Period
to 16 January 2019

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 16 January 2019 with a comparison to the same period in the previous 2 years.

Apache Hadoop
South East > Hampshire
6 months to
16 Jan 2019
Same period 2018 Same period 2017
Rank 141 200 199
Rank change year-on-year +59 -1 +20
Permanent jobs citing Hadoop 113 73 57
As % of all permanent IT jobs advertised in Hampshire 1.79% 1.06% 0.92%
As % of the Database & Business Intelligence category 5.59% 3.11% 2.98%
Number of salaries quoted 82 45 56
Hampshire median annual salary £67,500 £52,700 £52,500
Median salary % change year-on-year +28.08% +0.38% +5.00%
10th Percentile £45,000 £27,500 £36,250
90th Percentile £77,500 £81,500 £85,000
South East median annual salary £62,500 £59,000 £55,000
% change year-on-year +5.93% +7.27% -

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 2,021 2,345 1,910
As % of all permanent IT jobs advertised in Hampshire 31.96% 34.19% 30.78%
Number of salaries quoted 1,747 2,074 1,711
Hampshire median annual salary £45,000 £40,000 £40,000
Median salary % change year-on-year +12.50% - -4.02%
10th Percentile £27,500 £26,750 £26,750
90th Percentile £67,500 £61,250 £61,250
South East median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +2.27%

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 16 January 2019.

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 16 January 2019. 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
Fareham +50 47 £75,000 +42.32% 2
Basingstoke +3 16 £67,500 +8.00% 1
Southampton +4 13 £67,500 +125.00% 2
Farnborough +2 10 £50,000 +53.85%
Havant +16 9 £45,000 -47.06%
Portsmouth +11 4 £57,500 -0.86% 4
Aldershot -5 2 £70,000 +16.67%
Andover - 1 £75,000 -
Fleet - 1 £85,000 -
Hadoop
South East

For the 6 months to 16 January 2019, 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 65 (57.52%) Java
2 62 (54.87%) NoSQL
3 56 (49.56%) Software Engineering
4 49 (43.36%) Big Data
5 42 (37.17%) Apache Spark
6 37 (32.74%) Apache Cassandra
7 36 (31.86%) Telecoms
8 35 (30.97%) Agile Software Development
8 35 (30.97%) Video on Demand
9 29 (25.66%) Analytics
10 28 (24.78%) MongoDB
11 24 (21.24%) Oracle
11 24 (21.24%) Artificial Intelligence
12 22 (19.47%) TOGAF
13 21 (18.58%) J2EE
14 20 (17.70%) SOA
14 20 (17.70%) DevOps
15 19 (16.81%) Machine Learning
16 18 (15.93%) Kafka
16 18 (15.93%) Python
17 17 (15.04%) Enterprise Architecture
17 17 (15.04%) Jenkins
17 17 (15.04%) SaaS
18 16 (14.16%) Mentoring
18 16 (14.16%) SDLC
19 15 (13.27%) PaaS
19 15 (13.27%) Amazon AWS
20 14 (12.39%) Microsoft Azure
20 14 (12.39%) SQL
21 13 (11.50%) Apache

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 42 (37.17%) Apache Spark
2 13 (11.50%) Apache
3 9 (7.96%) CMS
4 8 (7.08%) Elasticsearch
4 8 (7.08%) Jupyter
5 2 (1.77%) Cloud Foundry
5 2 (1.77%) JBoss
5 2 (1.77%) SAS
5 2 (1.77%) SharePoint
6 1 (0.88%) Apache Pig
6 1 (0.88%) Apache Solr
6 1 (0.88%) GemFire
6 1 (0.88%) Tomcat
Applications
1 1 (0.88%) SPSS
Cloud Services
1 17 (15.04%) SaaS
2 15 (13.27%) Amazon AWS
2 15 (13.27%) PaaS
3 14 (12.39%) Microsoft Azure
4 13 (11.50%) IaaS
5 5 (4.42%) Google Cloud Platform
6 4 (3.54%) Apigee
7 2 (1.77%) Azure Machine Learning
7 2 (1.77%) Cortana Intelligence Suite
7 2 (1.77%) GitHub
8 1 (0.88%) Azure Data Factory
8 1 (0.88%) Azure Functions
8 1 (0.88%) Serverless
Communications & Networking
1 9 (7.96%) Software-Defined Networking
2 4 (3.54%) DAB
Database & Business Intelligence
1 62 (54.87%) NoSQL
2 49 (43.36%) Big Data
3 37 (32.74%) Apache Cassandra
4 28 (24.78%) MongoDB
5 9 (7.96%) Oracle Exadata
5 9 (7.96%) SAP HANA
6 7 (6.19%) Data Warehouse
7 4 (3.54%) Amazon RDS
7 4 (3.54%) Apache Hive
7 4 (3.54%) Oracle Database
7 4 (3.54%) Oracle Database 11g
8 3 (2.65%) Data Lake
8 3 (2.65%) SQL Server
8 3 (2.65%) SQL Server 2016
9 2 (1.77%) Cosmos DB
9 2 (1.77%) Geospatial Data
9 2 (1.77%) HBase
9 2 (1.77%) MySQL
9 2 (1.77%) RDBMS
9 2 (1.77%) Relational Database
Development Applications
1 17 (15.04%) Jenkins
2 12 (10.62%) Maven
3 6 (5.31%) Eclipse
4 5 (4.42%) Git (software)
4 5 (4.42%) JIRA
5 2 (1.77%) Gradle
5 2 (1.77%) Visual Studio
6 1 (0.88%) JUnit
6 1 (0.88%) Visual Studio Team System
General
1 36 (31.86%) Telecoms
2 13 (11.50%) Marketing
3 12 (10.62%) Military
4 5 (4.42%) Finance
5 4 (3.54%) Financial Institution
6 1 (0.88%) Advertising
6 1 (0.88%) Local Government
Job Titles
1 49 (43.36%) Software Engineer
2 31 (27.43%) Architect
3 20 (17.70%) Lead Software Engineer
4 14 (12.39%) Developer
5 12 (10.62%) Java Developer
6 11 (9.73%) Data Architect
7 9 (7.96%) Enterprise Architect
7 9 (7.96%) Java Engineer
7 9 (7.96%) Java Software Engineer
8 7 (6.19%) Artificial Intelligence Architect
8 7 (6.19%) Data Engineer
8 7 (6.19%) Senior Developer
8 7 (6.19%) Senior Java Developer
9 6 (5.31%) Solutions Architect
10 5 (4.42%) 2nd Line Support
10 5 (4.42%) Big Data Architect
10 5 (4.42%) DevOps Engineer
10 5 (4.42%) Senior Architect
11 4 (3.54%) Big Data Engineer
11 4 (3.54%) Senior Data Architect
Libraries, Frameworks & Software Standards
1 21 (18.58%) J2EE
2 18 (15.93%) Kafka
3 12 (10.62%) JSF
4 11 (9.73%) Java EE 5
4 11 (9.73%) JSON
4 11 (9.73%) Spring
5 10 (8.85%) .NET
6 9 (7.96%) .NET Framework
7 8 (7.08%) Elastic Stack
7 8 (7.08%) Natural Language Processing
7 8 (7.08%) TensorFlow
7 8 (7.08%) XML
8 6 (5.31%) Drools
8 6 (5.31%) HTML
9 5 (4.42%) Hibernate
10 3 (2.65%) Apache NiFi
11 2 (1.77%) Django
11 2 (1.77%) Middleware
11 2 (1.77%) Node.js
11 2 (1.77%) Ruby on Rails
Miscellaneous
1 35 (30.97%) Video on Demand
2 10 (8.85%) Management Information System
3 9 (7.96%) Data Centre
3 9 (7.96%) Enterprise Software
3 9 (7.96%) Mobile App
4 8 (7.08%) Greenfield Project
5 5 (4.42%) User Experience
6 2 (1.77%) Linux Command Line
6 2 (1.77%) Virtual Team
7 1 (0.88%) Analytical Skills
7 1 (0.88%) Driving Licence
7 1 (0.88%) Reference Data
7 1 (0.88%) Replication
Operating Systems
1 12 (10.62%) Linux
2 3 (2.65%) Unix
3 1 (0.88%) Red Hat Enterprise Linux
Processes & Methodologies
1 56 (49.56%) Software Engineering
2 35 (30.97%) Agile Software Development
3 29 (25.66%) Analytics
4 24 (21.24%) Artificial Intelligence
5 22 (19.47%) TOGAF
6 20 (17.70%) DevOps
6 20 (17.70%) SOA
7 19 (16.81%) Machine Learning
8 17 (15.04%) Enterprise Architecture
9 16 (14.16%) Mentoring
9 16 (14.16%) SDLC
10 13 (11.50%) Microservices
10 13 (11.50%) Open Source
10 13 (11.50%) Programme Management
11 12 (10.62%) Data Science
11 12 (10.62%) UML
12 11 (9.73%) Computer Science
12 11 (9.73%) Configuration Management
13 10 (8.85%) Continuous Integration
13 10 (8.85%) Data Architecture
Programming Languages
1 65 (57.52%) Java
2 18 (15.93%) Python
3 14 (12.39%) SQL
4 12 (10.62%) Java 8
5 11 (9.73%) C
6 8 (7.08%) Go
6 8 (7.08%) Ruby
7 7 (6.19%) C++
8 4 (3.54%) Scala
8 4 (3.54%) Shell Script
9 3 (2.65%) R
10 2 (1.77%) C#
10 2 (1.77%) Perl
11 1 (0.88%) F#
11 1 (0.88%) JavaScript
Qualifications
1 12 (10.62%) Degree
2 11 (9.73%) BPSS Clearance
3 10 (8.85%) Computer Science Degree
4 6 (5.31%) SC Cleared
4 6 (5.31%) Security Cleared
5 4 (3.54%) Master's Degree
Quality Assurance & Compliance
1 4 (3.54%) PA-DSS
1 4 (3.54%) PCI DSS
2 2 (1.77%) QA
System Software
1 13 (11.50%) Docker
2 9 (7.96%) Virtual Desktop
3 2 (1.77%) Apache ZooKeeper
3 2 (1.77%) HDFS
Systems Management
1 8 (7.08%) Kibana
1 8 (7.08%) logstash
2 5 (4.42%) Kubernetes
2 5 (4.42%) Puppet
3 3 (2.65%) Ansible
4 2 (1.77%) Opscode Chef
5 1 (0.88%) Hadoop YARN
5 1 (0.88%) Terraform
Vendors
1 24 (21.24%) Oracle
2 9 (7.96%) SAP
3 7 (6.19%) Cloudera
4 5 (4.42%) Hortonworks
4 5 (4.42%) Microsoft
5 4 (3.54%) Google
5 4 (3.54%) MuleSoft
6 2 (1.77%) Databricks
7 1 (0.88%) Red Hat