The table below looks at the statistics for Apache Pig skills in IT contracts advertised across the UK. Included is a guide to the contractor rates offered in IT contracts that have cited Apache Pig over the 3 months to 19 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
19 Feb 2017
Same period 2016 Same period 2015
Apache Pig
UK
Rank 457 533 542
Rank change year-on-year
+76 +9
Contract jobs citing Apache Pig 129 89 79
As % of all contract IT jobs located in the UK 0.29% 0.17% 0.15%
As % of the Application Platforms category 1.66% 1.01% 0.86%
Number of daily rates quoted 92 58 65
Median daily rate £550 £550 £475
Median daily rate % change year-on-year
- +15.78%
90% offered a daily rate of more than £413 £425 £385
10% offered a daily rate of more than £675 £600 £725
UK excluding London median daily rate £488 £525 £425
% change year-on-year
-7.14% +23.52%
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 across the UK.

Application Platforms Category
UK
Contract IT job ads with a match in the
Application Platforms category
7771 8784 9146
As % of all contract IT jobs located in the UK 17.44% 16.94% 17.50%
Number of daily rates quoted 5040 5597 5600
Median daily rate £425 £400 £400
Median daily rate % change year-on-year
+6.25% -
90% offered a daily rate of more than £270 £250 £240
10% offered a daily rate of more than £597 £550 £525
UK excluding London median daily rate £400 £394 £375
% change year-on-year
+1.52% +5.06%
Number of hourly rates quoted 150 235 321
Median hourly rate £17.75 £21.34 £20.00
Median hourly rate % change year-on-year
-16.82% +6.70%
90% offered a hourly rate of more than £12.00 £11.50 £12.00
10% offered a hourly rate of more than £42.50 £50.00 £45.35
UK excluding London median hourly rate £17.00 £19.00 £18.25
% change year-on-year
-10.52% +4.10%

Apache Pig
Jobs Demand Trend

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

Apache Pig Jobs Demand Trend in the UK

Apache Pig
Daily Rate Trend

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

Apache Pig Daily Rate Trend in the UK

Apache Pig
Daily Rate Histogram

This chart provides a histogram of daily rates quoted in contract IT jobs citing Apache Pig within the UK over the 3 months to 19 February 2017.

Apache Pig Daily Rate Histogram in the UK

Apache Pig
Hourly Rate Trend

This chart provides the 3-month moving average for hourly rates quoted in IT contractor jobs citing Apache Pig within the UK.

Apache Pig Hourly Rate Trend in the UK

Apache Pig
Top 29 Contract Locations

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 UK over the 3 months to 19 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
England +94 129 £550 - 28
London +73 109 £553 -3.91% 18
City of London +12 19 £575 -4.16% 5
South East +14 5 £525 -4.54%
Berkshire +23 4 £525 -4.54%
Yorkshire +21 4 £475 -17.39%
South West +9 4 £500 +13.31% 3
Leeds - 4 £475 -
West Yorkshire - 4 £475 -
North West +30 3 £350 -22.22% 7
Gloucestershire +4 3 £500 - 1
Reading - 3 £500 -
West Midlands +9 2 - -
Cheshire - 2 £350 -
Chester - 2 £350 -
Telford - 2 - -
Canary Wharf - 2 £575 -
Shropshire - 2 - -
Somerset +2 1 £415 -5.14% 2
East of England +1 1 £575 +9.52%
Taunton -3 1 £415 -5.14%
Cambridgeshire -4 1 £575 +9.52%
East Midlands - 1 £538 -
Northamptonshire - 1 £538 -
West Sussex - 1 - -
Windsor - 1 £550 -
Northampton - 1 £538 -
Manchester - 1 - - 7
Cambridge - 1 £575 -

Apache Pig
Top 30 Related IT Skills

For the 6 months to 19 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 with a requirement for Apache Pig.

1 262 (92.58%) Apache Hive
2 259 (91.52%) Hadoop
3 244 (86.22%) Big Data
4 182 (64.31%) Apache Spark
5 161 (56.89%) Java
6 137 (48.41%) Python
7 134 (47.35%) MapReduce
8 127 (44.88%) HBase
9 110 (38.87%) SQL
10 102 (36.04%) HDFS
11 99 (34.98%) NoSQL
12 95 (33.57%) Scala
13 92 (32.51%) Analytics
14 89 (31.45%) Linux
15 81 (28.62%) Hadoop YARN
16 78 (27.56%) Apache Cassandra
17 76 (26.86%) Hortonworks
18 67 (23.67%) Kafka
18 67 (23.67%) Open Source
18 67 (23.67%) Agile Software Development
19 64 (22.61%) Finance
19 64 (22.61%) MongoDB
20 62 (21.91%) Amazon AWS
21 60 (21.20%) Business Intelligence
22 59 (20.85%) Data Warehouse
22 59 (20.85%) Sqoop
23 58 (20.49%) Oozie
24 55 (19.43%) R
25 54 (19.08%) Relational Database
26 52 (18.37%) Analytical Skills

Apache Pig
Top Related IT Skills 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
1 182 (64.31%) Apache Spark
2 42 (14.84%) Apache
3 25 (8.83%) Apache Solr
4 14 (4.95%) SAS
5 8 (2.83%) Confluence
6 7 (2.47%) Oracle SOA Suite
7 6 (2.12%) Elasticsearch
8 2 (0.71%) DataSynapse
8 2 (0.71%) WebLogic
9 1 (0.35%) Apache Airflow
9 1 (0.35%) IIS
9 1 (0.35%) nginx
9 1 (0.35%) Tomcat
Applications
1 18 (6.36%) MS Excel
2 11 (3.89%) SPSS
3 7 (2.47%) Weka
Business Applications
1 2 (0.71%) SAP Oil and Gas
1 2 (0.71%) SAP S/4HANA
Cloud Services
1 62 (21.91%) Amazon AWS
2 30 (10.60%) Microsoft Azure
3 23 (8.13%) Cloud Computing
4 13 (4.59%) Amazon EMR
5 12 (4.24%) Amazon S3
6 10 (3.53%) Amazon EC2
7 9 (3.18%) AWS Lambda
8 7 (2.47%) SaaS
9 6 (2.12%) Amazon Kinesis
9 6 (2.12%) AWS Data Pipeline
9 6 (2.12%) IBM Cloud
9 6 (2.12%) Office 365
10 3 (1.06%) Amazon SQS
11 2 (0.71%) Google Cloud Platform
12 1 (0.35%) AWS CloudTrail
12 1 (0.35%) BlueKai
12 1 (0.35%) GitHub
12 1 (0.35%) IaaS
12 1 (0.35%) PaaS
Communications & Networking
1 29 (10.25%) Kerberos
2 8 (2.83%) LAN
2 8 (2.83%) WAN
3 2 (0.71%) HTTP
3 2 (0.71%) LDAP
3 2 (0.71%) Network Security
Database & Business Intelligence
1 262 (92.58%) Apache Hive
2 259 (91.52%) Hadoop
3 244 (86.22%) Big Data
4 127 (44.88%) HBase
5 99 (34.98%) NoSQL
6 78 (27.56%) Apache Cassandra
7 64 (22.61%) MongoDB
8 59 (20.85%) Data Warehouse
8 59 (20.85%) Sqoop
9 54 (19.08%) Relational Database
10 51 (18.02%) SQL Server
11 49 (17.31%) QlikView
12 34 (12.01%) Impala
13 24 (8.48%) BusinessObjects
14 23 (8.13%) SQL Server Integration Services
15 22 (7.77%) Data Lake
15 22 (7.77%) Data Mining
16 21 (7.42%) MySQL
17 20 (7.07%) PostgreSQL
18 18 (6.36%) RDBMS
Development Applications
1 17 (6.01%) Talend Open Studio
2 10 (3.53%) Git (software)
3 9 (3.18%) JUnit
3 9 (3.18%) Mockito
4 8 (2.83%) JIRA
5 7 (2.47%) Jenkins
5 7 (2.47%) Maven
6 4 (1.41%) Subversion
7 2 (0.71%) Atlassian Bamboo
7 2 (0.71%) Bitbucket
7 2 (0.71%) Selenium
7 2 (0.71%) Team Foundation Server
8 1 (0.35%) Artifactory
8 1 (0.35%) EasyMock
8 1 (0.35%) Eclipse
8 1 (0.35%) Hudson
8 1 (0.35%) IntelliJ
8 1 (0.35%) SonarQube
8 1 (0.35%) TeamCity
8 1 (0.35%) Vagrant
General
1 64 (22.61%) Finance
2 52 (18.37%) Banking
3 22 (7.77%) Retail
4 21 (7.42%) Front Office
5 15 (5.30%) Corporate Banking
5 15 (5.30%) Marketing
6 14 (4.95%) Retail Banking
7 12 (4.24%) Investment Banking
8 5 (1.77%) Games
9 3 (1.06%) Financial Institution
10 2 (0.71%) Electronics
10 2 (0.71%) Legal
10 2 (0.71%) Manufacturing
10 2 (0.71%) Telecoms
11 1 (0.35%) Advertising
Job Titles
1 77 (27.21%) Developer
2 60 (21.20%) Data Engineer
3 53 (18.73%) Big Data Engineer
4 43 (15.19%) Architect
5 38 (13.43%) Data Architect
6 33 (11.66%) Administrator
7 31 (10.95%) Big Data Developer
8 29 (10.25%) Hadoop Engineer
9 27 (9.54%) Big Data Architect
10 26 (9.19%) Java Developer
11 25 (8.83%) Hadoop Developer
12 24 (8.48%) Data Scientist
13 22 (7.77%) Hadoop Administrator
14 19 (6.71%) Hadoop Architect
15 15 (5.30%) Java Engineer
16 13 (4.59%) Data Administrator
17 12 (4.24%) Senior Developer
17 12 (4.24%) Software Engineer
18 11 (3.89%) Consultant
18 11 (3.89%) DevOps Engineer
Libraries, Frameworks & Software Standards
1 67 (23.67%) Kafka
2 16 (5.65%) Web Services
3 15 (5.30%) REST
3 15 (5.30%) Spring
4 14 (4.95%) D3.js
5 12 (4.24%) Lucene
6 11 (3.89%) Hibernate
7 10 (3.53%) Akka
7 10 (3.53%) Cascading
7 10 (3.53%) XML
8 9 (3.18%) Apache Tez
8 9 (3.18%) JMS
9 8 (2.83%) Oracle GoldenGate
10 7 (2.47%) AngularJS
10 7 (2.47%) CSS
10 7 (2.47%) HTML
10 7 (2.47%) jQuery
10 7 (2.47%) NumPy
10 7 (2.47%) scikit-learn
11 6 (2.12%) JSON
Miscellaneous
1 52 (18.37%) Analytical Skills
2 49 (17.31%) Visualisation
3 29 (10.25%) Algorithms
3 29 (10.25%) Computer Science
4 22 (7.77%) Statistics
5 18 (6.36%) Mathematics
6 14 (4.95%) Management Information System
7 12 (4.24%) Data Integration
7 12 (4.24%) Foreign Exchange (FX)
8 10 (3.53%) Data Centre
8 10 (3.53%) Grid Computing
8 10 (3.53%) Replication
9 6 (2.12%) Derivative
9 6 (2.12%) Equities
10 5 (1.77%) Data Structures
10 5 (1.77%) Market Risk
10 5 (1.77%) Wiki
11 4 (1.41%) Clustering
11 4 (1.41%) Fintech
11 4 (1.41%) Physics
Operating Systems
1 89 (31.45%) Linux
2 44 (15.55%) Unix
3 22 (7.77%) Windows
4 11 (3.89%) Red Hat Enterprise Linux
5 5 (1.77%) CentOS
6 2 (0.71%) Android
6 2 (0.71%) Apple iOS
Processes & Methodologies
1 134 (47.35%) MapReduce
2 92 (32.51%) Analytics
3 67 (23.67%) Agile Software Development
3 67 (23.67%) Open Source
4 60 (21.20%) Business Intelligence
5 49 (17.31%) ETL
6 42 (14.84%) Machine Learning
7 40 (14.13%) DevOps
8 35 (12.37%) Data Modelling
9 34 (12.01%) Data Analysis
10 27 (9.54%) Software Engineering
11 24 (8.48%) Performance Tuning
12 22 (7.77%) Configuration Management
12 22 (7.77%) Data Visualisation
13 21 (7.42%) Risk Management
14 19 (6.71%) Stakeholder Management
15 18 (6.36%) Data Analytics
15 18 (6.36%) High Availability
16 17 (6.01%) Data Engineering
16 17 (6.01%) TDD
Programming Languages
1 161 (56.89%) Java
2 137 (48.41%) Python
3 110 (38.87%) SQL
4 95 (33.57%) Scala
5 55 (19.43%) R
6 35 (12.37%) Perl
7 31 (10.95%) Shell Script
8 23 (8.13%) C
9 21 (7.42%) Bash Shell
9 21 (7.42%) C#
10 19 (6.71%) Ruby
11 15 (5.30%) T-SQL
12 13 (4.59%) C++
13 10 (3.53%) JavaScript
14 9 (3.18%) MATLAB
15 8 (2.83%) Haskell
16 6 (2.12%) PHP
17 2 (0.71%) Embedded C
17 2 (0.71%) Groovy
17 2 (0.71%) PL/SQL
Qualifications
1 44 (15.55%) Degree
2 17 (6.01%) Security Cleared
3 10 (3.53%) DV Cleared
4 8 (2.83%) PhD
5 7 (2.47%) SC Cleared
6 1 (0.35%) BC Cleared
6 1 (0.35%) PMI Certification
6 1 (0.35%) PMP
Quality Assurance & Compliance
1 14 (4.95%) Data Quality
2 9 (3.18%) QA
3 7 (2.47%) SLA
4 3 (1.06%) Disclosure Scotland
5 1 (0.35%) ISO/IEC 27001
System Software
1 102 (36.04%) HDFS
2 51 (18.02%) Apache Flume
3 32 (11.31%) Apache ZooKeeper
4 11 (3.89%) Docker
5 8 (2.83%) Oracle RAC
6 6 (2.12%) Active Directory
Systems Management
1 81 (28.62%) Hadoop YARN
2 58 (20.49%) Oozie
3 31 (10.95%) Ansible
4 23 (8.13%) Puppet
5 19 (6.71%) Ambari
6 17 (6.01%) Opscode Chef
7 9 (3.18%) Nagios
8 8 (2.83%) Terraform
9 7 (2.47%) Kubernetes
9 7 (2.47%) Mesos
10 6 (2.12%) Kibana
11 2 (0.71%) SCOM
11 2 (0.71%) Tivoli
12 1 (0.35%) Salt
Vendors
1 76 (26.86%) Hortonworks
2 51 (18.02%) Tableau
3 47 (16.61%) Cloudera
4 45 (15.90%) Oracle
5 29 (10.25%) Microsoft
6 27 (9.54%) Teradata
7 21 (7.42%) SAP
8 20 (7.07%) Cognos
8 20 (7.07%) Red Hat
9 17 (6.01%) Talend
10 15 (5.30%) Informatica
11 11 (3.89%) MicroStrategy
12 9 (3.18%) IBM
13 8 (2.83%) Cisco
14 7 (2.47%) Vertica
15 6 (2.12%) Salesforce.com
15 6 (2.12%) SaltStack
15 6 (2.12%) Splunk
15 6 (2.12%) Sybase
16 4 (1.41%) Ab Initio
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