The table below looks at the statistics for Big Data skills in IT jobs advertised for the Cambridgeshire region. Included is a guide to the salaries offered in IT jobs that have cited Big Data over the 3 months to 27 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 May 2016
Same period 2015 Same period 2014
Big Data
Rank 64 117 127
Rank change year-on-year
+53 +10
Permanent jobs citing Big Data 73 17 21
As % of all permanent IT jobs located in Cambridgeshire 3.78% 0.81% 0.85%
As % of the Database & Business Intelligence category 14.51% 2.92% 2.82%
Number of salaries quoted 60 15 21
Median salary £51,250 £45,000 £47,500
Median salary % change year-on-year
+13.88% -5.26%
90% offered a salary of more than £30,000 £41,000 £30,000
10% offered a salary of more than £65,000 £71,500 £57,500
UK excluding London median salary £52,500 £50,000 £50,000
% change year-on-year
+5.00% -
Big Data
East of England

The following table is for comparison with the above and provides statistics for the entire Database & Business Intelligence category in permanent jobs advertised in the Cambridgeshire region.

Database & Business Intelligence Category
Cambridgeshire
Permanent IT job ads with a match in the
Database & Business Intelligence category
503 583 745
As % of all permanent IT jobs located in Cambridgeshire 26.02% 27.71% 30.03%
Number of salaries quoted 421 505 648
Median salary £40,000 £45,000 £40,000
Median salary % change year-on-year
-11.11% +12.50%
90% offered a salary of more than £32,500 £30,000 £30,000
10% offered a salary of more than £60,000 £50,000 £55,000
UK excluding London median salary £42,500 £41,500 £40,000
% change year-on-year
+2.40% +3.75%

Big Data
Jobs Demand Trend in Cambridgeshire

The demand trend of job ads across the Cambridgeshire region citing Big Data as a proportion of all IT jobs with a match in the Database & Business Intelligence category.

Big Data Jobs Demand Trend in Cambridgeshire

Big Data
Salary Trend in Cambridgeshire

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

Big Data Salary Trend in Cambridgeshire

Big Data
Salary Histogram in Cambridgeshire

This chart provides a salary histogram for IT jobs citing Big Data across the Cambridgeshire region over the 3 months to 27 May 2016.

Big Data Salary Histogram in Cambridgeshire

Big Data
Job Locations in Cambridgeshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Big Data within the Cambridgeshire region over the 3 months to 27 May 2016. 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
(Click see detailed
statistics and trends)
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
Cambridge +38 50 £52,500 +16.66% 22
Peterborough +12 21 £30,000 -55.55% 1
Big Data
East of England

Big Data
Top 30 Related IT Skills in Cambridgeshire

For the 6 months to 27 May 2016, 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 Cambridgeshire region with a requirement for Big Data.

1 79 (62.70%) Java
2 60 (47.62%) Degree
3 51 (40.48%) Python
3 51 (40.48%) Algorithms
4 48 (38.10%) Computer Science
5 42 (33.33%) NoSQL
6 39 (30.95%) SQL
7 37 (29.37%) Hadoop
8 36 (28.57%) JSON
9 35 (27.78%) Analytics
10 30 (23.81%) Amazon AWS
10 30 (23.81%) Mathematics
11 27 (21.43%) Microsoft Azure
12 26 (20.63%) Scala
13 23 (18.25%) Cloud Computing
13 23 (18.25%) Docker
13 23 (18.25%) OOP
13 23 (18.25%) Pharmaceutical
13 23 (18.25%) Business Intelligence
13 23 (18.25%) Data Structures
14 22 (17.46%) C++
14 22 (17.46%) Finance
15 20 (15.87%) R
16 19 (15.08%) Data Visualisation
16 19 (15.08%) Visualisation
16 19 (15.08%) .NET
16 19 (15.08%) Linux
17 18 (14.29%) SQL Server
17 18 (14.29%) C#
17 18 (14.29%) Financial Institution

Big Data
Top Related IT Skills in Cambridgeshire 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 16 (12.70%) Apache Spark
2 12 (9.52%) SAS
3 10 (7.94%) Elasticsearch
4 5 (3.97%) Apache Pig
5 4 (3.17%) Node.js
6 2 (1.59%) JBoss
6 2 (1.59%) Oracle Application Server
6 2 (1.59%) Tomcat
6 2 (1.59%) WebLogic
6 2 (1.59%) WebSphere
6 2 (1.59%) WebSphere Application Server
7 1 (0.79%) Apache Solr
7 1 (0.79%) SharePoint
Applications
1 7 (5.56%) MS Excel
Business Applications
1 2 (1.59%) Dynamics CRM
Cloud Services
1 30 (23.81%) Amazon AWS
2 27 (21.43%) Microsoft Azure
3 23 (18.25%) Cloud Computing
4 5 (3.97%) Google Cloud Platform
5 3 (2.38%) SaaS
Communications & Networking
1 14 (11.11%) TCP/IP
2 13 (10.32%) HTTP
3 2 (1.59%) Firewall
4 1 (0.79%) Ethernet
4 1 (0.79%) Intelligent Network
4 1 (0.79%) Intrusion Detection
Database & Business Intelligence
1 42 (33.33%) NoSQL
2 37 (29.37%) Hadoop
3 18 (14.29%) SQL Server
3 18 (14.29%) SQL Server Analysis Services
4 17 (13.49%) SQL Server Integration Services
5 15 (11.90%) Apache Hive
6 13 (10.32%) MongoDB
7 10 (7.94%) HBase
7 10 (7.94%) SQL Server 2008
8 9 (7.14%) Relational Database
9 7 (5.56%) Power BI
10 6 (4.76%) Apache Cassandra
11 5 (3.97%) Data Warehouse
12 3 (2.38%) Amazon DynamoDB
12 3 (2.38%) Data Mining
12 3 (2.38%) Enterprise Data Warehouse
12 3 (2.38%) MySQL
12 3 (2.38%) Neo4j
12 3 (2.38%) PostgreSQL
12 3 (2.38%) SQL Server Reporting Services
Development Applications
1 14 (11.11%) SQL Server Management Studio (SSMS)
2 12 (9.52%) Git (software)
3 1 (0.79%) Gradle
3 1 (0.79%) Jenkins
3 1 (0.79%) JIRA
3 1 (0.79%) SoapUI
3 1 (0.79%) Subversion
3 1 (0.79%) YouTrack
General
1 23 (18.25%) Pharmaceutical
2 22 (17.46%) Finance
3 18 (14.29%) Financial Institution
4 15 (11.90%) Marketing
5 3 (2.38%) Manufacturing
5 3 (2.38%) Retail
6 1 (0.79%) Advertising
Job Titles
1 85 (67.46%) Developer
2 39 (30.95%) Big Data Developer
3 29 (23.02%) Java Developer
4 28 (22.22%) Senior Developer
5 19 (15.08%) Senior Big Data Developer
6 18 (14.29%) Business Intelligence Developer
6 18 (14.29%) C# Developer
7 16 (12.70%) .NET Developer
7 16 (12.70%) C# .NET Developer
7 16 (12.70%) Python Developer
8 15 (11.90%) Analyst
9 12 (9.52%) Insight Analyst
10 11 (8.73%) Java Engineer
11 10 (7.94%) Senior Java Developer
11 10 (7.94%) Software Engineer
12 8 (6.35%) Senior Business Intelligence Developer
13 7 (5.56%) C++/C# Developer
13 7 (5.56%) C++/Java Developer
13 7 (5.56%) JavaScript Developer
13 7 (5.56%) Team Leader
Libraries, Frameworks & Software Standards
1 36 (28.57%) JSON
2 19 (15.08%) .NET
3 16 (12.70%) REST
4 15 (11.90%) XML
5 14 (11.11%) AngularJS
6 12 (9.52%) CSS
6 12 (9.52%) HTML
7 10 (7.94%) jQuery
7 10 (7.94%) Web Services
8 8 (6.35%) Natural Language Processing
9 7 (5.56%) CSS3
9 7 (5.56%) HTML5
10 6 (4.76%) Django
11 5 (3.97%) RESTful
12 4 (3.17%) Ajax
12 4 (3.17%) ASP.NET
12 4 (3.17%) Spring
13 3 (2.38%) Hibernate
13 3 (2.38%) Java EE
13 3 (2.38%) Spring MVC
Miscellaneous
1 51 (40.48%) Algorithms
2 48 (38.10%) Computer Science
3 30 (23.81%) Mathematics
4 23 (18.25%) Data Structures
5 19 (15.08%) Visualisation
6 13 (10.32%) Smart Meter
7 12 (9.52%) Analytical Skills
8 7 (5.56%) Life Science
9 5 (3.97%) Physics
10 3 (2.38%) DataPower
10 3 (2.38%) W3C
10 3 (2.38%) Web 2.0
11 2 (1.59%) Data Integration
11 2 (1.59%) Statistics
12 1 (0.79%) Animation
12 1 (0.79%) Blog
12 1 (0.79%) Copywriting
12 1 (0.79%) Embedded Systems
12 1 (0.79%) Grid Computing
12 1 (0.79%) Social Media
Operating Systems
1 19 (15.08%) Linux
2 4 (3.17%) Unix
3 3 (2.38%) Windows
4 1 (0.79%) Red Hat Enterprise Linux
4 1 (0.79%) Windows Server
Processes & Methodologies
1 35 (27.78%) Analytics
2 23 (18.25%) Business Intelligence
2 23 (18.25%) OOP
3 19 (15.08%) Data Visualisation
4 17 (13.49%) Agile Software Development
5 16 (12.70%) Software Engineering
6 14 (11.11%) Big Data Analytics
6 14 (11.11%) TDD
7 13 (10.32%) Data Analytics
7 13 (10.32%) Functional Programming
7 13 (10.32%) Mentoring
8 11 (8.73%) Integration Testing
9 10 (7.94%) HOOD
10 8 (6.35%) CRM
10 8 (6.35%) Front End Development
11 6 (4.76%) Web Design
12 5 (3.97%) Continuous Delivery
12 5 (3.97%) E-Commerce
13 4 (3.17%) Data Analysis
13 4 (3.17%) Machine Learning
Programming Languages
1 79 (62.70%) Java
2 51 (40.48%) Python
3 39 (30.95%) SQL
4 26 (20.63%) Scala
5 22 (17.46%) C++
6 20 (15.87%) R
7 18 (14.29%) C#
8 13 (10.32%) Erlang
9 12 (9.52%) JavaScript
9 12 (9.52%) T-SQL
10 3 (2.38%) Groovy
11 1 (0.79%) Assembly Language
11 1 (0.79%) Bash Shell
11 1 (0.79%) C
11 1 (0.79%) Lua
11 1 (0.79%) Perl
Qualifications
1 60 (47.62%) Degree
2 17 (13.49%) PhD
3 3 (2.38%) IBM Certification
4 2 (1.59%) Postgraduate
Quality Assurance & Compliance
1 5 (3.97%) Data Quality
2 3 (2.38%) SLA
2 3 (2.38%) WAI
3 2 (1.59%) QA
4 1 (0.79%) HIPAA
4 1 (0.79%) ISO/IEC 27001
System Software
1 23 (18.25%) Docker
2 1 (0.79%) Firmware
Systems Management
1 1 (0.79%) Ansible
1 1 (0.79%) Puppet
Vendors
1 9 (7.14%) Microsoft
2 8 (6.35%) Tableau
3 6 (4.76%) Google
3 6 (4.76%) IBM
3 6 (4.76%) Oracle
4 3 (2.38%) Cognos
4 3 (2.38%) MicroStrategy
5 2 (1.59%) Splunk
6 1 (0.79%) Mapbox
6 1 (0.79%) Rackspace
6 1 (0.79%) Red Hat
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