Period
to 24 September 2018

The following table provides summary statistics for permanent job vacancies advertised in Cambridge with a requirement for Statistics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Statistics over the 6 months to 24 September 2018 with a comparison to the same period in the previous 2 years.

Statistics
Cambridgeshire > Cambridge
6 months to
24 Sep 2018
Same period 2017 Same period 2016
Rank 96 57 128
Rank change year-on-year -39 +71 -10
Permanent jobs citing Statistics 58 137 24
As % of all permanent IT jobs advertised in Cambridge 2.42% 5.21% 1.02%
As % of the Processes & Methodologies category 2.57% 5.66% 1.13%
Number of salaries quoted 34 91 21
Cambridge median annual salary £52,500 £60,000 £52,500
Median salary % change year-on-year -12.50% +14.29% +16.67%
10th Percentile £38,305 £28,750 £35,000
90th Percentile £61,750 £90,000 £61,250
Cambridgeshire median annual salary £52,500 £60,000 £52,500
% change year-on-year -12.50% +14.29% +16.67%

Statistics is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Cambridge with a requirement for process or methodology skills.

All Process and Methodology Skills
Cambridge
Permanent vacancies with a requirement for process or methodology skills 2,253 2,419 2,123
As % of all permanent IT jobs advertised in Cambridge 93.95% 92.01% 90.57%
Number of salaries quoted 1,618 1,872 1,737
Cambridge median annual salary £48,000 £47,500 £45,000
Median salary % change year-on-year +1.05% +5.56% +2.27%
10th Percentile £29,338 £28,750 £26,250
90th Percentile £70,000 £70,000 £67,500
Cambridgeshire median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +1.16%

Statistics
Job Vacancy Trend in Cambridge

Job postings citing Statistics as a percentage of all IT jobs advertised in Cambridge.

Job vacancy trend for Statistics in Cambridge

Statistics
Salary Trend in Cambridge

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

Salary trend for Statistics in Cambridge

Statistics
Salary Histogram in Cambridge

The salary distribution of IT jobs citing Statistics in Cambridge over the 6 months to 24 September 2018.

Salary histogram for Statistics in Cambridge

For the 6 months to 24 September 2018, IT jobs citing Statistics also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Cambridge region with a requirement for Statistics.

1 50 (86.21%) Mathematics
2 32 (55.17%) Computer Science
2 32 (55.17%) Finance
3 30 (51.72%) WPF
3 30 (51.72%) Test Automation
4 25 (43.10%) C#
5 24 (41.38%) Risk Management
6 23 (39.66%) Python
7 21 (36.21%) Software Engineering
8 20 (34.48%) SQL
8 20 (34.48%) Algorithms
9 19 (32.76%) Analytics
10 18 (31.03%) Data Science
10 18 (31.03%) JavaScript
10 18 (31.03%) Agile Software Development
11 17 (29.31%) C++
12 16 (27.59%) OO
12 16 (27.59%) Microsoft
12 16 (27.59%) NUnit
12 16 (27.59%) Degree
12 16 (27.59%) Financial Modelling
12 16 (27.59%) Unit Testing
12 16 (27.59%) User Stories
12 16 (27.59%) Capital Modelling
13 15 (25.86%) Reinsurance
14 14 (24.14%) SDLC
14 14 (24.14%) Acceptance Criteria
14 14 (24.14%) Mentoring
14 14 (24.14%) Risk Analytics
14 14 (24.14%) Reactive Extensions

Statistics
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
1 4 (6.90%) MS Exchange
2 1 (1.72%) Apache Spark
Applications
1 5 (8.62%) Microsoft Excel
2 4 (6.90%) Acrobat
2 4 (6.90%) Microsoft Office
2 4 (6.90%) Microsoft PowerPoint
2 4 (6.90%) Microsoft Project
2 4 (6.90%) MS Visio
Business Applications
1 4 (6.90%) Remedy ITSM
Cloud Services
1 14 (24.14%) Microsoft Azure
2 4 (6.90%) Office 365
3 3 (5.17%) Google Analytics
3 3 (5.17%) Google Tag Manager
4 2 (3.45%) AdWords
Communications & Networking
1 5 (8.62%) Internet
2 4 (6.90%) Remote Desktop
2 4 (6.90%) VPN
2 4 (6.90%) WebEx
Database & Business Intelligence
1 14 (24.14%) SQL Server
2 5 (8.62%) Data Mining
3 3 (5.17%) Big Data
4 1 (1.72%) Apache Cassandra
4 1 (1.72%) Hadoop
4 1 (1.72%) HBase
4 1 (1.72%) MongoDB
4 1 (1.72%) NoSQL
4 1 (1.72%) Sqoop
Development Applications
1 16 (27.59%) NUnit
2 14 (24.14%) Git (software)
2 14 (24.14%) Visual Studio
3 2 (3.45%) Team Foundation Server
General
1 32 (55.17%) Finance
2 3 (5.17%) Marketing
2 3 (5.17%) Retail
3 2 (3.45%) Advertising
4 1 (1.72%) Financial Institution
4 1 (1.72%) Law
4 1 (1.72%) Publishing
Job Titles
1 16 (27.59%) Developer
1 16 (27.59%) Software Developer
2 14 (24.14%) Senior Software Test Engineer
2 14 (24.14%) Senior Test Engineer
2 14 (24.14%) Software Test Engineer
2 14 (24.14%) Test Engineer
3 10 (17.24%) .NET Developer
3 10 (17.24%) .NET Software Developer
3 10 (17.24%) C# .NET Developer
3 10 (17.24%) C# Developer
3 10 (17.24%) C# Software Developer
4 8 (13.79%) Data Scientist
5 5 (8.62%) Research Scientist
6 4 (6.90%) C/C++ Embedded Software Engineer
6 4 (6.90%) C/C++ Software Engineer
6 4 (6.90%) Embedded C/C++ Engineer
6 4 (6.90%) Embedded C/C++ Software Engineer
6 4 (6.90%) Embedded C++ Engineer
6 4 (6.90%) Embedded C++ Software Engineer
6 4 (6.90%) Embedded Engineer
Libraries, Frameworks & Software Standards
1 30 (51.72%) WPF
2 14 (24.14%) .NET
2 14 (24.14%) Reactive Extensions
2 14 (24.14%) Velocity
2 14 (24.14%) WCF
2 14 (24.14%) WinForms
3 12 (20.69%) ASP.NET
3 12 (20.69%) ASP.NET MVC
4 8 (13.79%) HTML
5 4 (6.90%) CSS
6 2 (3.45%) Natural Language Processing
6 2 (3.45%) TensorFlow
7 1 (1.72%) Caffe
7 1 (1.72%) Kafka
7 1 (1.72%) Keras
7 1 (1.72%) OpenCV
Miscellaneous
1 32 (55.17%) Computer Science
2 20 (34.48%) Algorithms
3 15 (25.86%) Reinsurance
4 11 (18.97%) Analytical Skills
5 7 (12.07%) Life Science
6 4 (6.90%) Embedded Systems
6 4 (6.90%) iPad
6 4 (6.90%) Management Information System
7 1 (1.72%) Robotics
Operating Systems
1 8 (13.79%) Windows
2 5 (8.62%) Linux
3 4 (6.90%) Mac OS
3 4 (6.90%) Windows 10
3 4 (6.90%) Windows 2000
3 4 (6.90%) Windows 7
3 4 (6.90%) Windows XP
4 1 (1.72%) Unix
Processes & Methodologies
1 50 (86.21%) Mathematics
2 30 (51.72%) Test Automation
3 24 (41.38%) Risk Management
4 21 (36.21%) Software Engineering
5 19 (32.76%) Analytics
6 18 (31.03%) Agile Software Development
6 18 (31.03%) Data Science
7 16 (27.59%) Capital Modelling
7 16 (27.59%) Financial Modelling
7 16 (27.59%) OO
7 16 (27.59%) Unit Testing
7 16 (27.59%) User Stories
8 14 (24.14%) Acceptance Criteria
8 14 (24.14%) Manual Testing
8 14 (24.14%) Mentoring
8 14 (24.14%) MVC
8 14 (24.14%) Risk Analytics
8 14 (24.14%) Scrum
8 14 (24.14%) SDLC
8 14 (24.14%) Usability Testing
Programming Languages
1 25 (43.10%) C#
2 23 (39.66%) Python
3 20 (34.48%) SQL
4 18 (31.03%) JavaScript
5 17 (29.31%) C++
6 8 (13.79%) Java
7 7 (12.07%) C
8 4 (6.90%) Embedded C
8 4 (6.90%) Embedded C++
9 2 (3.45%) MATLAB
9 2 (3.45%) Perl
9 2 (3.45%) R
Qualifications
1 16 (27.59%) Degree
2 11 (18.97%) PhD
3 4 (6.90%) MCP
3 4 (6.90%) MCSE
3 4 (6.90%) Microsoft Certification
Quality Assurance & Compliance
1 4 (6.90%) SLA
2 3 (5.17%) GDPR
System Software
1 4 (6.90%) Active Directory
2 1 (1.72%) Apache Flume
Systems Management
1 4 (6.90%) Microsoft Intune
1 4 (6.90%) ServiceCenter
1 4 (6.90%) Systems Management Server (SMS)
Vendors
1 16 (27.59%) Microsoft
2 4 (6.90%) Adobe
2 4 (6.90%) Bomgar
2 4 (6.90%) Google
2 4 (6.90%) HP
2 4 (6.90%) MobileIron
2 4 (6.90%) Peregrine
2 4 (6.90%) Remedy
2 4 (6.90%) ServiceNow
3 1 (1.72%) Hortonworks