Period
to 18 February 2018

The following table provides summary statistics for permanent job vacancies advertised in Milton Keynes with a requirement for Big Data skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Big Data over the 6 months to 18 February 2018 with a comparison to the same period in the previous 2 years.

Big Data
Buckinghamshire > Milton Keynes
6 months to
18 Feb 2018
Same period 2017 Same period 2016
Rank 71 98 120
Rank change year-on-year +27 +22 +2
Permanent jobs citing Big Data 53 31 28
As % of all permanent IT jobs advertised in Milton Keynes 3.38% 1.87% 1.21%
As % of the Database & Business Intelligence category 9.31% 6.47% 3.47%
Number of salaries quoted 36 39 12
Milton Keynes median annual salary £52,500 £62,500 £37,500
Median salary % change year-on-year -16.00% +66.67% -40.00%
10th Percentile £32,875 £23,750 £32,500
90th Percentile £84,375 £90,000 £90,000
Buckinghamshire median annual salary £52,500 £62,500 £37,500
% change year-on-year -16.00% +66.67% -40.00%

Big Data 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 569 479 806
As % of all permanent IT jobs advertised in Milton Keynes 36.29% 28.94% 34.88%
Number of salaries quoted 480 427 702
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 £29,000 £26,250
90th Percentile £61,250 £61,250 £53,975
Buckinghamshire median annual salary £45,000 £41,500 £41,000
% change year-on-year +8.43% +1.22% +2.50%

Big Data
Job Vacancy Trend in Milton Keynes

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

Job vacancy trend for Big Data in Milton Keynes

Big Data
Salary Trend in Milton Keynes

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

Salary trend for Big Data in Milton Keynes

Big Data
Salary Histogram in Milton Keynes

The salary distribution of IT jobs citing Big Data in Milton Keynes over the 6 months to 18 February 2018.

Salary histogram for Big Data in Milton Keynes

For the 6 months to 18 February 2018, IT jobs citing Big Data 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 Big Data.

1 30 (56.60%) Agile Software Development
1 30 (56.60%) Hadoop
2 27 (50.94%) Java
3 23 (43.40%) SQL
4 18 (33.96%) Apache Spark
5 16 (30.19%) Scala
6 15 (28.30%) Python
7 13 (24.53%) TDD
7 13 (24.53%) Banking
8 12 (22.64%) NoSQL
8 12 (22.64%) Finance
9 11 (20.75%) Business Intelligence
9 11 (20.75%) Software Engineering
9 11 (20.75%) Continuous Integration
10 10 (18.87%) Node.js
10 10 (18.87%) DevOps
10 10 (18.87%) ETL
11 9 (16.98%) JIRA
11 9 (16.98%) Data Transformation
11 9 (16.98%) Jenkins
12 8 (15.09%) Kafka
12 8 (15.09%) Laravel
12 8 (15.09%) Confluence
12 8 (15.09%) Sonatype Nexus
12 8 (15.09%) CodeIgniter
12 8 (15.09%) Maven
12 8 (15.09%) LAMP
12 8 (15.09%) PHP
12 8 (15.09%) MySQL
13 7 (13.21%) Oracle

Big Data
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 18 (33.96%) Apache Spark
2 8 (15.09%) Confluence
3 1 (1.89%) SAS
Cloud Services
1 5 (9.43%) GitHub
2 4 (7.55%) Amazon AWS
3 3 (5.66%) Microsoft Azure
3 3 (5.66%) OpenShift
4 2 (3.77%) Google Cloud Platform
5 1 (1.89%) SaaS
Communications & Networking
1 7 (13.21%) Internet
2 3 (5.66%) SMS
3 1 (1.89%) NAS
3 1 (1.89%) SAN
Database & Business Intelligence
1 30 (56.60%) Hadoop
2 12 (22.64%) NoSQL
3 8 (15.09%) MySQL
4 6 (11.32%) Apache Hive
4 6 (11.32%) Data Warehouse
5 5 (9.43%) DataStage
6 4 (7.55%) Impala
6 4 (7.55%) Sqoop
7 3 (5.66%) MongoDB
7 3 (5.66%) Neo4j
7 3 (5.66%) Qlik Sense
7 3 (5.66%) QlikView
7 3 (5.66%) Relational Database
8 2 (3.77%) Apache Cassandra
8 2 (3.77%) HBase
8 2 (3.77%) IBM InfoSphere
9 1 (1.89%) Data Lake
9 1 (1.89%) NewSQL
9 1 (1.89%) Spotfire
9 1 (1.89%) SQL Server
Development Applications
1 9 (16.98%) Jenkins
1 9 (16.98%) JIRA
2 8 (15.09%) Maven
2 8 (15.09%) Sonatype Nexus
3 5 (9.43%) Bitbucket
4 4 (7.55%) GitLab
5 3 (5.66%) Cucumber
5 3 (5.66%) Eclipse
5 3 (5.66%) IntelliJ
5 3 (5.66%) Log4j
6 2 (3.77%) Git (software)
6 2 (3.77%) git-flow
6 2 (3.77%) Visual Studio
General
1 13 (24.53%) Banking
2 12 (22.64%) Finance
3 3 (5.66%) Retail
4 2 (3.77%) Marketing
5 1 (1.89%) Retail Banking
Job Titles
1 18 (33.96%) Developer
2 13 (24.53%) Big Data Engineer
3 11 (20.75%) Data Engineer
4 8 (15.09%) PHP CodeIgniter Developer
4 8 (15.09%) PHP Developer
5 7 (13.21%) Senior Developer
6 6 (11.32%) Big Data Specialist
7 5 (9.43%) Hadoop Engineer
8 4 (7.55%) Big Data Software Engineer
8 4 (7.55%) Mid-Level PHP Developer
8 4 (7.55%) Senior PHP Developer
8 4 (7.55%) Software Engineer
9 3 (5.66%) Analyst
9 3 (5.66%) Cloud Engineer
9 3 (5.66%) Consultant
9 3 (5.66%) Digital Programme Manager
9 3 (5.66%) Java Developer
9 3 (5.66%) Junior
9 3 (5.66%) Programme Manager
9 3 (5.66%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 10 (18.87%) Node.js
2 8 (15.09%) CodeIgniter
2 8 (15.09%) Kafka
2 8 (15.09%) LAMP
2 8 (15.09%) Laravel
3 6 (11.32%) jQuery
4 5 (9.43%) AngularJS
4 5 (9.43%) CSS
4 5 (9.43%) Hibernate
4 5 (9.43%) Middleware
4 5 (9.43%) Spring
4 5 (9.43%) Spring Boot
5 4 (7.55%) Java EE
5 4 (7.55%) Web Services
6 3 (5.66%) HTML
6 3 (5.66%) REST
6 3 (5.66%) Spring MVC
7 2 (3.77%) ASP.NET MVC
7 2 (3.77%) ASP.NET Web API
7 2 (3.77%) Oracle GoldenGate
Miscellaneous
1 7 (13.21%) Fintech
2 3 (5.66%) Greenfield Project
2 3 (5.66%) PMI
3 2 (3.77%) Client/Server
4 1 (1.89%) Analytical Skills
4 1 (1.89%) Computer Science
4 1 (1.89%) Data Centre
4 1 (1.89%) SCADA
4 1 (1.89%) Virtual Team
Operating Systems
1 4 (7.55%) Linux
2 3 (5.66%) Windows
Processes & Methodologies
1 30 (56.60%) Agile Software Development
2 13 (24.53%) TDD
3 11 (20.75%) Business Intelligence
3 11 (20.75%) Continuous Integration
3 11 (20.75%) Software Engineering
4 10 (18.87%) DevOps
4 10 (18.87%) ETL
5 9 (16.98%) Data Transformation
6 7 (13.21%) Analytics
7 6 (11.32%) Data Modelling
7 6 (11.32%) Open Source
8 5 (9.43%) Microservices
8 5 (9.43%) MVC
8 5 (9.43%) Scrum
9 3 (5.66%) API Development
9 3 (5.66%) Cybersecurity
9 3 (5.66%) Data Governance
9 3 (5.66%) Data Management
9 3 (5.66%) Mentoring
9 3 (5.66%) Pair Programming
Programming Languages
1 27 (50.94%) Java
2 23 (43.40%) SQL
3 16 (30.19%) Scala
4 15 (28.30%) Python
5 8 (15.09%) PHP
6 7 (13.21%) JavaScript
7 3 (5.66%) Bash Shell
7 3 (5.66%) C#
7 3 (5.66%) Perl
8 1 (1.89%) C
8 1 (1.89%) C++
8 1 (1.89%) Embedded C++
8 1 (1.89%) Go
8 1 (1.89%) Objective-C
8 1 (1.89%) R
8 1 (1.89%) Ruby
Qualifications
1 3 (5.66%) PMI Certification
1 3 (5.66%) Security Cleared
2 1 (1.89%) Computer Science Degree
2 1 (1.89%) Degree
2 1 (1.89%) ITIL Certification
Quality Assurance & Compliance
1 3 (5.66%) Data Quality
2 2 (3.77%) GCP
3 1 (1.89%) ISO/IEC 27001
System Software
1 6 (11.32%) Apache Flume
2 3 (5.66%) Docker
3 2 (3.77%) HDFS
4 1 (1.89%) Apache ZooKeeper
Systems Management
1 2 (3.77%) Oozie
Vendors
1 7 (13.21%) Cloudera
1 7 (13.21%) IBM
1 7 (13.21%) Oracle
2 5 (9.43%) MicroStrategy
2 5 (9.43%) Teradata
3 2 (3.77%) Google
4 1 (1.89%) Tableau