Period
to 20 November 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 20 November 2018 with a comparison to the same period in the previous 2 years.

Statistics
Cambridgeshire > Cambridge
6 months to
20 Nov 2018
Same period 2017 Same period 2016
Rank 88 56 120
Rank change year-on-year -32 +64 -4
Permanent jobs citing Statistics 53 157 30
As % of all permanent IT jobs advertised in Cambridge 2.56% 5.05% 1.33%
As % of the Processes & Methodologies category 2.74% 5.37% 1.47%
Number of salaries quoted 46 111 26
Cambridge median annual salary £53,750 £57,500 £53,750
Median salary % change year-on-year -6.52% +6.98% +19.44%
10th Percentile £40,575 £28,750 £35,000
90th Percentile £70,000 £90,000 £66,000
Cambridgeshire median annual salary £52,500 £55,000 £55,000
% change year-on-year -4.55% - +22.22%

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 1,935 2,925 2,040
As % of all permanent IT jobs advertised in Cambridge 93.34% 94.17% 90.63%
Number of salaries quoted 1,520 2,226 1,677
Cambridge median annual salary £50,000 £50,000 £45,000
Median salary % change year-on-year - +11.11% -
10th Percentile £30,000 £29,000 £26,250
90th Percentile £72,500 £72,500 £67,500
Cambridgeshire median annual salary £47,773 £47,500 £45,000
% change year-on-year +0.57% +5.56% +1.12%

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 20 November 2018.

Salary histogram for Statistics in Cambridge

For the 6 months to 20 November 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 46 (86.79%) Mathematics
2 33 (62.26%) Computer Science
3 28 (52.83%) Finance
4 26 (49.06%) WPF
5 25 (47.17%) Test Automation
5 25 (47.17%) Risk Management
6 23 (43.40%) Python
6 23 (43.40%) Algorithms
7 22 (41.51%) C#
8 18 (33.96%) C++
8 18 (33.96%) Reinsurance
8 18 (33.96%) Analytics
9 16 (30.19%) Degree
10 15 (28.30%) Software Engineering
10 15 (28.30%) Software Testing
10 15 (28.30%) Usability Testing
10 15 (28.30%) Manual Testing
10 15 (28.30%) Reactive Extensions
10 15 (28.30%) Java
10 15 (28.30%) Capital Modelling
11 14 (26.42%) Machine Learning
12 13 (24.53%) Agile Software Development
12 13 (24.53%) Deep Learning
13 12 (22.64%) Risk Analytics
13 12 (22.64%) Artificial Intelligence
14 11 (20.75%) NUnit
14 11 (20.75%) WinForms
14 11 (20.75%) Scrum
14 11 (20.75%) JavaScript
14 11 (20.75%) SQL

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 1 (1.89%) Apache Spark
1 1 (1.89%) MS Exchange
Applications
1 1 (1.89%) Acrobat
1 1 (1.89%) Microsoft Excel
1 1 (1.89%) Microsoft Office
1 1 (1.89%) Microsoft PowerPoint
1 1 (1.89%) Microsoft Project
1 1 (1.89%) MS Visio
Business Applications
1 1 (1.89%) Remedy ITSM
Cloud Services
1 11 (20.75%) Microsoft Azure
2 6 (11.32%) Google Analytics
2 6 (11.32%) Google Tag Manager
3 5 (9.43%) AdWords
4 1 (1.89%) Office 365
Communications & Networking
1 1 (1.89%) Internet
1 1 (1.89%) Remote Desktop
1 1 (1.89%) VPN
1 1 (1.89%) WebEx
Database & Business Intelligence
1 11 (20.75%) SQL Server
2 4 (7.55%) Big Data
3 2 (3.77%) Data Mining
4 1 (1.89%) Apache Cassandra
4 1 (1.89%) Hadoop
4 1 (1.89%) HBase
4 1 (1.89%) MongoDB
4 1 (1.89%) NoSQL
4 1 (1.89%) Sqoop
Development Applications
1 11 (20.75%) Git (software)
1 11 (20.75%) NUnit
1 11 (20.75%) Visual Studio
General
1 28 (52.83%) Finance
2 6 (11.32%) Marketing
2 6 (11.32%) Retail
3 5 (9.43%) Advertising
4 1 (1.89%) Financial Institution
4 1 (1.89%) Law
4 1 (1.89%) Publishing
Job Titles
1 15 (28.30%) Developer
1 15 (28.30%) Senior Software Test Engineer
1 15 (28.30%) Senior Test Engineer
1 15 (28.30%) Software Test Engineer
1 15 (28.30%) Test Engineer
2 11 (20.75%) Software Developer
3 8 (15.09%) .NET Developer
3 8 (15.09%) .NET Software Developer
3 8 (15.09%) C# .NET Developer
3 8 (15.09%) C# Developer
3 8 (15.09%) C# Software Developer
4 7 (13.21%) Data Scientist
5 6 (11.32%) Digital Marketing Manager
5 6 (11.32%) Marketing Manager
5 6 (11.32%) Python Engineer
5 6 (11.32%) Research Engineer
6 4 (7.55%) Python Developer
7 2 (3.77%) Computer Engineer
7 2 (3.77%) Research Scientist
7 2 (3.77%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 26 (49.06%) WPF
2 15 (28.30%) Reactive Extensions
3 11 (20.75%) .NET
3 11 (20.75%) ASP.NET
3 11 (20.75%) ASP.NET MVC
3 11 (20.75%) WCF
3 11 (20.75%) WinForms
4 10 (18.87%) Velocity
5 6 (11.32%) HTML
6 3 (5.66%) TensorFlow
7 2 (3.77%) Caffe
7 2 (3.77%) Keras
7 2 (3.77%) Natural Language Processing
7 2 (3.77%) OpenCV
8 1 (1.89%) CSS
8 1 (1.89%) Kafka
Miscellaneous
1 33 (62.26%) Computer Science
2 23 (43.40%) Algorithms
3 18 (33.96%) Reinsurance
4 10 (18.87%) Analytical Skills
5 3 (5.66%) Life Science
6 2 (3.77%) Robotics
7 1 (1.89%) iPad
7 1 (1.89%) Management Information System
Operating Systems
1 1 (1.89%) Linux
1 1 (1.89%) Mac OS
1 1 (1.89%) Unix
1 1 (1.89%) Windows
1 1 (1.89%) Windows 10
1 1 (1.89%) Windows 2000
1 1 (1.89%) Windows 7
1 1 (1.89%) Windows XP
Processes & Methodologies
1 46 (86.79%) Mathematics
2 25 (47.17%) Risk Management
2 25 (47.17%) Test Automation
3 18 (33.96%) Analytics
4 15 (28.30%) Capital Modelling
4 15 (28.30%) Manual Testing
4 15 (28.30%) Software Engineering
4 15 (28.30%) Software Testing
4 15 (28.30%) Usability Testing
5 14 (26.42%) Machine Learning
6 13 (24.53%) Agile Software Development
6 13 (24.53%) Deep Learning
7 12 (22.64%) Artificial Intelligence
7 12 (22.64%) Risk Analytics
8 11 (20.75%) Bayesian Methods
8 11 (20.75%) Financial Modelling
8 11 (20.75%) MVC
8 11 (20.75%) OO
8 11 (20.75%) Scrum
8 11 (20.75%) Unit Testing
Programming Languages
1 23 (43.40%) Python
2 22 (41.51%) C#
3 18 (33.96%) C++
4 15 (28.30%) Java
5 11 (20.75%) JavaScript
5 11 (20.75%) SQL
6 8 (15.09%) Julia
7 3 (5.66%) C
8 2 (3.77%) Perl
8 2 (3.77%) R
9 1 (1.89%) MATLAB
Qualifications
1 16 (30.19%) Degree
2 10 (18.87%) PhD
3 1 (1.89%) MCP
3 1 (1.89%) MCSE
3 1 (1.89%) Microsoft Certification
Quality Assurance & Compliance
1 6 (11.32%) GDPR
2 1 (1.89%) SLA
System Software
1 1 (1.89%) Active Directory
1 1 (1.89%) Apache Flume
Systems Management
1 1 (1.89%) Microsoft Intune
1 1 (1.89%) ServiceCenter
1 1 (1.89%) Systems Management Server (SMS)
Vendors
1 11 (20.75%) Microsoft
2 8 (15.09%) Google
3 1 (1.89%) Adobe
3 1 (1.89%) Bomgar
3 1 (1.89%) Hortonworks
3 1 (1.89%) HP
3 1 (1.89%) MobileIron
3 1 (1.89%) Peregrine
3 1 (1.89%) Remedy
3 1 (1.89%) ServiceNow