Period
to 17 October 2018

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 6 months to 17 October 2018 with a comparison to the same period in the previous 2 years.

Big Data
South East > Buckinghamshire
6 months to
17 Oct 2018
Same period 2017 Same period 2016
Rank 125 79 132
Rank change year-on-year -46 +53 +45
Permanent jobs citing Big Data 31 99 43
As % of all permanent IT jobs advertised in Buckinghamshire 1.23% 3.52% 1.38%
As % of the Database & Business Intelligence category 3.57% 9.66% 4.45%
Number of salaries quoted 28 72 40
Buckinghamshire median annual salary £62,500 £55,000 £38,750
Median salary % change year-on-year +13.64% +41.94% -38.00%
10th Percentile £40,500 £29,250 £27,500
90th Percentile £85,000 £87,500 £79,500
South East median annual salary £57,500 £57,500 £55,000
% change year-on-year - +4.55% +5.77%

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 Buckinghamshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Buckinghamshire
Permanent vacancies with a requirement for database or business intelligence skills 868 1,025 967
As % of all permanent IT jobs advertised in Buckinghamshire 34.46% 36.44% 31.12%
Number of salaries quoted 781 859 826
Buckinghamshire median annual salary £45,000 £45,000 £42,500
Median salary % change year-on-year - +5.88% +6.25%
10th Percentile £27,951 £28,250 £27,500
90th Percentile £63,750 £65,000 £57,500
South East median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +5.88%

Big Data
Job Vacancy Trend in Buckinghamshire

Job postings citing Big Data as a percentage of all IT jobs advertised in Buckinghamshire.

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 6 months to 17 October 2018.

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 6 months to 17 October 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Milton Keynes -31 27 £61,250 +12.90% 2
Amersham - 1 £62,500 -
Big Data
South East

For the 6 months to 17 October 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 Buckinghamshire region with a requirement for Big Data.

1 22 (70.97%) Agile Software Development
2 19 (61.29%) Hadoop
3 13 (41.94%) NoSQL
3 13 (41.94%) Apache Spark
4 12 (38.71%) SQL
5 11 (35.48%) Business Intelligence
5 11 (35.48%) Retail
6 10 (32.26%) Kafka
7 9 (29.03%) TOGAF
7 9 (29.03%) Data Architecture
7 9 (29.03%) Data Warehouse
7 9 (29.03%) Java
7 9 (29.03%) Finance
8 8 (25.81%) Data Modelling
8 8 (25.81%) ETL
8 8 (25.81%) Zachman Framework
8 8 (25.81%) ArchiMate
8 8 (25.81%) Data Science
9 7 (22.58%) Greenfield Project
9 7 (22.58%) Analytics
9 7 (22.58%) Metadata Management
9 7 (22.58%) Open Source
9 7 (22.58%) Data Management
9 7 (22.58%) TDD
9 7 (22.58%) MicroStrategy
9 7 (22.58%) ERwin
10 6 (19.35%) Decision-Making
11 5 (16.13%) Problem-Solving
11 5 (16.13%) RStudio
11 5 (16.13%) Neo4j

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 13 (41.94%) Apache Spark
2 2 (6.45%) Apache
2 2 (6.45%) Apache Pig
2 2 (6.45%) SAS
3 1 (3.23%) Confluence
3 1 (3.23%) Elasticsearch
Applications
1 3 (9.68%) Microsoft Excel
Cloud Services
1 2 (6.45%) Adobe Analytics
1 2 (6.45%) Google Analytics
2 1 (3.23%) Amazon AWS
2 1 (3.23%) Amazon EC2
2 1 (3.23%) Amazon S3
2 1 (3.23%) Amazon SQS
2 1 (3.23%) SaaS
Communications & Networking
1 2 (6.45%) Internet
2 1 (3.23%) ATM
2 1 (3.23%) DNS
2 1 (3.23%) HTTP
2 1 (3.23%) SAN
2 1 (3.23%) SMS
Database & Business Intelligence
1 19 (61.29%) Hadoop
2 13 (41.94%) NoSQL
3 9 (29.03%) Data Warehouse
4 5 (16.13%) Neo4j
4 5 (16.13%) Pentaho
4 5 (16.13%) PowerCenter
5 4 (12.90%) Apache Hive
6 3 (9.68%) HBase
7 2 (6.45%) Data Lake
7 2 (6.45%) MySQL
7 2 (6.45%) Power BI
7 2 (6.45%) Redis
7 2 (6.45%) SAS EBI
8 1 (3.23%) Amazon DynamoDB
8 1 (3.23%) Data Mining
8 1 (3.23%) DB2
8 1 (3.23%) Easytrieve
8 1 (3.23%) PostgreSQL
8 1 (3.23%) SQL Server
8 1 (3.23%) SQL Server Integration Services
Development Applications
1 7 (22.58%) ERwin
2 5 (16.13%) PowerDesigner
2 5 (16.13%) RStudio
3 1 (3.23%) Atlassian Bamboo
3 1 (3.23%) Git (software)
3 1 (3.23%) IntelliJ
3 1 (3.23%) JIRA
3 1 (3.23%) Maven
3 1 (3.23%) Team Foundation Server
3 1 (3.23%) Visual Studio
General
1 11 (35.48%) Retail
2 9 (29.03%) Finance
3 3 (9.68%) Marketing
4 1 (3.23%) Banking
4 1 (3.23%) Electronics
4 1 (3.23%) Multimedia
Job Titles
1 7 (22.58%) Big Data Engineer
1 7 (22.58%) Data Engineer
2 6 (19.35%) Architect
2 6 (19.35%) Java Engineer
3 4 (12.90%) Data Architect
3 4 (12.90%) Data Modeller
3 4 (12.90%) Developer
4 2 (6.45%) Analyst
4 2 (6.45%) Business Intelligence Developer
4 2 (6.45%) MicroStrategy Developer
4 2 (6.45%) Power BI Developer
4 2 (6.45%) SAS BI Developer
4 2 (6.45%) SAS Developer
5 1 (3.23%) AWS Engineer
5 1 (3.23%) Hadoop Architect
5 1 (3.23%) Mainframe Analyst
5 1 (3.23%) Mainframe Support
5 1 (3.23%) Senior Data Scientist
5 1 (3.23%) SQL Analyst
5 1 (3.23%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 10 (32.26%) Kafka
2 3 (9.68%) HTML
2 3 (9.68%) Spring
3 2 (6.45%) CSS
3 2 (6.45%) Node.js
3 2 (6.45%) Spring Boot
4 1 (3.23%) ActiveMQ
4 1 (3.23%) AngularJS
4 1 (3.23%) Elastic Stack
4 1 (3.23%) HTML5
4 1 (3.23%) Middleware
4 1 (3.23%) RabbitMQ
4 1 (3.23%) React
4 1 (3.23%) REST
4 1 (3.23%) Ruby on Rails
4 1 (3.23%) Servlets
4 1 (3.23%) SOAP
4 1 (3.23%) Spark Streaming
4 1 (3.23%) XHTML
4 1 (3.23%) XML
Miscellaneous
1 7 (22.58%) Greenfield Project
2 4 (12.90%) Analytical Skills
3 3 (9.68%) Algorithms
4 2 (6.45%) Data Structures
5 1 (3.23%) Computer Science
5 1 (3.23%) Digital Media
5 1 (3.23%) Linux Command Line
5 1 (3.23%) Mainframe
5 1 (3.23%) Management Information System
5 1 (3.23%) New Media
5 1 (3.23%) Taxonomies
Operating Systems
1 4 (12.90%) Unix
2 3 (9.68%) Linux
3 1 (3.23%) Ubuntu
Processes & Methodologies
1 22 (70.97%) Agile Software Development
2 11 (35.48%) Business Intelligence
3 9 (29.03%) Data Architecture
3 9 (29.03%) TOGAF
4 8 (25.81%) ArchiMate
4 8 (25.81%) Data Modelling
4 8 (25.81%) Data Science
4 8 (25.81%) ETL
4 8 (25.81%) Zachman Framework
5 7 (22.58%) Analytics
5 7 (22.58%) Data Management
5 7 (22.58%) Metadata Management
5 7 (22.58%) Open Source
5 7 (22.58%) TDD
6 6 (19.35%) Decision-Making
7 5 (16.13%) Continuous Integration
7 5 (16.13%) DoDAF
7 5 (16.13%) Problem-Solving
7 5 (16.13%) Software Engineering
7 5 (16.13%) Visualisation
Programming Languages
1 12 (38.71%) SQL
2 9 (29.03%) Java
3 5 (16.13%) JavaScript
4 4 (12.90%) Python
5 2 (6.45%) Scala
5 2 (6.45%) T-SQL
5 2 (6.45%) VBA
6 1 (3.23%) Clojure
6 1 (3.23%) COBOL
6 1 (3.23%) Go
6 1 (3.23%) Groovy
6 1 (3.23%) JCL
6 1 (3.23%) Kotlin
6 1 (3.23%) PHP
6 1 (3.23%) R
6 1 (3.23%) Ruby
Qualifications
1 1 (3.23%) PhD
Quality Assurance & Compliance
1 5 (16.13%) Data Quality
2 1 (3.23%) SLA
System Software
1 2 (6.45%) Apache ZooKeeper
Systems Management
1 2 (6.45%) Ambari
1 2 (6.45%) Hadoop YARN
2 1 (3.23%) Control-M
2 1 (3.23%) Grafana
2 1 (3.23%) OMEGAMON
Vendors
1 7 (22.58%) MicroStrategy
2 5 (16.13%) Ab Initio
2 5 (16.13%) Talend
3 2 (6.45%) Adobe
3 2 (6.45%) Google
3 2 (6.45%) IBM
3 2 (6.45%) Tableau
4 1 (3.23%) Atlassian
4 1 (3.23%) Cloudera
4 1 (3.23%) Netezza
4 1 (3.23%) New Relic
4 1 (3.23%) Oracle
4 1 (3.23%) Remedy
4 1 (3.23%) SolarWinds
4 1 (3.23%) Splunk