The table below looks at the statistics for Big Data skills in IT jobs advertised for the Cambridge region. Included is a guide to the salaries offered in IT jobs that have cited Big Data over the 3 months to 20 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
20 Feb 2017
Same period 2016 Same period 2015
Big Data
Cambridgeshire / Cambridge
Rank 69 71 86
Rank change year-on-year
+2 +15
Permanent jobs citing Big Data 39 43 27
As % of all permanent IT jobs located in Cambridge 3.28% 2.88% 1.67%
As % of the Database & Business Intelligence category 12.58% 13.31% 6.26%
Number of salaries quoted 34 37 27
Median salary £48,750 £45,000 £37,500
Median salary % change year-on-year
+8.33% +20.00%
90% offered a salary of more than £33,500 £35,000 £30,000
10% offered a salary of more than £60,000 £65,000 £49,000
UK excluding London median salary £55,000 £50,000 £50,000
% change year-on-year
+10.00% -

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 Cambridge region.

Database & Business Intelligence Category
Cambridge
Permanent IT job ads with a match in the
Database & Business Intelligence category
310 323 431
As % of all permanent IT jobs located in Cambridge 26.05% 21.66% 26.60%
Number of salaries quoted 279 250 366
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 £31,700 £27,500
10% offered a salary of more than £60,000 £55,000 £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 Cambridge

The demand trend of job ads across the Cambridge 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 Cambridge

Big Data
Salary Trend in Cambridge

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

Big Data Salary Trend in Cambridge

Big Data
Salary Histogram in Cambridge

This chart provides a salary histogram for IT jobs citing Big Data across the Cambridge region over the 3 months to 20 February 2017.

Big Data Salary Histogram in Cambridge

Big Data
Top 30 Related IT Skills in Cambridge

For the 6 months to 20 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 Cambridge region with a requirement for Big Data.

1 48 (57.83%) Java
2 43 (51.81%) Computer Science
3 37 (44.58%) Software Engineering
4 35 (42.17%) Degree
5 33 (39.76%) Python
5 33 (39.76%) NoSQL
6 31 (37.35%) Amazon AWS
7 26 (31.33%) Linux
8 25 (30.12%) Algorithms
9 22 (26.51%) Finance
10 20 (24.10%) MongoDB
11 19 (22.89%) HBase
11 19 (22.89%) Git (software)
11 19 (22.89%) Agile Software Development
11 19 (22.89%) Data Structures
12 18 (21.69%) RESTful
13 17 (20.48%) JSON
13 17 (20.48%) Web Services
13 17 (20.48%) OO
14 16 (19.28%) Cloud Computing
15 15 (18.07%) Bioinformatics
15 15 (18.07%) Biology
15 15 (18.07%) JavaScript
16 14 (16.87%) Microsoft Azure
17 13 (15.66%) Visualisation
17 13 (15.66%) Analytics
17 13 (15.66%) Gradle
17 13 (15.66%) Elasticsearch
17 13 (15.66%) OOP
17 13 (15.66%) Internet

Big Data
Top Related IT Skills in Cambridge 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 (15.66%) Elasticsearch
2 6 (7.23%) Confluence
3 2 (2.41%) Apache Spark
3 2 (2.41%) OpenStack
Applications
1 1 (1.20%) MS PowerPoint
Business Applications
1 1 (1.20%) Oracle BPM
Cloud Services
1 31 (37.35%) Amazon AWS
2 16 (19.28%) Cloud Computing
3 14 (16.87%) Microsoft Azure
4 6 (7.23%) GitHub
5 1 (1.20%) Google Cloud Platform
Communications & Networking
1 13 (15.66%) Internet
2 4 (4.82%) Firewall
2 4 (4.82%) HTTP
2 4 (4.82%) TCP/IP
3 2 (2.41%) Intrusion Detection
3 2 (2.41%) LDAP
4 1 (1.20%) 3G
4 1 (1.20%) 4G
4 1 (1.20%) Bluetooth
4 1 (1.20%) DHCP
4 1 (1.20%) DNS
4 1 (1.20%) Ethernet
4 1 (1.20%) Intelligent Network
4 1 (1.20%) IPsec
4 1 (1.20%) LTE
4 1 (1.20%) MQTT
4 1 (1.20%) SSL
4 1 (1.20%) Wi-Fi
Database & Business Intelligence
1 33 (39.76%) NoSQL
2 20 (24.10%) MongoDB
3 19 (22.89%) HBase
4 12 (14.46%) Relational Database
5 9 (10.84%) Hadoop
6 8 (9.64%) PostgreSQL
7 6 (7.23%) Apache Cassandra
7 6 (7.23%) Parquet
8 5 (6.02%) Data Mining
9 2 (2.41%) Apache Hive
9 2 (2.41%) Data Warehouse
9 2 (2.41%) MySQL
9 2 (2.41%) SQL Server
10 1 (1.20%) BusinessObjects
10 1 (1.20%) GIS
10 1 (1.20%) Lumira
10 1 (1.20%) Oracle BI EE
10 1 (1.20%) SAP BW
10 1 (1.20%) Spotfire
10 1 (1.20%) Text Mining
Development Applications
1 19 (22.89%) Git (software)
2 13 (15.66%) Gradle
2 13 (15.66%) Maven
3 7 (8.43%) JIRA
4 5 (6.02%) NUnit
4 5 (6.02%) Team Foundation Server
5 2 (2.41%) Ranorex
5 2 (2.41%) Rhino Mocks
6 1 (1.20%) Oracle APEX
6 1 (1.20%) Talend Open Studio
General
1 22 (26.51%) Finance
2 2 (2.41%) Games
3 1 (1.20%) Automotive
3 1 (1.20%) Marketing
3 1 (1.20%) Telecoms
Job Titles
1 44 (53.01%) Developer
2 35 (42.17%) Java Developer
3 16 (19.28%) Java Engineer
4 13 (15.66%) Graduate
4 13 (15.66%) Graduate Developer
4 13 (15.66%) Graduate Java Developer
5 10 (12.05%) Software Developer
5 10 (12.05%) Software Engineer
6 8 (9.64%) Architect
6 8 (9.64%) Java Software Developer
7 7 (8.43%) JavaScript Developer
8 6 (7.23%) C Software Engineer
8 6 (7.23%) Database Architect
8 6 (7.23%) Java Architect
8 6 (7.23%) Java Software Engineer
9 5 (6.02%) Linux Engineer
9 5 (6.02%) Python Developer
10 4 (4.82%) Python Software Engineer
10 4 (4.82%) Team Leader
10 4 (4.82%) Test Engineer
Libraries, Frameworks & Software Standards
1 18 (21.69%) RESTful
2 17 (20.48%) JSON
2 17 (20.48%) Web Services
3 13 (15.66%) Spring
4 12 (14.46%) XML
5 10 (12.05%) Natural Language Processing
6 9 (10.84%) AngularJS
7 6 (7.23%) Node.js
8 4 (4.82%) .NET
8 4 (4.82%) D3.js
9 3 (3.61%) CSS
9 3 (3.61%) HTML
9 3 (3.61%) HTML5 Canvas
9 3 (3.61%) LESS
9 3 (3.61%) Sass
9 3 (3.61%) SOAP
9 3 (3.61%) SVG
9 3 (3.61%) Twitter Bootstrap
9 3 (3.61%) Web Components
9 3 (3.61%) WPF
Miscellaneous
1 43 (51.81%) Computer Science
2 25 (30.12%) Algorithms
3 19 (22.89%) Data Structures
4 13 (15.66%) Internet of Things
5 9 (10.84%) Life Science
6 6 (7.23%) User Experience
7 4 (4.82%) Grid Computing
7 4 (4.82%) Management Information System
8 3 (3.61%) Smart Meter
9 2 (2.41%) Analytical Skills
9 2 (2.41%) Data Centre
9 2 (2.41%) Fintech
9 2 (2.41%) Security Operations Centre
10 1 (1.20%) Clustering
10 1 (1.20%) Enterprise Software
10 1 (1.20%) Online Games
10 1 (1.20%) Private Cloud
Operating Systems
1 26 (31.33%) Linux
2 10 (12.05%) Windows
3 5 (6.02%) Unix
4 2 (2.41%) Red Hat Enterprise Linux
5 1 (1.20%) Windows Server
Processes & Methodologies
1 37 (44.58%) Software Engineering
2 19 (22.89%) Agile Software Development
3 17 (20.48%) OO
4 15 (18.07%) Bioinformatics
4 15 (18.07%) Biology
5 13 (15.66%) Analytics
5 13 (15.66%) OOP
5 13 (15.66%) Visualisation
6 11 (13.25%) Scrum
7 10 (12.05%) Data Visualisation
8 8 (9.64%) Machine Learning
8 8 (9.64%) SDLC
8 8 (9.64%) Unit Testing
9 7 (8.43%) Cross-Platform Development
9 7 (8.43%) Document Management
10 6 (7.23%) Artificial Intelligence
10 6 (7.23%) Mathematics
11 5 (6.02%) Performance Testing
11 5 (6.02%) Statistics
11 5 (6.02%) User Stories
Programming Languages
1 48 (57.83%) Java
2 33 (39.76%) Python
3 15 (18.07%) JavaScript
4 12 (14.46%) SQL
5 10 (12.05%) C++
6 9 (10.84%) C
6 9 (10.84%) Perl
7 8 (9.64%) C#
8 7 (8.43%) Lua
9 6 (7.23%) Scala
10 4 (4.82%) Bash Shell
11 3 (3.61%) Erlang
11 3 (3.61%) ES6
11 3 (3.61%) TypeScript
12 2 (2.41%) R
13 1 (1.20%) Embedded C
13 1 (1.20%) MATLAB
13 1 (1.20%) PL/SQL
13 1 (1.20%) Shell Script
13 1 (1.20%) VBA
Qualifications
1 35 (42.17%) Degree
2 3 (3.61%) PhD
3 2 (2.41%) CISM
3 2 (2.41%) CISSP
3 2 (2.41%) DBS Check
4 1 (1.20%) Postgraduate
Quality Assurance & Compliance
1 2 (2.41%) HIPAA
1 2 (2.41%) ISO/IEC 27001
System Software
1 13 (15.66%) Docker
Systems Management
1 2 (2.41%) HP Quality Center
2 1 (1.20%) Opscode Chef
Vendors
1 5 (6.02%) Microsoft
1 5 (6.02%) Oracle
2 3 (3.61%) Twitter
3 2 (2.41%) Red Hat
3 2 (2.41%) TOWER Software
3 2 (2.41%) webMethods
4 1 (1.20%) Cognizant
4 1 (1.20%) Cognos
4 1 (1.20%) Google
4 1 (1.20%) Hyperion
4 1 (1.20%) SAP
4 1 (1.20%) Tableau
4 1 (1.20%) Talend
4 1 (1.20%) Vertica
Cambridge, Cambridgeshire
Agentis Solution
Salary: From £40,000 to £45,000 per annum
Posted: 6 hours ago
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £45000 - £55000 per annum + shares + bens
Posted: 11 hours ago
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £32000 - £35000 per annum + benefits
Posted: Yesterday
Cambridge, Cambridgeshire
Oho Group Ltd.
Salary: £35000 - £50000 per annum, Benefits Excellent Benefits
Posted: 4 days ago
Cambridge, Cambridgeshire
Xist4 IT Recruitment
Salary: £35-40,000 + £2k Bonus + Bens
Posted: 4 days ago
Cambridge, Cambridgeshire
Oliver Bernard
Salary: £20000 - £45000 per annum
Posted: 5 days ago
Cambridge, Cambridgeshire
X4 Group
Salary: £40k - 60k per year
Posted: 5 days ago
Cambridge, Cambridgeshire
X4 Group
Salary: £40k - 60k per year
Posted: 5 days ago
Hinxton near Cambridge, UK
EMBL
Salary: Competitive plus benefits
Posted: 10 days ago
Cambridge, Cambridgeshire
Edgar Cowen
Salary: £30000 - £65000 per annum + Excellent Base + Lucrative Benefits
Posted: 4 days ago
Cambridge, Cambridgeshire
Abcam
Salary: Excellent
Posted: 17 days ago
Hinxton near Cambridge, UK
EMBL
Salary: Competitive plus benefits
Posted: 10 days ago
Cambridge, UK
Amazon
Salary: Highly Competitive Graduate Salary
Posted: 25 days ago
Hinxton near Cambridge, UK
EMBL
Salary: Competitive plus benefits
Posted: 10 days ago