Period
to 24 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Milton Keynes 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 24 November 2017 with a comparison to the same period in the previous 2 years.

Apache Hadoop
Buckinghamshire > Milton Keynes
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 75 99 140
Rank change year-on-year +24 +41 -9
Permanent jobs citing Hadoop 57 35 18
As % of all permanent IT jobs advertised in Milton Keynes 3.43% 2.10% 0.67%
As % of the Database & Business Intelligence category 8.89% 6.70% 1.92%
Number of salaries quoted 32 30 4
Milton Keynes median annual salary £60,000 £33,000 £65,000
Median salary % change year-on-year +81.82% -49.23% +30.00%
10th Percentile £34,500 £27,500 £50,250
90th Percentile £105,000 £47,500 £86,750
Buckinghamshire median annual salary £55,000 £33,000 £62,500
% change year-on-year +66.67% -47.20% +25.00%

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 Milton Keynes with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Milton Keynes
Permanent vacancies with a requirement for database or business intelligence skills 641 522 936
As % of all permanent IT jobs advertised in Milton Keynes 38.54% 31.31% 34.93%
Number of salaries quoted 517 454 827
Milton Keynes median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% -
10th Percentile £31,200 £29,225 £27,300
90th Percentile £63,150 £57,500 £53,750
Buckinghamshire median annual salary £45,000 £42,500 £40,000
% change year-on-year +5.88% +6.25% -

Hadoop
Job Vacancy Trend in Milton Keynes

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

Job vacancy trend for Hadoop in Milton Keynes

Hadoop
Salary Trend in Milton Keynes

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

Salary trend for Hadoop in Milton Keynes

Hadoop
Salary Histogram in Milton Keynes

The salary distribution of IT jobs citing Hadoop in Milton Keynes over the 6 months to 24 November 2017.

Salary histogram for Hadoop in Milton Keynes

For the 6 months to 24 November 2017, IT jobs citing Hadoop also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Milton Keynes region with a requirement for Hadoop.

1 43 (75.44%) Big Data
2 34 (59.65%) Agile Software Development
3 33 (57.89%) SQL
3 33 (57.89%) Apache Spark
4 28 (49.12%) Scala
4 28 (49.12%) Java
5 27 (47.37%) ETL
5 27 (47.37%) Banking
6 23 (40.35%) Apache Hive
7 22 (38.60%) NoSQL
7 22 (38.60%) Finance
8 21 (36.84%) Python
9 20 (35.09%) Business Intelligence
10 16 (28.07%) Data Warehouse
10 16 (28.07%) Kafka
11 15 (26.32%) Cloudera
11 15 (26.32%) Analytics
11 15 (26.32%) TDD
12 14 (24.56%) Analytical Skills
13 12 (21.05%) Oracle
13 12 (21.05%) IBM
14 11 (19.30%) Degree
14 11 (19.30%) Apache Flume
14 11 (19.30%) Impala
14 11 (19.30%) Data Quality
15 10 (17.54%) Jenkins
15 10 (17.54%) Data Modelling
16 9 (15.79%) Spanish Language
16 9 (15.79%) Software Engineering
17 8 (14.04%) Maven

Hadoop
Co-occurring IT Skills in Milton Keynes 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 33 (57.89%) Apache Spark
2 5 (8.77%) Confluence
3 2 (3.51%) SAS
3 2 (3.51%) SharePoint
3 2 (3.51%) WebSphere
Applications
1 4 (7.02%) Microsoft Excel
2 2 (3.51%) Microsoft PowerPoint
Business Applications
1 2 (3.51%) BusinessWorks
1 2 (3.51%) SAP HR
Cloud Services
1 7 (12.28%) Amazon AWS
2 5 (8.77%) GitHub
3 3 (5.26%) Google Cloud Platform
3 3 (5.26%) Microsoft Azure
4 2 (3.51%) Oracle Service Cloud
Communications & Networking
1 7 (12.28%) Internet
Database & Business Intelligence
1 43 (75.44%) Big Data
2 23 (40.35%) Apache Hive
3 22 (38.60%) NoSQL
4 16 (28.07%) Data Warehouse
5 11 (19.30%) Impala
6 7 (12.28%) Cloudera CDH
6 7 (12.28%) MySQL
7 6 (10.53%) BusinessObjects
7 6 (10.53%) Relational Database
7 6 (10.53%) Sqoop
8 5 (8.77%) DataStage
8 5 (8.77%) OLAP
8 5 (8.77%) Oracle OLAP
8 5 (8.77%) Pentaho
8 5 (8.77%) PowerCenter
9 4 (7.02%) GIS
9 4 (7.02%) HBase
10 3 (5.26%) Data Lake
11 2 (3.51%) Neo4j
11 2 (3.51%) Qlik Sense
Development Applications
1 10 (17.54%) Jenkins
2 8 (14.04%) Maven
2 8 (14.04%) Sonatype Nexus
3 5 (8.77%) Bitbucket
3 5 (8.77%) JIRA
3 5 (8.77%) Talend Open Studio
4 2 (3.51%) Eclipse
4 2 (3.51%) Git (software)
4 2 (3.51%) IntelliJ
General
1 27 (47.37%) Banking
2 22 (38.60%) Finance
3 9 (15.79%) Spanish Language
4 5 (8.77%) Games
4 5 (8.77%) Marketing
5 4 (7.02%) Dutch Language
5 4 (7.02%) French Language
5 4 (7.02%) German Language
5 4 (7.02%) Italian Language
5 4 (7.02%) Retail
6 2 (3.51%) Retail Banking
Job Titles
1 13 (22.81%) Big Data Engineer
1 13 (22.81%) Data Engineer
2 9 (15.79%) Developer
3 8 (14.04%) Hadoop Engineer
4 6 (10.53%) Big Data Specialist
4 6 (10.53%) Data Manager
4 6 (10.53%) Java Engineer
5 5 (8.77%) Architect
5 5 (8.77%) Big Data Manager
5 5 (8.77%) NoSQL Engineer
5 5 (8.77%) Report Developer
6 4 (7.02%) Consultant
6 4 (7.02%) Data Scientist
6 4 (7.02%) Junior
6 4 (7.02%) Senior Manager
7 3 (5.26%) Analyst
7 3 (5.26%) Cloud Engineer
7 3 (5.26%) Data Analyst
7 3 (5.26%) Data Architect
8 2 (3.51%) Big Data Architect
Libraries, Frameworks & Software Standards
1 16 (28.07%) Kafka
2 4 (7.02%) AngularJS
2 4 (7.02%) Natural Language Processing
2 4 (7.02%) RabbitMQ
2 4 (7.02%) TensorFlow
3 3 (5.26%) .NET
4 2 (3.51%) CSS
4 2 (3.51%) Hibernate
4 2 (3.51%) HTML
4 2 (3.51%) IBM Integration Bus
4 2 (3.51%) Java EE
4 2 (3.51%) jQuery
4 2 (3.51%) Node.js
4 2 (3.51%) Oracle GoldenGate
4 2 (3.51%) REST
4 2 (3.51%) RESTful
4 2 (3.51%) Spring
5 1 (1.75%) JSON
5 1 (1.75%) SOAP
5 1 (1.75%) Spark Streaming
Miscellaneous
1 14 (24.56%) Analytical Skills
2 8 (14.04%) Fintech
3 6 (10.53%) Computer Science
4 3 (5.26%) Greenfield Project
5 2 (3.51%) DataPower
5 2 (3.51%) Linux Command Line
6 1 (1.75%) Hybrid Cloud
Operating Systems
1 5 (8.77%) Unix
2 2 (3.51%) Linux
Processes & Methodologies
1 34 (59.65%) Agile Software Development
2 27 (47.37%) ETL
3 20 (35.09%) Business Intelligence
4 15 (26.32%) Analytics
4 15 (26.32%) TDD
5 10 (17.54%) Data Modelling
6 9 (15.79%) Software Engineering
7 8 (14.04%) Continuous Integration
7 8 (14.04%) Data Transformation
8 7 (12.28%) Mathematics
9 6 (10.53%) Actionable Insight
9 6 (10.53%) Data Integration
9 6 (10.53%) E-Commerce
10 5 (8.77%) Business Analytics
10 5 (8.77%) Data Mapping
10 5 (8.77%) Migration
10 5 (8.77%) Scrum
10 5 (8.77%) SDLC
11 4 (7.02%) Data Management
11 4 (7.02%) Data Migration
Programming Languages
1 33 (57.89%) SQL
2 28 (49.12%) Java
2 28 (49.12%) Scala
3 21 (36.84%) Python
4 4 (7.02%) JavaScript
4 4 (7.02%) R
5 2 (3.51%) Perl
5 2 (3.51%) PL/SQL
5 2 (3.51%) T-SQL
5 2 (3.51%) VBA
6 1 (1.75%) VB
6 1 (1.75%) VB.NET
Qualifications
1 11 (19.30%) Degree
2 4 (7.02%) Master's Degree
2 4 (7.02%) PhD
Quality Assurance & Compliance
1 11 (19.30%) Data Quality
2 2 (3.51%) QA
3 1 (1.75%) GCP
System Software
1 11 (19.30%) Apache Flume
2 1 (1.75%) Apache ZooKeeper
Systems Management
1 8 (14.04%) Oozie
2 1 (1.75%) Systems Management Server (SMS)
Vendors
1 15 (26.32%) Cloudera
2 12 (21.05%) IBM
2 12 (21.05%) Oracle
3 7 (12.28%) Microsoft
3 7 (12.28%) SAP
3 7 (12.28%) Teradata
4 5 (8.77%) Ab Initio
4 5 (8.77%) Cognos
4 5 (8.77%) MicroStrategy
4 5 (8.77%) Talend
5 3 (5.26%) Google
6 2 (3.51%) Siebel
6 2 (3.51%) TIBCO
7 1 (1.75%) Tableau