Period
to 21 November 2017

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 21 November 2017 with a comparison to the same period in the previous 2 years.

Big Data
Buckinghamshire > Milton Keynes
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 63 97 133
Rank change year-on-year +34 +36 -24
Permanent jobs citing Big Data 73 37 30
As % of all permanent IT jobs advertised in Milton Keynes 4.37% 2.21% 1.12%
As % of the Database & Business Intelligence category 11.28% 6.98% 3.23%
Number of salaries quoted 51 33 13
Milton Keynes median annual salary £55,000 £40,000 £40,000
Median salary % change year-on-year +37.50% - -30.43%
10th Percentile £33,500 £27,500 £32,500
90th Percentile £87,500 £75,000 £67,500
Buckinghamshire median annual salary £55,000 £37,500 £40,000
% change year-on-year +46.67% -6.25% -20.00%

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 647 530 930
As % of all permanent IT jobs advertised in Milton Keynes 38.74% 31.68% 34.70%
Number of salaries quoted 522 460 822
Milton Keynes median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% -
10th Percentile £31,250 £29,675 £27,500
90th Percentile £63,750 £57,500 £53,750
Buckinghamshire median annual salary £45,000 £42,500 £40,000
% change year-on-year +5.88% +6.25% -

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 21 November 2017.

Salary histogram for Big Data in Milton Keynes

For the 6 months to 21 November 2017, IT jobs citing Big Data 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 Big Data.

1 49 (67.12%) Agile Software Development
2 45 (61.64%) Hadoop
3 37 (50.68%) SQL
4 31 (42.47%) Java
4 31 (42.47%) Apache Spark
5 27 (36.99%) Banking
6 24 (32.88%) Finance
6 24 (32.88%) Python
6 24 (32.88%) ETL
6 24 (32.88%) Scala
7 21 (28.77%) NoSQL
8 18 (24.66%) Business Intelligence
9 17 (23.29%) TDD
10 16 (21.92%) Apache Hive
11 15 (20.55%) Cloudera
11 15 (20.55%) Kafka
12 14 (19.18%) Impala
12 14 (19.18%) Analytics
13 13 (17.81%) Analytical Skills
13 13 (17.81%) Continuous Integration
13 13 (17.81%) Data Warehouse
14 12 (16.44%) Data Modelling
15 11 (15.07%) Maven
15 11 (15.07%) Jenkins
15 11 (15.07%) Apache Flume
15 11 (15.07%) Sonatype Nexus
16 10 (13.70%) Oozie
16 10 (13.70%) jQuery
16 10 (13.70%) Software Engineering
17 9 (12.33%) MVC

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 31 (42.47%) Apache Spark
2 8 (10.96%) Confluence
3 3 (4.11%) SAS
4 1 (1.37%) IBM Domino
Applications
1 5 (6.85%) Microsoft Excel
2 3 (4.11%) Microsoft PowerPoint
3 1 (1.37%) MS Visio
Cloud Services
1 9 (12.33%) Amazon AWS
2 6 (8.22%) GitHub
2 6 (8.22%) Microsoft Azure
3 4 (5.48%) SaaS
4 3 (4.11%) Google Cloud Platform
4 3 (4.11%) OpenShift
Communications & Networking
1 8 (10.96%) Internet
2 3 (4.11%) SMS
3 1 (1.37%) Firewall
3 1 (1.37%) NAS
3 1 (1.37%) SAN
3 1 (1.37%) TCP/IP
Database & Business Intelligence
1 45 (61.64%) Hadoop
2 21 (28.77%) NoSQL
3 16 (21.92%) Apache Hive
4 14 (19.18%) Impala
5 13 (17.81%) Data Warehouse
6 9 (12.33%) Cloudera CDH
7 7 (9.59%) MySQL
8 6 (8.22%) Pentaho
8 6 (8.22%) PowerCenter
8 6 (8.22%) Sqoop
9 5 (6.85%) DataStage
10 4 (5.48%) Data Lake
10 4 (5.48%) HBase
11 3 (4.11%) Qlik Sense
11 3 (4.11%) QlikView
12 2 (2.74%) Apache Cassandra
12 2 (2.74%) BusinessObjects
12 2 (2.74%) IBM InfoSphere
12 2 (2.74%) Neo4j
12 2 (2.74%) Relational Database
Development Applications
1 11 (15.07%) Jenkins
1 11 (15.07%) Maven
1 11 (15.07%) Sonatype Nexus
2 8 (10.96%) JIRA
3 6 (8.22%) Talend Open Studio
4 5 (6.85%) Bitbucket
4 5 (6.85%) Eclipse
4 5 (6.85%) IntelliJ
5 3 (4.11%) Cucumber
5 3 (4.11%) GitLab
5 3 (4.11%) Log4j
6 2 (2.74%) Git (software)
6 2 (2.74%) Visual Studio
7 1 (1.37%) Burp Suite
7 1 (1.37%) Metasploit
General
1 27 (36.99%) Banking
2 24 (32.88%) Finance
3 6 (8.22%) Games
3 6 (8.22%) Spanish Language
4 2 (2.74%) Retail
5 1 (1.37%) Financial Institution
5 1 (1.37%) Marketing
5 1 (1.37%) Publishing
5 1 (1.37%) Retail Banking
Job Titles
1 15 (20.55%) Developer
2 13 (17.81%) Big Data Engineer
2 13 (17.81%) Data Engineer
3 8 (10.96%) Analyst
3 8 (10.96%) Hadoop Engineer
4 7 (9.59%) Data Manager
5 6 (8.22%) Big Data Specialist
5 6 (8.22%) Java Engineer
5 6 (8.22%) Junior
6 5 (6.85%) Big Data Manager
6 5 (6.85%) Consultant
6 5 (6.85%) NoSQL Engineer
7 4 (5.48%) C# Developer
7 4 (5.48%) Chief Technology Officer
7 4 (5.48%) Data Analyst
7 4 (5.48%) Digital Programme Manager
7 4 (5.48%) Programme Manager
7 4 (5.48%) Senior Developer
7 4 (5.48%) Senior Manager
8 3 (4.11%) Software Engineer
Libraries, Frameworks & Software Standards
1 15 (20.55%) Kafka
2 10 (13.70%) jQuery
3 9 (12.33%) AngularJS
4 8 (10.96%) CSS
4 8 (10.96%) HTML
5 6 (8.22%) REST
6 5 (6.85%) .NET
6 5 (6.85%) Hibernate
6 5 (6.85%) Java EE
6 5 (6.85%) Spring
6 5 (6.85%) Web Services
7 4 (5.48%) ASP.NET
7 4 (5.48%) ASP.NET MVC
7 4 (5.48%) RabbitMQ
7 4 (5.48%) XML
8 3 (4.11%) Middleware
8 3 (4.11%) Spring Boot
8 3 (4.11%) Spring MVC
9 2 (2.74%) LAMP
9 2 (2.74%) Oracle GoldenGate
Miscellaneous
1 13 (17.81%) Analytical Skills
2 8 (10.96%) Fintech
3 4 (5.48%) Computer Science
3 4 (5.48%) PMI
4 3 (4.11%) Greenfield Project
5 2 (2.74%) BBC
5 2 (2.74%) Data Centre
5 2 (2.74%) Data Structures
5 2 (2.74%) Linux Command Line
6 1 (1.37%) Cyber Attack
6 1 (1.37%) Hybrid Cloud
6 1 (1.37%) Internet of Things
6 1 (1.37%) SCADA
6 1 (1.37%) Smart City
Operating Systems
1 4 (5.48%) Linux
1 4 (5.48%) Unix
1 4 (5.48%) Windows
2 1 (1.37%) Kali Linux
2 1 (1.37%) Windows Server
Processes & Methodologies
1 49 (67.12%) Agile Software Development
2 24 (32.88%) ETL
3 18 (24.66%) Business Intelligence
4 17 (23.29%) TDD
5 14 (19.18%) Analytics
6 13 (17.81%) Continuous Integration
7 12 (16.44%) Data Modelling
8 10 (13.70%) Software Engineering
9 9 (12.33%) MVC
10 8 (10.96%) Data Transformation
10 8 (10.96%) DevOps
10 8 (10.96%) Scrum
11 6 (8.22%) Actionable Insight
11 6 (8.22%) Data Analytics
11 6 (8.22%) Migration
11 6 (8.22%) Open Source
12 5 (6.85%) Cybersecurity
12 5 (6.85%) Data Management
12 5 (6.85%) Data Migration
12 5 (6.85%) Project Management
Programming Languages
1 37 (50.68%) SQL
2 31 (42.47%) Java
3 24 (32.88%) Python
3 24 (32.88%) Scala
4 8 (10.96%) JavaScript
5 7 (9.59%) Perl
6 5 (6.85%) C#
7 4 (5.48%) Bash Shell
7 4 (5.48%) T-SQL
8 3 (4.11%) PL/SQL
9 2 (2.74%) C++
9 2 (2.74%) PHP
9 2 (2.74%) VBA
10 1 (1.37%) C
10 1 (1.37%) Embedded C++
10 1 (1.37%) Objective-C
10 1 (1.37%) R
10 1 (1.37%) Ruby
10 1 (1.37%) VB
10 1 (1.37%) VB.NET
Qualifications
1 9 (12.33%) Degree
2 4 (5.48%) PMI Certification
2 4 (5.48%) Security Cleared
3 1 (1.37%) Chartered Engineer
3 1 (1.37%) CISM
3 1 (1.37%) CISSP
3 1 (1.37%) Computer Science Degree
3 1 (1.37%) ITIL Certification
Quality Assurance & Compliance
1 6 (8.22%) Data Quality
2 5 (6.85%) ISO/IEC 27001
3 1 (1.37%) GCP
3 1 (1.37%) PCI DSS
3 1 (1.37%) Sarbanes-Oxley
System Software
1 11 (15.07%) Apache Flume
2 3 (4.11%) Docker
3 1 (1.37%) Apache ZooKeeper
3 1 (1.37%) HDFS
Systems Management
1 10 (13.70%) Oozie
2 1 (1.37%) Systems Management Server (SMS)
Vendors
1 15 (20.55%) Cloudera
2 7 (9.59%) MicroStrategy
3 6 (8.22%) Ab Initio
3 6 (8.22%) Talend
4 5 (6.85%) IBM
4 5 (6.85%) Oracle
4 5 (6.85%) Teradata
5 3 (4.11%) Google
6 1 (1.37%) Microsoft
6 1 (1.37%) Tableau