Period
to 16 October 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 16 October 2018 with a comparison to the same period in the previous 2 years.

Apache Hadoop
South East > Hampshire
6 months to
16 Oct 2018
Same period 2017 Same period 2016
Rank 169 170 193
Rank change year-on-year +1 +23 +57
Permanent jobs citing Hadoop 101 75 77
As % of all permanent IT jobs advertised in Hampshire 1.52% 1.31% 1.15%
As % of the Database & Business Intelligence category 5.27% 4.09% 3.34%
Number of salaries quoted 61 64 73
Hampshire median annual salary £67,500 £58,750 £50,000
Median salary % change year-on-year +14.89% +17.50% -2.91%
10th Percentile £49,750 £32,875 £36,250
90th Percentile £80,000 £78,750 £72,500
South East median annual salary £60,000 £55,000 £52,500
% change year-on-year +9.09% +4.76% +3.96%

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 1,915 1,833 2,308
As % of all permanent IT jobs advertised in Hampshire 28.78% 32.11% 34.45%
Number of salaries quoted 1,598 1,619 2,097
Hampshire median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% -1.84%
10th Percentile £29,250 £26,250 £26,750
90th Percentile £70,000 £63,150 £60,000
South East median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +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 16 October 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 16 October 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
Basingstoke -6 29 £67,500 +22.73% 3
Fareham +11 26 £75,000 +42.32% 2
Farnborough +4 16 £50,000 +33.33%
Southampton -12 15 £57,750 +0.43%
Aldershot -8 4 £70,000 +16.67%
Portsmouth - 4 - - 3
Fleet - 1 £85,000 -
Hadoop
South East

For the 6 months to 16 October 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 65 (64.36%) Big Data
2 40 (39.60%) NoSQL
3 37 (36.63%) Java
3 37 (36.63%) TOGAF
4 36 (35.64%) Apache Spark
5 35 (34.65%) J2EE
5 35 (34.65%) SOA
6 34 (33.66%) Agile Software Development
7 32 (31.68%) Oracle
8 29 (28.71%) Enterprise Architecture
8 29 (28.71%) SaaS
9 26 (25.74%) PaaS
10 25 (24.75%) Microservices
10 25 (24.75%) SDLC
11 24 (23.76%) DevOps
11 24 (23.76%) Project Management
12 23 (22.77%) Software Engineering
12 23 (22.77%) Migration
13 22 (21.78%) .NET
14 21 (20.79%) Marketing
14 21 (20.79%) Analytics
14 21 (20.79%) IaaS
14 21 (20.79%) Master Data Management
14 21 (20.79%) Apache Cassandra
15 19 (18.81%) Continuous Improvement
15 19 (18.81%) Oracle Exadata
15 19 (18.81%) SAP HANA
15 19 (18.81%) Mobile App
15 19 (18.81%) Enterprise Software
15 19 (18.81%) Software-Defined Networking

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 36 (35.64%) Apache Spark
2 19 (18.81%) Apache
2 19 (18.81%) CMS
3 11 (10.89%) Elasticsearch
3 11 (10.89%) Jupyter
4 5 (4.95%) Apache Solr
5 4 (3.96%) Apache Pig
6 2 (1.98%) Cloud Foundry
6 2 (1.98%) JBoss
6 2 (1.98%) WebSphere
7 1 (0.99%) GemFire
7 1 (0.99%) Tomcat
Applications
1 2 (1.98%) Microsoft Office
Cloud Services
1 29 (28.71%) SaaS
2 26 (25.74%) PaaS
3 21 (20.79%) IaaS
4 15 (14.85%) Amazon AWS
5 14 (13.86%) Microsoft Azure
6 5 (4.95%) Cortana Intelligence Suite
6 5 (4.95%) Google Cloud Platform
7 3 (2.97%) Azure Functions
7 3 (2.97%) Azure Machine Learning
7 3 (2.97%) Serverless
8 2 (1.98%) Amazon Kinesis
8 2 (1.98%) GitHub
Communications & Networking
1 19 (18.81%) Software-Defined Networking
2 5 (4.95%) DAB
3 2 (1.98%) ATM
Database & Business Intelligence
1 65 (64.36%) Big Data
2 40 (39.60%) NoSQL
3 21 (20.79%) Apache Cassandra
4 19 (18.81%) Oracle Exadata
4 19 (18.81%) SAP HANA
5 18 (17.82%) MongoDB
6 12 (11.88%) Data Warehouse
7 7 (6.93%) Apache Hive
8 6 (5.94%) Azure SQL Data Warehouse
8 6 (5.94%) Azure SQL Database
8 6 (5.94%) Data Lake
9 5 (4.95%) Cosmos DB
9 5 (4.95%) Geospatial Data
10 4 (3.96%) Amazon RDS
11 3 (2.97%) Sqoop
12 2 (1.98%) HBase
12 2 (1.98%) Oracle Database
12 2 (1.98%) Oracle Database 11g
12 2 (1.98%) Oracle ODI
12 2 (1.98%) Relational Database
Development Applications
1 4 (3.96%) Eclipse
1 4 (3.96%) JUnit
2 3 (2.97%) Subversion
2 3 (2.97%) Visual Studio
2 3 (2.97%) Visual Studio Team System
3 2 (1.98%) Git (software)
3 2 (1.98%) Gradle
3 2 (1.98%) Jenkins
General
1 21 (20.79%) Marketing
2 16 (15.84%) Telecoms
3 5 (4.95%) Finance
4 3 (2.97%) Retail
5 2 (1.98%) Banking
5 2 (1.98%) Financial Institution
6 1 (0.99%) Advertising
Job Titles
1 47 (46.53%) Architect
2 21 (20.79%) Developer
3 19 (18.81%) Enterprise Architect
4 16 (15.84%) Java Developer
5 15 (14.85%) Software Engineer
6 12 (11.88%) Solutions Architect
7 11 (10.89%) Data Architect
8 9 (8.91%) Artificial Intelligence Architect
9 8 (7.92%) Senior Developer
9 8 (7.92%) Senior Java Developer
10 7 (6.93%) 2nd Line Support
10 7 (6.93%) Big Data Architect
10 7 (6.93%) Data Engineer
11 5 (4.95%) Big Data Engineer
11 5 (4.95%) Big Data Solutions Architect
11 5 (4.95%) Lead Software Engineer
12 4 (3.96%) Applications Support
12 4 (3.96%) Consultant
13 3 (2.97%) SaaS Architect
13 3 (2.97%) Senior Architect
Libraries, Frameworks & Software Standards
1 35 (34.65%) J2EE
2 22 (21.78%) .NET
3 19 (18.81%) .NET Framework
4 11 (10.89%) Elastic Stack
4 11 (10.89%) Natural Language Processing
4 11 (10.89%) TensorFlow
5 10 (9.90%) JSON
5 10 (9.90%) Kafka
6 9 (8.91%) Spring
7 8 (7.92%) XML
8 4 (3.96%) HTML
8 4 (3.96%) REST
9 3 (2.97%) AngularJS
9 3 (2.97%) GeoJSON
9 3 (2.97%) RabbitMQ
9 3 (2.97%) SAML
9 3 (2.97%) SWT
10 2 (1.98%) Middleware
11 1 (0.99%) SOAP
11 1 (0.99%) Web Services
Miscellaneous
1 19 (18.81%) Data Centre
1 19 (18.81%) Enterprise Software
1 19 (18.81%) Management Information System
1 19 (18.81%) Mobile App
2 15 (14.85%) Video on Demand
3 11 (10.89%) Greenfield Project
4 10 (9.90%) Computer Science
5 6 (5.94%) User Experience
6 2 (1.98%) Linux Command Line
6 2 (1.98%) Virtual Team
7 1 (0.99%) e-Learning
7 1 (0.99%) Public Cloud
7 1 (0.99%) Replication
7 1 (0.99%) Self-Motivation
7 1 (0.99%) Video\Live Streaming
Operating Systems
1 11 (10.89%) Linux
2 8 (7.92%) Unix
3 3 (2.97%) Mac OS
3 3 (2.97%) Windows
4 1 (0.99%) Red Hat Enterprise Linux
Processes & Methodologies
1 37 (36.63%) TOGAF
2 35 (34.65%) SOA
3 34 (33.66%) Agile Software Development
4 29 (28.71%) Enterprise Architecture
5 25 (24.75%) Microservices
5 25 (24.75%) SDLC
6 24 (23.76%) DevOps
6 24 (23.76%) Project Management
7 23 (22.77%) Migration
7 23 (22.77%) Software Engineering
8 21 (20.79%) Analytics
8 21 (20.79%) Master Data Management
9 19 (18.81%) Business Process Modelling
9 19 (18.81%) Content Management
9 19 (18.81%) Continuous Improvement
9 19 (18.81%) CRM
9 19 (18.81%) Information Security
9 19 (18.81%) IT Strategy
9 19 (18.81%) Programme Management
9 19 (18.81%) Service Delivery
Programming Languages
1 37 (36.63%) Java
2 16 (15.84%) Python
3 15 (14.85%) SQL
4 7 (6.93%) C++
5 5 (4.95%) Shell Script
6 4 (3.96%) Go
6 4 (3.96%) Ruby
7 3 (2.97%) JavaScript
8 2 (1.98%) PL/SQL
9 1 (0.99%) Perl
Qualifications
1 11 (10.89%) Degree
2 10 (9.90%) Computer Science Degree
3 3 (2.97%) SC Cleared
3 3 (2.97%) Security Cleared
4 2 (1.98%) Master's Degree
5 1 (0.99%) Numerate Degree
Quality Assurance & Compliance
1 2 (1.98%) Data Quality
1 2 (1.98%) PA-DSS
1 2 (1.98%) PCI DSS
1 2 (1.98%) QA
System Software
1 19 (18.81%) Virtual Desktop
2 9 (8.91%) Docker
3 2 (1.98%) Apache ZooKeeper
3 2 (1.98%) HDFS
Systems Management
1 11 (10.89%) Kibana
1 11 (10.89%) logstash
2 4 (3.96%) Kubernetes
2 4 (3.96%) Opscode Chef
2 4 (3.96%) Puppet
3 3 (2.97%) Terraform
4 1 (0.99%) Hadoop YARN
Vendors
1 32 (31.68%) Oracle
2 19 (18.81%) SAP
3 9 (8.91%) Microsoft
4 6 (5.94%) Databricks
5 4 (3.96%) Cloudera
5 4 (3.96%) Hortonworks
6 2 (1.98%) Apigee
6 2 (1.98%) AppDynamics
6 2 (1.98%) IBM
6 2 (1.98%) MuleSoft
7 1 (0.99%) ESRI
7 1 (0.99%) Red Hat