Period
to 20 August 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 20 August 2019 with a comparison to the same period in the previous 2 years.

Statistics
East of England > Cambridgeshire
6 months to
20 Aug 2019
Same period 2018 Same period 2017
Rank 98 108 87
Rank change year-on-year +10 -21 +66
Permanent jobs citing Statistics 44 89 128
As % of all permanent IT jobs advertised in Cambridgeshire 1.94% 2.32% 3.42%
As % of the Processes & Methodologies category 2.09% 2.49% 3.75%
Number of salaries quoted 13 36 84
Cambridgeshire median annual salary £50,000 £52,500 £52,500
Median salary % change year-on-year -4.76% - -
10th Percentile £41,600 £42,500 £28,750
90th Percentile £60,000 £63,750 £90,000
East of England median annual salary £47,500 £52,500 £43,750
% change year-on-year -9.52% +20.00% -12.50%

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 2,102 3,575 3,411
As % of all permanent IT jobs advertised in Cambridgeshire 92.76% 93.29% 91.15%
Number of salaries quoted 1,450 2,239 2,609
Cambridgeshire median annual salary £50,000 £45,139 £45,000
Median salary % change year-on-year +10.77% +0.31% -
10th Percentile £29,000 £26,250 £26,750
90th Percentile £72,500 £67,600 £68,750
East of England median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +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 20 August 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 20 August 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 +9 33 £52,500 - 10
Peterborough +28 10 - -
Statistics
East of England

For the 6 months to 20 August 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 31 (70.45%) Mathematics
2 25 (56.82%) Degree
3 24 (54.55%) Python
4 22 (50.00%) Finance
5 16 (36.36%) Computer Science
5 16 (36.36%) R
5 16 (36.36%) Self-Motivation
6 15 (34.09%) Data Analysis
7 14 (31.82%) PhD
7 14 (31.82%) SQL
8 13 (29.55%) Perl
8 13 (29.55%) Microsoft
8 13 (29.55%) WPF
8 13 (29.55%) Biology
9 12 (27.27%) Microsoft Excel
9 12 (27.27%) Microsoft Office
10 11 (25.00%) Algorithms
10 11 (25.00%) Data Science
10 11 (25.00%) Problem-Solving
11 10 (22.73%) .NET
11 10 (22.73%) C#
12 9 (20.45%) Numerate Degree
12 9 (20.45%) Analytical Skills
13 8 (18.18%) Creative Thinking
13 8 (18.18%) Reactive Extensions
13 8 (18.18%) Marketing
13 8 (18.18%) Software Testing
13 8 (18.18%) Usability Testing
13 8 (18.18%) Digital Marketing
13 8 (18.18%) Postgraduate

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 4 (9.09%) MS Exchange
2 1 (2.27%) SAS
Applications
1 12 (27.27%) Microsoft Excel
1 12 (27.27%) Microsoft Office
2 4 (9.09%) Acrobat
2 4 (9.09%) Microsoft PowerPoint
2 4 (9.09%) Microsoft Project
2 4 (9.09%) MS Visio
Business Applications
1 4 (9.09%) Remedy ITSM
Cloud Services
1 5 (11.36%) Microsoft Azure
2 4 (9.09%) Office 365
Communications & Networking
1 4 (9.09%) Internet
1 4 (9.09%) Remote Desktop
1 4 (9.09%) VPN
1 4 (9.09%) WebEx
Database & Business Intelligence
1 5 (11.36%) SQL Server
2 1 (2.27%) Electronic Patient Records
2 1 (2.27%) MongoDB
Development Applications
1 5 (11.36%) Git (software)
1 5 (11.36%) NUnit
1 5 (11.36%) Visual Studio
General
1 22 (50.00%) Finance
2 8 (18.18%) Marketing
Job Titles
1 10 (22.73%) Data Scientist
2 8 (18.18%) Test Engineer
3 5 (11.36%) .NET Developer
3 5 (11.36%) .NET Software Developer
3 5 (11.36%) C# .NET Developer
3 5 (11.36%) C# Developer
3 5 (11.36%) C# Software Developer
3 5 (11.36%) Developer
3 5 (11.36%) Software Developer
4 4 (9.09%) Service Desk Manager
4 4 (9.09%) Service Manager
5 3 (6.82%) Software Test Engineer
6 2 (4.55%) Analyst
6 2 (4.55%) Data Analyst
7 1 (2.27%) Data Engineer
7 1 (2.27%) Graduate
7 1 (2.27%) Mathematician
Libraries, Frameworks & Software Standards
1 13 (29.55%) WPF
2 10 (22.73%) .NET
3 8 (18.18%) Reactive Extensions
4 5 (11.36%) ASP.NET
4 5 (11.36%) ASP.NET MVC
4 5 (11.36%) Velocity
4 5 (11.36%) WCF
4 5 (11.36%) WinForms
5 4 (9.09%) CSS
6 2 (4.55%) Natural Language Processing
7 1 (2.27%) COM
7 1 (2.27%) NumPy
7 1 (2.27%) Pandas
7 1 (2.27%) SciPy
Miscellaneous
1 16 (36.36%) Self-Motivation
2 11 (25.00%) Algorithms
3 9 (20.45%) Analytical Skills
4 4 (9.09%) iPad
4 4 (9.09%) Management Information System
5 1 (2.27%) Hedge funds
Operating Systems
1 7 (15.91%) Unix
2 6 (13.64%) Linux
3 4 (9.09%) Mac OS
3 4 (9.09%) Windows
3 4 (9.09%) Windows 10
3 4 (9.09%) Windows 2000
3 4 (9.09%) Windows 7
3 4 (9.09%) Windows XP
Processes & Methodologies
1 31 (70.45%) Mathematics
2 16 (36.36%) Computer Science
3 15 (34.09%) Data Analysis
4 13 (29.55%) Biology
5 11 (25.00%) Data Science
5 11 (25.00%) Problem-Solving
6 8 (18.18%) Capital Modelling
6 8 (18.18%) Creative Thinking
6 8 (18.18%) Digital Marketing
6 8 (18.18%) Software Testing
6 8 (18.18%) Usability Testing
7 7 (15.91%) Bioinformatics
8 6 (13.64%) Complexity Analysis
8 6 (13.64%) Computational Biology
8 6 (13.64%) Critical Thinking
8 6 (13.64%) Statistical Analysis
8 6 (13.64%) Statistical Modelling
8 6 (13.64%) Workflow
8 6 (13.64%) Workflow Management
9 5 (11.36%) Technical Debt
Programming Languages
1 24 (54.55%) Python
2 16 (36.36%) R
3 14 (31.82%) SQL
4 13 (29.55%) Perl
5 10 (22.73%) C#
6 6 (13.64%) MATLAB
7 5 (11.36%) JavaScript
8 2 (4.55%) C
8 2 (4.55%) Java
9 1 (2.27%) Fortran
9 1 (2.27%) Scala
Qualifications
1 25 (56.82%) Degree
2 14 (31.82%) PhD
3 9 (20.45%) Numerate Degree
4 8 (18.18%) Postgraduate
5 4 (9.09%) MCP
5 4 (9.09%) MCSE
5 4 (9.09%) Microsoft Certification
6 1 (2.27%) Computer Science Degree
Quality Assurance & Compliance
1 4 (9.09%) SLA
System Software
1 4 (9.09%) Active Directory
Systems Management
1 4 (9.09%) Microsoft Intune
1 4 (9.09%) ServiceCenter
1 4 (9.09%) Systems Management Server (SMS)
Vendors
1 13 (29.55%) Microsoft
2 4 (9.09%) Adobe
2 4 (9.09%) Bomgar
2 4 (9.09%) HP
2 4 (9.09%) MobileIron
2 4 (9.09%) Peregrine
2 4 (9.09%) Remedy
2 4 (9.09%) ServiceNow