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 24 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
24 Jan 2017
Same period 2016 Same period 2015
Apache Pig
UK
Rank 447 531 544
Rank change year-on-year
+84 +13
Contract jobs citing Apache Pig 148 81 68
As % of all contract IT jobs located in the UK 0.33% 0.16% 0.14%
As % of the Application Platforms category 1.92% 0.95% 0.78%
Number of daily rates quoted 102 44 49
Median daily rate £550 £550 £475
Median daily rate % change year-on-year
- +15.78%
90% offered a daily rate of more than £450 £415 £375
10% offered a daily rate of more than £700 £625 £629
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 across the UK.

Application Platforms Category
UK
Contract IT job ads with a match in the
Application Platforms category
7690 8508 8679
As % of all contract IT jobs located in the UK 17.14% 17.02% 17.39%
Number of daily rates quoted 4927 5439 5420
Median daily rate £425 £400 £400
Median daily rate % change year-on-year
+6.25% -
90% offered a daily rate of more than £275 £250 £238
10% offered a daily rate of more than £580 £550 £525
UK excluding London median daily rate £380 £388 £375
% change year-on-year
-1.93% +3.33%
Number of hourly rates quoted 136 234 309
Median hourly rate £20.00 £22.50 £19.50
Median hourly rate % change year-on-year
-11.11% +15.38%
90% offered a hourly rate of more than £12.00 £11.50 £12.00
10% offered a hourly rate of more than £46.60 £48.00 £43.75
UK excluding London median hourly rate £20.00 £20.00 £18.75
% change year-on-year
- +6.66%

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 24 January 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 30 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 24 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
England +94 148 £550 - 36
London +83 122 £575 -4.16% 25
City of London +16 19 £625 +4.16% 7
East of England +3 8 £550 +4.76% 1
Cambridgeshire -2 7 £563 +7.14% 1
South East +8 6 £525 -4.54% 4
Berkshire +18 4 £525 -4.54%
Yorkshire +15 4 £463 -19.56%
South West +10 4 £500 -
Canary Wharf - 4 £575 -
Leeds - 3 £463 -
West Yorkshire - 3 £463 -
Reading - 3 £500 -
North West +20 2 £350 -22.22% 6
Gloucestershire +3 2 £500 -
Somerset - 2 £458 -
East Midlands - 2 £538 -
Cambridge - 2 £638 -
Manchester +10 1 - - 5
West Sussex - 1 - -
Windsor - 1 £550 -
Lincolnshire - 1 - -
Northamptonshire - 1 £538 -
Cheshire - 1 £350 - 1
Chester - 1 £350 - 1
Lincoln - 1 - -
Northampton - 1 £538 -
Bath - 1 £500 -
Taunton - 1 £415 -
Ipswich - 1 £500 -

Apache Pig
Top 30 Related IT Skills

For the 6 months to 24 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 with a requirement for Apache Pig.

1 252 (91.97%) Hadoop
2 247 (90.15%) Apache Hive
3 238 (86.86%) Big Data
4 174 (63.50%) Apache Spark
5 157 (57.30%) Java
6 133 (48.54%) Python
7 132 (48.18%) MapReduce
8 121 (44.16%) HBase
9 104 (37.96%) SQL
10 98 (35.77%) HDFS
11 96 (35.04%) NoSQL
12 89 (32.48%) Linux
13 85 (31.02%) Scala
14 80 (29.20%) Hadoop YARN
15 78 (28.47%) Analytics
16 75 (27.37%) Hortonworks
17 73 (26.64%) Apache Cassandra
18 69 (25.18%) Open Source
19 67 (24.45%) Agile Software Development
20 65 (23.72%) Kafka
21 62 (22.63%) Data Warehouse
22 61 (22.26%) Amazon AWS
22 61 (22.26%) MongoDB
23 59 (21.53%) Business Intelligence
24 57 (20.80%) Finance
25 56 (20.44%) Oozie
26 55 (20.07%) Sqoop
27 54 (19.71%) Relational Database
28 50 (18.25%) SQL Server
29 49 (17.88%) ETL

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
1 174 (63.50%) Apache Spark
2 44 (16.06%) Apache
3 24 (8.76%) Apache Solr
4 11 (4.01%) SAS
5 7 (2.55%) Confluence
5 7 (2.55%) Oracle SOA Suite
6 6 (2.19%) Elasticsearch
7 2 (0.73%) nginx
7 2 (0.73%) Tomcat
7 2 (0.73%) WebLogic
8 1 (0.36%) Apache Airflow
8 1 (0.36%) IIS
Applications
1 17 (6.20%) MS Excel
2 10 (3.65%) SPSS
3 5 (1.82%) Weka
Business Applications
1 2 (0.73%) SAP Oil and Gas
Cloud Services
1 61 (22.26%) Amazon AWS
2 29 (10.58%) Microsoft Azure
3 22 (8.03%) Cloud Computing
4 13 (4.74%) Amazon EMR
5 10 (3.65%) Amazon S3
6 9 (3.28%) AWS Lambda
7 7 (2.55%) Amazon EC2
8 6 (2.19%) IBM Cloud
8 6 (2.19%) Office 365
8 6 (2.19%) SaaS
9 5 (1.82%) Amazon Kinesis
9 5 (1.82%) AWS Data Pipeline
10 2 (0.73%) Amazon SQS
11 1 (0.36%) AWS CloudTrail
11 1 (0.36%) BlueKai
11 1 (0.36%) GitHub
11 1 (0.36%) Google Cloud Platform
11 1 (0.36%) IaaS
11 1 (0.36%) PaaS
Communications & Networking
1 29 (10.58%) Kerberos
2 8 (2.92%) LAN
2 8 (2.92%) WAN
3 3 (1.09%) HTTP
3 3 (1.09%) Network Security
4 2 (0.73%) LDAP
Database & Business Intelligence
1 252 (91.97%) Hadoop
2 247 (90.15%) Apache Hive
3 238 (86.86%) Big Data
4 121 (44.16%) HBase
5 96 (35.04%) NoSQL
6 73 (26.64%) Apache Cassandra
7 62 (22.63%) Data Warehouse
8 61 (22.26%) MongoDB
9 55 (20.07%) Sqoop
10 54 (19.71%) Relational Database
11 50 (18.25%) SQL Server
12 43 (15.69%) QlikView
13 34 (12.41%) Impala
14 24 (8.76%) MySQL
15 23 (8.39%) PostgreSQL
16 22 (8.03%) BusinessObjects
16 22 (8.03%) Data Lake
17 21 (7.66%) SQL Server Integration Services
18 19 (6.93%) Data Mining
19 17 (6.20%) RDBMS
Development Applications
1 17 (6.20%) Talend Open Studio
2 9 (3.28%) Git (software)
2 9 (3.28%) Mockito
3 8 (2.92%) JUnit
4 7 (2.55%) JIRA
4 7 (2.55%) Maven
5 5 (1.82%) Jenkins
6 3 (1.09%) Subversion
7 1 (0.36%) Artifactory
7 1 (0.36%) Atlassian Bamboo
7 1 (0.36%) Bitbucket
7 1 (0.36%) EasyMock
7 1 (0.36%) Eclipse
7 1 (0.36%) Hudson
7 1 (0.36%) IntelliJ
7 1 (0.36%) Selenium
7 1 (0.36%) SonarQube
7 1 (0.36%) Team Foundation Server
7 1 (0.36%) Vagrant
General
1 57 (20.80%) Finance
2 46 (16.79%) Banking
3 20 (7.30%) Front Office
4 19 (6.93%) Retail
5 14 (5.11%) Marketing
6 13 (4.74%) Corporate Banking
6 13 (4.74%) Investment Banking
7 12 (4.38%) Retail Banking
8 4 (1.46%) Games
8 4 (1.46%) Legal
9 2 (0.73%) Electronics
9 2 (0.73%) Financial Institution
9 2 (0.73%) Manufacturing
9 2 (0.73%) Telecoms
10 1 (0.36%) Advertising
Job Titles
1 78 (28.47%) Developer
2 54 (19.71%) Data Engineer
3 48 (17.52%) Big Data Engineer
4 42 (15.33%) Architect
5 37 (13.50%) Data Architect
6 35 (12.77%) Big Data Developer
7 29 (10.58%) Administrator
8 27 (9.85%) Hadoop Developer
8 27 (9.85%) Hadoop Engineer
9 26 (9.49%) Big Data Architect
10 24 (8.76%) Java Developer
11 21 (7.66%) Data Scientist
12 20 (7.30%) Hadoop Administrator
13 18 (6.57%) Hadoop Architect
14 17 (6.20%) Java Engineer
15 14 (5.11%) Consultant
16 13 (4.74%) Data Administrator
17 12 (4.38%) Software Engineer
18 11 (4.01%) Senior Developer
19 10 (3.65%) DevOps Engineer
Libraries, Frameworks & Software Standards
1 65 (23.72%) Kafka
2 15 (5.47%) Web Services
3 14 (5.11%) REST
3 14 (5.11%) Spring
4 13 (4.74%) D3.js
5 11 (4.01%) Lucene
6 10 (3.65%) Hibernate
7 9 (3.28%) Akka
7 9 (3.28%) AngularJS
7 9 (3.28%) Apache Tez
7 9 (3.28%) Cascading
7 9 (3.28%) XML
8 8 (2.92%) JMS
8 8 (2.92%) Oracle GoldenGate
9 7 (2.55%) CSS
9 7 (2.55%) HTML
9 7 (2.55%) jQuery
9 7 (2.55%) scikit-learn
10 6 (2.19%) Drools
10 6 (2.19%) NumPy
Miscellaneous
1 46 (16.79%) Analytical Skills
2 41 (14.96%) Visualisation
3 29 (10.58%) Computer Science
4 25 (9.12%) Algorithms
5 20 (7.30%) Statistics
6 19 (6.93%) Mathematics
7 16 (5.84%) Management Information System
8 12 (4.38%) Data Integration
8 12 (4.38%) Foreign Exchange (FX)
9 10 (3.65%) Data Centre
9 10 (3.65%) Replication
10 9 (3.28%) Grid Computing
11 7 (2.55%) Clustering
12 6 (2.19%) Derivative
12 6 (2.19%) Equities
13 5 (1.82%) Market Risk
14 4 (1.46%) Physics
14 4 (1.46%) Wiki
15 3 (1.09%) Data Structures
15 3 (1.09%) Virtual Team
Operating Systems
1 89 (32.48%) Linux
2 43 (15.69%) Unix
3 21 (7.66%) Windows
4 14 (5.11%) Red Hat Enterprise Linux
5 4 (1.46%) CentOS
6 2 (0.73%) Android
6 2 (0.73%) Apple iOS
Processes & Methodologies
1 132 (48.18%) MapReduce
2 78 (28.47%) Analytics
3 69 (25.18%) Open Source
4 67 (24.45%) Agile Software Development
5 59 (21.53%) Business Intelligence
6 49 (17.88%) ETL
7 38 (13.87%) DevOps
8 34 (12.41%) Machine Learning
9 33 (12.04%) Data Modelling
10 28 (10.22%) Data Analysis
10 28 (10.22%) Software Engineering
11 23 (8.39%) Performance Tuning
12 21 (7.66%) Risk Management
13 19 (6.93%) Configuration Management
13 19 (6.93%) TDD
14 18 (6.57%) Data Visualisation
14 18 (6.57%) High Availability
14 18 (6.57%) Stakeholder Management
15 15 (5.47%) Migration
15 15 (5.47%) Scrum
Programming Languages
1 157 (57.30%) Java
2 133 (48.54%) Python
3 104 (37.96%) SQL
4 85 (31.02%) Scala
5 47 (17.15%) R
6 35 (12.77%) Perl
7 30 (10.95%) Shell Script
8 23 (8.39%) C
9 20 (7.30%) Bash Shell
10 18 (6.57%) C#
10 18 (6.57%) Ruby
11 13 (4.74%) T-SQL
12 12 (4.38%) C++
13 10 (3.65%) JavaScript
14 8 (2.92%) MATLAB
15 7 (2.55%) Haskell
16 6 (2.19%) PHP
17 3 (1.09%) Pig Latin
17 3 (1.09%) PL/SQL
18 2 (0.73%) Groovy
Qualifications
1 42 (15.33%) Degree
2 19 (6.93%) Security Cleared
3 12 (4.38%) DV Cleared
4 8 (2.92%) PhD
4 8 (2.92%) SC Cleared
5 1 (0.36%) BC Cleared
5 1 (0.36%) BPSS Clearance
5 1 (0.36%) PMI Certification
5 1 (0.36%) PMP
Quality Assurance & Compliance
1 12 (4.38%) Data Quality
2 9 (3.28%) QA
3 7 (2.55%) SLA
4 3 (1.09%) Disclosure Scotland
5 2 (0.73%) ISO/IEC 27001
5 2 (0.73%) PCI DSS
System Software
1 98 (35.77%) HDFS
2 45 (16.42%) Apache Flume
3 34 (12.41%) Apache ZooKeeper
4 10 (3.65%) Docker
5 8 (2.92%) Oracle RAC
6 6 (2.19%) Active Directory
Systems Management
1 80 (29.20%) Hadoop YARN
2 56 (20.44%) Oozie
3 28 (10.22%) Ansible
4 20 (7.30%) Ambari
4 20 (7.30%) Puppet
5 14 (5.11%) Opscode Chef
6 8 (2.92%) Nagios
7 6 (2.19%) Kubernetes
7 6 (2.19%) Mesos
7 6 (2.19%) Terraform
8 5 (1.82%) Kibana
9 2 (0.73%) SCOM
9 2 (0.73%) Tivoli
10 1 (0.36%) Salt
Vendors
1 75 (27.37%) Hortonworks
2 47 (17.15%) Oracle
3 45 (16.42%) Tableau
4 42 (15.33%) Cloudera
5 27 (9.85%) Teradata
6 26 (9.49%) Microsoft
7 22 (8.03%) SAP
8 17 (6.20%) Cognos
8 17 (6.20%) Talend
9 16 (5.84%) Red Hat
10 14 (5.11%) Informatica
11 11 (4.01%) IBM
11 11 (4.01%) MicroStrategy
12 8 (2.92%) Cisco
13 6 (2.19%) Salesforce.com
13 6 (2.19%) Vertica
14 5 (1.82%) SaltStack
15 4 (1.46%) Ab Initio
15 4 (1.46%) Actian
15 4 (1.46%) ParAccel
London
Parallel Consulting
Rate: £400 - £450 per day + experience dependant
Posted: 3 days ago
London
Salt
Rate: £400 - £550 per day
Posted: 3 days ago
City, London
Spring Technology
Rate: £400.00 - £458.00 per day
Posted: 6 days ago
City, London
McGregor Boyall
Rate: £600 - £800 per day
Posted: 6 days ago
London
Oliver Bernard
Rate: £450 - £465 per day
Posted: 6 days ago
Manchester
Glocomms
Rate: £700 - £800 per day
Posted: 20 days ago