Period
to 16 August 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 16 August 2018 with a comparison to the same period in the previous 2 years.

Big Data
Buckinghamshire > Milton Keynes
6 months to
16 Aug 2018
Same period 2017 Same period 2016
Rank 75 59 92
Rank change year-on-year -16 +33 +57
Permanent jobs citing Big Data 53 80 42
As % of all permanent IT jobs advertised in Milton Keynes 3.28% 4.71% 2.38%
As % of the Database & Business Intelligence category 8.89% 13.14% 7.68%
Number of salaries quoted 43 70 35
Milton Keynes median annual salary £57,500 £41,796 £45,000
Median salary % change year-on-year +37.57% -7.12% -28.00%
10th Percentile £47,500 £23,500 £27,500
90th Percentile £85,000 £90,500 £102,500
Buckinghamshire median annual salary £57,500 £50,000 £45,000
% change year-on-year +15.00% +11.11% -28.00%

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 596 609 547
As % of all permanent IT jobs advertised in Milton Keynes 36.88% 35.82% 31.04%
Number of salaries quoted 522 488 458
Milton Keynes median annual salary £45,000 £45,000 £42,500
Median salary % change year-on-year - +5.88% +6.25%
10th Percentile £31,250 £29,250 £27,500
90th Percentile £62,500 £62,575 £55,000
Buckinghamshire median annual salary £45,000 £44,000 £42,500
% change year-on-year +2.27% +3.53% +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 16 August 2018.

Salary histogram for Big Data in Milton Keynes

For the 6 months to 16 August 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 32 (60.38%) Hadoop
2 31 (58.49%) Agile Software Development
3 24 (45.28%) SQL
4 22 (41.51%) Java
5 21 (39.62%) NoSQL
6 19 (35.85%) TDD
7 17 (32.08%) Continuous Integration
8 16 (30.19%) Neo4j
8 16 (30.19%) Analytics
9 15 (28.30%) Apache Spark
10 14 (26.42%) Finance
11 12 (22.64%) Data Management
11 12 (22.64%) Data Science
12 11 (20.75%) Python
13 10 (18.87%) Data Architecture
14 8 (15.09%) Stakeholder Management
15 7 (13.21%) Business Intelligence
15 7 (13.21%) Scala
15 7 (13.21%) Analytical Skills
16 6 (11.32%) Metadata Management
16 6 (11.32%) ArchiMate
16 6 (11.32%) Greenfield Project
16 6 (11.32%) Open Source
16 6 (11.32%) MongoDB
16 6 (11.32%) Amazon S3
16 6 (11.32%) Amazon AWS
16 6 (11.32%) Machine Learning
16 6 (11.32%) Kafka
16 6 (11.32%) R
16 6 (11.32%) Data Governance

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 15 (28.30%) Apache Spark
2 6 (11.32%) SAS
3 2 (3.77%) Apache
3 2 (3.77%) Apache Pig
Cloud Services
1 6 (11.32%) Amazon AWS
1 6 (11.32%) Amazon S3
Communications & Networking
1 4 (7.55%) TCP/IP
2 3 (5.66%) Firewall
3 1 (1.89%) ATM
3 1 (1.89%) Internet
3 1 (1.89%) SMS
3 1 (1.89%) SpaceWire
Database & Business Intelligence
1 32 (60.38%) Hadoop
2 21 (39.62%) NoSQL
3 16 (30.19%) Neo4j
4 6 (11.32%) MongoDB
5 3 (5.66%) Apache Hive
5 3 (5.66%) Data Warehouse
5 3 (5.66%) HBase
5 3 (5.66%) Pentaho
5 3 (5.66%) PowerCenter
6 1 (1.89%) Apache Cassandra
6 1 (1.89%) DB2
6 1 (1.89%) Easytrieve
6 1 (1.89%) MySQL
Development Applications
1 5 (9.43%) ERwin
2 3 (5.66%) Burp Suite
2 3 (5.66%) Metasploit
2 3 (5.66%) PowerDesigner
2 3 (5.66%) RStudio
3 1 (1.89%) Jenkins
3 1 (1.89%) LabVIEW
General
1 14 (26.42%) Finance
2 6 (11.32%) Retail
3 5 (9.43%) Financial Institution
4 3 (5.66%) Banking
5 2 (3.77%) Spanish Language
6 1 (1.89%) Electronics
Job Titles
1 19 (35.85%) Big Data Engineer
2 18 (33.96%) Data Engineer
3 10 (18.87%) Java Engineer
4 8 (15.09%) Architect
5 7 (13.21%) Analyst
5 7 (13.21%) Data Architect
6 6 (11.32%) Data Scientist
7 5 (9.43%) Security Analyst
8 4 (7.55%) Data Modeller
8 4 (7.55%) IT Analyst
8 4 (7.55%) IT Security Analyst
9 3 (5.66%) Developer
9 3 (5.66%) PHP Developer
10 2 (3.77%) Business Architect
10 2 (3.77%) PHP CodeIgniter Developer
10 2 (3.77%) SIEM Analyst
10 2 (3.77%) Software Engineer
11 1 (1.89%) Mainframe Analyst
11 1 (1.89%) Mainframe Support
11 1 (1.89%) SQL Analyst
Libraries, Frameworks & Software Standards
1 6 (11.32%) Kafka
2 3 (5.66%) Node.js
3 2 (3.77%) .NET
3 2 (3.77%) CodeIgniter
3 2 (3.77%) LAMP
3 2 (3.77%) Laravel
4 1 (1.89%) AngularJS
4 1 (1.89%) HTML
4 1 (1.89%) HTML5
4 1 (1.89%) Knex.js
4 1 (1.89%) Regular Expression
4 1 (1.89%) Ruby on Rails
4 1 (1.89%) Spring
Miscellaneous
1 7 (13.21%) Analytical Skills
2 6 (11.32%) Computer Science
2 6 (11.32%) Greenfield Project
3 4 (7.55%) Analytical Mindset
4 3 (5.66%) Cyberattack
4 3 (5.66%) Self-Motivation
5 2 (3.77%) Algorithms
5 2 (3.77%) Linux Command Line
6 1 (1.89%) Mainframe
6 1 (1.89%) State Machine
6 1 (1.89%) Taxonomies
6 1 (1.89%) User Experience
Operating Systems
1 4 (7.55%) Unix
2 3 (5.66%) Kali Linux
2 3 (5.66%) Linux
3 1 (1.89%) Mac OS
3 1 (1.89%) Mac OS X
3 1 (1.89%) Windows
Processes & Methodologies
1 31 (58.49%) Agile Software Development
2 19 (35.85%) TDD
3 17 (32.08%) Continuous Integration
4 16 (30.19%) Analytics
5 12 (22.64%) Data Management
5 12 (22.64%) Data Science
6 10 (18.87%) Data Architecture
7 8 (15.09%) Stakeholder Management
8 7 (13.21%) Business Intelligence
9 6 (11.32%) ArchiMate
9 6 (11.32%) Data Governance
9 6 (11.32%) Machine Learning
9 6 (11.32%) Mathematics
9 6 (11.32%) Metadata Management
9 6 (11.32%) Open Source
9 6 (11.32%) Predictive Analytics
9 6 (11.32%) TOGAF
9 6 (11.32%) Zachman Framework
10 5 (9.43%) Cybersecurity
10 5 (9.43%) Decision-Making
Programming Languages
1 24 (45.28%) SQL
2 22 (41.51%) Java
3 11 (20.75%) Python
4 7 (13.21%) Scala
5 6 (11.32%) R
6 3 (5.66%) JavaScript
6 3 (5.66%) Perl
6 3 (5.66%) PHP
7 2 (3.77%) C#
8 1 (1.89%) C
8 1 (1.89%) C++
8 1 (1.89%) COBOL
8 1 (1.89%) JCL
8 1 (1.89%) Ruby
Qualifications
1 3 (5.66%) CISM
1 3 (5.66%) CISSP
Quality Assurance & Compliance
1 5 (9.43%) Data Quality
2 3 (5.66%) ISO/IEC 27001
2 3 (5.66%) PCI DSS
2 3 (5.66%) Sarbanes-Oxley
3 2 (3.77%) GDPR
4 1 (1.89%) QA
System Software
1 2 (3.77%) Apache ZooKeeper
2 1 (1.89%) Firmware
Systems Management
1 2 (3.77%) Ambari
1 2 (3.77%) Hadoop YARN
2 1 (1.89%) Control-M
Vendors
1 4 (7.55%) MicroStrategy
2 3 (5.66%) Ab Initio
2 3 (5.66%) Talend
3 1 (1.89%) Cloudera
3 1 (1.89%) IBM
3 1 (1.89%) Oracle
3 1 (1.89%) Remedy