Period
to 22 June 2018

The following table provides summary statistics for permanent job vacancies advertised in Buckinghamshire 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 22 June 2018 with a comparison to the same period in the previous 2 years.

Apache Hadoop
South East > Buckinghamshire
6 months to
22 Jun 2018
Same period 2017 Same period 2016
Rank 104 122 138
Rank change year-on-year +18 +16 +57
Permanent jobs citing Hadoop 61 45 40
As % of all permanent IT jobs advertised in Buckinghamshire 2.12% 1.58% 1.24%
As % of the Database & Business Intelligence category 6.41% 5.03% 4.12%
Number of salaries quoted 56 29 31
Buckinghamshire median annual salary £57,500 £80,000 £47,500
Median salary % change year-on-year -28.13% +68.42% -22.45%
10th Percentile £27,500 £27,150 £30,500
90th Percentile £85,000 £94,000 £79,500
South East median annual salary £57,500 £57,500 £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 Buckinghamshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Buckinghamshire
Permanent vacancies with a requirement for database or business intelligence skills 952 894 972
As % of all permanent IT jobs advertised in Buckinghamshire 33.04% 31.48% 30.13%
Number of salaries quoted 847 764 811
Buckinghamshire median annual salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% - +6.25%
10th Percentile £30,000 £25,000 £26,750
90th Percentile £62,500 £62,500 £56,250
South East median annual salary £45,000 £45,000 £45,000

Hadoop
Job Vacancy Trend in Buckinghamshire

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

Job vacancy trend for Hadoop in Buckinghamshire

Hadoop
Salary Trend in Buckinghamshire

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

Salary trend for Hadoop in Buckinghamshire

Hadoop
Salary Histogram in Buckinghamshire

The salary distribution of IT jobs citing Hadoop in Buckinghamshire over the 6 months to 22 June 2018.

Salary histogram for Hadoop in Buckinghamshire

Hadoop
Job Locations in Buckinghamshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Hadoop within the Buckinghamshire region over the 6 months to 22 June 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
Milton Keynes +5 47 £57,500 -28.13% 2
High Wycombe - 4 £30,000 -
Marlow - 3 £47,500 -
Hadoop
South East

For the 6 months to 22 June 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 Buckinghamshire region with a requirement for Hadoop.

1 45 (73.77%) SQL
1 45 (73.77%) Big Data
2 39 (63.93%) Java
3 38 (62.30%) Agile Software Development
4 32 (52.46%) TDD
5 27 (44.26%) NoSQL
6 25 (40.98%) Continuous Integration
7 24 (39.34%) Neo4j
8 20 (32.79%) Apache Spark
9 17 (27.87%) Python
10 14 (22.95%) Scala
10 14 (22.95%) Analytics
11 13 (21.31%) Apache Hive
11 13 (21.31%) MongoDB
12 12 (19.67%) Apache Cassandra
12 12 (19.67%) DevOps
12 12 (19.67%) Problem-Solving
13 11 (18.03%) Data Science
13 11 (18.03%) Kafka
13 11 (18.03%) Jenkins
14 10 (16.39%) Node.js
14 10 (16.39%) Go
14 10 (16.39%) Amazon AWS
14 10 (16.39%) Retail
14 10 (16.39%) Finance
15 9 (14.75%) MicroStrategy
15 9 (14.75%) SAS
15 9 (14.75%) Oracle
15 9 (14.75%) HDFS
15 9 (14.75%) R

Hadoop
Co-occurring IT Skills in Buckinghamshire 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 20 (32.79%) Apache Spark
2 9 (14.75%) SAS
3 5 (8.20%) Apache Pig
4 4 (6.56%) Apache
4 4 (6.56%) BizTalk Server
Applications
1 3 (4.92%) Microsoft Excel
2 2 (3.28%) Microsoft PowerPoint
2 2 (3.28%) SPSS
Business Applications
1 4 (6.56%) Dynamics CRM
Cloud Services
1 10 (16.39%) Amazon AWS
2 6 (9.84%) Amazon S3
3 3 (4.92%) Azure Data Factory
3 3 (4.92%) Microsoft Azure
Communications & Networking
1 5 (8.20%) SMS
2 4 (6.56%) Network Security
Database & Business Intelligence
1 45 (73.77%) Big Data
2 27 (44.26%) NoSQL
3 24 (39.34%) Neo4j
4 13 (21.31%) Apache Hive
4 13 (21.31%) MongoDB
5 12 (19.67%) Apache Cassandra
6 8 (13.11%) HBase
7 6 (9.84%) Redis
8 4 (6.56%) Data Lake
9 3 (4.92%) Azure SQL Data Warehouse
9 3 (4.92%) Azure SQL Database
9 3 (4.92%) HDInsight
9 3 (4.92%) Power BI
9 3 (4.92%) SQL Server
9 3 (4.92%) SQL Server 2014
9 3 (4.92%) SQL Server Analysis Services
9 3 (4.92%) SQL Server Integration Services
9 3 (4.92%) SQL Server Reporting Services
10 1 (1.64%) Data Mining
10 1 (1.64%) MS Access
Development Applications
1 11 (18.03%) Jenkins
2 6 (9.84%) git-flow
3 4 (6.56%) HP UFT
3 4 (6.56%) Selenium
3 4 (6.56%) SpecFlow
3 4 (6.56%) Visual Studio Team System
4 2 (3.28%) JIRA
5 1 (1.64%) ERwin
5 1 (1.64%) GitLab
5 1 (1.64%) Maven
5 1 (1.64%) PowerDesigner
5 1 (1.64%) RStudio
5 1 (1.64%) Sonatype Nexus
General
1 10 (16.39%) Finance
1 10 (16.39%) Retail
2 6 (9.84%) Banking
2 6 (9.84%) Marketing
3 5 (8.20%) Investment Banking
4 4 (6.56%) Billing
5 3 (4.92%) Advertising
Job Titles
1 27 (44.26%) Big Data Engineer
2 26 (42.62%) Data Engineer
3 17 (27.87%) Java Engineer
4 9 (14.75%) Data Scientist
5 7 (11.48%) Analyst
5 7 (11.48%) Consultant
6 6 (9.84%) Developer
7 5 (8.20%) Data Analyst
7 5 (8.20%) Java Developer
7 5 (8.20%) Lead Developer
7 5 (8.20%) Lead Java Developer
8 4 (6.56%) IT Consultant
8 4 (6.56%) IT Recruitment Consultant
8 4 (6.56%) Recruitment Consultant
8 4 (6.56%) Senior Consultant
8 4 (6.56%) Senior IT Consultant
8 4 (6.56%) Senior Recruitment Consultant
9 3 (4.92%) Analytics Consultant
9 3 (4.92%) Senior Data Engineer
9 3 (4.92%) SQL Analyst
Libraries, Frameworks & Software Standards
1 11 (18.03%) Kafka
2 10 (16.39%) Node.js
3 6 (9.84%) RabbitMQ
3 6 (9.84%) Spring
3 6 (9.84%) Spring Boot
3 6 (9.84%) Web Services
4 4 (6.56%) .NET
4 4 (6.56%) AngularJS
4 4 (6.56%) HTML
4 4 (6.56%) React
4 4 (6.56%) Vue (Vue.js)
5 2 (3.28%) Hibernate
5 2 (3.28%) Middleware
5 2 (3.28%) WebSphere MQ
6 1 (1.64%) Java EE
6 1 (1.64%) Spark Streaming
Miscellaneous
1 6 (9.84%) Computer Science
2 5 (8.20%) Analytical Skills
3 4 (6.56%) Self-Motivation
3 4 (6.56%) User Experience
4 3 (4.92%) Greenfield Project
4 3 (4.92%) Linux Command Line
5 2 (3.28%) Driving Licence
6 1 (1.64%) Algorithms
6 1 (1.64%) Blog
6 1 (1.64%) Client/Server
Operating Systems
1 6 (9.84%) Linux
2 4 (6.56%) Unix
2 4 (6.56%) Windows
Processes & Methodologies
1 38 (62.30%) Agile Software Development
2 32 (52.46%) TDD
3 25 (40.98%) Continuous Integration
4 14 (22.95%) Analytics
5 12 (19.67%) DevOps
5 12 (19.67%) Problem-Solving
6 11 (18.03%) Data Science
7 8 (13.11%) Continuous Delivery
7 8 (13.11%) Machine Learning
7 8 (13.11%) Mathematics
7 8 (13.11%) Predictive Analytics
8 7 (11.48%) BDD
8 7 (11.48%) Business Intelligence
8 7 (11.48%) Microservices
8 7 (11.48%) Test Automation
9 6 (9.84%) Open Source
10 5 (8.20%) Change Management
10 5 (8.20%) ETL
10 5 (8.20%) Software Engineering
11 4 (6.56%) Stakeholder Management
Programming Languages
1 45 (73.77%) SQL
2 39 (63.93%) Java
3 17 (27.87%) Python
4 14 (22.95%) Scala
5 10 (16.39%) Go
6 9 (14.75%) R
7 5 (8.20%) JavaScript
8 4 (6.56%) C#
8 4 (6.56%) C++
8 4 (6.56%) PHP
9 1 (1.64%) PL/SQL
9 1 (1.64%) T-SQL
9 1 (1.64%) VBA
Qualifications
1 2 (3.28%) Degree
1 2 (3.28%) PhD
1 2 (3.28%) Postgraduate
Quality Assurance & Compliance
1 7 (11.48%) Data Quality
2 4 (6.56%) QA
System Software
1 9 (14.75%) HDFS
2 4 (6.56%) Docker
3 1 (1.64%) Apache ZooKeeper
Systems Management
1 4 (6.56%) Puppet
2 1 (1.64%) Ambari
2 1 (1.64%) Hadoop YARN
2 1 (1.64%) Oozie
2 1 (1.64%) Systems Management Server (SMS)
Vendors
1 9 (14.75%) MicroStrategy
1 9 (14.75%) Oracle
2 8 (13.11%) Cloudera
3 4 (6.56%) Brocade
3 4 (6.56%) Cisco
3 4 (6.56%) Juniper
3 4 (6.56%) VMware
4 3 (4.92%) Microsoft
5 2 (3.28%) IBM
6 1 (1.64%) Ab Initio
6 1 (1.64%) Alteryx
6 1 (1.64%) Tableau
6 1 (1.64%) Talend
6 1 (1.64%) Teradata