Period
to 22 May 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 22 May 2018 with a comparison to the same period in the previous 2 years.

Big Data
Buckinghamshire > Milton Keynes
6 months to
22 May 2018
Same period 2017 Same period 2016
Rank 68 69 120
Rank change year-on-year +1 +51 +18
Permanent jobs citing Big Data 58 61 20
As % of all permanent IT jobs advertised in Milton Keynes 3.67% 3.64% 1.03%
As % of the Database & Business Intelligence category 10.86% 12.32% 3.26%
Number of salaries quoted 45 71 12
Milton Keynes median annual salary £55,000 £42,500 £63,250
Median salary % change year-on-year +29.41% -32.81% +5.42%
10th Percentile £33,250 £23,000 £25,750
90th Percentile £85,000 £90,000 £96,825
Buckinghamshire median annual salary £57,500 £55,000 £75,000
% change year-on-year +4.55% -26.67% +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 534 495 614
As % of all permanent IT jobs advertised in Milton Keynes 33.75% 29.52% 31.67%
Number of salaries quoted 459 418 530
Milton Keynes median annual salary £47,500 £43,750 £42,500
Median salary % change year-on-year +8.57% +2.94% +8.97%
10th Percentile £30,000 £29,000 £26,250
90th Percentile £62,500 £60,000 £55,000
Buckinghamshire median annual salary £45,000 £41,500 £42,500
% change year-on-year +8.43% -2.35% +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 22 May 2018.

Salary histogram for Big Data in Milton Keynes

For the 6 months to 22 May 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 35 (60.34%) Hadoop
2 31 (53.45%) Java
3 29 (50.00%) SQL
4 27 (46.55%) Agile Software Development
5 24 (41.38%) TDD
6 20 (34.48%) Continuous Integration
6 20 (34.48%) NoSQL
7 18 (31.03%) Neo4j
8 14 (24.14%) Analytics
9 12 (20.69%) Python
10 11 (18.97%) Finance
10 11 (18.97%) Apache Spark
11 10 (17.24%) Node.js
12 9 (15.52%) MongoDB
12 9 (15.52%) Scala
13 8 (13.79%) Laravel
13 8 (13.79%) CodeIgniter
13 8 (13.79%) Artificial Intelligence
13 8 (13.79%) LAMP
13 8 (13.79%) PHP
14 7 (12.07%) Data Science
14 7 (12.07%) Problem-Solving
14 7 (12.07%) DevOps
14 7 (12.07%) Analytical Skills
14 7 (12.07%) Stakeholder Management
14 7 (12.07%) Data Management
14 7 (12.07%) Amazon AWS
15 6 (10.34%) Amazon S3
15 6 (10.34%) Data Analytics
15 6 (10.34%) Machine Learning

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 11 (18.97%) Apache Spark
2 6 (10.34%) SAS
Cloud Services
1 7 (12.07%) Amazon AWS
2 6 (10.34%) Amazon S3
3 1 (1.72%) Google Cloud Platform
3 1 (1.72%) Microsoft Azure
Communications & Networking
1 4 (6.90%) TCP/IP
2 3 (5.17%) Firewall
3 1 (1.72%) SMS
3 1 (1.72%) SpaceWire
Database & Business Intelligence
1 35 (60.34%) Hadoop
2 20 (34.48%) NoSQL
3 18 (31.03%) Neo4j
4 9 (15.52%) MongoDB
5 5 (8.62%) Apache Hive
6 2 (3.45%) Apache Cassandra
6 2 (3.45%) Impala
6 2 (3.45%) Relational Database
7 1 (1.72%) Data Lake
7 1 (1.72%) Data Warehouse
7 1 (1.72%) DB2
7 1 (1.72%) HBase
7 1 (1.72%) MySQL
7 1 (1.72%) NewSQL
7 1 (1.72%) QlikView
7 1 (1.72%) SQL Server
Development Applications
1 3 (5.17%) Burp Suite
1 3 (5.17%) Jenkins
1 3 (5.17%) Metasploit
2 2 (3.45%) git-flow
3 1 (1.72%) GitLab
3 1 (1.72%) JIRA
3 1 (1.72%) LabVIEW
3 1 (1.72%) Maven
3 1 (1.72%) Sonatype Nexus
General
1 11 (18.97%) Finance
2 5 (8.62%) Financial Institution
3 3 (5.17%) Banking
4 2 (3.45%) Retail
4 2 (3.45%) Spanish Language
5 1 (1.72%) Marketing
Job Titles
1 23 (39.66%) Big Data Engineer
2 20 (34.48%) Data Engineer
3 10 (17.24%) Developer
3 10 (17.24%) Java Engineer
4 8 (13.79%) PHP CodeIgniter Developer
4 8 (13.79%) PHP Developer
5 7 (12.07%) Architect
6 6 (10.34%) Analyst
6 6 (10.34%) Data Architect
6 6 (10.34%) Data Scientist
6 6 (10.34%) Software Engineer
7 5 (8.62%) Big Data Software Engineer
7 5 (8.62%) Security Analyst
8 4 (6.90%) IT Analyst
8 4 (6.90%) IT Security Analyst
8 4 (6.90%) Mid-Level PHP Developer
8 4 (6.90%) Senior Developer
8 4 (6.90%) Senior PHP Developer
9 2 (3.45%) Business Architect
9 2 (3.45%) SIEM Analyst
Libraries, Frameworks & Software Standards
1 10 (17.24%) Node.js
2 8 (13.79%) CodeIgniter
2 8 (13.79%) LAMP
2 8 (13.79%) Laravel
3 3 (5.17%) Kafka
3 3 (5.17%) Web Services
4 2 (3.45%) .NET
4 2 (3.45%) Hibernate
4 2 (3.45%) Middleware
4 2 (3.45%) Spring
4 2 (3.45%) Spring Boot
4 2 (3.45%) WebSphere MQ
5 1 (1.72%) Java EE
5 1 (1.72%) Knex.js
5 1 (1.72%) Regular Expression
5 1 (1.72%) Spark Streaming
Miscellaneous
1 7 (12.07%) Analytical Skills
2 6 (10.34%) Computer Science
3 4 (6.90%) Analytical Mindset
4 3 (5.17%) Cyberattack
4 3 (5.17%) Self-Motivation
5 2 (3.45%) Client/Server
5 2 (3.45%) Linux Command Line
6 1 (1.72%) State Machine
6 1 (1.72%) User Experience
6 1 (1.72%) Virtual Team
Operating Systems
1 3 (5.17%) Kali Linux
2 2 (3.45%) Linux
2 2 (3.45%) Unix
3 1 (1.72%) Mac OS
3 1 (1.72%) Mac OS X
3 1 (1.72%) Windows
Processes & Methodologies
1 27 (46.55%) Agile Software Development
2 24 (41.38%) TDD
3 20 (34.48%) Continuous Integration
4 14 (24.14%) Analytics
5 8 (13.79%) Artificial Intelligence
6 7 (12.07%) Data Management
6 7 (12.07%) Data Science
6 7 (12.07%) DevOps
6 7 (12.07%) Problem-Solving
6 7 (12.07%) Stakeholder Management
7 6 (10.34%) Data Analytics
7 6 (10.34%) Machine Learning
7 6 (10.34%) Mathematics
7 6 (10.34%) Predictive Analytics
7 6 (10.34%) Software Engineering
8 5 (8.62%) Big Data Analytics
8 5 (8.62%) Cybersecurity
8 5 (8.62%) Data Architecture
8 5 (8.62%) Incident Management
8 5 (8.62%) Information Security
Programming Languages
1 31 (53.45%) Java
2 29 (50.00%) SQL
3 12 (20.69%) Python
4 9 (15.52%) Scala
5 8 (13.79%) PHP
6 6 (10.34%) R
7 3 (5.17%) Perl
8 2 (3.45%) C#
9 1 (1.72%) C
9 1 (1.72%) C++
9 1 (1.72%) Go
9 1 (1.72%) JavaScript
Qualifications
1 3 (5.17%) CISM
1 3 (5.17%) CISSP
Quality Assurance & Compliance
1 3 (5.17%) ISO/IEC 27001
1 3 (5.17%) PCI DSS
1 3 (5.17%) Sarbanes-Oxley
2 2 (3.45%) GDPR
3 1 (1.72%) Data Quality
3 1 (1.72%) GCP
3 1 (1.72%) QA
System Software
1 2 (3.45%) HDFS
2 1 (1.72%) Firmware
Systems Management
1 1 (1.72%) Oozie
Vendors
1 5 (8.62%) MicroStrategy
2 3 (5.17%) Cloudera
2 3 (5.17%) Oracle
3 2 (3.45%) IBM
4 1 (1.72%) Google
4 1 (1.72%) Tableau