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 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
27 Feb 2017
Same period 2016 Same period 2015
Big Data
East of England / Cambridgeshire
Rank 80 78 107
Rank change year-on-year
-2 +29
Permanent jobs citing Big Data 45 53 29
As % of all permanent IT jobs located in Cambridgeshire 2.68% 2.50% 1.30%
As % of the Database & Business Intelligence category 10.56% 10.45% 5.05%
Number of salaries quoted 39 41 29
Median salary £50,000 £50,000 £40,000
Median salary % change year-on-year
- +25.00%
90% offered a salary of more than £33,500 £35,000 £30,000
10% offered a salary of more than £60,000 £65,000 £55,000
UK excluding London median salary £55,000 £50,000 £52,000
% change year-on-year
+10.00% -3.84%

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
426 507 574
As % of all permanent IT jobs located in Cambridgeshire 25.36% 23.92% 25.69%
Number of salaries quoted 368 406 479
Median salary £45,000 £41,500 £42,500
Median salary % change year-on-year
+8.43% -2.35%
90% offered a salary of more than £32,500 £30,000 £27,000
10% offered a salary of more than £60,000 £57,500 £60,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

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 February 2017.

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 February 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
Cambridge +8 44 £50,000 +11.11% 16
Big Data
East of England

Big Data
Top 30 Related IT Skills in Cambridgeshire

For the 6 months to 27 February 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 Cambridgeshire region with a requirement for Big Data.

1 51 (57.30%) Java
2 47 (52.81%) Computer Science
3 39 (43.82%) Software Engineering
4 37 (41.57%) Degree
5 36 (40.45%) NoSQL
6 34 (38.20%) Amazon AWS
6 34 (38.20%) Python
7 29 (32.58%) Algorithms
8 25 (28.09%) Linux
9 22 (24.72%) Finance
10 21 (23.60%) MongoDB
11 20 (22.47%) HBase
11 20 (22.47%) Data Structures
11 20 (22.47%) Git (software)
11 20 (22.47%) RESTful
12 19 (21.35%) Cloud Computing
12 19 (21.35%) Agile Software Development
12 19 (21.35%) Web Services
13 17 (19.10%) OO
13 17 (19.10%) JSON
14 16 (17.98%) Bioinformatics
15 15 (16.85%) Biology
15 15 (16.85%) Microsoft Azure
16 14 (15.73%) Visualisation
16 14 (15.73%) Internet of Things
16 14 (15.73%) Docker
16 14 (15.73%) Gradle
16 14 (15.73%) Elasticsearch
16 14 (15.73%) Spring
16 14 (15.73%) Maven

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 14 (15.73%) Elasticsearch
2 6 (6.74%) Confluence
3 2 (2.25%) Apache Spark
3 2 (2.25%) OpenStack
Business Applications
1 1 (1.12%) Oracle BPM
Cloud Services
1 34 (38.20%) Amazon AWS
2 19 (21.35%) Cloud Computing
3 15 (16.85%) Microsoft Azure
4 6 (6.74%) GitHub
5 1 (1.12%) Google Cloud Platform
Communications & Networking
1 14 (15.73%) Internet
2 4 (4.49%) Firewall
3 3 (3.37%) HTTP
3 3 (3.37%) TCP/IP
4 2 (2.25%) Intrusion Detection
4 2 (2.25%) LDAP
Database & Business Intelligence
1 36 (40.45%) NoSQL
2 21 (23.60%) MongoDB
3 20 (22.47%) HBase
4 13 (14.61%) Relational Database
5 9 (10.11%) Hadoop
6 8 (8.99%) PostgreSQL
7 7 (7.87%) Apache Cassandra
8 6 (6.74%) Parquet
9 5 (5.62%) Data Mining
10 3 (3.37%) Data Warehouse
11 2 (2.25%) Apache Hive
11 2 (2.25%) SQL Server
12 1 (1.12%) BusinessObjects
12 1 (1.12%) GIS
12 1 (1.12%) MySQL
12 1 (1.12%) Neo4j
12 1 (1.12%) Oracle BI EE
12 1 (1.12%) SAP BW
12 1 (1.12%) Spotfire
12 1 (1.12%) Text Mining
Development Applications
1 20 (22.47%) Git (software)
2 14 (15.73%) Gradle
2 14 (15.73%) Maven
3 7 (7.87%) JIRA
4 5 (5.62%) NUnit
4 5 (5.62%) Team Foundation Server
5 2 (2.25%) Ranorex
5 2 (2.25%) Rhino Mocks
5 2 (2.25%) Talend Open Studio
6 1 (1.12%) Oracle APEX
6 1 (1.12%) Selenium
General
1 22 (24.72%) Finance
2 2 (2.25%) Games
3 1 (1.12%) Automotive
3 1 (1.12%) Marketing
Job Titles
1 48 (53.93%) Developer
2 38 (42.70%) Java Developer
3 17 (19.10%) Java Engineer
4 14 (15.73%) Graduate
4 14 (15.73%) Graduate Developer
4 14 (15.73%) Graduate Java Developer
5 12 (13.48%) Software Developer
6 11 (12.36%) Software Engineer
7 9 (10.11%) Java Software Developer
8 7 (7.87%) Architect
8 7 (7.87%) Java Software Engineer
8 7 (7.87%) JavaScript Developer
9 6 (6.74%) C Software Engineer
9 6 (6.74%) Database Architect
9 6 (6.74%) Java Architect
10 5 (5.62%) Big Data Developer
10 5 (5.62%) Linux Engineer
10 5 (5.62%) Python Developer
10 5 (5.62%) Test Engineer
11 4 (4.49%) Software Test Engineer
Libraries, Frameworks & Software Standards
1 20 (22.47%) RESTful
2 19 (21.35%) Web Services
3 17 (19.10%) JSON
4 14 (15.73%) Spring
5 11 (12.36%) XML
6 10 (11.24%) Natural Language Processing
7 9 (10.11%) AngularJS
8 6 (6.74%) Node.js
9 5 (5.62%) .NET
9 5 (5.62%) D3.js
10 3 (3.37%) ASP.NET
10 3 (3.37%) CSS
10 3 (3.37%) HTML
10 3 (3.37%) HTML5 Canvas
10 3 (3.37%) JMS
10 3 (3.37%) LESS
10 3 (3.37%) Middleware
10 3 (3.37%) Sass
10 3 (3.37%) SOAP
10 3 (3.37%) SVG
Miscellaneous
1 47 (52.81%) Computer Science
2 29 (32.58%) Algorithms
3 20 (22.47%) Data Structures
4 14 (15.73%) Internet of Things
5 10 (11.24%) Life Science
6 6 (6.74%) User Experience
7 4 (4.49%) Grid Computing
7 4 (4.49%) Management Information System
8 3 (3.37%) Smart Meter
9 2 (2.25%) Analytical Skills
9 2 (2.25%) Data Centre
9 2 (2.25%) Fintech
9 2 (2.25%) Security Operations Centre
10 1 (1.12%) Clustering
10 1 (1.12%) Online Games
10 1 (1.12%) Private Cloud
Operating Systems
1 25 (28.09%) Linux
2 10 (11.24%) Windows
3 5 (5.62%) Unix
4 2 (2.25%) Red Hat Enterprise Linux
5 1 (1.12%) Windows Server
Processes & Methodologies
1 39 (43.82%) Software Engineering
2 19 (21.35%) Agile Software Development
3 17 (19.10%) OO
4 16 (17.98%) Bioinformatics
5 15 (16.85%) Biology
6 14 (15.73%) OOP
6 14 (15.73%) Visualisation
7 12 (13.48%) Analytics
8 11 (12.36%) Data Visualisation
8 11 (12.36%) Scrum
9 10 (11.24%) Machine Learning
10 9 (10.11%) Unit Testing
11 8 (8.99%) SDLC
12 7 (7.87%) Cross-Platform Development
12 7 (7.87%) Document Management
13 6 (6.74%) Artificial Intelligence
13 6 (6.74%) Regression Testing
13 6 (6.74%) Statistics
13 6 (6.74%) Test Automation
14 5 (5.62%) Mathematics
Programming Languages
1 51 (57.30%) Java
2 34 (38.20%) Python
3 14 (15.73%) JavaScript
4 11 (12.36%) SQL
5 10 (11.24%) C#
6 9 (10.11%) C++
6 9 (10.11%) Perl
7 8 (8.99%) C
8 7 (7.87%) Lua
9 6 (6.74%) Scala
10 3 (3.37%) Bash Shell
10 3 (3.37%) Erlang
10 3 (3.37%) ES6
10 3 (3.37%) TypeScript
11 2 (2.25%) R
12 1 (1.12%) Assembly Language
12 1 (1.12%) Embedded C
12 1 (1.12%) PL/SQL
12 1 (1.12%) VBA
Qualifications
1 37 (41.57%) Degree
2 3 (3.37%) DBS Check
2 3 (3.37%) PhD
3 2 (2.25%) CISM
3 2 (2.25%) CISSP
4 1 (1.12%) Postgraduate
Quality Assurance & Compliance
1 2 (2.25%) HIPAA
1 2 (2.25%) ISO/IEC 27001
2 1 (1.12%) QA
System Software
1 14 (15.73%) Docker
2 1 (1.12%) VirtualBox
2 1 (1.12%) VMware Infrastructure
Systems Management
1 2 (2.25%) HP Quality Center
2 1 (1.12%) Opscode Chef
Vendors
1 6 (6.74%) Oracle
2 5 (5.62%) Microsoft
3 3 (3.37%) Twitter
3 3 (3.37%) webMethods
4 2 (2.25%) Red Hat
4 2 (2.25%) Tableau
4 2 (2.25%) Talend
4 2 (2.25%) TOWER Software
5 1 (1.12%) Cognizant
5 1 (1.12%) Cognos
5 1 (1.12%) Google
5 1 (1.12%) Hyperion
5 1 (1.12%) SAP
5 1 (1.12%) Vertica
5 1 (1.12%) VMware
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £32000 - £35000 per annum + benefits
Posted: 18 hours ago
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £45000 - £55000 per annum + shares + bens
Posted: 19 hours ago
Cambridge, Cambridgeshire
Softweb Resourcing Limited
Salary: From £40,000 to £65,000 per annum Salary DOE + Benefits
Posted: 3 days ago
Cambridge, Cambridgeshire
Oliver Bernard
Salary: £20000 - £45000 per annum
Posted: 4 days ago
Cambridge, Cambridgeshire
Agentis Solution
Salary: From £40,000 to £45,000 per annum
Posted: 6 days ago
Huntingdon, Cambridgeshire
Senitor Associates
Salary: £30000 - £70000 per annum + Benefits & Cool Projects
Posted: 2 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: Negotiable to c£80k DoE + package
Posted: 5 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: Negotiable c£80,000 DoE + package
Posted: 5 days ago
Cambridge
OHO Group Ltd.
Salary: £35000 - £50000 per annum, Benefits: Excellent Benefits
Posted: 10 days ago
Hinxton near Cambridge, UK
EMBL
Salary: Competitive plus benefits
Posted: 5 days ago
Cambridge, Cambridgeshire
Softweb Resourcing Limited
Salary: From £30,000 to £60,000 per annum Stock Options + More
Posted: 6 days ago
Cambridge, Cambridgeshire
XIST4 IT LIMITED
Salary: £35-40,000 + £2k Bonus + Bens
Posted: 11 days ago
Hinxton near Cambridge, UK
EMBL
Salary: Competitive plus benefits
Posted: 17 days ago
Cambridge, Cambridgeshire
Abcam
Salary: Excellent
Posted: 23 days ago
Hinxton near Cambridge, UK
EMBL
Salary: Competitive plus benefits
Posted: 17 days ago
Hinxton near Cambridge, UK
EMBL
Salary: Competitive plus benefits
Posted: 17 days ago