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

3 months to
20 Jan 2017
Same period 2016 Same period 2015
Big Data
East of England / Cambridgeshire
Rank 91 83 112
Rank change year-on-year
-8 +29
Permanent jobs citing Big Data 33 45 27
As % of all permanent IT jobs located in Cambridgeshire 2.02% 2.28% 1.17%
As % of the Database & Business Intelligence category 8.59% 9.64% 4.74%
Number of salaries quoted 27 32 26
Median salary £50,000 £45,000 £37,500
Median salary % change year-on-year
+11.11% +20.00%
90% offered a salary of more than £33,500 £34,500 £30,000
10% offered a salary of more than £65,000 £62,500 £45,000
UK excluding London median salary £55,000 £52,500 £47,500
% change year-on-year
+4.76% +10.52%

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
384 467 570
As % of all permanent IT jobs located in Cambridgeshire 23.56% 23.66% 24.73%
Number of salaries quoted 346 393 480
Median salary £46,000 £40,000 £40,000
Median salary % change year-on-year
+15.00% -
90% offered a salary of more than £32,500 £28,000 £25,000
10% offered a salary of more than £62,500 £60,000 £55,000
UK excluding London median salary £43,000 £42,500 £40,000
% change year-on-year
+1.17% +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 20 January 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 20 January 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 +1 32 £50,000 +11.11% 9
Big Data
East of England

Big Data
Top 30 Related IT Skills in Cambridgeshire

For the 6 months to 20 January 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 44 (48.35%) Java
2 42 (46.15%) Computer Science
3 39 (42.86%) Degree
4 37 (40.66%) Software Engineering
5 31 (34.07%) Python
6 30 (32.97%) Agile Software Development
6 30 (32.97%) Analytics
6 30 (32.97%) Algorithms
7 25 (27.47%) Finance
7 25 (27.47%) NoSQL
8 24 (26.37%) Linux
9 23 (25.27%) Amazon AWS
10 21 (23.08%) Visualisation
10 21 (23.08%) JavaScript
10 21 (23.08%) Scrum
11 18 (19.78%) Bioinformatics
11 18 (19.78%) Biology
12 17 (18.68%) Data Analytics
13 16 (17.58%) MongoDB
14 15 (16.48%) C#
15 14 (15.38%) Web Services
15 14 (15.38%) Data Visualisation
15 14 (15.38%) AngularJS
15 14 (15.38%) HBase
15 14 (15.38%) Git (software)
15 14 (15.38%) Data Structures
16 13 (14.29%) Relational Database
16 13 (14.29%) Mathematics
16 13 (14.29%) Statistics
16 13 (14.29%) SQL

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 10 (10.99%) Elasticsearch
2 6 (6.59%) Confluence
3 2 (2.20%) Apache Solr
3 2 (2.20%) Apache Spark
3 2 (2.20%) OpenStack
3 2 (2.20%) SharePoint
4 1 (1.10%) SAS
Applications
1 1 (1.10%) MS PowerPoint
1 1 (1.10%) SPSS
Business Applications
1 1 (1.10%) Oracle BPM
Cloud Services
1 23 (25.27%) Amazon AWS
2 11 (12.09%) Cloud Computing
3 10 (10.99%) Microsoft Azure
4 6 (6.59%) GitHub
5 1 (1.10%) Google Cloud Platform
Communications & Networking
1 8 (8.79%) Internet
2 4 (4.40%) Firewall
2 4 (4.40%) HTTP
2 4 (4.40%) TCP/IP
3 2 (2.20%) Intrusion Detection
3 2 (2.20%) LDAP
4 1 (1.10%) 3G
4 1 (1.10%) 4G
4 1 (1.10%) Bluetooth
4 1 (1.10%) DHCP
4 1 (1.10%) DNS
4 1 (1.10%) Ethernet
4 1 (1.10%) Intelligent Network
4 1 (1.10%) IPsec
4 1 (1.10%) LTE
4 1 (1.10%) MQTT
4 1 (1.10%) SSL
4 1 (1.10%) Wi-Fi
Database & Business Intelligence
1 25 (27.47%) NoSQL
2 16 (17.58%) MongoDB
3 14 (15.38%) HBase
4 13 (14.29%) Relational Database
5 11 (12.09%) Hadoop
5 11 (12.09%) SQL Server
6 8 (8.79%) PostgreSQL
7 7 (7.69%) Apache Cassandra
8 6 (6.59%) Parquet
9 5 (5.49%) Apache Hive
9 5 (5.49%) Data Mining
10 3 (3.30%) Data Warehouse
10 3 (3.30%) Spotfire
10 3 (3.30%) Text Mining
11 2 (2.20%) BusinessObjects
11 2 (2.20%) MySQL
12 1 (1.10%) Lumira
12 1 (1.10%) Neo4j
12 1 (1.10%) Oracle BI EE
12 1 (1.10%) SAP BW
Development Applications
1 14 (15.38%) Git (software)
2 12 (13.19%) NUnit
2 12 (13.19%) Team Foundation Server
3 10 (10.99%) Ranorex
3 10 (10.99%) Rhino Mocks
4 8 (8.79%) Gradle
4 8 (8.79%) Maven
5 7 (7.69%) JIRA
6 5 (5.49%) Talend Open Studio
7 1 (1.10%) Oracle APEX
General
1 25 (27.47%) Finance
2 2 (2.20%) Electronics
2 2 (2.20%) Games
2 2 (2.20%) Pharmaceutical
2 2 (2.20%) Publishing
3 1 (1.10%) Marketing
3 1 (1.10%) Telecoms
Job Titles
1 49 (53.85%) Developer
2 27 (29.67%) Java Developer
3 14 (15.38%) Software Developer
4 11 (12.09%) Java Engineer
5 9 (9.89%) Architect
6 8 (8.79%) Developer in Test
6 8 (8.79%) Graduate
6 8 (8.79%) Graduate Developer
6 8 (8.79%) Graduate Java Developer
6 8 (8.79%) JavaScript Developer
7 7 (7.69%) Hardware Design Engineer
7 7 (7.69%) Hardware Engineer
7 7 (7.69%) Java Software Developer
7 7 (7.69%) Software Engineer
8 6 (6.59%) Database Architect
8 6 (6.59%) Java Architect
9 5 (5.49%) Electronics Engineer
9 5 (5.49%) Java Software Engineer
10 4 (4.40%) C# Developer
10 4 (4.40%) Team Leader
Libraries, Frameworks & Software Standards
1 14 (15.38%) AngularJS
1 14 (15.38%) Web Services
2 13 (14.29%) .NET
3 12 (13.19%) JSON
3 12 (13.19%) RESTful
3 12 (13.19%) XML
4 10 (10.99%) Natural Language Processing
5 8 (8.79%) Spring
6 7 (7.69%) CSS
6 7 (7.69%) HTML
6 7 (7.69%) Node.js
7 6 (6.59%) Twitter Bootstrap
8 5 (5.49%) D3.js
9 4 (4.40%) HTML5 Canvas
9 4 (4.40%) LESS
9 4 (4.40%) REST
9 4 (4.40%) Sass
9 4 (4.40%) SVG
9 4 (4.40%) Web Components
10 2 (2.20%) ASP.NET
Miscellaneous
1 42 (46.15%) Computer Science
2 30 (32.97%) Algorithms
3 21 (23.08%) Visualisation
4 18 (19.78%) Biology
5 14 (15.38%) Data Structures
6 13 (14.29%) Mathematics
6 13 (14.29%) Statistics
7 11 (12.09%) Management Information System
8 9 (9.89%) User Experience
9 8 (8.79%) Internet of Things
9 8 (8.79%) Life Science
10 6 (6.59%) Artificial Intelligence
11 4 (4.40%) Grid Computing
12 3 (3.30%) Analytical Skills
12 3 (3.30%) Smart Meter
13 2 (2.20%) Data Centre
13 2 (2.20%) Data Integration
13 2 (2.20%) Fintech
13 2 (2.20%) Psychology
13 2 (2.20%) Security Operations Centre
Operating Systems
1 24 (26.37%) Linux
2 10 (10.99%) Windows
3 7 (7.69%) Unix
4 2 (2.20%) Red Hat Enterprise Linux
5 1 (1.10%) Windows Server
Processes & Methodologies
1 37 (40.66%) Software Engineering
2 30 (32.97%) Agile Software Development
2 30 (32.97%) Analytics
3 21 (23.08%) Scrum
4 18 (19.78%) Bioinformatics
5 17 (18.68%) Data Analytics
6 14 (15.38%) Data Visualisation
7 12 (13.19%) OO
7 12 (13.19%) Test Automation
7 12 (13.19%) Unit Testing
7 12 (13.19%) User Stories
8 11 (12.09%) Performance Testing
9 10 (10.99%) Big Data Analytics
9 10 (10.99%) Defect Management
10 8 (8.79%) OOP
11 7 (7.69%) CAD
11 7 (7.69%) Cross-Platform Development
11 7 (7.69%) Document Management
11 7 (7.69%) Machine Learning
11 7 (7.69%) SDLC
Programming Languages
1 44 (48.35%) Java
2 31 (34.07%) Python
3 21 (23.08%) JavaScript
4 15 (16.48%) C#
5 13 (14.29%) SQL
6 9 (9.89%) Perl
7 8 (8.79%) C++
8 7 (7.69%) C
8 7 (7.69%) Lua
9 6 (6.59%) Scala
10 4 (4.40%) ES6
10 4 (4.40%) PL/SQL
11 3 (3.30%) Bash Shell
11 3 (3.30%) Erlang
11 3 (3.30%) TypeScript
12 2 (2.20%) R
13 1 (1.10%) MATLAB
13 1 (1.10%) Shell Script
13 1 (1.10%) VBA
Qualifications
1 39 (42.86%) Degree
2 2 (2.20%) CISM
2 2 (2.20%) CISSP
3 1 (1.10%) PhD
3 1 (1.10%) Postgraduate
Quality Assurance & Compliance
1 2 (2.20%) HIPAA
1 2 (2.20%) ISO/IEC 27001
2 1 (1.10%) SDET
System Software
1 8 (8.79%) Docker
Systems Management
1 10 (10.99%) HP Quality Center
2 1 (1.10%) Opscode Chef
Vendors
1 12 (13.19%) Microsoft
2 5 (5.49%) Talend
3 4 (4.40%) Twitter
4 3 (3.30%) Oracle
4 3 (3.30%) TOWER Software
5 2 (2.20%) Red Hat
5 2 (2.20%) SAP
6 1 (1.10%) Cognizant
6 1 (1.10%) Cognos
6 1 (1.10%) Google
6 1 (1.10%) Hyperion
6 1 (1.10%) IBM
6 1 (1.10%) Tableau
6 1 (1.10%) TIBCO
6 1 (1.10%) Vertica
Cambridge, Cambridgeshire
Agentis Solution
Salary: From £40,000 to £45,000 per annum
Posted: 7 hours ago
Cambridge, Cambridgeshire
Nakama
Salary: Up to £65,000 per annum
Posted: Yesterday
Cambridge, Cambridgeshire
Big Wednesday Digital Ltd
Salary: £45000 - £75000 per annum + Negotiable
Posted: Yesterday
Cambridge, Cambridgeshire
Tec Partners
Salary: £30000.00 - £55000.00 per annum
Posted: Yesterday
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £45000 - £55000 per annum + shares + bens
Posted: 4 days ago
Cambridge, Cambridgeshire
Edgar Cowen
Salary: £40000 - £65000 per annum + Great Benefits Package
Posted: 2 days ago
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £32000 - £35000 per annum + benefits
Posted: 4 days ago
Cambridgeshire
Lawrence Harvey Enterprise
Salary: £35000.00 - £50000.00 per annum
Posted: 4 days ago
Cambridge, Cambridgeshire
Oliver Bernard
Salary: £20000 - £45000 per annum
Posted: 4 days ago
Cambridge
Churchill Frank
Salary: £50000 - £60000 per annum
Posted: 15 days ago