Period
to 21 February 2018

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 21 February 2018 with a comparison to the same period in the previous 2 years.

Apache Hadoop
Buckinghamshire > Milton Keynes
6 months to
21 Feb 2018
Same period 2017 Same period 2016
Rank 90 103 118
Rank change year-on-year +13 +15 +16
Permanent jobs citing Hadoop 36 22 29
As % of all permanent IT jobs advertised in Milton Keynes 2.26% 1.33% 1.27%
As % of the Database & Business Intelligence category 6.22% 4.57% 3.66%
Number of salaries quoted 22 17 19
Milton Keynes median annual salary £57,500 £52,500 £47,500
Median salary % change year-on-year +9.52% +10.53% -5.00%
10th Percentile £35,050 £23,750 £30,500
90th Percentile £81,250 £90,200 £79,100
Buckinghamshire median annual salary £55,000 £63,750 £41,250
% change year-on-year -13.73% +54.55% -34.00%

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 579 481 793
As % of all permanent IT jobs advertised in Milton Keynes 36.35% 29.05% 34.78%
Number of salaries quoted 491 428 690
Milton Keynes median annual salary £45,000 £43,500 £40,000
Median salary % change year-on-year +3.45% +8.75% +2.56%
10th Percentile £30,000 £29,525 £26,250
90th Percentile £61,250 £61,250 £54,000
Buckinghamshire median annual salary £45,000 £41,500 £41,250
% change year-on-year +8.43% +0.61% +3.13%

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 21 February 2018.

Salary histogram for Hadoop in Milton Keynes

For the 6 months to 21 February 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 Milton Keynes region with a requirement for Hadoop.

1 31 (86.11%) Big Data
2 24 (66.67%) Java
3 23 (63.89%) Agile Software Development
4 20 (55.56%) SQL
5 19 (52.78%) Apache Spark
6 17 (47.22%) Scala
7 15 (41.67%) Banking
8 13 (36.11%) TDD
9 12 (33.33%) Python
10 11 (30.56%) Finance
10 11 (30.56%) Software Engineering
11 10 (27.78%) ETL
11 10 (27.78%) Business Intelligence
11 10 (27.78%) NoSQL
12 9 (25.00%) Continuous Integration
12 9 (25.00%) Kafka
12 9 (25.00%) Data Transformation
13 8 (22.22%) Jenkins
13 8 (22.22%) MySQL
13 8 (22.22%) Oracle
14 7 (19.44%) IBM
14 7 (19.44%) Internet
14 7 (19.44%) Apache Hive
14 7 (19.44%) Cloudera
14 7 (19.44%) Fintech
15 6 (16.67%) Apache Flume
15 6 (16.67%) DevOps
15 6 (16.67%) JIRA
16 5 (13.89%) Maven
16 5 (13.89%) Teradata

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 19 (52.78%) Apache Spark
2 5 (13.89%) Confluence
Cloud Services
1 5 (13.89%) GitHub
2 3 (8.33%) Amazon AWS
3 2 (5.56%) Google Cloud Platform
3 2 (5.56%) Microsoft Azure
Communications & Networking
1 7 (19.44%) Internet
2 1 (2.78%) SMS
Database & Business Intelligence
1 31 (86.11%) Big Data
2 10 (27.78%) NoSQL
3 8 (22.22%) MySQL
4 7 (19.44%) Apache Hive
5 5 (13.89%) Data Warehouse
5 5 (13.89%) DataStage
6 4 (11.11%) Neo4j
6 4 (11.11%) Sqoop
7 3 (8.33%) Impala
7 3 (8.33%) MongoDB
8 2 (5.56%) Apache Cassandra
8 2 (5.56%) HBase
8 2 (5.56%) IBM InfoSphere
8 2 (5.56%) Qlik Sense
8 2 (5.56%) QlikView
8 2 (5.56%) Relational Database
9 1 (2.78%) Data Lake
9 1 (2.78%) DB2
9 1 (2.78%) GIS
9 1 (2.78%) NewSQL
Development Applications
1 8 (22.22%) Jenkins
2 6 (16.67%) JIRA
3 5 (13.89%) Bitbucket
3 5 (13.89%) Maven
3 5 (13.89%) Sonatype Nexus
4 2 (5.56%) Git (software)
4 2 (5.56%) git-flow
5 1 (2.78%) GitLab
General
1 15 (41.67%) Banking
2 11 (30.56%) Finance
3 3 (8.33%) Marketing
3 3 (8.33%) Retail
4 2 (5.56%) Retail Banking
Job Titles
1 14 (38.89%) Big Data Engineer
2 12 (33.33%) Data Engineer
3 6 (16.67%) Big Data Specialist
4 5 (13.89%) Developer
4 5 (13.89%) Hadoop Engineer
5 4 (11.11%) Big Data Software Engineer
5 4 (11.11%) Software Engineer
6 3 (8.33%) Cloud Engineer
6 3 (8.33%) Junior
6 3 (8.33%) NoSQL Engineer
7 2 (5.56%) Architect
7 2 (5.56%) Consultant
7 2 (5.56%) Data Manager
7 2 (5.56%) Data Model Consultant
7 2 (5.56%) Data Warehouse Consultant
7 2 (5.56%) Development Manager
7 2 (5.56%) Senior Data Warehouse Specialist
7 2 (5.56%) Senior Manager
7 2 (5.56%) Software Development Manager
7 2 (5.56%) Tester
Libraries, Frameworks & Software Standards
1 9 (25.00%) Kafka
2 2 (5.56%) Hibernate
2 2 (5.56%) Middleware
2 2 (5.56%) Node.js
2 2 (5.56%) Oracle GoldenGate
2 2 (5.56%) Spark Streaming
2 2 (5.56%) Spring
2 2 (5.56%) Spring Boot
2 2 (5.56%) Web Services
2 2 (5.56%) WebSphere MQ
3 1 (2.78%) Java EE
3 1 (2.78%) Natural Language Processing
3 1 (2.78%) RabbitMQ
3 1 (2.78%) TensorFlow
Miscellaneous
1 7 (19.44%) Fintech
2 3 (8.33%) Greenfield Project
3 2 (5.56%) Client/Server
4 1 (2.78%) Analytical Skills
4 1 (2.78%) Computer Science
4 1 (2.78%) Linux Command Line
Operating Systems
1 2 (5.56%) Linux
1 2 (5.56%) Unix
Processes & Methodologies
1 23 (63.89%) Agile Software Development
2 13 (36.11%) TDD
3 11 (30.56%) Software Engineering
4 10 (27.78%) Business Intelligence
4 10 (27.78%) ETL
5 9 (25.00%) Continuous Integration
5 9 (25.00%) Data Transformation
6 6 (16.67%) DevOps
7 5 (13.89%) Analytics
7 5 (13.89%) Data Modelling
8 4 (11.11%) E-Commerce
9 3 (8.33%) Continuous Delivery
9 3 (8.33%) Data Governance
9 3 (8.33%) Dimensional Modelling
9 3 (8.33%) Open Source
9 3 (8.33%) Test Automation
9 3 (8.33%) Visualisation
10 2 (5.56%) Data Architecture
10 2 (5.56%) Load Balancing
10 2 (5.56%) Technical Analysis
Programming Languages
1 24 (66.67%) Java
2 20 (55.56%) SQL
3 17 (47.22%) Scala
4 12 (33.33%) Python
5 1 (2.78%) Go
5 1 (2.78%) R
Qualifications
1 1 (2.78%) Degree
1 1 (2.78%) Master's Degree
1 1 (2.78%) PhD
Quality Assurance & Compliance
1 4 (11.11%) Data Quality
2 2 (5.56%) GCP
2 2 (5.56%) QA
System Software
1 6 (16.67%) Apache Flume
2 2 (5.56%) HDFS
3 1 (2.78%) Apache ZooKeeper
Systems Management
1 2 (5.56%) Oozie
Vendors
1 8 (22.22%) Oracle
2 7 (19.44%) Cloudera
2 7 (19.44%) IBM
3 5 (13.89%) Teradata
4 4 (11.11%) MicroStrategy
5 2 (5.56%) Google