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 29 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
29 Jun 2016
Same period 2015 Same period 2014
Big Data
Rank 64 107 100
Rank change year-on-year
+43 -7
Permanent jobs citing Big Data 69 27 39
As % of all permanent IT jobs located in Cambridgeshire 3.70% 1.24% 1.64%
As % of the Database & Business Intelligence category 14.65% 4.34% 5.45%
Number of salaries quoted 65 25 32
Median salary £55,000 £47,500 £48,750
Median salary % change year-on-year
+15.78% -2.56%
90% offered a salary of more than £30,000 £43,500 £40,000
10% offered a salary of more than £65,000 £75,000 £60,000
UK excluding London median salary £55,000 £50,000 £50,000
% change year-on-year
+10.00% -
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
471 622 715
As % of all permanent IT jobs located in Cambridgeshire 25.24% 28.51% 30.16%
Number of salaries quoted 406 554 611
Median salary £42,500 £45,000 £42,000
Median salary % change year-on-year
-5.55% +7.14%
90% offered a salary of more than £30,000 £30,000 £30,000
10% offered a salary of more than £60,000 £55,000 £57,500
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 29 June 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 29 June 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 +46 55 £55,000 +15.78% 11
Peterborough - 12 £30,000 -
Big Data
East of England

Big Data
Top 30 Related IT Skills in Cambridgeshire

For the 6 months to 29 June 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 75 (56.39%) Java
2 69 (51.88%) Degree
3 54 (40.60%) Computer Science
4 51 (38.35%) Python
5 50 (37.59%) Algorithms
6 37 (27.82%) Analytics
7 36 (27.07%) NoSQL
7 36 (27.07%) Hadoop
8 35 (26.32%) JSON
8 35 (26.32%) SQL
9 33 (24.81%) Amazon AWS
10 32 (24.06%) Microsoft Azure
11 28 (21.05%) .NET
11 28 (21.05%) C#
12 26 (19.55%) Mathematics
13 24 (18.05%) Scala
13 24 (18.05%) Pharmaceutical
14 23 (17.29%) C++
14 23 (17.29%) Finance
14 23 (17.29%) Data Structures
15 22 (16.54%) OOP
15 22 (16.54%) Cloud Computing
15 22 (16.54%) Docker
16 21 (15.79%) Business Intelligence
17 20 (15.04%) R
17 20 (15.04%) Visualisation
18 19 (14.29%) Data Visualisation
18 19 (14.29%) Financial Institution
18 19 (14.29%) Linux
19 18 (13.53%) Software Engineering

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 17 (12.78%) Apache Spark
2 14 (10.53%) Elasticsearch
3 12 (9.02%) SAS
4 2 (1.50%) Apache Pig
Applications
1 6 (4.51%) MS Excel
2 1 (0.75%) Mathcad
Cloud Services
1 33 (24.81%) Amazon AWS
2 32 (24.06%) Microsoft Azure
3 22 (16.54%) Cloud Computing
4 5 (3.76%) Google Cloud Platform
5 3 (2.26%) SaaS
Communications & Networking
1 13 (9.77%) TCP/IP
2 12 (9.02%) HTTP
3 3 (2.26%) Firewall
4 1 (0.75%) Ethernet
4 1 (0.75%) GSM
4 1 (0.75%) Intelligent Network
4 1 (0.75%) Intrusion Detection
4 1 (0.75%) Network Security
4 1 (0.75%) WebEx
Database & Business Intelligence
1 36 (27.07%) Hadoop
1 36 (27.07%) NoSQL
2 17 (12.78%) SQL Server
2 17 (12.78%) SQL Server Analysis Services
2 17 (12.78%) SQL Server Integration Services
3 14 (10.53%) HBase
3 14 (10.53%) MongoDB
4 12 (9.02%) Apache Hive
4 12 (9.02%) Relational Database
5 10 (7.52%) SQL Server 2008
6 7 (5.26%) Apache Cassandra
7 5 (3.76%) Power BI
8 4 (3.01%) Data Warehouse
8 4 (3.01%) Enterprise Data Warehouse
8 4 (3.01%) PostgreSQL
9 3 (2.26%) Data Mining
9 3 (2.26%) MySQL
10 1 (0.75%) DB2
10 1 (0.75%) Oracle Reports
10 1 (0.75%) RDBMS
Development Applications
1 14 (10.53%) SQL Server Management Studio (SSMS)
2 13 (9.77%) Git (software)
3 1 (0.75%) JIRA
3 1 (0.75%) YouTrack
General
1 24 (18.05%) Pharmaceutical
2 23 (17.29%) Finance
3 19 (14.29%) Financial Institution
4 13 (9.77%) Marketing
5 3 (2.26%) Manufacturing
5 3 (2.26%) Retail
6 1 (0.75%) Advertising
Job Titles
1 83 (62.41%) Developer
2 39 (29.32%) Big Data Developer
3 27 (20.30%) Java Developer
3 27 (20.30%) Senior Developer
4 20 (15.04%) C# Developer
5 18 (13.53%) Senior Big Data Developer
6 17 (12.78%) Business Intelligence Developer
7 16 (12.03%) .NET Developer
7 16 (12.03%) C# .NET Developer
8 14 (10.53%) Analyst
8 14 (10.53%) Python Developer
9 13 (9.77%) Software Engineer
10 12 (9.02%) Insight Analyst
11 11 (8.27%) Java Engineer
12 10 (7.52%) Senior Java Developer
13 9 (6.77%) Java Software Engineer
14 8 (6.02%) Lead Developer
14 8 (6.02%) Senior C# Developer
14 8 (6.02%) Team Leader
15 7 (5.26%) C++ Developer
Libraries, Frameworks & Software Standards
1 35 (26.32%) JSON
2 28 (21.05%) .NET
3 14 (10.53%) XML
4 13 (9.77%) AngularJS
5 11 (8.27%) CSS
5 11 (8.27%) HTML
6 9 (6.77%) REST
6 9 (6.77%) Web Services
7 7 (5.26%) Natural Language Processing
8 5 (3.76%) CSS3
8 5 (3.76%) HTML5
8 5 (3.76%) jQuery
8 5 (3.76%) RESTful
9 4 (3.01%) ASP.NET
9 4 (3.01%) Django
9 4 (3.01%) Node.js
9 4 (3.01%) Spring
10 3 (2.26%) Hibernate
10 3 (2.26%) Spring MVC
11 1 (0.75%) WPF
Miscellaneous
1 54 (40.60%) Computer Science
2 50 (37.59%) Algorithms
3 26 (19.55%) Mathematics
4 23 (17.29%) Data Structures
5 20 (15.04%) Visualisation
6 12 (9.02%) Analytical Skills
6 12 (9.02%) Smart Meter
7 5 (3.76%) Life Science
7 5 (3.76%) Physics
7 5 (3.76%) Telematics
8 4 (3.01%) Data Centre
9 2 (1.50%) Statistics
9 2 (1.50%) User Experience
9 2 (1.50%) W3C
9 2 (1.50%) Web 2.0
10 1 (0.75%) Client/Server
10 1 (0.75%) Device Driver
10 1 (0.75%) Grid Computing
10 1 (0.75%) Verilog
10 1 (0.75%) VHDL
Operating Systems
1 19 (14.29%) Linux
2 4 (3.01%) Windows
3 2 (1.50%) Red Hat Enterprise Linux
3 2 (1.50%) Unix
3 2 (1.50%) Windows Server
Processes & Methodologies
1 37 (27.82%) Analytics
2 22 (16.54%) OOP
3 21 (15.79%) Business Intelligence
4 19 (14.29%) Data Visualisation
5 18 (13.53%) Software Engineering
6 15 (11.28%) Big Data Analytics
6 15 (11.28%) Data Analytics
7 14 (10.53%) Agile Software Development
8 13 (9.77%) Mentoring
9 12 (9.02%) Functional Programming
9 12 (9.02%) TDD
10 11 (8.27%) HOOD
11 10 (7.52%) Data Analysis
11 10 (7.52%) Integration Testing
12 6 (4.51%) CRM
12 6 (4.51%) Front End Development
13 5 (3.76%) Continuous Delivery
13 5 (3.76%) E-Commerce
13 5 (3.76%) Machine Learning
14 4 (3.01%) Business Analytics
Programming Languages
1 75 (56.39%) Java
2 51 (38.35%) Python
3 35 (26.32%) SQL
4 28 (21.05%) C#
5 24 (18.05%) Scala
6 23 (17.29%) C++
7 20 (15.04%) R
8 12 (9.02%) Erlang
8 12 (9.02%) T-SQL
9 11 (8.27%) JavaScript
10 1 (0.75%) Assembly Language
10 1 (0.75%) Bash Shell
10 1 (0.75%) C
10 1 (0.75%) Lua
10 1 (0.75%) MATLAB
10 1 (0.75%) Perl
Qualifications
1 69 (51.88%) Degree
2 12 (9.02%) PhD
3 4 (3.01%) IBM Certification
4 3 (2.26%) Postgraduate
Quality Assurance & Compliance
1 5 (3.76%) SLA
2 4 (3.01%) Data Quality
3 2 (1.50%) QA
3 2 (1.50%) WAI
4 1 (0.75%) HIPAA
4 1 (0.75%) ISO/IEC 27001
System Software
1 22 (16.54%) Docker
2 1 (0.75%) Firmware
Systems Management
1 1 (0.75%) Ansible
1 1 (0.75%) Puppet
Vendors
1 11 (8.27%) Microsoft
2 9 (6.77%) Tableau
3 6 (4.51%) Google
3 6 (4.51%) Oracle
4 5 (3.76%) IBM
5 4 (3.01%) Cognos
5 4 (3.01%) MicroStrategy
6 2 (1.50%) Red Hat
6 2 (1.50%) Splunk
7 1 (0.75%) ANSYS
7 1 (0.75%) Mapbox
7 1 (0.75%) Rackspace
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