Analytics Jobs in Cambridge

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

Analytics Cambridgeshire / Cambridge
Location	3 months to 27 Jun 2017	Same period 2016	Same period 2015
Rank	95	65	97
Rank change year-on-year	-30	+32
Permanent jobs citing Analytics	27	43	18
As % of all permanent IT jobs advertised in Cambridge	1.95%	3.64%	1.27%
As % of the Processes & Methodologies category	2.21%	4.09%	1.46%
Number of salaries quoted	17	37	18
Median salary	£52,500	£45,000	£43,750
Median salary % change year-on-year	+16.66%	+2.85%
90% offered a salary of more than	£45,300	£34,000	£30,500
10% offered a salary of more than	£72,000	£61,000	£46,000
UK excluding London median salary	£47,000	£45,000	£42,500
% change year-on-year	+4.44%	+5.88%

Analytics is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Cambridge with a requirement for process and methodology skills.

Process & Methodology Skills Cambridge
Permanent job vacancies with a requirement for process and methodology skills	1221	1051	1231
As % of all permanent IT job vacancies advertised in Cambridge	88.03%	88.99%	86.69%
Number of salaries quoted	928	873	1039
Median salary	£50,000	£47,500	£45,000
Median salary % change year-on-year	+5.26%	+5.55%
90% offered a salary of more than	£32,500	£32,500	£30,000
10% offered a salary of more than	£70,000	£55,000	£65,000
UK excluding London median salary	£45,000	£45,000	£44,000
% change year-on-year	-	+2.27%

Analytics
Job Vacancy Trend in Cambridge

The job posting trend of jobs advertised in Cambridge citing Analytics as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Analytics in Cambridge

Analytics
Salary Trend in Cambridge

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Analytics in Cambridge.

Analytics
Salary Histogram in Cambridge

The salary distribution of IT jobs citing Analytics in Cambridge over the 3 months to 27 June 2017.

Salary histogram for Analytics in Cambridge

Analytics
Top 30 Co-occurring IT Skills in Cambridge

For the 6 months to 27 June 2017, IT jobs citing Analytics 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 Analytics.

1	26 (50.98%)	Software Engineering
2	22 (43.14%)	Statistics
2	22 (43.14%)	C#
3	20 (39.22%)	Test Automation
4	18 (35.29%)	Mathematics
4	18 (35.29%)	WPF
5	17 (33.33%)	Unit Testing
5	17 (33.33%)	SQL
5	17 (33.33%)	Finance
6	16 (31.37%)	Microsoft
6	16 (31.37%)	Agile Software Development
7	15 (29.41%)	OO
8	14 (27.45%)	JavaScript
9	13 (25.49%)	Python
9	13 (25.49%)	NUnit

9	13 (25.49%)	Financial Modelling
9	13 (25.49%)	Computer Science
9	13 (25.49%)	Algorithms
9	13 (25.49%)	SDLC
10	12 (23.53%)	User Stories
10	12 (23.53%)	Data Analysis
10	12 (23.53%)	SQL Server
11	11 (21.57%)	.NET
11	11 (21.57%)	Google
11	11 (21.57%)	Social Media
11	11 (21.57%)	Big Data
12	10 (19.61%)	Degree
13	9 (17.65%)	Marketing
13	9 (17.65%)	WCF
13	9 (17.65%)	Performance Testing

Analytics
Co-occurring 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
Applications
Cloud Services
Communications & Networking
Database & Business Intelligence
Development Applications
General
Job Titles
Libraries, Frameworks & Software Standards
Miscellaneous
Operating Systems
Processes & Methodologies
Programming Languages
Qualifications
Quality Assurance & Compliance
Vendors

Application Platforms
1	9 (17.65%)	Elasticsearch
2	7 (13.73%)	NServiceBus
3	3 (5.88%)	Apache Spark
4	1 (1.96%)	OpenStack

Applications
1	4 (7.84%)	Microsoft Office
2	3 (5.88%)	Microsoft Excel

Cloud Services
1	4 (7.84%)	Google Analytics
2	3 (5.88%)	Microsoft Azure
3	1 (1.96%)	Amazon AWS

Communications & Networking
1	7 (13.73%)	Internet

Database & Business Intelligence
1	12 (23.53%)	SQL Server
2	11 (21.57%)	Big Data
3	7 (13.73%)	Geospatial Data
3	7 (13.73%)	GIS
3	7 (13.73%)	MySQL
3	7 (13.73%)	Neo4j
3	7 (13.73%)	NoSQL
3	7 (13.73%)	Relational Database
4	3 (5.88%)	Oracle BI EE
5	2 (3.92%)	BusinessObjects
5	2 (3.92%)	Crystal Reports
5	2 (3.92%)	Data Mining
5	2 (3.92%)	Lumira
5	2 (3.92%)	MongoDB
5	2 (3.92%)	Spotfire
6	1 (1.96%)	Apache Hive
6	1 (1.96%)	Data Warehouse
6	1 (1.96%)	Hadoop
6	1 (1.96%)	PostgreSQL
6	1 (1.96%)	SQL Server Analysis Services

Development Applications
1	13 (25.49%)	NUnit
2	9 (17.65%)	Team Foundation Server
3	8 (15.69%)	Selenium
4	7 (13.73%)	PhantomJS
5	2 (3.92%)	Git (software)
5	2 (3.92%)	Oracle APEX
5	2 (3.92%)	Visual Studio
6	1 (1.96%)	Eclipse
6	1 (1.96%)	JUnit
6	1 (1.96%)	Subversion

General
1	17 (33.33%)	Finance
2	9 (17.65%)	Marketing
3	4 (7.84%)	Advertising
4	2 (3.92%)	Pharmaceutical
5	1 (1.96%)	Banking
5	1 (1.96%)	Games
5	1 (1.96%)	Retail
5	1 (1.96%)	Telecoms

Job Titles
1	28 (54.90%)	Developer
2	12 (23.53%)	Software Developer
3	9 (17.65%)	C# Developer
4	8 (15.69%)	Developer in Test
5	7 (13.73%)	Analytics Developer
5	7 (13.73%)	Report Developer
6	6 (11.76%)	Software Test Engineer
6	6 (11.76%)	Test Engineer
7	5 (9.80%)	Architect
7	5 (9.80%)	JavaScript Developer
8	4 (7.84%)	Digital Marketer
8	4 (7.84%)	Senior Developer
8	4 (7.84%)	Senior Software Developer
9	3 (5.88%)	C# Software Developer
9	3 (5.88%)	Data Engineer
9	3 (5.88%)	Data Scientist
9	3 (5.88%)	Java Developer
9	3 (5.88%)	Senior C# Developer
9	3 (5.88%)	Senior C# Software Developer
10	2 (3.92%)	Data Analyst

Libraries, Frameworks & Software Standards
1	18 (35.29%)	WPF
2	11 (21.57%)	.NET
3	9 (17.65%)	WCF
4	8 (15.69%)	ASP.NET
4	8 (15.69%)	ASP.NET MVC
5	7 (13.73%)	ASP.NET Web API
5	7 (13.73%)	CSS
5	7 (13.73%)	D3.js
5	7 (13.73%)	Google Maps API
5	7 (13.73%)	HTML
5	7 (13.73%)	HTML5
5	7 (13.73%)	KnockoutJS
5	7 (13.73%)	Natural Language Processing
5	7 (13.73%)	Node.js
5	7 (13.73%)	ServiceStack
5	7 (13.73%)	SignalR
6	2 (3.92%)	Velocity
6	2 (3.92%)	WinForms
6	2 (3.92%)	XML
7	1 (1.96%)	RESTful

Miscellaneous
1	13 (25.49%)	Algorithms
1	13 (25.49%)	Computer Science
2	11 (21.57%)	Social Media
3	7 (13.73%)	Clustering
3	7 (13.73%)	Management Information System
3	7 (13.73%)	Social Network
4	3 (5.88%)	Analytical Skills
5	1 (1.96%)	Client/Server
5	1 (1.96%)	Data Protection Act
5	1 (1.96%)	Embedded Systems
5	1 (1.96%)	Private Cloud

Operating Systems
1	5 (9.80%)	Linux
2	3 (5.88%)	Windows
3	2 (3.92%)	Unix

Processes & Methodologies
1	26 (50.98%)	Software Engineering
2	22 (43.14%)	Statistics
3	20 (39.22%)	Test Automation
4	18 (35.29%)	Mathematics
5	17 (33.33%)	Unit Testing
6	16 (31.37%)	Agile Software Development
7	15 (29.41%)	OO
8	13 (25.49%)	Financial Modelling
8	13 (25.49%)	SDLC
9	12 (23.53%)	Data Analysis
9	12 (23.53%)	User Stories
10	9 (17.65%)	Code Coverage
10	9 (17.65%)	Exploratory Testing
10	9 (17.65%)	MVC
10	9 (17.65%)	MVVM
10	9 (17.65%)	Performance Testing
10	9 (17.65%)	Regression Testing
10	9 (17.65%)	Test Strategy
11	8 (15.69%)	Machine Learning
11	8 (15.69%)	SDET

Programming Languages
1	22 (43.14%)	C#
2	17 (33.33%)	SQL
3	14 (27.45%)	JavaScript
4	13 (25.49%)	Python
5	8 (15.69%)	Java
6	7 (13.73%)	C++
7	4 (7.84%)	C
8	3 (5.88%)	Perl
8	3 (5.88%)	R
8	3 (5.88%)	VBA
9	2 (3.92%)	MATLAB
9	2 (3.92%)	PL/SQL
10	1 (1.96%)	PowerShell
10	1 (1.96%)	Scala
10	1 (1.96%)	T-SQL