Period
to 15 January 2019

The following table provides summary statistics for permanent job vacancies advertised in Cambridgeshire 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 15 January 2019 with a comparison to the same period in the previous 2 years.

Statistics
East of England > Cambridgeshire
6 months to
15 Jan 2019
Same period 2018 Same period 2017
Rank 112 84 139
Rank change year-on-year -28 +55 +11
Permanent jobs citing Statistics 66 146 41
As % of all permanent IT jobs advertised in Cambridgeshire 2.13% 3.50% 1.26%
As % of the Processes & Methodologies category 2.31% 3.73% 1.40%
Number of salaries quoted 48 95 32
Cambridgeshire median annual salary £55,000 £52,500 £55,000
Median salary % change year-on-year +4.76% -4.55% +22.22%
10th Percentile £45,500 £31,000 £34,000
90th Percentile £67,500 £85,000 £66,250
East of England median annual salary £52,500 £52,500 £52,500

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 Cambridgeshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Cambridgeshire
Permanent vacancies with a requirement for process or methodology skills 2,863 3,916 2,931
As % of all permanent IT jobs advertised in Cambridgeshire 92.41% 93.82% 90.02%
Number of salaries quoted 2,019 2,930 2,439
Cambridgeshire median annual salary £48,000 £48,000 £45,000
Median salary % change year-on-year - +6.67% +2.86%
10th Percentile £28,250 £28,750 £26,250
90th Percentile £72,500 £70,000 £64,500
East of England median annual salary £47,500 £47,500 £45,000
% change year-on-year - +5.56% -

Statistics
Job Vacancy Trend in Cambridgeshire

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

Job vacancy trend for Statistics in Cambridgeshire

Statistics
Salary Trend in Cambridgeshire

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

Salary trend for Statistics in Cambridgeshire

Statistics
Salary Histogram in Cambridgeshire

The salary distribution of IT jobs citing Statistics in Cambridgeshire over the 6 months to 15 January 2019.

Salary histogram for Statistics in Cambridgeshire

Statistics
Job Locations in Cambridgeshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Statistics within the Cambridgeshire region over the 6 months to 15 January 2019. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Cambridge -20 52 £55,000 +4.76% 7
Peterborough -19 14 £54,000 +35.00% 2
Statistics
East of England

For the 6 months to 15 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 Cambridgeshire region with a requirement for Statistics.

1 49 (74.24%) Mathematics
2 46 (69.70%) Computer Science
3 33 (50.00%) Degree
3 33 (50.00%) Finance
4 30 (45.45%) WPF
5 29 (43.94%) Test Automation
6 27 (40.91%) Risk Management
7 24 (36.36%) C#
7 24 (36.36%) Algorithms
8 20 (30.30%) Python
9 19 (28.79%) Analytics
10 18 (27.27%) Reinsurance
11 17 (25.76%) Capital Modelling
11 17 (25.76%) SQL
11 17 (25.76%) Microsoft
11 17 (25.76%) Project Management
11 17 (25.76%) Manual Testing
11 17 (25.76%) Reactive Extensions
11 17 (25.76%) Usability Testing
11 17 (25.76%) Software Testing
11 17 (25.76%) Software Engineering
12 15 (22.73%) C++
13 14 (21.21%) Agile Software Development
13 14 (21.21%) Machine Learning
13 14 (21.21%) Microsoft Azure
14 13 (19.70%) Financial Modelling
14 13 (19.70%) Git (software)
14 13 (19.70%) Risk Analytics
14 13 (19.70%) ASP.NET MVC
14 13 (19.70%) Unit Testing

Statistics
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 3 (4.55%) Exchange Server 2007
1 3 (4.55%) Exchange Server 2010
1 3 (4.55%) MS Exchange
2 1 (1.52%) Apache Spark
Cloud Services
1 14 (21.21%) Microsoft Azure
2 5 (7.58%) AdWords
2 5 (7.58%) Google Analytics
2 5 (7.58%) Google Tag Manager
Communications & Networking
1 3 (4.55%) SAN
1 3 (4.55%) SSL
Database & Business Intelligence
1 13 (19.70%) SQL Server
2 4 (6.06%) Big Data
3 2 (3.03%) MongoDB
4 1 (1.52%) Data Lake
4 1 (1.52%) HDInsight
4 1 (1.52%) PostgreSQL
4 1 (1.52%) Relational Database
Development Applications
1 13 (19.70%) Git (software)
1 13 (19.70%) NUnit
1 13 (19.70%) Visual Studio
General
1 33 (50.00%) Finance
2 8 (12.12%) Retail
3 6 (9.09%) Advertising
4 5 (7.58%) Marketing
5 1 (1.52%) Law
Job Titles
1 17 (25.76%) Developer
1 17 (25.76%) Senior Software Test Engineer
1 17 (25.76%) Senior Test Engineer
1 17 (25.76%) Software Test Engineer
1 17 (25.76%) Test Engineer
2 13 (19.70%) Software Developer
3 10 (15.15%) .NET Developer
3 10 (15.15%) .NET Software Developer
3 10 (15.15%) C# .NET Developer
3 10 (15.15%) C# Developer
3 10 (15.15%) C# Software Developer
3 10 (15.15%) Service Manager
4 8 (12.12%) Data Scientist
5 6 (9.09%) Python Engineer
5 6 (9.09%) Service Support Manager
5 6 (9.09%) Support Manager
6 5 (7.58%) Digital Marketing Manager
6 5 (7.58%) Marketing Manager
6 5 (7.58%) Research Engineer
7 4 (6.06%) Python Developer
Libraries, Frameworks & Software Standards
1 30 (45.45%) WPF
2 17 (25.76%) Reactive Extensions
3 13 (19.70%) .NET
3 13 (19.70%) ASP.NET
3 13 (19.70%) ASP.NET MVC
3 13 (19.70%) WCF
3 13 (19.70%) WinForms
4 12 (18.18%) Velocity
5 5 (7.58%) HTML
6 2 (3.03%) Natural Language Processing
6 2 (3.03%) NumPy
6 2 (3.03%) Pandas
6 2 (3.03%) SciPy
7 1 (1.52%) Caffe
7 1 (1.52%) Keras
7 1 (1.52%) OpenCV
7 1 (1.52%) SparkR
7 1 (1.52%) TensorFlow
Miscellaneous
1 24 (36.36%) Algorithms
2 18 (27.27%) Reinsurance
3 13 (19.70%) Management Information System
4 9 (13.64%) Analytical Skills
5 4 (6.06%) Self-Motivation
6 3 (4.55%) Life Science
7 2 (3.03%) Arduino
7 2 (3.03%) Greenfield Project
8 1 (1.52%) Robotics
Operating Systems
1 4 (6.06%) Linux
2 3 (4.55%) Windows
2 3 (4.55%) Windows Server 2003
2 3 (4.55%) Windows Server 2008
3 1 (1.52%) Unix
Processes & Methodologies
1 49 (74.24%) Mathematics
2 46 (69.70%) Computer Science
3 29 (43.94%) Test Automation
4 27 (40.91%) Risk Management
5 19 (28.79%) Analytics
6 17 (25.76%) Capital Modelling
6 17 (25.76%) Manual Testing
6 17 (25.76%) Project Management
6 17 (25.76%) Software Engineering
6 17 (25.76%) Software Testing
6 17 (25.76%) Usability Testing
7 14 (21.21%) Agile Software Development
7 14 (21.21%) Machine Learning
8 13 (19.70%) Configuration Management
8 13 (19.70%) ITIL
8 13 (19.70%) MVC
8 13 (19.70%) OO
8 13 (19.70%) Risk Analytics
8 13 (19.70%) Scrum
8 13 (19.70%) SDLC
Programming Languages
1 24 (36.36%) C#
2 20 (30.30%) Python
3 17 (25.76%) SQL
4 15 (22.73%) C++
5 13 (19.70%) JavaScript
6 12 (18.18%) Java
7 8 (12.12%) Julia
8 4 (6.06%) R
9 3 (4.55%) C
10 2 (3.03%) Perl
Qualifications
1 33 (50.00%) Degree
2 9 (13.64%) PhD
Quality Assurance & Compliance
1 5 (7.58%) GDPR
2 3 (4.55%) SLA
System Software
1 3 (4.55%) VMware Infrastructure
1 3 (4.55%) XenApp
Systems Management
1 3 (4.55%) SCCM
1 3 (4.55%) SCOM
Vendors
1 17 (25.76%) Microsoft
2 6 (9.09%) Google
3 3 (4.55%) Citrix
3 3 (4.55%) CommVault
3 3 (4.55%) Hitachi
3 3 (4.55%) Intel
3 3 (4.55%) VMware