The following table provides summary statistics for permanent job vacancies advertised in Cambridgeshire with a requirement for Big Data skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Big Data over the 3 months to 27 June 2017 with a comparison to the same period in the previous 2 years.

Big Data
East of England / Cambridgeshire
3 months to
27 Jun 2017
Same period 2016 Same period 2015
Rank 115 60 111
Rank change year-on-year -55 +51  
Permanent jobs citing Big Data 32 73 24
As % of all permanent IT jobs advertised in Cambridgeshire 1.65% 3.90% 1.12%
As % of the Database & Business Intelligence category 6.63% 15.30% 4.00%
Number of salaries quoted 30 65 22
Median salary £50,000 £55,000 £47,500
Median salary % change year-on-year -9.09% +15.78%  
90% offered a salary of more than £40,000 £30,000 £42,750
10% offered a salary of more than £50,500 £65,000 £74,750
UK excluding London median salary £54,000 £55,000 £50,000
% change year-on-year -1.81% +10.00%  

Big Data is in the database and business intelligence skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Cambridgeshire with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
Cambridgeshire
Permanent job vacancies with a requirement for database and business intelligence skills 483 477 600
As % of all permanent IT job vacancies advertised in Cambridgeshire 24.86% 25.47% 27.96%
Number of salaries quoted 404 410 533
Median salary £44,500 £40,500 £45,000
Median salary % change year-on-year +9.87% -10.00%  
90% offered a salary of more than £32,500 £30,000 £30,000
10% offered a salary of more than £57,500 £55,000 £60,000
UK excluding London median salary £42,500 £42,500 £41,500
% change year-on-year - +2.40%  

Big Data
Job Vacancy Trend in Cambridgeshire

The job posting trend of jobs advertised in Cambridgeshire citing Big Data as a proportion of all permanent or contract IT jobs with a match in the Database & Business Intelligence category.

Job vacancy trend for Big Data 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 in Cambridgeshire.

Salary trend for Big Data in Cambridgeshire

Big Data
Salary Histogram in Cambridgeshire

The salary distribution of IT jobs citing Big Data in Cambridgeshire over the 3 months to 27 June 2017.

Salary histogram for Big Data 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 June 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 -41 30 £50,000 -9.09% 7
Big Data
East of England

For the 6 months to 27 June 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 49 (59.76%) Java
2 47 (57.32%) Computer Science
3 41 (50.00%) Python
3 41 (50.00%) NoSQL
4 38 (46.34%) Software Engineering
5 35 (42.68%) Amazon AWS
5 35 (42.68%) Algorithms
6 26 (31.71%) Git (software)
6 26 (31.71%) Agile Software Development
7 25 (30.49%) Degree
8 24 (29.27%) OO
9 23 (28.05%) HBase
10 22 (26.83%) Cloud Computing
10 22 (26.83%) Data Structures
11 21 (25.61%) Elasticsearch
11 21 (25.61%) Docker
11 21 (25.61%) C#
12 20 (24.39%) OOP
12 20 (24.39%) JSON
12 20 (24.39%) RESTful
12 20 (24.39%) MongoDB
12 20 (24.39%) Microsoft Azure
13 16 (19.51%) SQL
13 16 (19.51%) Computer Science Degree
14 15 (18.29%) Test Automation
14 15 (18.29%) Web Services
14 15 (18.29%) Mathematics
14 15 (18.29%) Unit Testing
14 15 (18.29%) Maven
15 14 (17.07%) Linux

Big Data
Co-occurring 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 21 (25.61%) Elasticsearch
2 8 (9.76%) Apache Spark
3 2 (2.44%) Apache Pig
4 1 (1.22%) Apache Solr
4 1 (1.22%) OpenStack
Cloud Services
1 35 (42.68%) Amazon AWS
2 22 (26.83%) Cloud Computing
3 20 (24.39%) Microsoft Azure
Communications & Networking
1 14 (17.07%) Internet
2 1 (1.22%) HTTP
Database & Business Intelligence
1 41 (50.00%) NoSQL
2 23 (28.05%) HBase
3 20 (24.39%) MongoDB
4 7 (8.54%) Relational Database
5 6 (7.32%) RDBMS
6 5 (6.10%) Hadoop
7 4 (4.88%) MySQL
8 3 (3.66%) Apache Hive
8 3 (3.66%) Data Warehouse
8 3 (3.66%) Text Mining
9 2 (2.44%) Apache Cassandra
9 2 (2.44%) Flink
9 2 (2.44%) Geospatial Data
9 2 (2.44%) GIS
9 2 (2.44%) PostgreSQL
9 2 (2.44%) SQL Server
10 1 (1.22%) Data Mining
10 1 (1.22%) OLAP
10 1 (1.22%) OLTP
10 1 (1.22%) SQL Server Reporting Services
Development Applications
1 26 (31.71%) Git (software)
2 15 (18.29%) Maven
3 13 (15.85%) Gradle
4 9 (10.98%) NUnit
4 9 (10.98%) Team Foundation Server
5 5 (6.10%) JUnit
5 5 (6.10%) Selenium
6 1 (1.22%) Jenkins
General
1 10 (12.20%) Finance
2 1 (1.22%) Advertising
2 1 (1.22%) Automotive
2 1 (1.22%) Games
2 1 (1.22%) Pharmaceutical
2 1 (1.22%) Retail
Job Titles
1 50 (60.98%) Developer
2 37 (45.12%) Java Developer
3 17 (20.73%) Software Developer
4 15 (18.29%) Graduate
5 14 (17.07%) Graduate Developer
5 14 (17.07%) Graduate Java Developer
5 14 (17.07%) Java Engineer
6 13 (15.85%) Software Engineer
7 11 (13.41%) Test Engineer
8 10 (12.20%) Big Data Developer
8 10 (12.20%) Software Test Engineer
9 8 (9.76%) Developer in Test
9 8 (9.76%) Java Software Developer
10 7 (8.54%) Data Scientist
10 7 (8.54%) Java Software Engineer
10 7 (8.54%) Python Developer
11 6 (7.32%) AWS Developer
12 5 (6.10%) Developer/Software Engineer
12 5 (6.10%) Integration Engineer
13 4 (4.88%) Linux Engineer
Libraries, Frameworks & Software Standards
1 20 (24.39%) JSON
1 20 (24.39%) RESTful
2 15 (18.29%) Web Services
3 13 (15.85%) Spring
4 9 (10.98%) WPF
5 6 (7.32%) .NET
5 6 (7.32%) ASP.NET
5 6 (7.32%) SOAP
6 5 (6.10%) JMS
6 5 (6.10%) Middleware
6 5 (6.10%) REST
7 4 (4.88%) XML
8 3 (3.66%) Natural Language Processing
9 2 (2.44%) Kafka
10 1 (1.22%) Android SDK
10 1 (1.22%) D3.js
10 1 (1.22%) Java EE
10 1 (1.22%) TensorFlow
10 1 (1.22%) Theano
10 1 (1.22%) WCF
Miscellaneous
1 47 (57.32%) Computer Science
2 35 (42.68%) Algorithms
3 22 (26.83%) Data Structures
4 14 (17.07%) Internet of Things
5 6 (7.32%) Life Science
6 5 (6.10%) Smart Energy
7 3 (3.66%) Grid Computing
8 1 (1.22%) Analytical Skills
8 1 (1.22%) Greenfield Project
8 1 (1.22%) Private Cloud
8 1 (1.22%) User Experience
Operating Systems
1 14 (17.07%) Linux
2 3 (3.66%) Windows
3 2 (2.44%) Unix
4 1 (1.22%) Android
Processes & Methodologies
1 38 (46.34%) Software Engineering
2 26 (31.71%) Agile Software Development
3 24 (29.27%) OO
4 20 (24.39%) OOP
5 15 (18.29%) Mathematics
5 15 (18.29%) Test Automation
5 15 (18.29%) Unit Testing
6 14 (17.07%) Regression Testing
7 13 (15.85%) Machine Learning
8 11 (13.41%) Analytics
8 11 (13.41%) Statistics
9 9 (10.98%) Code Coverage
9 9 (10.98%) Exploratory Testing
9 9 (10.98%) Financial Modelling
9 9 (10.98%) MVVM
9 9 (10.98%) Performance Testing
9 9 (10.98%) Test Strategy
9 9 (10.98%) User Stories
10 8 (9.76%) SDET
11 7 (8.54%) Capital Modelling
Programming Languages
1 49 (59.76%) Java
2 41 (50.00%) Python
3 21 (25.61%) C#
4 16 (19.51%) SQL
5 8 (9.76%) Scala
6 7 (8.54%) C++
6 7 (8.54%) Perl
7 6 (7.32%) Bash Shell
8 5 (6.10%) JavaScript
9 4 (4.88%) C
10 3 (3.66%) Lua
11 2 (2.44%) Assembly Language
11 2 (2.44%) Embedded C
11 2 (2.44%) R
12 1 (1.22%) Julia
12 1 (1.22%) MATLAB
12 1 (1.22%) PL/SQL
12 1 (1.22%) T-SQL
Qualifications
1 25 (30.49%) Degree
2 16 (19.51%) Computer Science Degree
3 11 (13.41%) PhD
4 5 (6.10%) DBS Check
5 3 (3.66%) Postgraduate
Quality Assurance & Compliance
1 9 (10.98%) QA
System Software
1 21 (25.61%) Docker
2 2 (2.44%) HDFS
3 1 (1.22%) VirtualBox
3 1 (1.22%) VMware Infrastructure
Systems Management
1 2 (2.44%) Oozie
2 1 (1.22%) Opscode Chef
2 1 (1.22%) Puppet
Vendors
1 10 (12.20%) Microsoft
2 5 (6.10%) Oracle
2 5 (6.10%) TOWER Software
2 5 (6.10%) webMethods
3 1 (1.22%) Tableau
3 1 (1.22%) VMware
Cambridge, Cambridgeshire
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Salary: £25k - 50k per year + The Very Best+ Top Prospects!!
Posted: 21 hours ago
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set2recruit
Salary: From £30,000 to £45,000 per annum (Including benefits, great working e
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Salary: COMPETITIVE SALARY + EXCELLENT BENEFITS
Posted: Yesterday
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Salary: £35000 - £45000 per annum + shares + bens
Posted: 2 days ago
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Understanding Recruitment
Salary: £45000 - £55000 per annum + shares + bens
Posted: 2 days ago
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Evolution Recruitment Solutions
Salary: 60-75k + 25 days holiday + pension + bonus + flexible working
Posted: Yesterday
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ECM Selection
Salary: Negotiable c£80,000 DoE + package
Posted: 5 days ago
Peterborough, Cambridgeshire
comparethemarket.com
Salary: Competitive
Posted: 11 days ago