Period
to 17 November 2017

The following table provides summary statistics for contract job vacancies advertised in Hampshire with a requirement for Hadoop skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Hadoop over the 6 months to 17 November 2017 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Apache Hadoop
South East > Hampshire
6 months to
17 Nov 2017
Same period 2016 Same period 2015
Rank 92 108 149
Rank change year-on-year +16 +41 +20
Contract jobs citing Hadoop 64 58 40
As % of all contract IT jobs advertised in Hampshire 1.79% 1.49% 0.90%
As % of the Database & Business Intelligence category 10.83% 7.57% 3.68%
Number of daily rates quoted 39 29 27
Hampshire median daily rate £385 £425 £415
Median daily rate % change year-on-year -9.41% +2.41% -16.16%
10th Percentile £250 £315 £363
90th Percentile £555 £630 £565
South East median daily rate £500 £450 £450
% change year-on-year +11.11% - -13.46%
Number of hourly rates quoted 0 0 0
Hampshire median hourly rate - - -
South East median hourly rate £45.00 - £40.00

Hadoop is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Hampshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Hampshire
Contract vacancies with a requirement for database or business intelligence skills 591 766 1087
As % of all contract IT jobs advertised in Hampshire 16.57% 19.67% 24.36%
Number of daily rates quoted 339 486 656
Hampshire median daily rate £375 £375 £375
10th Percentile £250 £275 £277
90th Percentile £501 £488 £521
South East median daily rate £413 £400 £375
% change year-on-year +3.13% +6.67% +7.14%
Number of hourly rates quoted 16 29 30
Hampshire median hourly rate £45.00 £42.50 £38.44
Median hourly rate % change year-on-year +5.88% +10.58% +2.49%
10th Percentile £19.34 £19.15 £11.80
90th Percentile £46.00 £47.50 £50.00
South East median hourly rate £42.50 £27.38 £28.00
% change year-on-year +55.25% -2.23% +25.84%

Hadoop
Job Vacancy Trend in Hampshire

Job postings citing Hadoop as a percentage of all IT jobs advertised in Hampshire.

Job vacancy trend for Hadoop in Hampshire

Hadoop
Contractor Daily Rate Trend in Hampshire

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Hadoop in Hampshire.

Contractor daily rate trend for Hadoop in Hampshire

Hadoop
Contractor Daily Rate Histogram in Hampshire

The daily rate distribution of IT jobs citing Hadoop in Hampshire over the 6 months to 17 November 2017.

Contractor daily rate histogram for Hadoop in Hampshire

Hadoop
Contract Job Locations in Hampshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Hadoop within the Hampshire region over the 6 months to 17 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Hook - 21 £250 -
Winchester +13 6 £405 +10.58%
Southampton +6 6 £575 +31.43%
Farnborough +2 6 £400 -
Fareham 0 1 £425 -29.17%
Portsmouth -1 1 £500 +17.65%
Aldershot - 1 £450 -
Hadoop
South East

For the 6 months to 17 November 2017, IT contractor jobs citing Hadoop 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 Hampshire region with a requirement for Hadoop.

1 42 (65.63%) Linux
2 39 (60.94%) Unix
3 38 (59.38%) Kafka
4 37 (57.81%) HDFS
4 37 (57.81%) HBase
4 37 (57.81%) Big Data
5 35 (54.69%) Apache Spark
6 33 (51.56%) SQL
7 31 (48.44%) Apache Hive
8 28 (43.75%) Agile Software Development
9 25 (39.06%) Red Hat
9 25 (39.06%) MapReduce
10 24 (37.50%) Java
10 24 (37.50%) Jenkins
11 22 (34.38%) Apache
11 22 (34.38%) JSON
12 21 (32.81%) Git (software)
12 21 (32.81%) Apache ZooKeeper
12 21 (32.81%) Hadoop YARN
13 20 (31.25%) System Testing
13 20 (31.25%) Unit Testing
13 20 (31.25%) ETL
13 20 (31.25%) J2EE
13 20 (31.25%) Middleware
13 20 (31.25%) TDD
13 20 (31.25%) Spring
14 19 (29.69%) IBM
15 18 (28.13%) Benchmarking
15 18 (28.13%) Shell Script
15 18 (28.13%) Telecoms

Hadoop
Co-occurring IT Skills in Hampshire 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 35 (54.69%) Apache Spark
2 22 (34.38%) Apache
3 15 (23.44%) Cloud Foundry
4 13 (20.31%) GemFire
4 13 (20.31%) Tomcat
5 5 (7.81%) Oracle SOA Suite
6 2 (3.13%) WebSphere
7 1 (1.56%) Apache Pig
7 1 (1.56%) Apache Solr
7 1 (1.56%) Jupyter
Applications
1 5 (7.81%) SPSS
Business Applications
1 5 (7.81%) Oracle BPM
Cloud Services
1 18 (28.13%) GitHub
1 18 (28.13%) PaaS
2 6 (9.38%) Amazon AWS
3 3 (4.69%) IaaS
3 3 (4.69%) SaaS
4 1 (1.56%) Amazon S3
4 1 (1.56%) Google Cloud Platform
Communications & Networking
1 2 (3.13%) HTTP
Database & Business Intelligence
1 37 (57.81%) Big Data
1 37 (57.81%) HBase
2 31 (48.44%) Apache Hive
3 16 (25.00%) IBM BigInsights
3 16 (25.00%) Sqoop
4 13 (20.31%) OLTP
5 7 (10.94%) Oracle Database
6 5 (7.81%) DB2
6 5 (7.81%) Parquet
6 5 (7.81%) PostgreSQL
7 3 (4.69%) Oracle BI EE
8 1 (1.56%) Amazon Redshift
8 1 (1.56%) BigQuery
8 1 (1.56%) Data Lake
8 1 (1.56%) Data Warehouse
8 1 (1.56%) Impala
8 1 (1.56%) Mahout
8 1 (1.56%) MongoDB
8 1 (1.56%) NoSQL
Development Applications
1 24 (37.50%) Jenkins
2 21 (32.81%) Git (software)
3 18 (28.13%) Gradle
4 13 (20.31%) IntelliJ
4 13 (20.31%) JUnit
5 12 (18.75%) Team Foundation Server
6 5 (7.81%) Bitbucket
6 5 (7.81%) JIRA
7 2 (3.13%) Cucumber
General
1 18 (28.13%) Telecoms
2 4 (6.25%) Finance
3 1 (1.56%) Retail
Job Titles
1 25 (39.06%) Developer
2 18 (28.13%) Java Developer
3 13 (20.31%) Big Data Developer
4 12 (18.75%) Administrator
5 11 (17.19%) Hadoop Administrator
6 6 (9.38%) Architect
6 6 (9.38%) Data Architect
7 4 (6.25%) Big Data Architect
7 4 (6.25%) Cloud Architect
8 3 (4.69%) Analyst
8 3 (4.69%) Business Analyst
8 3 (4.69%) Business Intelligence Analyst
8 3 (4.69%) Business Intelligence Business Analyst
8 3 (4.69%) Hadoop Architect
8 3 (4.69%) Hadoop Developer
8 3 (4.69%) Hadoop Engineer
8 3 (4.69%) IT Architect
8 3 (4.69%) IT Security Architect
8 3 (4.69%) Security Architect
8 3 (4.69%) Support Engineer
Libraries, Frameworks & Software Standards
1 38 (59.38%) Kafka
2 22 (34.38%) JSON
3 20 (31.25%) J2EE
3 20 (31.25%) Middleware
3 20 (31.25%) Spring
4 15 (23.44%) RESTful
5 13 (20.31%) Apache Camel
5 13 (20.31%) Spark Streaming
5 13 (20.31%) Spring Boot
5 13 (20.31%) Spring Integration
6 9 (14.06%) RabbitMQ
7 7 (10.94%) REST
8 5 (7.81%) ActiveMQ
8 5 (7.81%) Apache Avro
9 2 (3.13%) Oracle GoldenGate
9 2 (3.13%) XML
10 1 (1.56%) Apache Drill
10 1 (1.56%) Bokeh
10 1 (1.56%) PyMC3
10 1 (1.56%) scikit-learn
Miscellaneous
1 18 (28.13%) Linux Command Line
1 18 (28.13%) Virtual Team
2 13 (20.31%) Replication
3 2 (3.13%) Greenfield Project
Operating Systems
1 42 (65.63%) Linux
2 39 (60.94%) Unix
3 15 (23.44%) Red Hat Enterprise Linux
4 14 (21.88%) Ubuntu
5 2 (3.13%) Debian
Processes & Methodologies
1 28 (43.75%) Agile Software Development
2 25 (39.06%) MapReduce
3 20 (31.25%) ETL
3 20 (31.25%) System Testing
3 20 (31.25%) TDD
3 20 (31.25%) Unit Testing
4 18 (28.13%) Benchmarking
5 15 (23.44%) Acceptance Criteria
5 15 (23.44%) Performance Tuning
5 15 (23.44%) Scrum
6 14 (21.88%) Validation
7 13 (20.31%) User Stories
8 12 (18.75%) Resource Allocation
9 8 (12.50%) DevOps
10 7 (10.94%) BDD
10 7 (10.94%) Continuous Integration
11 6 (9.38%) Runbook
12 5 (7.81%) Business Analysis
12 5 (7.81%) Data Modelling
12 5 (7.81%) Migration
Programming Languages
1 33 (51.56%) SQL
2 24 (37.50%) Java
3 18 (28.13%) Shell Script
4 5 (7.81%) Python
5 3 (4.69%) Scala
6 2 (3.13%) R
Qualifications
1 16 (25.00%) Degree
2 12 (18.75%) SC Cleared
2 12 (18.75%) Security Cleared
3 2 (3.13%) ISTQB
Quality Assurance & Compliance
1 14 (21.88%) QA
System Software
1 37 (57.81%) HDFS
2 21 (32.81%) Apache ZooKeeper
3 17 (26.56%) Apache Flume
Systems Management
1 21 (32.81%) Hadoop YARN
2 17 (26.56%) Ambari
3 12 (18.75%) Control-M
4 5 (7.81%) Netcool
4 5 (7.81%) Puppet
4 5 (7.81%) Tivoli
4 5 (7.81%) Tivoli Monitoring
4 5 (7.81%) ZABBIX
5 2 (3.13%) Data Guard
6 1 (1.56%) Ansible
6 1 (1.56%) Oozie
Vendors
1 25 (39.06%) Red Hat
2 19 (29.69%) IBM
3 7 (10.94%) Cloudera
3 7 (10.94%) Oracle
4 5 (7.81%) Cognos
4 5 (7.81%) ILOG
5 3 (4.69%) Netezza
6 2 (3.13%) Tableau
7 1 (1.56%) Atlassian
7 1 (1.56%) Google
7 1 (1.56%) Hortonworks
7 1 (1.56%) MapR