The following table provides summary statistics for permanent job vacancies with a requirement for Apache Pig skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Apache Pig over the 3 months to 28 May 2017 with a comparison to the same period in the previous 2 years.

Apache Pig
UK
3 months to
28 May 2017
Same period 2016 Same period 2015
Rank 733 651 733
Rank change year-on-year -82 +82  
Permanent jobs citing Apache Pig 125 270 242
As % of all permanent IT jobs advertised in the UK 0.15% 0.27% 0.22%
As % of the Application Platforms category 0.82% 1.45% 1.13%
Number of salaries quoted 91 185 194
Median salary £62,500 £65,000 £67,500
Median salary % change year-on-year -3.84% -3.70%  
90% offered a salary of more than £45,000 £42,500 £45,000
10% offered a salary of more than £100,000 £95,000 £90,000
UK excluding London median salary £55,000 £55,000 £50,000
% change year-on-year - +10.00%  

Apache Pig is in the application platform skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for application platform skills.

Application Platform Skills
UK
Permanent job vacancies with a requirement for application platform skills 15319 18635 21414
As % of all permanent IT job vacancies advertised in the UK 18.02% 18.69% 19.81%
Number of salaries quoted 12536 15847 17723
Median salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.55% -  
90% offered a salary of more than £30,000 £27,500 £27,500
10% offered a salary of more than £72,500 £68,750 £70,000
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year +6.25% -  

Apache Pig
Job Vacancy Trend

The job posting trend of jobs advertised citing Apache Pig as a proportion of all permanent or contract IT jobs with a match in the Application Platforms category.

Job vacancy trend for Apache Pig in the UK

Apache Pig
Salary Trend

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Apache Pig.

Salary trend for Apache Pig in the UK

Apache Pig
Salary Histogram

The salary distribution of IT jobs citing Apache Pig over the 3 months to 28 May 2017.

Salary histogram for Apache Pig in the UK

Apache Pig
Top 30 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Apache Pig within the UK over the 3 months to 28 May 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
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England -70 122 £63,750 -1.92% 15
London -19 72 £70,000 -6.66% 5
North West -19 19 £55,000 -8.33% 4
East of England +13 15 £55,000 -8.33% 4
City of London +37 12 £100,000 -4.76% 4
Essex - 12 £55,000 - 3
Manchester -14 10 £42,500 -29.16% 3
Colchester - 10 £56,250 - 3
South East +24 7 £62,500 +4.16% 1
South West -20 7 £45,000 -16.66% 1
Cheshire - 7 £80,000 - 1
Surrey +19 5 £55,000 -8.33%
Staines -17 5 £55,000 -8.33%
Gloucestershire -8 4 £45,000 -16.66% 1
Scotland +17 3 £60,000 +9.09% 2
Edinburgh - 3 £60,000 - 2
Chester - 3 £55,000 - 1
Cheltenham +15 2 £45,000 - 1
Cambridgeshire -1 2 - - 1
Somerset -9 2 £36,000 +5.88%
Berkshire +31 1 - - 1
Reading +18 1 - - 1
East Midlands +17 1 £77,500 +40.90%
Exeter -3 1 £45,000 -25.00%
Devon -6 1 £45,000 -25.00%
Oxfordshire - 1 £70,000 -
Durham - 1 - -
Cambridge - 1 - - 1
Uxbridge - 1 - -
Canary Wharf - 1 £62,500 -

For the 6 months to 28 May 2017, IT 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 job ads with a requirement for Apache Pig.

1 331 (93.77%) Hadoop
2 295 (83.57%) Apache Hive
3 291 (82.44%) Big Data
4 261 (73.94%) Apache Spark
5 209 (59.21%) Java
6 186 (52.69%) Python
7 170 (48.16%) Analytics
8 148 (41.93%) MapReduce
9 141 (39.94%) Agile Software Development
10 138 (39.09%) HBase
11 121 (34.28%) MongoDB
12 96 (27.20%) Degree
13 94 (26.63%) HDFS
14 92 (26.06%) NoSQL
15 87 (24.65%) SQL
16 85 (24.08%) Finance
17 82 (23.23%) R
18 80 (22.66%) Linux
19 78 (22.10%) Java EE
20 77 (21.81%) Business Intelligence
21 70 (19.83%) Oracle
21 70 (19.83%) Software Engineering
21 70 (19.83%) Amazon AWS
21 70 (19.83%) Oozie
22 68 (19.26%) MySQL
22 68 (19.26%) Machine Learning
22 68 (19.26%) Analytical Skills
23 67 (18.98%) Data Analytics
24 65 (18.41%) Kafka
25 64 (18.13%) Visualisation

Apache Pig
Co-occurring 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
1 261 (73.94%) Apache Spark
2 62 (17.56%) SAS
3 43 (12.18%) Elasticsearch
4 35 (9.92%) Apache
5 20 (5.67%) JBoss
5 20 (5.67%) Tomcat
6 18 (5.10%) GlassFish
7 13 (3.68%) WebLogic
8 8 (2.27%) WebSphere
9 4 (1.13%) Apache Geronimo
10 3 (0.85%) Apache Solr
10 3 (0.85%) OpenStack
10 3 (0.85%) SharePoint
11 2 (0.57%) Confluence
12 1 (0.28%) CMS
12 1 (0.28%) Mule
12 1 (0.28%) Oracle Coherence
Applications
1 23 (6.52%) SPSS
2 7 (1.98%) Microsoft Excel
3 5 (1.42%) Weka
4 4 (1.13%) S-PLUS
4 4 (1.13%) Stata
5 1 (0.28%) Gephi
Cloud Services
1 70 (19.83%) Amazon AWS
2 20 (5.67%) Microsoft Azure
3 11 (3.12%) Amazon EMR
4 10 (2.83%) Amazon EC2
4 10 (2.83%) Cloud Computing
4 10 (2.83%) Google Cloud Platform
5 7 (1.98%) Amazon S3
6 2 (0.57%) Amazon CloudWatch
6 2 (0.57%) GitHub
6 2 (0.57%) IaaS
6 2 (0.57%) PaaS
7 1 (0.28%) Amazon Kinesis
7 1 (0.28%) AWS Lambda
7 1 (0.28%) Cortana Intelligence Suite
7 1 (0.28%) SaaS
Communications & Networking
1 10 (2.83%) Kerberos
2 7 (1.98%) LDAP
3 4 (1.13%) HTTP
3 4 (1.13%) Internet
4 2 (0.57%) DNS
4 2 (0.57%) FTP
4 2 (0.57%) SSL
4 2 (0.57%) tcpdump
4 2 (0.57%) Wireshark
5 1 (0.28%) Firewall
5 1 (0.28%) Intranet
5 1 (0.28%) TCP/IP
Database & Business Intelligence
1 331 (93.77%) Hadoop
2 295 (83.57%) Apache Hive
3 291 (82.44%) Big Data
4 138 (39.09%) HBase
5 121 (34.28%) MongoDB
6 92 (26.06%) NoSQL
7 68 (19.26%) MySQL
8 63 (17.85%) Impala
8 63 (17.85%) Relational Database
9 59 (16.71%) Sqoop
10 56 (15.86%) Apache Cassandra
11 53 (15.01%) RDBMS
12 46 (13.03%) Data Mining
13 44 (12.46%) Neo4j
14 43 (12.18%) Pentaho
15 39 (11.05%) SQL Server
16 30 (8.50%) Data Warehouse
17 21 (5.95%) Mahout
18 20 (5.67%) CouchDB
19 15 (4.25%) Oracle Database
Development Applications
1 22 (6.23%) Git (software)
2 20 (5.67%) Maven
3 19 (5.38%) Talend Open Studio
3 19 (5.38%) Vagrant
4 18 (5.10%) Ant
5 14 (3.97%) Jenkins
6 7 (1.98%) JIRA
7 5 (1.42%) Yeoman
8 4 (1.13%) Gradle
9 3 (0.85%) Team Foundation Server
10 2 (0.57%) gulp
10 2 (0.57%) webpack
11 1 (0.28%) JUnit
11 1 (0.28%) TestNG
General
1 85 (24.08%) Finance
2 20 (5.67%) Retail
3 19 (5.38%) Military
4 18 (5.10%) Games
5 14 (3.97%) Banking
6 12 (3.40%) Legal
7 7 (1.98%) Marketing
8 6 (1.70%) Investment Banking
8 6 (1.70%) Telecoms
9 4 (1.13%) Advertising
9 4 (1.13%) Electronics
9 4 (1.13%) Manufacturing
10 1 (0.28%) Automotive
10 1 (0.28%) Digital Economy
10 1 (0.28%) Financial Institution
Job Titles
1 71 (20.11%) Developer
2 69 (19.55%) Architect
3 48 (13.60%) Data Scientist
4 47 (13.31%) Data Architect
5 46 (13.03%) Java Developer
6 44 (12.46%) Consultant
7 43 (12.18%) Big Data Architect
8 40 (11.33%) Data Engineer
9 27 (7.65%) Software Engineer
10 25 (7.08%) Data Consultant
11 24 (6.80%) Big Data Engineer
11 24 (6.80%) Hadoop Engineer
12 23 (6.52%) Software Developer
13 22 (6.23%) Java Engineer
14 21 (5.95%) Big Data Consultant
14 21 (5.95%) Java Software Developer
15 17 (4.82%) Administrator
15 17 (4.82%) Hadoop Administrator
16 15 (4.25%) Big Data Developer
17 14 (3.97%) Hadoop Architect
Libraries, Frameworks & Software Standards
1 78 (22.10%) Java EE
2 65 (18.41%) Kafka
3 61 (17.28%) Spring
4 59 (16.71%) Hibernate
5 47 (13.31%) HTML
6 45 (12.75%) Web Services
7 44 (12.46%) CSS
8 30 (8.50%) Apache Camel
9 29 (8.22%) Middleware
10 27 (7.65%) CSS3
10 27 (7.65%) HTML5
11 26 (7.37%) AngularJS
11 26 (7.37%) Node.js
12 24 (6.80%) jQuery
13 22 (6.23%) EJB
14 18 (5.10%) .NET
14 18 (5.10%) Spring MVC
15 16 (4.53%) Ajax
15 16 (4.53%) J2EE
16 15 (4.25%) Natural Language Processing
Miscellaneous
1 68 (19.26%) Analytical Skills
2 54 (15.30%) Computer Science
3 31 (8.78%) Algorithms
4 24 (6.80%) PKI
5 17 (4.82%) Greenfield Project
6 16 (4.53%) Enterprise Software
7 12 (3.40%) Data Structures
7 12 (3.40%) Virtual Team
8 7 (1.98%) Fintech
9 6 (1.70%) Clustering
9 6 (1.70%) Data Centre
10 5 (1.42%) Cyber Attack
10 5 (1.42%) Management Information System
11 4 (1.13%) Credit Risk
12 3 (0.85%) Hybrid Cloud
12 3 (0.85%) Mobile App
12 3 (0.85%) Smartphone
13 2 (0.57%) Reference Data
13 2 (0.57%) User Experience
13 2 (0.57%) Wiki
Operating Systems
1 80 (22.66%) Linux
2 30 (8.50%) Unix
3 12 (3.40%) Android
3 12 (3.40%) Apple iOS
4 6 (1.70%) Windows
5 2 (0.57%) Solaris
Processes & Methodologies
1 170 (48.16%) Analytics
2 148 (41.93%) MapReduce
3 141 (39.94%) Agile Software Development
4 77 (21.81%) Business Intelligence
5 70 (19.83%) Software Engineering
6 68 (19.26%) Machine Learning
7 67 (18.98%) Data Analytics
8 64 (18.13%) Visualisation
9 57 (16.15%) Open Source
10 49 (13.88%) ETL
10 49 (13.88%) Scrum
11 47 (13.31%) DevOps
12 38 (10.76%) Mentoring
13 37 (10.48%) Data Analysis
14 36 (10.20%) SDLC
15 32 (9.07%) Time Management
16 30 (8.50%) Data Management
16 30 (8.50%) Information Security
17 29 (8.22%) Big Data Analytics
18 28 (7.93%) Cybersecurity
Programming Languages
1 209 (59.21%) Java
2 186 (52.69%) Python
3 87 (24.65%) SQL
4 82 (23.23%) R
5 63 (17.85%) JavaScript
6 58 (16.43%) Scala
7 57 (16.15%) C#
8 51 (14.45%) C
9 45 (12.75%) Perl
10 37 (10.48%) Ruby
11 27 (7.65%) C++
12 21 (5.95%) PL/SQL
13 19 (5.38%) T-SQL
14 14 (3.97%) MATLAB
15 11 (3.12%) Objective-C
16 9 (2.55%) Bash Shell
16 9 (2.55%) PHP
17 5 (1.42%) Clojure
17 5 (1.42%) Cypher
17 5 (1.42%) VBA
Qualifications
1 96 (27.20%) Degree
2 41 (11.61%) Security Cleared
3 35 (9.92%) DV Cleared
4 28 (7.93%) Numerate Degree
5 27 (7.65%) PhD
6 15 (4.25%) Master's Degree
7 13 (3.68%) Computer Science Degree
8 7 (1.98%) SC Cleared
9 3 (0.85%) CISSP
10 2 (0.57%) CISM
11 1 (0.28%) AWS Certification
11 1 (0.28%) CCNA
11 1 (0.28%) Cisco Certification
11 1 (0.28%) GIAC
11 1 (0.28%) Linux+ Certification
11 1 (0.28%) MCSE
11 1 (0.28%) Microsoft Certification
11 1 (0.28%) Network+ Certification
11 1 (0.28%) SANS
11 1 (0.28%) SSCP
Quality Assurance & Compliance
1 11 (3.12%) Data Quality
2 3 (0.85%) GCP
3 2 (0.57%) SLA
4 1 (0.28%) QA
4 1 (0.28%) Sarbanes-Oxley
System Software
1 94 (26.63%) HDFS
2 62 (17.56%) Apache Flume
3 31 (8.78%) Hyper-V
3 31 (8.78%) VMware Infrastructure
4 25 (7.08%) Docker
5 10 (2.83%) Apache ZooKeeper
6 5 (1.42%) Virtual Machines
6 5 (1.42%) VirtualBox
7 2 (0.57%) Active Directory
7 2 (0.57%) Oracle RAC
8 1 (0.28%) Cronacle
Systems Management
1 70 (19.83%) Oozie
2 29 (8.22%) Ambari
3 21 (5.95%) Ansible
4 16 (4.53%) Hadoop YARN
5 8 (2.27%) Opscode Chef
5 8 (2.27%) Puppet
6 6 (1.70%) Mesos
7 5 (1.42%) Terraform
8 4 (1.13%) Kubernetes
9 2 (0.57%) Docker Swarm
9 2 (0.57%) QRadar
10 1 (0.28%) Control-M
10 1 (0.28%) Ganglia
10 1 (0.28%) Kibana
10 1 (0.28%) Nagios
10 1 (0.28%) Tivoli
Vendors
1 70 (19.83%) Oracle
2 50 (14.16%) Tableau
3 39 (11.05%) Hortonworks
4 31 (8.78%) VMware
5 28 (7.93%) TIBCO
6 26 (7.37%) Cloudera
7 19 (5.38%) Talend
8 15 (4.25%) Teradata
9 12 (3.40%) Informatica
9 12 (3.40%) MapR
10 11 (3.12%) Cognos
11 10 (2.83%) Microsoft
12 8 (2.27%) Splunk
13 7 (1.98%) Alteryx
14 6 (1.70%) Ab Initio
14 6 (1.70%) Netezza
14 6 (1.70%) SAP
15 5 (1.42%) RapidMiner
15 5 (1.42%) Vertica
16 4 (1.13%) IBM
City of London
TDA Group
Salary: £60000 - £80000 per annum + Benefits + Bonus
Posted: 3 days ago
Cardiff, South Glamorgan
IntaPeople
Salary: £35000 - £50000 per annum
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: £45,000 - circa £110,000
Posted: 4 days ago
City, London
ANSON MCCADE
Salary: £45,000 - £85,000 + extensive benefits package
Posted: 4 days ago
Greater Manchester
ANSON MCCADE
Salary: £45,000 - £85,000 + extensive benefits package
Posted: 4 days ago
Edinburgh & Lothians
ANSON MCCADE
Salary: £45,000 - £85,000 + extensive benefits package
Posted: 4 days ago
Chester, Cheshire
Searchability
Salary: £50000 - £60000 per annum + Benefits
Posted: 4 days ago
City, London
ANSON MCCADE
Salary: £70,000 - £110,000 + extensive benefits package
Posted: 4 days ago
Cheltenham, Gloucestershire
Searchability
Salary: £55000 - £75000 per annum + Benefits
Posted: 4 days ago
Manchester, Lancashire
Amsource Technology Ltd
Salary: Up to £70,000 per annum plus benefits
Posted: 6 days ago
Edinburgh
Churchill Frank
Salary: £55000 - £65000 per annum + Benefits
Posted: 7 days ago
London
Worldpay
Posted: 6 days ago
Colchester, Essex
Pure Resourcing Solutions
Salary: £55000 - £65000 per annum
Posted: 5 days ago
Colchester, Essex
Pure Resourcing Solutions
Salary: £40000 - £55000 per annum
Posted: 5 days ago
Colchester, Essex
Cloudscope
Salary: £55k - 65k per year
Posted: 6 days ago
Cambridge
Harvey Nash plc
Salary: £400 - £500 per day
Posted: 16 days ago
Manchester
Cathcart Associates
Salary: £25000 - £45000 per annum + flexible hours, share options
Posted: 25 days ago