Period
to 17 July 2018

The following table provides summary statistics for permanent job vacancies advertised in Hampshire with a requirement for Hadoop skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Hadoop over the 6 months to 17 July 2018 with a comparison to the same period in the previous 2 years.

Apache Hadoop
South East > Hampshire
6 months to
17 Jul 2018
Same period 2017 Same period 2016
Rank 178 178 213
Rank change year-on-year 0 +35 +49
Permanent jobs citing Hadoop 89 71 66
As % of all permanent IT jobs advertised in Hampshire 1.34% 1.18% 0.95%
As % of the Database & Business Intelligence category 4.72% 3.72% 2.73%
Number of salaries quoted 48 66 54
Hampshire median annual salary £67,500 £57,500 £50,000
Median salary % change year-on-year +17.39% +15.00% -3.85%
10th Percentile £31,775 £32,000 £27,875
90th Percentile £75,000 £78,750 £72,500
South East median annual salary £57,500 £55,000 £55,000
% change year-on-year +4.55% - +10.00%

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

All Database and Business Intelligence Skills
Hampshire
Permanent vacancies with a requirement for database or business intelligence skills 1,887 1,909 2,415
As % of all permanent IT jobs advertised in Hampshire 28.35% 31.75% 34.84%
Number of salaries quoted 1,562 1,733 2,210
Hampshire median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% -
10th Percentile £29,250 £26,250 £26,250
90th Percentile £65,000 £63,750 £58,750
South East median annual salary £45,500 £45,000 £45,000
% change year-on-year +1.11% - +5.88%

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
Salary Trend in Hampshire

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

Salary trend for Hadoop in Hampshire

Hadoop
Salary Histogram in Hampshire

The salary distribution of IT jobs citing Hadoop in Hampshire over the 6 months to 17 July 2018.

Salary histogram for Hadoop in Hampshire

Hadoop
Job Locations in Hampshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Hadoop within the Hampshire region over the 6 months to 17 July 2018. 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Southampton +1 22 £30,500 -44.55% 3
Farnborough +3 21 £40,000 -5.88%
Basingstoke -21 14 £67,500 +42.11% 1
Aldershot +1 11 £70,000 -9.68%
Fareham +8 6 £63,750 +20.97% 1
Portsmouth +5 5 £58,000 +132.00% 1
Romsey - 4 - -
Hadoop
South East

For the 6 months to 17 July 2018, IT jobs citing Hadoop also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Hampshire region with a requirement for Hadoop.

1 69 (77.53%) Big Data
2 44 (49.44%) Java
3 35 (39.33%) J2EE
4 30 (33.71%) Apache Spark
5 27 (30.34%) Agile Software Development
6 25 (28.09%) Oracle
7 21 (23.60%) Software Engineering
8 20 (22.47%) DevOps
8 20 (22.47%) NoSQL
9 19 (21.35%) Degree
9 19 (21.35%) Computer Science
10 18 (20.22%) TOGAF
10 18 (20.22%) Linux
10 18 (20.22%) Analytics
11 16 (17.98%) SaaS
11 16 (17.98%) Docker
11 16 (17.98%) SDLC
11 16 (17.98%) Python
11 16 (17.98%) SOA
11 16 (17.98%) Migration
12 15 (16.85%) Project Management
12 15 (16.85%) C++
12 15 (16.85%) Greenfield Project
12 15 (16.85%) PaaS
12 15 (16.85%) AngularJS
12 15 (16.85%) Machine Learning
13 14 (15.73%) Amazon AWS
13 14 (15.73%) SQL
13 14 (15.73%) Data Modelling
13 14 (15.73%) Enterprise Architecture

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 30 (33.71%) Apache Spark
2 12 (13.48%) Apache
3 11 (12.36%) CMS
4 7 (7.87%) Elasticsearch
5 6 (6.74%) Apache Pig
6 4 (4.49%) Apache Solr
7 3 (3.37%) Jupyter
8 2 (2.25%) Confluence
8 2 (2.25%) SAS
8 2 (2.25%) WebSphere
8 2 (2.25%) Zimbra
Applications
1 2 (2.25%) Microsoft Office
Cloud Services
1 16 (17.98%) SaaS
2 15 (16.85%) PaaS
3 14 (15.73%) Amazon AWS
4 13 (14.61%) Microsoft Azure
5 12 (13.48%) IaaS
6 4 (4.49%) Cortana Intelligence Suite
6 4 (4.49%) Google Cloud Platform
7 2 (2.25%) Amazon EMR
7 2 (2.25%) Amazon Kinesis
7 2 (2.25%) Azure Machine Learning
7 2 (2.25%) Serverless
Communications & Networking
1 11 (12.36%) Software-Defined Networking
2 2 (2.25%) ATM
2 2 (2.25%) IPsec
2 2 (2.25%) SAN
2 2 (2.25%) SSL
2 2 (2.25%) TCP/IP
2 2 (2.25%) VPN
3 1 (1.12%) DAB
Database & Business Intelligence
1 69 (77.53%) Big Data
2 20 (22.47%) NoSQL
3 13 (14.61%) MongoDB
4 12 (13.48%) Data Warehouse
5 11 (12.36%) Oracle Exadata
5 11 (12.36%) SAP HANA
6 8 (8.99%) Apache Cassandra
6 8 (8.99%) Apache Hive
7 5 (5.62%) Azure SQL Data Warehouse
7 5 (5.62%) Azure SQL Database
7 5 (5.62%) Cosmos DB
7 5 (5.62%) Data Lake
8 4 (4.49%) Flink
8 4 (4.49%) Geospatial Data
8 4 (4.49%) PostgreSQL
8 4 (4.49%) SQL Server
9 3 (3.37%) Amazon RDS
9 3 (3.37%) MySQL
9 3 (3.37%) Sqoop
10 2 (2.25%) Oracle ODI
Development Applications
1 9 (10.11%) Eclipse
1 9 (10.11%) JUnit
1 9 (10.11%) Subversion
2 2 (2.25%) JIRA
2 2 (2.25%) Visual Studio
2 2 (2.25%) Visual Studio Team System
General
1 13 (14.61%) Marketing
2 4 (4.49%) Finance
2 4 (4.49%) Retail
3 2 (2.25%) Banking
3 2 (2.25%) Telecoms
4 1 (1.12%) Financial Institution
Job Titles
1 32 (35.96%) Developer
2 25 (28.09%) Architect
2 25 (28.09%) Java Developer
3 14 (15.73%) 2nd Line Support
4 12 (13.48%) Applications Support
4 12 (13.48%) Senior Developer
5 11 (12.36%) Enterprise Architect
5 11 (12.36%) Senior Java Developer
6 8 (8.99%) Data Architect
6 8 (8.99%) Data Engineer
7 6 (6.74%) Graduate
7 6 (6.74%) Solutions Architect
8 5 (5.62%) Big Data Architect
8 5 (5.62%) Big Data Engineer
9 4 (4.49%) Data Science Engineer
9 4 (4.49%) Data Science Graduate
10 3 (3.37%) Analyst
10 3 (3.37%) Azure Architect
10 3 (3.37%) Hadoop Engineer
10 3 (3.37%) Software Engineer
Libraries, Frameworks & Software Standards
1 35 (39.33%) J2EE
2 15 (16.85%) AngularJS
3 13 (14.61%) .NET
4 12 (13.48%) Spring
5 11 (12.36%) .NET Framework
5 11 (12.36%) XML
6 9 (10.11%) SWT
7 7 (7.87%) Kafka
7 7 (7.87%) TensorFlow
8 6 (6.74%) HTML
9 4 (4.49%) CSS
9 4 (4.49%) D3.js
9 4 (4.49%) JSON
9 4 (4.49%) Keras
9 4 (4.49%) NumPy
9 4 (4.49%) REST
9 4 (4.49%) scikit-learn
9 4 (4.49%) SciPy
9 4 (4.49%) Web Services
10 3 (3.37%) Elastic Stack
Miscellaneous
1 19 (21.35%) Computer Science
2 15 (16.85%) Greenfield Project
3 13 (14.61%) Data Centre
4 11 (12.36%) Enterprise Software
4 11 (12.36%) Management Information System
4 11 (12.36%) Mobile App
5 3 (3.37%) User Experience
6 2 (2.25%) Analytical Skills
6 2 (2.25%) Public Cloud
6 2 (2.25%) Video on Demand
7 1 (1.12%) e-Learning
7 1 (1.12%) Self-Motivation
7 1 (1.12%) Video\Live Streaming
Operating Systems
1 18 (20.22%) Linux
2 11 (12.36%) Unix
2 11 (12.36%) Windows
3 9 (10.11%) Mac OS
4 2 (2.25%) CentOS
4 2 (2.25%) Red Hat Enterprise Linux
Processes & Methodologies
1 27 (30.34%) Agile Software Development
2 21 (23.60%) Software Engineering
3 20 (22.47%) DevOps
4 18 (20.22%) Analytics
4 18 (20.22%) TOGAF
5 16 (17.98%) Migration
5 16 (17.98%) SDLC
5 16 (17.98%) SOA
6 15 (16.85%) Machine Learning
6 15 (16.85%) Project Management
7 14 (15.73%) Data Modelling
7 14 (15.73%) Enterprise Architecture
8 13 (14.61%) Master Data Management
8 13 (14.61%) Microservices
9 11 (12.36%) Business Process Modelling
9 11 (12.36%) Content Management
9 11 (12.36%) Continuous Improvement
9 11 (12.36%) IT Strategy
9 11 (12.36%) Open Source
9 11 (12.36%) Service Delivery
Programming Languages
1 44 (49.44%) Java
2 16 (17.98%) Python
3 15 (16.85%) C++
4 14 (15.73%) SQL
5 6 (6.74%) JavaScript
6 4 (4.49%) C
6 4 (4.49%) Clojure
6 4 (4.49%) Ruby
6 4 (4.49%) Scala
7 3 (3.37%) Shell Script
8 2 (2.25%) Bash Shell
8 2 (2.25%) Go
8 2 (2.25%) Perl
8 2 (2.25%) PL/SQL
9 1 (1.12%) C#
Qualifications
1 19 (21.35%) Degree
2 13 (14.61%) Computer Science Degree
3 10 (11.24%) Security Cleared
4 5 (5.62%) SC Cleared
5 1 (1.12%) Master's Degree
5 1 (1.12%) Numerate Degree
5 1 (1.12%) TOGAF Certification
Quality Assurance & Compliance
1 2 (2.25%) Data Quality
1 2 (2.25%) GCP
2 1 (1.12%) PA-DSS
2 1 (1.12%) PCI DSS
System Software
1 16 (17.98%) Docker
2 11 (12.36%) Virtual Desktop
3 2 (2.25%) Apache Flume
3 2 (2.25%) HDFS
3 2 (2.25%) vCloud
3 2 (2.25%) VMware Infrastructure
3 2 (2.25%) vSphere
Systems Management
1 10 (11.24%) Kubernetes
2 4 (4.49%) Opscode Chef
2 4 (4.49%) Puppet
3 3 (3.37%) Kibana
3 3 (3.37%) logstash
3 3 (3.37%) Oozie
3 3 (3.37%) Terraform
Vendors
1 25 (28.09%) Oracle
2 13 (14.61%) SAP
3 8 (8.99%) Microsoft
4 5 (5.62%) Databricks
5 2 (2.25%) AppDynamics
5 2 (2.25%) Cisco
5 2 (2.25%) Google
5 2 (2.25%) IBM
5 2 (2.25%) VMware
6 1 (1.12%) Apigee
6 1 (1.12%) ESRI
6 1 (1.12%) MuleSoft