The following table provides summary statistics for permanent job vacancies advertised in Buckinghamshire 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 23 June 2017 with a comparison to the same period in the previous 2 years.

Big Data
South East / Buckinghamshire
3 months to
23 Jun 2017
Same period 2016 Same period 2015
Rank 63 99 133
Rank change year-on-year +36 +34  
Permanent jobs citing Big Data 52 17 14
As % of all permanent IT jobs advertised in Buckinghamshire 3.54% 1.14% 0.58%
As % of the Database & Business Intelligence category 10.28% 4.04% 1.92%
Number of salaries quoted 36 14 11
Median salary £55,000 £45,000 £62,500
Median salary % change year-on-year +22.22% -28.00%  
90% offered a salary of more than £24,600 £26,500 £32,500
10% offered a salary of more than £90,000 £78,000 £77,500
UK excluding London median salary £55,000 £54,000 £50,000
% change year-on-year +1.85% +8.00%  

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 Buckinghamshire with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
Buckinghamshire
Permanent job vacancies with a requirement for database and business intelligence skills 506 421 729
As % of all permanent IT job vacancies advertised in Buckinghamshire 34.40% 28.18% 30.32%
Number of salaries quoted 426 354 642
Median salary £45,000 £44,500 £40,500
Median salary % change year-on-year +1.12% +9.87%  
90% offered a salary of more than £30,000 £31,200 £32,050
10% offered a salary of more than £67,500 £60,500 £55,000
UK excluding London median salary £42,500 £42,500 £41,500
% change year-on-year - +2.40%  

Big Data
Job Vacancy Trend in Buckinghamshire

The job posting trend of jobs advertised in Buckinghamshire 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 Buckinghamshire

Big Data
Salary Trend in Buckinghamshire

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

Salary trend for Big Data in Buckinghamshire

Big Data
Salary Histogram in Buckinghamshire

The salary distribution of IT jobs citing Big Data in Buckinghamshire over the 3 months to 23 June 2017.

Salary histogram for Big Data in Buckinghamshire

Big Data
Job Locations in Buckinghamshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Big Data within the Buckinghamshire region over the 3 months to 23 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Milton Keynes +27 47 £50,000 +17.64% 6
Aylesbury - 3 £30,500 -
Big Data
South East

For the 6 months to 23 June 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 Buckinghamshire region with a requirement for Big Data.

1 41 (53.95%) Hadoop
2 33 (43.42%) Analytics
3 31 (40.79%) ETL
4 30 (39.47%) NoSQL
5 26 (34.21%) Agile Software Development
6 25 (32.89%) Java
6 25 (32.89%) Apache Hive
7 24 (31.58%) SQL
7 24 (31.58%) Business Intelligence
8 23 (30.26%) Data Warehouse
9 20 (26.32%) Python
10 19 (25.00%) Data Structures
11 18 (23.68%) Analytical Skills
11 18 (23.68%) Degree
12 17 (22.37%) Finance
12 17 (22.37%) Apache Spark
13 16 (21.05%) Data Analytics
13 16 (21.05%) Computer Science
14 15 (19.74%) Banking
15 14 (18.42%) Data Quality
15 14 (18.42%) Software Engineering
15 14 (18.42%) Web Services
15 14 (18.42%) C++
16 13 (17.11%) OLAP
16 13 (17.11%) OO
16 13 (17.11%) Relational Database
17 12 (15.79%) Oozie
17 12 (15.79%) HTML
17 12 (15.79%) Stakeholder Management
18 11 (14.47%) Data Modelling

Big Data
Co-occurring IT Skills in Buckinghamshire 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 17 (22.37%) Apache Spark
2 5 (6.58%) CMS
3 1 (1.32%) Apache
3 1 (1.32%) SAS
Applications
1 9 (11.84%) Microsoft Excel
2 2 (2.63%) Microsoft PowerPoint
3 1 (1.32%) MS Visio
Cloud Services
1 7 (9.21%) Amazon AWS
2 3 (3.95%) Microsoft Azure
3 1 (1.32%) SaaS
Communications & Networking
1 9 (11.84%) Internet
2 3 (3.95%) TCP/IP
3 2 (2.63%) Firewall
Database & Business Intelligence
1 41 (53.95%) Hadoop
2 30 (39.47%) NoSQL
3 25 (32.89%) Apache Hive
4 23 (30.26%) Data Warehouse
5 13 (17.11%) OLAP
5 13 (17.11%) Relational Database
6 10 (13.16%) Cloudera CDH
6 10 (13.16%) Impala
7 9 (11.84%) Data Lake
7 9 (11.84%) SQL Server
8 7 (9.21%) Pentaho
8 7 (9.21%) PowerCenter
9 5 (6.58%) BusinessObjects
9 5 (6.58%) SQL Server Reporting Services
10 4 (5.26%) BusinessObjects Business Intelligence
11 3 (3.95%) Apache Cassandra
11 3 (3.95%) MongoDB
12 2 (2.63%) Sqoop
13 1 (1.32%) Base SAS
13 1 (1.32%) HBase
Development Applications
1 7 (9.21%) Talend Open Studio
2 5 (6.58%) Jenkins
2 5 (6.58%) Maven
2 5 (6.58%) Sonatype Nexus
3 3 (3.95%) Burp Suite
3 3 (3.95%) Metasploit
General
1 17 (22.37%) Finance
2 15 (19.74%) Banking
3 10 (13.16%) Spanish Language
4 6 (7.89%) Retail
5 4 (5.26%) Dutch Language
5 4 (5.26%) French Language
5 4 (5.26%) Games
5 4 (5.26%) German Language
5 4 (5.26%) Italian Language
6 2 (2.63%) Financial Institution
7 1 (1.32%) Automotive
7 1 (1.32%) Manufacturing
Job Titles
1 21 (27.63%) Architect
2 19 (25.00%) Data Architect
3 15 (19.74%) Lead Architect
3 15 (19.74%) Lead Data Architect
4 14 (18.42%) Analyst
4 14 (18.42%) Software Engineer
5 9 (11.84%) Developer
6 7 (9.21%) Data Engineer
7 6 (7.89%) Big Data Engineer
7 6 (7.89%) Data Analyst
7 6 (7.89%) Developer/Software Engineer
7 6 (7.89%) Software Developer
8 5 (6.58%) Agile Project Manager
8 5 (6.58%) Business Intelligence Analyst
8 5 (6.58%) Hadoop Engineer
8 5 (6.58%) Product Manager
8 5 (6.58%) Project Manager
9 4 (5.26%) Consultant
9 4 (5.26%) Graduate
9 4 (5.26%) Hadoop Architect
Libraries, Frameworks & Software Standards
1 14 (18.42%) Web Services
2 12 (15.79%) HTML
3 10 (13.16%) Kafka
4 9 (11.84%) RESTful
4 9 (11.84%) SOAP
5 4 (5.26%) .NET
6 3 (3.95%) REST
6 3 (3.95%) XML
7 2 (2.63%) AngularJS
7 2 (2.63%) ASP.NET
7 2 (2.63%) ASP.NET MVC
7 2 (2.63%) jQuery
7 2 (2.63%) Regular Expression
8 1 (1.32%) J2EE
Miscellaneous
1 19 (25.00%) Data Structures
2 18 (23.68%) Analytical Skills
3 16 (21.05%) Computer Science
4 9 (11.84%) Internet of Things
5 6 (7.89%) Management Information System
6 4 (5.26%) Smart City
7 3 (3.95%) Cyber Attack
8 2 (2.63%) BBC
8 2 (2.63%) Data Centre
8 2 (2.63%) Fintech
8 2 (2.63%) Greenfield Project
9 1 (1.32%) Driving Licence
Operating Systems
1 3 (3.95%) Kali Linux
2 2 (2.63%) Linux
3 1 (1.32%) Unix
Processes & Methodologies
1 33 (43.42%) Analytics
2 31 (40.79%) ETL
3 26 (34.21%) Agile Software Development
4 24 (31.58%) Business Intelligence
5 16 (21.05%) Data Analytics
6 14 (18.42%) Software Engineering
7 13 (17.11%) OO
8 12 (15.79%) Stakeholder Management
9 11 (14.47%) Data Modelling
10 10 (13.16%) Big Data Analytics
10 10 (13.16%) Continuous Integration
10 10 (13.16%) Data Architecture
11 9 (11.84%) ITIL
11 9 (11.84%) Project Management
12 8 (10.53%) TDD
13 7 (9.21%) Business Analytics
13 7 (9.21%) Data Mapping
13 7 (9.21%) Incident Management
13 7 (9.21%) SDLC
14 6 (7.89%) High Availability
Programming Languages
1 25 (32.89%) Java
2 24 (31.58%) SQL
3 20 (26.32%) Python
4 14 (18.42%) C++
5 9 (11.84%) PHP
6 8 (10.53%) Scala
7 7 (9.21%) VBA
8 4 (5.26%) C#
9 3 (3.95%) Perl
10 1 (1.32%) PL/SQL
10 1 (1.32%) T-SQL
Qualifications
1 18 (23.68%) Degree
2 4 (5.26%) Computer Science Degree
3 3 (3.95%) Chartered Engineer
3 3 (3.95%) CISM
3 3 (3.95%) CISSP
Quality Assurance & Compliance
1 14 (18.42%) Data Quality
2 3 (3.95%) ISO/IEC 27001
2 3 (3.95%) PCI DSS
2 3 (3.95%) Sarbanes-Oxley
System Software
1 8 (10.53%) Apache Flume
2 2 (2.63%) VMware Infrastructure
Systems Management
1 12 (15.79%) Oozie
2 2 (2.63%) Icinga
2 2 (2.63%) Opscode Chef
2 2 (2.63%) Puppet
2 2 (2.63%) vRealize
Vendors
1 8 (10.53%) Oracle
2 7 (9.21%) Ab Initio
2 7 (9.21%) Cloudera
2 7 (9.21%) Microsoft
2 7 (9.21%) MicroStrategy
2 7 (9.21%) Talend
3 6 (7.89%) Tableau
4 5 (6.58%) SAP
5 2 (2.63%) Cisco
5 2 (2.63%) Dell
5 2 (2.63%) EMC
5 2 (2.63%) ServiceNow
5 2 (2.63%) VMware
Milton Keynes, Buckinghamshire
Northern Recruitment Group
Salary: From £30,330 to £39,852 per annum
Posted: 5 hours ago
Milton Keynes, Buckinghamshire
Northern Recruitment Group
Salary: From £32,893 to £44,289 per annum
Posted: 5 hours ago
Milton Keynes, Buckinghamshire
Eurostaff Group Limited
Posted: 16 hours ago
Milton Keynes, Buckinghamshire
Reed Technology
Salary: £22000 - £28000 per annum
Posted: 22 hours ago
Milton Keynes, Buckinghamshire
Rullion
Posted: 3 days ago
Milton Keynes, Buckinghamshire
Hudson IT
Salary: £90000 - £110000 per annum + Great bonus and benefits
Posted: 6 days ago
Buckinghamshire
Hays West And Wales
Salary: £50000.00 - £60000.00 per annum + benefits
Posted: 14 days ago