Period
to 23 January 2019

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 23 January 2019 with a comparison to the same period in the previous 2 years.

Statistics
Cambridgeshire > Cambridge
6 months to
23 Jan 2019
Same period 2018 Same period 2017
Rank 95 67 120
Rank change year-on-year -28 +53 +19
Permanent jobs citing Statistics 54 137 28
As % of all permanent IT jobs advertised in Cambridge 2.59% 4.31% 1.26%
As % of the Processes & Methodologies category 2.77% 4.54% 1.37%
Number of salaries quoted 46 96 24
Cambridge median annual salary £55,000 £55,000 £55,000
10th Percentile £45,000 £31,000 £36,250
90th Percentile £67,500 £85,000 £66,250
Cambridgeshire median annual salary £55,000 £55,000 £55,000

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 1,946 3,020 2,042
As % of all permanent IT jobs advertised in Cambridge 93.47% 95.00% 92.06%
Number of salaries quoted 1,441 2,222 1,729
Cambridge median annual salary £50,000 £50,000 £45,000
Median salary % change year-on-year - +11.11% -
10th Percentile £31,250 £29,750 £26,250
90th Percentile £72,500 £71,250 £67,500
Cambridgeshire median annual salary £47,773 £48,750 £45,000
% change year-on-year -2.01% +8.33% +3.45%

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 23 January 2019.

Salary histogram for Statistics in Cambridge

For the 6 months to 23 January 2019, 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 47 (87.04%) Mathematics
2 33 (61.11%) Computer Science
3 32 (59.26%) WPF
3 32 (59.26%) Finance
4 31 (57.41%) Test Automation
5 29 (53.70%) Risk Management
6 26 (48.15%) C#
6 26 (48.15%) Algorithms
7 21 (38.89%) Analytics
8 20 (37.04%) Python
9 19 (35.19%) SQL
9 19 (35.19%) Degree
9 19 (35.19%) Software Engineering
10 18 (33.33%) Reinsurance
11 17 (31.48%) Reactive Extensions
11 17 (31.48%) Manual Testing
11 17 (31.48%) Usability Testing
11 17 (31.48%) Software Testing
11 17 (31.48%) Capital Modelling
12 16 (29.63%) Agile Software Development
13 15 (27.78%) NUnit
13 15 (27.78%) MVC
13 15 (27.78%) Scrum
13 15 (27.78%) WinForms
13 15 (27.78%) Microsoft
13 15 (27.78%) OO
13 15 (27.78%) .NET
13 15 (27.78%) SQL Server
13 15 (27.78%) Visual Studio
13 15 (27.78%) ASP.NET

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:

Cloud Services
1 15 (27.78%) Microsoft Azure
2 5 (9.26%) AdWords
2 5 (9.26%) Google Analytics
2 5 (9.26%) Google Tag Manager
Database & Business Intelligence
1 15 (27.78%) SQL Server
2 3 (5.56%) Big Data
3 2 (3.70%) MongoDB
4 1 (1.85%) PostgreSQL
4 1 (1.85%) Relational Database
Development Applications
1 15 (27.78%) Git (software)
1 15 (27.78%) NUnit
1 15 (27.78%) Visual Studio
General
1 32 (59.26%) Finance
2 5 (9.26%) Advertising
2 5 (9.26%) Marketing
2 5 (9.26%) Retail
3 1 (1.85%) Law
Job Titles
1 19 (35.19%) Developer
2 17 (31.48%) Senior Software Test Engineer
2 17 (31.48%) Senior Test Engineer
2 17 (31.48%) Software Test Engineer
2 17 (31.48%) Test Engineer
3 15 (27.78%) Software Developer
4 12 (22.22%) .NET Developer
4 12 (22.22%) .NET Software Developer
4 12 (22.22%) C# .NET Developer
4 12 (22.22%) C# Developer
4 12 (22.22%) C# Software Developer
5 7 (12.96%) Data Scientist
6 6 (11.11%) Python Engineer
7 5 (9.26%) Digital Marketing Manager
7 5 (9.26%) Marketing Manager
7 5 (9.26%) Research Engineer
8 4 (7.41%) Python Developer
9 2 (3.70%) Algorithm Engineer
10 1 (1.85%) Machine Learning Developer
10 1 (1.85%) Senior .NET Software Developer
Libraries, Frameworks & Software Standards
1 32 (59.26%) WPF
2 17 (31.48%) Reactive Extensions
3 15 (27.78%) .NET
3 15 (27.78%) ASP.NET
3 15 (27.78%) ASP.NET MVC
3 15 (27.78%) WCF
3 15 (27.78%) WinForms
4 14 (25.93%) Velocity
5 5 (9.26%) HTML
6 2 (3.70%) COM
6 2 (3.70%) Natural Language Processing
6 2 (3.70%) NumPy
6 2 (3.70%) Pandas
6 2 (3.70%) SciPy
7 1 (1.85%) Caffe
7 1 (1.85%) Keras
7 1 (1.85%) OpenCV
7 1 (1.85%) TensorFlow
Miscellaneous
1 26 (48.15%) Algorithms
2 18 (33.33%) Reinsurance
3 5 (9.26%) Analytical Skills
4 3 (5.56%) Life Science
5 2 (3.70%) Arduino
5 2 (3.70%) Greenfield Project
6 1 (1.85%) Robotics
Operating Systems
1 1 (1.85%) Linux
1 1 (1.85%) Unix
Processes & Methodologies
1 47 (87.04%) Mathematics
2 33 (61.11%) Computer Science
3 31 (57.41%) Test Automation
4 29 (53.70%) Risk Management
5 21 (38.89%) Analytics
6 19 (35.19%) Software Engineering
7 17 (31.48%) Capital Modelling
7 17 (31.48%) Manual Testing
7 17 (31.48%) Software Testing
7 17 (31.48%) Usability Testing
8 16 (29.63%) Agile Software Development
9 15 (27.78%) Financial Modelling
9 15 (27.78%) MVC
9 15 (27.78%) OO
9 15 (27.78%) Risk Analytics
9 15 (27.78%) Scrum
9 15 (27.78%) SDLC
9 15 (27.78%) Unit Testing
10 14 (25.93%) Mentoring
10 14 (25.93%) User Stories
Programming Languages
1 26 (48.15%) C#
2 20 (37.04%) Python
3 19 (35.19%) SQL
4 15 (27.78%) C++
4 15 (27.78%) JavaScript
5 12 (22.22%) Java
6 8 (14.81%) Julia
7 3 (5.56%) C
7 3 (5.56%) R
8 2 (3.70%) Perl
Qualifications
1 19 (35.19%) Degree
2 9 (16.67%) PhD
Quality Assurance & Compliance
1 5 (9.26%) GDPR
Vendors
1 15 (27.78%) Microsoft
2 6 (11.11%) Google