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 3 months to 22 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
22 Mar 2017
Same period 2016 Same period 2015
Big Data
Buckinghamshire / Milton Keynes
Rank 60 87 92
Rank change year-on-year +27 +5  
Permanent jobs citing Big Data 25 11 7
As % of all permanent IT jobs advertised in Milton Keynes 2.92% 1.08% 0.61%
As % of the Database & Business Intelligence category 10.33% 3.40% 2.01%
Number of salaries quoted 23 5 6
Median salary £50,000 £48,500 £57,500
Median salary % change year-on-year +3.09% -15.65%  
90% offered a salary of more than £22,200 £48,500 £36,250
10% offered a salary of more than £89,400 £99,000 £60,000
UK excluding London median salary £55,000 £50,000 £52,500
% change year-on-year +10.00% -4.76%  

Big Data is in the database and business intelligence skills category. The next 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 and business intelligence skills.

Database & Business Intelligence Skills
Milton Keynes
Permanent job vacancies with a requirement for database and business intelligence skills 242 324 349
As % of all permanent IT job vacancies advertised in Milton Keynes 28.24% 31.73% 30.35%
Number of salaries quoted 210 273 311
Median salary £45,000 £45,000 £40,000
Median salary % change year-on-year - +12.50%  
90% offered a salary of more than £30,000 £28,500 £28,750
10% offered a salary of more than £84,750 £47,500 £52,500
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year - +6.25%  

Big Data
Job Vacancy Trend in Milton Keynes

The job posting trend of jobs advertised in Milton Keynes citing Big Data as a proportion of all permanent or contract IT jobs with a match in the Database & Business Intelligence category.

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 3 months to 22 March 2017.

Salary histogram for Big Data in Milton Keynes

Big Data
Top 30 Related IT Skills in Milton Keynes

For the 6 months to 22 March 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 20 (54.05%) NoSQL
2 19 (51.35%) Python
3 18 (48.65%) Hadoop
4 17 (45.95%) C++
4 17 (45.95%) Java
5 16 (43.24%) OO
5 16 (43.24%) Software Engineering
6 14 (37.84%) Computer Science
7 13 (35.14%) Web Services
8 12 (32.43%) HTML
8 12 (32.43%) PHP
8 12 (32.43%) SOAP
8 12 (32.43%) RESTful
8 12 (32.43%) Data Structures
9 11 (29.73%) Analytics
10 9 (24.32%) Apache Hive
10 9 (24.32%) SQL
10 9 (24.32%) Analytical Skills
11 8 (21.62%) Relational Database
11 8 (21.62%) Stakeholder Management
11 8 (21.62%) ETL
11 8 (21.62%) OLAP
11 8 (21.62%) Oracle
11 8 (21.62%) ITIL
11 8 (21.62%) Data Warehouse
11 8 (21.62%) Data Quality
11 8 (21.62%) Degree
12 7 (18.92%) MongoDB
12 7 (18.92%) Apache Cassandra
12 7 (18.92%) Business Intelligence

Big Data
Top Related 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 2 (5.41%) SharePoint
1 2 (5.41%) Skype for Business
2 1 (2.70%) SAS
Applications
1 1 (2.70%) MS Excel
Cloud Services
1 4 (10.81%) Amazon AWS
1 4 (10.81%) Microsoft Azure
2 1 (2.70%) SaaS
Communications & Networking
1 4 (10.81%) Internet
2 2 (5.41%) Cisco Nexus
2 2 (5.41%) SAN
2 2 (5.41%) Skype
Database & Business Intelligence
1 20 (54.05%) NoSQL
2 18 (48.65%) Hadoop
3 9 (24.32%) Apache Hive
4 8 (21.62%) Data Warehouse
4 8 (21.62%) OLAP
4 8 (21.62%) Relational Database
5 7 (18.92%) Apache Cassandra
5 7 (18.92%) MongoDB
6 5 (13.51%) Data Lake
7 3 (8.11%) SQL Server
8 1 (2.70%) BusinessObjects
8 1 (2.70%) BusinessObjects Business Intelligence
8 1 (2.70%) MySQL
8 1 (2.70%) Power BI
8 1 (2.70%) QlikView
8 1 (2.70%) SQL Server Reporting Services
General
1 4 (10.81%) Dutch Language
1 4 (10.81%) French Language
1 4 (10.81%) German Language
1 4 (10.81%) Italian Language
1 4 (10.81%) Spanish Language
2 1 (2.70%) Automotive
2 1 (2.70%) Finance
2 1 (2.70%) Retail
Job Titles
1 16 (43.24%) Software Engineer
2 13 (35.14%) Architect
3 9 (24.32%) Data Architect
4 8 (21.62%) Lead Architect
4 8 (21.62%) Lead Data Architect
5 6 (16.22%) Developer
6 5 (13.51%) Consultant
6 5 (13.51%) Developer/Software Engineer
6 5 (13.51%) Graduate
6 5 (13.51%) Software Developer
7 4 (10.81%) Junior
7 4 (10.81%) Junior Software Engineer
8 3 (8.11%) Cloud Infrastructure Consultant
8 3 (8.11%) Graduate Software Engineer
8 3 (8.11%) Infrastructure Architect
8 3 (8.11%) Infrastructure Consultant
8 3 (8.11%) Senior Software Engineer
8 3 (8.11%) Virtualisation Architect
8 3 (8.11%) Virtualisation Consultant
8 3 (8.11%) Virtualisation Infrastructure Consultant
Libraries, Frameworks & Software Standards
1 13 (35.14%) Web Services
2 12 (32.43%) HTML
2 12 (32.43%) RESTful
2 12 (32.43%) SOAP
3 1 (2.70%) .NET
3 1 (2.70%) Kafka
3 1 (2.70%) REST
3 1 (2.70%) XML
Miscellaneous
1 14 (37.84%) Computer Science
2 12 (32.43%) Data Structures
3 9 (24.32%) Analytical Skills
4 5 (13.51%) Data Centre
5 4 (10.81%) Internet of Things
6 2 (5.41%) Private Cloud
7 1 (2.70%) Driving Licence
Operating Systems
1 3 (8.11%) Linux
2 2 (5.41%) Windows
2 2 (5.41%) Windows 10
2 2 (5.41%) Windows 8
2 2 (5.41%) Windows Server 2012
Processes & Methodologies
1 16 (43.24%) OO
1 16 (43.24%) Software Engineering
2 11 (29.73%) Analytics
3 8 (21.62%) ETL
3 8 (21.62%) ITIL
3 8 (21.62%) Stakeholder Management
4 7 (18.92%) Business Intelligence
5 5 (13.51%) Business Analytics
5 5 (13.51%) Capacity Planning
5 5 (13.51%) Change Control
5 5 (13.51%) Data Architecture
5 5 (13.51%) Data Governance
5 5 (13.51%) Data Integration
5 5 (13.51%) Data Mapping
5 5 (13.51%) Disaster Recovery
5 5 (13.51%) High Availability
5 5 (13.51%) Incident Management
5 5 (13.51%) Problem Management
5 5 (13.51%) SDLC
6 4 (10.81%) Mentoring
Programming Languages
1 19 (51.35%) Python
2 17 (45.95%) C++
2 17 (45.95%) Java
3 12 (32.43%) PHP
4 9 (24.32%) SQL
5 2 (5.41%) C#
5 2 (5.41%) VBA
6 1 (2.70%) Perl
6 1 (2.70%) PL/SQL
6 1 (2.70%) R
6 1 (2.70%) T-SQL
6 1 (2.70%) VB
Qualifications
1 8 (21.62%) Degree
2 3 (8.11%) Microsoft Certification
3 2 (5.41%) CCIE
3 2 (5.41%) CCNP
3 2 (5.41%) Cisco Certification
3 2 (5.41%) MCSA
4 1 (2.70%) Chartered Engineer
4 1 (2.70%) MCP
4 1 (2.70%) MCSE
4 1 (2.70%) MCTS
Quality Assurance & Compliance
1 8 (21.62%) Data Quality
System Software
1 3 (8.11%) VMware Infrastructure
2 2 (5.41%) Active Directory
2 2 (5.41%) Hyper-V
Systems Management
1 3 (8.11%) Icinga
1 3 (8.11%) Opscode Chef
1 3 (8.11%) Puppet
1 3 (8.11%) vRealize
Vendors
1 8 (21.62%) Oracle
2 5 (13.51%) Cisco
2 5 (13.51%) Microsoft
3 3 (8.11%) Dell
3 3 (8.11%) EMC
3 3 (8.11%) ServiceNow
3 3 (8.11%) VMware
4 2 (5.41%) Tableau
5 1 (2.70%) SAP
5 1 (2.70%) Teradata