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 6 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
6 May 2016
Same period 2015 Same period 2014
Big Data
Rank 65 124 140
Rank change year-on-year
+59 +16
Permanent jobs citing Big Data 73 14 15
As % of all permanent IT jobs located in Cambridgeshire 3.56% 0.66% 0.60%
As % of the Database & Business Intelligence category 13.57% 2.43% 1.99%
Number of salaries quoted 56 14 13
Median salary £53,750 £50,000 £40,000
Median salary % change year-on-year
+7.50% +25.00%
90% offered a salary of more than £30,000 £42,550 £30,000
10% offered a salary of more than £65,000 £67,500 £54,500
UK excluding London median salary £50,000 £50,000 £50,000
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
538 575 753
As % of all permanent IT jobs located in Cambridgeshire 26.27% 26.91% 30.13%
Number of salaries quoted 453 492 658
Median salary £42,000 £45,000 £40,000
Median salary % change year-on-year
-6.66% +12.50%
90% offered a salary of more than £32,500 £30,000 £29,000
10% offered a salary of more than £60,000 £50,000 £56,500
UK excluding London median salary £42,500 £40,500 £40,000
% change year-on-year
+4.93% +1.25%

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 6 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 6 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 +39 45 £55,000 +22.22% 12
Peterborough +18 26 £30,000 -46.66%
Big Data
East of England

Big Data
Top 30 Related IT Skills in Cambridgeshire

For the 6 months to 6 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 81 (63.78%) Java
2 59 (46.46%) Degree
3 55 (43.31%) Algorithms
4 52 (40.94%) Python
5 47 (37.01%) Computer Science
6 42 (33.07%) NoSQL
7 39 (30.71%) SQL
8 37 (29.13%) JSON
9 36 (28.35%) Hadoop
10 32 (25.20%) Analytics
11 31 (24.41%) Mathematics
12 28 (22.05%) Amazon AWS
13 27 (21.26%) Scala
14 26 (20.47%) Docker
15 25 (19.69%) Data Structures
15 25 (19.69%) Microsoft Azure
15 25 (19.69%) Cloud Computing
16 23 (18.11%) OOP
17 22 (17.32%) Business Intelligence
18 21 (16.54%) Linux
18 21 (16.54%) C++
18 21 (16.54%) Agile Software Development
19 20 (15.75%) Software Engineering
19 20 (15.75%) Finance
19 20 (15.75%) R
20 19 (14.96%) .NET
20 19 (14.96%) PhD
20 19 (14.96%) Pharmaceutical
21 18 (14.17%) SQL Server
21 18 (14.17%) XML

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 (12.60%) Apache Spark
2 12 (9.45%) SAS
3 8 (6.30%) Elasticsearch
4 5 (3.94%) Apache Pig
5 3 (2.36%) Node.js
6 2 (1.57%) JBoss
6 2 (1.57%) Oracle Application Server
6 2 (1.57%) Tomcat
6 2 (1.57%) WebLogic
6 2 (1.57%) WebSphere
6 2 (1.57%) WebSphere Application Server
7 1 (0.79%) Apache Solr
7 1 (0.79%) SharePoint
Applications
1 7 (5.51%) MS Excel
Business Applications
1 2 (1.57%) Dynamics CRM
Cloud Services
1 28 (22.05%) Amazon AWS
2 25 (19.69%) Cloud Computing
2 25 (19.69%) Microsoft Azure
3 3 (2.36%) Google Cloud Platform
4 2 (1.57%) SaaS
Communications & Networking
1 15 (11.81%) TCP/IP
2 14 (11.02%) HTTP
3 3 (2.36%) AMQP
3 3 (2.36%) MQTT
4 1 (0.79%) Ethernet
4 1 (0.79%) Firewall
4 1 (0.79%) Intelligent Network
4 1 (0.79%) Intrusion Detection
Database & Business Intelligence
1 42 (33.07%) NoSQL
2 36 (28.35%) Hadoop
3 18 (14.17%) SQL Server
3 18 (14.17%) SQL Server Analysis Services
4 17 (13.39%) SQL Server Integration Services
5 15 (11.81%) Apache Hive
6 11 (8.66%) MongoDB
7 10 (7.87%) SQL Server 2008
8 8 (6.30%) HBase
8 8 (6.30%) Relational Database
9 7 (5.51%) Power BI
10 6 (4.72%) Apache Cassandra
11 4 (3.15%) Data Warehouse
12 3 (2.36%) Amazon DynamoDB
12 3 (2.36%) Data Mining
12 3 (2.36%) Neo4j
12 3 (2.36%) SQL Server Reporting Services
13 2 (1.57%) Enterprise Data Warehouse
13 2 (1.57%) MS Access
13 2 (1.57%) PostgreSQL
Development Applications
1 14 (11.02%) SQL Server Management Studio (SSMS)
2 12 (9.45%) Git (software)
3 1 (0.79%) Gradle
3 1 (0.79%) Jenkins
3 1 (0.79%) JIRA
3 1 (0.79%) NUnit
3 1 (0.79%) Rhino Mocks
3 1 (0.79%) SoapUI
3 1 (0.79%) Subversion
3 1 (0.79%) Team Foundation Server
3 1 (0.79%) YouTrack
General
1 20 (15.75%) Finance
2 19 (14.96%) Pharmaceutical
3 15 (11.81%) Financial Institution
3 15 (11.81%) Marketing
4 2 (1.57%) Manufacturing
4 2 (1.57%) Retail
5 1 (0.79%) Advertising
Job Titles
1 82 (64.57%) Developer
2 39 (30.71%) Big Data Developer
3 30 (23.62%) Senior Developer
4 28 (22.05%) Java Developer
5 21 (16.54%) Senior Big Data Developer
6 18 (14.17%) Business Intelligence Developer
7 17 (13.39%) Python Developer
8 16 (12.60%) C# Developer
9 15 (11.81%) Analyst
10 14 (11.02%) Java Engineer
10 14 (11.02%) Software Engineer
11 13 (10.24%) .NET Developer
11 13 (10.24%) C# .NET Developer
12 12 (9.45%) Insight Analyst
13 11 (8.66%) Senior Java Developer
14 10 (7.87%) Java Software Engineer
15 8 (6.30%) Senior Business Intelligence Developer
16 7 (5.51%) Junior
16 7 (5.51%) Senior C# Developer
16 7 (5.51%) Senior Python Developer
Libraries, Frameworks & Software Standards
1 37 (29.13%) JSON
2 19 (14.96%) .NET
3 18 (14.17%) REST
3 18 (14.17%) XML
4 16 (12.60%) AngularJS
5 13 (10.24%) CSS
5 13 (10.24%) HTML
6 9 (7.09%) HTML5
6 9 (7.09%) jQuery
6 9 (7.09%) Web Services
7 7 (5.51%) Spring
8 6 (4.72%) CSS3
9 5 (3.94%) Django
9 5 (3.94%) Natural Language Processing
10 4 (3.15%) Ajax
10 4 (3.15%) RESTful
11 3 (2.36%) Apache Camel
11 3 (2.36%) Java EE
11 3 (2.36%) JMS
11 3 (2.36%) WebSockets
Miscellaneous
1 55 (43.31%) Algorithms
2 47 (37.01%) Computer Science
3 31 (24.41%) Mathematics
4 25 (19.69%) Data Structures
5 18 (14.17%) Visualisation
6 14 (11.02%) Smart Meter
7 12 (9.45%) Analytical Skills
8 6 (4.72%) Life Science
9 5 (3.94%) Data Integration
9 5 (3.94%) Physics
10 3 (2.36%) DataPower
10 3 (2.36%) Raspberry Pi
10 3 (2.36%) Statistics
11 2 (1.57%) W3C
11 2 (1.57%) Web 2.0
12 1 (0.79%) Blog
12 1 (0.79%) Copywriting
12 1 (0.79%) Embedded Systems
12 1 (0.79%) Social Media
12 1 (0.79%) User Experience
Operating Systems
1 21 (16.54%) Linux
2 4 (3.15%) Unix
2 4 (3.15%) Windows
3 3 (2.36%) Android
3 3 (2.36%) Apple iOS
Processes & Methodologies
1 32 (25.20%) Analytics
2 23 (18.11%) OOP
3 22 (17.32%) Business Intelligence
4 21 (16.54%) Agile Software Development
5 20 (15.75%) Software Engineering
6 18 (14.17%) Data Visualisation
7 17 (13.39%) TDD
8 14 (11.02%) Big Data Analytics
8 14 (11.02%) Functional Programming
9 13 (10.24%) Data Analytics
9 13 (10.24%) Mentoring
10 11 (8.66%) Integration Testing
11 9 (7.09%) HOOD
12 7 (5.51%) CRM
13 6 (4.72%) Front End Development
13 6 (4.72%) MVC
13 6 (4.72%) Unit Testing
14 5 (3.94%) Continuous Delivery
14 5 (3.94%) Web Design
14 5 (3.94%) Web Development
Programming Languages
1 81 (63.78%) Java
2 52 (40.94%) Python
3 39 (30.71%) SQL
4 27 (21.26%) Scala
5 21 (16.54%) C++
6 20 (15.75%) R
7 16 (12.60%) C#
8 14 (11.02%) Erlang
9 13 (10.24%) JavaScript
10 12 (9.45%) T-SQL
11 3 (2.36%) Groovy
12 1 (0.79%) Assembly Language
12 1 (0.79%) Bash Shell
12 1 (0.79%) C
Qualifications
1 59 (46.46%) Degree
2 19 (14.96%) PhD
3 2 (1.57%) IBM Certification
Quality Assurance & Compliance
1 5 (3.94%) QA
2 4 (3.15%) Data Quality
3 2 (1.57%) SLA
3 2 (1.57%) WAI
4 1 (0.79%) HIPAA
4 1 (0.79%) ISO/IEC 27001
System Software
1 26 (20.47%) Docker
2 1 (0.79%) Firmware
Vendors
1 8 (6.30%) Microsoft
2 7 (5.51%) Tableau
3 5 (3.94%) IBM
3 5 (3.94%) Oracle
4 4 (3.15%) Google
5 2 (1.57%) Cognos
5 2 (1.57%) MicroStrategy
5 2 (1.57%) Splunk
6 1 (0.79%) Mapbox
6 1 (0.79%) Rackspace
Cambridge, Cambridgeshire
Client Server
Salary: £35k to £50k (multiple roles) + bonus + benefits
Posted: 10 hours ago
Cambridge, Cambridgeshire
Edgar Cowen
Salary: £60000 - £70000 per annum + Interview slots available!
Posted: 2 days ago
Cambridge, Cambridgeshire
ClearCube Consulting
Salary: From £35,000 to £40,000 per annum
Posted: 3 days ago
Cambridge, Cambridgeshire
Imperative People
Salary: £40000 - £50000 per annum + excellent bens package
Posted: 4 days ago
Cambridge, Cambridgeshire
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Salary: From £35,000 to £60,000 per annum Pension, Flexi work, Stock Options
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Cambridge, Cambridgeshire
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Salary: From £30,000 to £42,000 per annum Pension + Flexi Hours + Great Office
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Salary: £35k to £50k (multiple roles) + bonus + benefits
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Hinxton near Cambridge, UK
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Salary: £50k to £80k (multiple roles) + bonus + benefits
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