.25%
90% offered a daily rate of more than £300 £255 £225
10% offered a daily rate of more than £600 £580 £550
UK excluding London median daily rate £400 £390 £375
% change year-on-year
+2.56% +4.00%
Number of hourly rates quoted 51 51 83
Median hourly rate £19.00 £22.00 £19.25
Median hourly rate % change year-on-year
-13.63% +14.28%
90% offered a hourly rate of more than £13.00 £12.00 £13.50
10% offered a hourly rate of more than £80.00 £47.90 £47.50
UK excluding London median hourly rate £20.90 £17.50 £19.44
% change year-on-year
+19.40% -9.97%

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 5 December 2016.

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 5 December 2016. 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
(Click see detailed
statistics and trends)
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 +17 19 £588 -9.61% 10
Canary Wharf - 4 £575 -
Apache Pig
England

Apache Pig
Top 30 Related IT Skills in London

For the 6 months to 5 December 2016, 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.

1 153 (93.87%) Hadoop
2 145 (88.96%) Apache Hive
3 142 (87.12%) Big Data
4 84 (51.53%) Apache Spark
5 75 (46.01%) Java
6 70 (42.94%) Python
7 63 (38.65%) MapReduce
8 62 (38.04%) HBase
9 59 (36.20%) SQL
10 53 (32.52%) HDFS
11 52 (31.90%) Scala
12 45 (27.61%) Data Warehouse
13 44 (26.99%) Analytics
14 41 (25.15%) Linux
15 40 (24.54%) Agile Software Development
15 40 (24.54%) Open Source
16 39 (23.93%) Hortonworks
17 37 (22.70%) Apache Cassandra
18 36 (22.09%) Kafka
19 35 (21.47%) Hadoop YARN
19 35 (21.47%) Analytical Skills
19 35 (21.47%) NoSQL
19 35 (21.47%) Banking
19 35 (21.47%) Finance
19 35 (21.47%) Business Intelligence
20 31 (19.02%) R
21 30 (18.40%) MongoDB
21 30 (18.40%) Sqoop
22 29 (17.79%) Oozie
22 29 (17.79%) Apache Flume

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 84 (51.53%) Apache Spark
2 21 (12.88%) Apache
3 11 (6.75%) Apache Solr
4 9 (5.52%) SAS
5 7 (4.29%) Oracle SOA Suite
6 2 (1.23%) Elasticsearch
6 2 (1.23%) nginx
6 2 (1.23%) Tomcat
7 1 (0.61%) Apache Airflow
7 1 (0.61%) Confluence
7 1 (0.61%) GemFire
7 1 (0.61%) IIS
7 1 (0.61%) Oracle Coherence
Applications
1 13 (7.98%) MS Excel
2 8 (4.91%) SPSS
Cloud Services
1 24 (14.72%) Amazon AWS
2 19 (11.66%) Microsoft Azure
3 8 (4.91%) Cloud Computing
4 6 (3.68%) IBM Cloud
4 6 (3.68%) SaaS
5 3 (1.84%) Amazon EMR
6 2 (1.23%) Amazon EC2
7 1 (0.61%) Amazon Kinesis
7 1 (0.61%) AWS Lambda
7 1 (0.61%) GitHub
7 1 (0.61%) IaaS
7 1 (0.61%) PaaS
Communications & Networking
1 11 (6.75%) Kerberos
2 3 (1.84%) HTTP
2 3 (1.84%) LDAP
2 3 (1.84%) Network Security
3 1 (0.61%) Internet
Database & Business Intelligence
1 153 (93.87%) Hadoop
2 145 (88.96%) Apache Hive
3 142 (87.12%) Big Data
4 62 (38.04%) HBase
5 45 (27.61%) Data Warehouse
6 37 (22.70%) Apache Cassandra
7 35 (21.47%) NoSQL
8 30 (18.40%) MongoDB
8 30 (18.40%) Sqoop
9 29 (17.79%) Relational Database
10 27 (16.56%) QlikView
10 27 (16.56%) SQL Server
11 21 (12.88%) Impala
12 16 (9.82%) Data Lake
12 16 (9.82%) PostgreSQL
12 16 (9.82%) SQL Server Integration Services
13 12 (7.36%) Microsoft Analysis Services
13 12 (7.36%) Snowflake Schema
13 12 (7.36%) SQL Server 2008
13 12 (7.36%) SQL Server Analysis Services
Development Applications
1 9 (5.52%) Talend Open Studio
2 6 (3.68%) Git (software)
3 5 (3.07%) Jenkins
3 5 (3.07%) Maven
3 5 (3.07%) Mockito
4 4 (2.45%) JUnit
4 4 (2.45%) Subversion
5 2 (1.23%) Hudson
6 1 (0.61%) Artifactory
6 1 (0.61%) GitLab
6 1 (0.61%) JIRA
6 1 (0.61%) Mercurial
6 1 (0.61%) SonarQube
6 1 (0.61%) Team Foundation Server
General
1 35 (21.47%) Banking
1 35 (21.47%) Finance
2 20 (12.27%) Retail
3 13 (7.98%) Corporate Banking
4 12 (7.36%) Front Office
4 12 (7.36%) Retail Banking
5 8 (4.91%) Investment Banking
5 8 (4.91%) Marketing
6 2 (1.23%) Games
7 1 (0.61%) Advertising
7 1 (0.61%) Telecoms
Job Titles
1 46 (28.22%) Developer
2 27 (16.56%) Big Data Engineer
2 27 (16.56%) Data Engineer
3 25 (15.34%) Architect
4 20 (12.27%) Data Architect
5 19 (11.66%) Big Data Developer
6 17 (10.43%) Data Scientist
7 16 (9.82%) Hadoop Engineer
8 14 (8.59%) Hadoop Developer
9 12 (7.36%) Administrator
9 12 (7.36%) Big Data Architect
9 12 (7.36%) Java Developer
9 12 (7.36%) Java Engineer
10 11 (6.75%) Consultant
10 11 (6.75%) Hadoop Administrator
11 9 (5.52%) Hadoop Architect
12 7 (4.29%) Senior Developer
13 6 (3.68%) Data Consultant
13 6 (3.68%) Senior Java Developer
13 6 (3.68%) Technical Leader
Libraries, Frameworks & Software Standards
1 36 (22.09%) Kafka
2 10 (6.13%) Spring
3 9 (5.52%) AngularJS
4 8 (4.91%) Akka
4 8 (4.91%) D3.js
4 8 (4.91%) Web Services
5 7 (4.29%) Lucene
6 6 (3.68%) .NET
6 6 (3.68%) Cascading
6 6 (3.68%) Hibernate
6 6 (3.68%) JMS
7 5 (3.07%) CSS
7 5 (3.07%) HTML
7 5 (3.07%) jQuery
8 4 (2.45%) Ajax
8 4 (2.45%) Drools
8 4 (2.45%) Pandas
8 4 (2.45%) REST
8 4 (2.45%) scikit-learn
9 3 (1.84%) MLlib
Miscellaneous
1 35 (21.47%) Analytical Skills
2 25 (15.34%) Visualisation
3 20 (12.27%) Algorithms
4 15 (9.20%) Computer Science
5 14 (8.59%) Management Information System
5 14 (8.59%) Mathematics
6 7 (4.29%) Foreign Exchange (FX)
6 7 (4.29%) Statistics
7 5 (3.07%) Clustering
7 5 (3.07%) Data Integration
8 3 (1.84%) Applied Mathematics
8 3 (1.84%) Artificial Intelligence
8 3 (1.84%) Derivative
8 3 (1.84%) Equities
8 3 (1.84%) Market Risk
8 3 (1.84%) Replication
9 2 (1.23%) Data Centre
9 2 (1.23%) Data Structures
9 2 (1.23%) Public Cloud
9 2 (1.23%) Virtual Team
Operating Systems
1 41 (25.15%) Linux
2 17 (10.43%) Windows
3 15 (9.20%) Unix
4 10 (6.13%) Red Hat Enterprise Linux
5 2 (1.23%) CentOS
Processes & Methodologies
1 63 (38.65%) MapReduce
2 44 (26.99%) Analytics
3 40 (24.54%) Agile Software Development
3 40 (24.54%) Open Source
4 35 (21.47%) Business Intelligence
5 27 (16.56%) DevOps
5 27 (16.56%) ETL
6 23 (14.11%) Data Analysis
7 19 (11.66%) Data Modelling
8 17 (10.43%) Stakeholder Management
9 15 (9.20%) Risk Management
10 13 (7.98%) Machine Learning
10 13 (7.98%) TDD
11 12 (7.36%) Investment Management
11 12 (7.36%) Kalman Filter
11 12 (7.36%) Migration
11 12 (7.36%) Software Engineering
12 11 (6.75%) E-Commerce
13 10 (6.13%) Data Architecture
13 10 (6.13%) Performance Monitoring
Programming Languages
1 75 (46.01%) Java
2 70 (42.94%) Python
3 59 (36.20%) SQL
4 52 (31.90%) Scala
5 31 (19.02%) R
6 24 (14.72%) Shell Script
7 20 (12.27%) Perl
8 17 (10.43%) Bash Shell
9 14 (8.59%) C#
10 13 (7.98%) T-SQL
11 9 (5.52%) Ruby
12 8 (4.91%) C
13 6 (3.68%) PHP
14 5 (3.07%) Haskell
14 5 (3.07%) JavaScript
15 4 (2.45%) MATLAB
16 3 (1.84%) Pig Latin
17 2 (1.23%) C++
18 1 (0.61%) Erlang
18 1 (0.61%) PL/SQL
Qualifications
1 25 (15.34%) Degree
2 10 (6.13%) PhD
3 6 (3.68%) Security Cleared
4 5 (3.07%) DV Cleared
5 1 (0.61%) BPSS Clearance
5 1 (0.61%) PMI Certification
5 1 (0.61%) PMP
5 1 (0.61%) SC Cleared
Quality Assurance & Compliance
1 8 (4.91%) QA
2 6 (3.68%) Data Quality
System Software
1 53 (32.52%) HDFS
2 29 (17.79%) Apache Flume
3 11 (6.75%) Apache ZooKeeper
4 7 (4.29%) Docker
5 3 (1.84%) Active Directory
6 2 (1.23%) Ceph
Systems Management
1 35 (21.47%) Hadoop YARN
2 29 (17.79%) Oozie
3 12 (7.36%) Ansible
4 7 (4.29%) Ambari
4 7 (4.29%) Puppet
5 6 (3.68%) Opscode Chef
6 5 (3.07%) Kubernetes
6 5 (3.07%) Mesos
6 5 (3.07%) Terraform
7 2 (1.23%) Nagios
Vendors
1 39 (23.93%) Hortonworks
2 28 (17.18%) Cloudera
3 27 (16.56%) Tableau
4 23 (14.11%) Microsoft
5 21 (12.88%) Oracle
6 12 (7.36%) IBM
7 11 (6.75%) Teradata
8 9 (5.52%) Talend
9 8 (4.91%) Cognos
10 7 (4.29%) SAP
11 6 (3.68%) Salesforce.com
12 5 (3.07%) Red Hat
13 4 (2.45%) Informatica
14 3 (1.84%) Percona
14 3 (1.84%) Splunk
14 3 (1.84%) Vertica
15 1 (0.61%) Datameer
15 1 (0.61%) MapR
15 1 (0.61%) Platfora
15 1 (0.61%) Snowplow
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