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 21 January 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
21 Jan 2017
Same period 2016 Same period 2015
Apache Pig
England / London
Rank 286 373 360
Rank change year-on-year
+87 -13
Contract jobs citing Apache Pig 119 43 58
As % of all contract IT jobs located in London 0.62% 0.20% 0.27%
As % of the Application Platforms category 3.27% 1.24% 1.54%
Number of daily rates quoted 84 27 43
Median daily rate £582 £600 £500
Median daily rate % change year-on-year
-3.08% +20.00%
90% offered a daily rate of more than £450 £450 £380
10% offered a daily rate of more than £700 £650 £641
UK excluding London median daily rate £500 £550 £450
% change year-on-year
-9.09% +22.22%
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
3635 3469 3755
As % of all contract IT jobs located in London 19.02% 16.52% 17.78%
Number of daily rates quoted 2524 2367 2612
Median daily rate £450 £425 £415
Median daily rate % change year-on-year
+5.88% +2.40%
90% offered a daily rate of more than £315 £275 £245
10% offered a daily rate of more than £600 £600 £550
UK excluding London median daily rate £375 £388 £375
% change year-on-year
-3.22% +3.33%
Number of hourly rates quoted 27 50 75
Median hourly rate £25.00 £25.00 £21.00
Median hourly rate % change year-on-year
- +19.04%
90% offered a hourly rate of more than £13.00 £11.50 £13.50
10% offered a hourly rate of more than £47.00 £50.00 £46.60
UK excluding London median hourly rate £20.00 £20.00 £18.00
% change year-on-year
- +11.11%

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 21 January 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 21 January 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 +7 20 £625 +4.16% 7
Canary Wharf - 4 £575 -
Apache Pig
England

Apache Pig
Top 30 Related IT Skills in London

For the 6 months to 21 January 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.

1 178 (92.23%) Hadoop
2 173 (89.64%) Apache Hive
3 171 (88.60%) Big Data
4 121 (62.69%) Apache Spark
5 101 (52.33%) Java
6 90 (46.63%) Python
7 84 (43.52%) MapReduce
8 80 (41.45%) HBase
9 66 (34.20%) Scala
10 62 (32.12%) SQL
11 61 (31.61%) NoSQL
11 61 (31.61%) HDFS
12 59 (30.57%) Linux
13 57 (29.53%) Data Warehouse
13 57 (29.53%) Analytics
14 54 (27.98%) Apache Cassandra
15 49 (25.39%) Finance
16 48 (24.87%) Hortonworks
17 46 (23.83%) Kafka
18 45 (23.32%) Hadoop YARN
18 45 (23.32%) Banking
18 45 (23.32%) Agile Software Development
18 45 (23.32%) Open Source
19 42 (21.76%) Analytical Skills
20 41 (21.24%) Relational Database
20 41 (21.24%) Oozie
21 39 (20.21%) MongoDB
21 39 (20.21%) Tableau
22 37 (19.17%) R
23 36 (18.65%) ETL

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
1 121 (62.69%) Apache Spark
2 22 (11.40%) Apache
3 15 (7.77%) Apache Solr
4 7 (3.63%) Oracle SOA Suite
4 7 (3.63%) SAS
5 2 (1.04%) Elasticsearch
5 2 (1.04%) nginx
5 2 (1.04%) Tomcat
6 1 (0.52%) Apache Airflow
6 1 (0.52%) Confluence
6 1 (0.52%) IIS
Applications
1 13 (6.74%) MS Excel
2 7 (3.63%) SPSS
3 1 (0.52%) Weka
Cloud Services
1 35 (18.13%) Amazon AWS
2 16 (8.29%) Microsoft Azure
3 8 (4.15%) Cloud Computing
4 6 (3.11%) IBM Cloud
4 6 (3.11%) SaaS
5 5 (2.59%) Amazon EC2
5 5 (2.59%) Amazon EMR
6 4 (2.07%) Amazon Kinesis
6 4 (2.07%) Amazon S3
6 4 (2.07%) AWS Lambda
7 3 (1.55%) AWS Data Pipeline
8 1 (0.52%) GitHub
8 1 (0.52%) IaaS
8 1 (0.52%) PaaS
Communications & Networking
1 11 (5.70%) Kerberos
2 3 (1.55%) HTTP
2 3 (1.55%) Network Security
3 2 (1.04%) LDAP
Database & Business Intelligence
1 178 (92.23%) Hadoop
2 173 (89.64%) Apache Hive
3 171 (88.60%) Big Data
4 80 (41.45%) HBase
5 61 (31.61%) NoSQL
6 57 (29.53%) Data Warehouse
7 54 (27.98%) Apache Cassandra
8 41 (21.24%) Relational Database
9 39 (20.21%) MongoDB
10 36 (18.65%) SQL Server
11 34 (17.62%) Sqoop
12 33 (17.10%) QlikView
13 32 (16.58%) Impala
14 18 (9.33%) SQL Server Integration Services
15 17 (8.81%) Data Lake
16 14 (7.25%) Data Mining
16 14 (7.25%) PostgreSQL
17 13 (6.74%) Amazon Redshift
17 13 (6.74%) BusinessObjects
18 12 (6.22%) Snowflake Schema
Development Applications
1 16 (8.29%) Talend Open Studio
2 8 (4.15%) Git (software)
2 8 (4.15%) Mockito
3 7 (3.63%) JUnit
3 7 (3.63%) Maven
4 4 (2.07%) Jenkins
5 3 (1.55%) Subversion
6 1 (0.52%) Artifactory
6 1 (0.52%) Hudson
6 1 (0.52%) JIRA
6 1 (0.52%) SonarQube
6 1 (0.52%) Team Foundation Server
General
1 49 (25.39%) Finance
2 45 (23.32%) Banking
3 19 (9.84%) Retail
4 18 (9.33%) Front Office
5 13 (6.74%) Corporate Banking
6 12 (6.22%) Investment Banking
6 12 (6.22%) Retail Banking
7 11 (5.70%) Marketing
8 2 (1.04%) Games
9 1 (0.52%) Advertising
9 1 (0.52%) Financial Institution
Job Titles
1 61 (31.61%) Developer
2 45 (23.32%) Data Engineer
3 40 (20.73%) Big Data Engineer
4 28 (14.51%) Architect
4 28 (14.51%) Big Data Developer
5 25 (12.95%) Data Architect
6 21 (10.88%) Hadoop Engineer
7 19 (9.84%) Java Developer
8 17 (8.81%) Big Data Architect
9 16 (8.29%) Hadoop Developer
10 15 (7.77%) Administrator
11 14 (7.25%) Hadoop Administrator
12 13 (6.74%) Data Scientist
12 13 (6.74%) Java Engineer
13 11 (5.70%) Hadoop Architect
14 10 (5.18%) Senior Developer
15 9 (4.66%) Consultant
15 9 (4.66%) DevOps Engineer
15 9 (4.66%) Senior Java Developer
16 6 (3.11%) Analyst
Libraries, Frameworks & Software Standards
1 46 (23.83%) Kafka
2 12 (6.22%) REST
2 12 (6.22%) Spring
3 11 (5.70%) Lucene
3 11 (5.70%) Web Services
4 9 (4.66%) Akka
4 9 (4.66%) AngularJS
4 9 (4.66%) D3.js
5 8 (4.15%) Cascading
5 8 (4.15%) Hibernate
5 8 (4.15%) JMS
6 6 (3.11%) .NET
6 6 (3.11%) JSON
6 6 (3.11%) XML
7 5 (2.59%) CSS
7 5 (2.59%) HTML
7 5 (2.59%) jQuery
7 5 (2.59%) Regular Expression
8 4 (2.07%) Ajax
8 4 (2.07%) Drools
Miscellaneous
1 42 (21.76%) Analytical Skills
2 34 (17.62%) Visualisation
3 20 (10.36%) Algorithms
4 19 (9.84%) Computer Science
5 14 (7.25%) Statistics
6 13 (6.74%) Management Information System
6 13 (6.74%) Mathematics
7 11 (5.70%) Foreign Exchange (FX)
8 10 (5.18%) Replication
9 7 (3.63%) Data Integration
10 6 (3.11%) Derivative
11 5 (2.59%) Clustering
11 5 (2.59%) Equities
11 5 (2.59%) Market Risk
12 4 (2.07%) Data Centre
13 3 (1.55%) Applied Mathematics
14 2 (1.04%) Credit Risk
14 2 (1.04%) Economics
14 2 (1.04%) Public Cloud
14 2 (1.04%) Virtual Team
Operating Systems
1 59 (30.57%) Linux
2 24 (12.44%) Unix
3 17 (8.81%) Windows
4 12 (6.22%) Red Hat Enterprise Linux
5 4 (2.07%) CentOS
Processes & Methodologies
1 84 (43.52%) MapReduce
2 57 (29.53%) Analytics
3 45 (23.32%) Agile Software Development
3 45 (23.32%) Open Source
4 36 (18.65%) Business Intelligence
4 36 (18.65%) ETL
5 33 (17.10%) DevOps
6 25 (12.95%) Machine Learning
7 24 (12.44%) Data Analysis
8 23 (11.92%) Data Modelling
9 18 (9.33%) Risk Management
9 18 (9.33%) Software Engineering
10 17 (8.81%) Stakeholder Management
11 15 (7.77%) TDD
12 13 (6.74%) Investment Management
13 12 (6.22%) Data Ingestion
13 12 (6.22%) Data Visualisation
13 12 (6.22%) Kalman Filter
13 12 (6.22%) Migration
14 11 (5.70%) Performance Monitoring
Programming Languages
1 101 (52.33%) Java
2 90 (46.63%) Python
3 66 (34.20%) Scala
4 62 (32.12%) SQL
5 37 (19.17%) R
6 30 (15.54%) Perl
7 28 (14.51%) Shell Script
8 20 (10.36%) Bash Shell
9 16 (8.29%) C#
10 13 (6.74%) T-SQL
11 9 (4.66%) Ruby
12 7 (3.63%) C
12 7 (3.63%) Haskell
12 7 (3.63%) JavaScript
13 5 (2.59%) PHP
14 4 (2.07%) MATLAB
15 3 (1.55%) Pig Latin
16 1 (0.52%) C++
16 1 (0.52%) Julia
16 1 (0.52%) PL/SQL
Qualifications
1 34 (17.62%) Degree
2 7 (3.63%) PhD
3 6 (3.11%) Security Cleared
4 5 (2.59%) DV Cleared
5 1 (0.52%) BPSS Clearance
5 1 (0.52%) PMI Certification
5 1 (0.52%) PMP
5 1 (0.52%) SC Cleared
Quality Assurance & Compliance
1 10 (5.18%) Data Quality
2 9 (4.66%) QA
System Software
1 61 (31.61%) HDFS
2 31 (16.06%) Apache Flume
3 19 (9.84%) Apache ZooKeeper
4 7 (3.63%) Docker
5 2 (1.04%) Active Directory
Systems Management
1 45 (23.32%) Hadoop YARN
2 41 (21.24%) Oozie
3 17 (8.81%) Ansible
4 8 (4.15%) Puppet
5 7 (3.63%) Ambari
6 6 (3.11%) Opscode Chef
7 5 (2.59%) Kubernetes
7 5 (2.59%) Mesos
7 5 (2.59%) Terraform
8 2 (1.04%) Nagios
8 2 (1.04%) Tivoli
Vendors
1 48 (24.87%) Hortonworks
2 39 (20.21%) Tableau
3 31 (16.06%) Oracle
4 27 (13.99%) Cloudera
5 21 (10.88%) Microsoft
6 16 (8.29%) Talend
7 14 (7.25%) Teradata
8 13 (6.74%) Cognos
8 13 (6.74%) SAP
9 11 (5.70%) IBM
10 7 (3.63%) Informatica
10 7 (3.63%) MicroStrategy
10 7 (3.63%) Red Hat
11 6 (3.11%) Salesforce.com
11 6 (3.11%) Vertica
12 3 (1.55%) Percona
13 2 (1.04%) MapR
13 2 (1.04%) Splunk
14 1 (0.52%) Datameer
14 1 (0.52%) DataSynapse
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